Get live statistics and analysis of JK's profile on X / Twitter
I tweet about distribution | building ligoai.com | 4x founder • Generalist
248following928followers
The Entrepreneur
JK is a dynamic, hands-on founder who thrives on building and distributing innovative products with speed and agility. With four startups under their belt, they combine a generalist's mindset with sharp execution skills to bring ideas to life. Their tweets reflect both the hustle of entrepreneurship and a candid look at startup realities.
JK probably has a spreadsheet tracking their domain purchases, and at this point, their hosting bill is basically an investment portfolio. Maybe it’s time to launch a startup that sells all those domains back to themselves at a profit, just to keep the entrepreneurial spirit alive.
JK's biggest win is earning four recognition hearts in the beehiiv recommendations network—a clear testament to their influence and credibility in the newsletter and content distribution space.
JK's life purpose is to create impactful products and businesses that solve real problems while inspiring others to embrace the messy yet rewarding startup journey. They aim to empower fellow entrepreneurs with honest stories and actionable insights.
JK believes in the power of rapid iteration, authenticity over hype, and consistent progress rather than overnight success. They value creativity, resilience, and transparency about the startup process, fostering a community grounded in real-world experience.
JK's strengths lie in quick ideation, no-code MVP building, and an impressive ability to cultivate meaningful engagement through candid storytelling and useful tools. Their diverse skill set as a generalist empowers them to navigate different aspects of startups independently.
JK's fast-paced approach and broad interests can sometimes come off as scattered or impatient, risking followers feeling overwhelmed or missing out on deeper, focused content. Additionally, the habit of chasing shiny objects like new domains may occasionally dilute attention from core projects.
To grow their audience on X, JK should lean into sharing more behind-the-scenes processes and actionable tips that demystify startup life, paired with engaging polls or AMA threads. Highlighting success and failure stories equally will build trust and encourage meaningful conversations with fellow founders and enthusiasts.
Fun fact: JK humorously admits to buying their 13th domain name, showcasing their passion (or mild obsession) for owning digital real estate as part of their entrepreneurial toolkit.
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I’ll work for free. \n\nI just want to fix your APIs.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}],"activities":{"nreplies":[{"label":"2025-10-15","value":6,"startTime":1760400000000,"endTime":1760486400000,"tweets":[{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[0,7]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[8,17]},{"id_str":"34743251","name":"SpaceX","screen_name":"SpaceX","indices":[18,25]}]},"favorited":false,"in_reply_to_screen_name":"nvidia","lang":"en","retweeted":false,"fact_check":null,"id":"1978012163009626529","view_count":21426,"bookmark_count":0,"created_at":1760429824000,"favorite_count":19,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1977885046036914410","full_text":"What's striking here is the full-circle moment, but the real insight lies in the evolution from DGX-1 to Spark. \n\nThat original supercomputer was a beast for elite teams, yet it democratized AI in ways that weren't obvious at the time. \n\nShipping Spark worldwide could accelerate that shift, moving from centralized powerhouses to distributed innovation, though the challenge will be ensuring the software ecosystem keeps pace with the hardware's reach.","in_reply_to_user_id_str":"61559439","in_reply_to_status_id_str":"1977902801671127202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1978020426488930438","view_count":32,"bookmark_count":0,"created_at":1760431794000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977834805397197199","full_text":"The deeper issue is motivation alignment. \n\nAt 18, the drive is often external, grades, expectations, while now it's intrinsic, tied to genuine curiosity or career leverage. 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redefine labor markets, far beyond the software-only players.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1977948419718279386","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1978017495563870604","view_count":45,"bookmark_count":0,"created_at":1760431095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977896673062826039","full_text":"This flips the usual narrative in a compelling way. \n\nWhile non-coders might leverage AI for basic marketing campaigns, the real barrier in software is the iterative debugging and architectural decisions that still need human oversight. \n\nIt's less about replacement and more about augmentation for the core creative work.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1977896673062826039","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47126544","name":"BURKOV","screen_name":"burkov","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"burkov","lang":"en","retweeted":false,"fact_check":null,"id":"1978014363987353793","view_count":259,"bookmark_count":0,"created_at":1760430348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977942735962206666","full_text":"The shift to Chinese dominance in open-weight models isn't just about who leads the pack, but how it redefines the global innovation landscape. \n\nWestern labs have 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seamless integration of everyday app behaviors that stands out most. \n\nMimicking animations and tool interactions isn't just about surface polish, but a sign of deeper multimodal understanding that could finally make AI feel less like a novelty and more like an intuitive extension of our workflows.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977866953705316571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo 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gap.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1977819367883845702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"98808847","name":"Arpit Bhayani","screen_name":"arpit_bhayani","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"arpit_bhayani","lang":"en","retweeted":false,"fact_check":null,"id":"1978013720870563962","view_count":221,"bookmark_count":0,"created_at":1760430195000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977982893243957665","full_text":"This doubt can paralyze, but consider that even groundbreaking innovations like the iPhone built on prior tech, touchscreens, mobile computing, apps. \n\nThe difference was the ecosystem integration and user-centric design. Your \"new\" idea might just need that same holistic approach to stand out. \n\nEscaping the job starts with prototyping the unique value, not chasing absolute novelty.","in_reply_to_user_id_str":"98808847","in_reply_to_status_id_str":"1977982893243957665","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70514287","name":"anton","screen_name":"abacaj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"abacaj","lang":"en","retweeted":false,"fact_check":null,"id":"1978022294879457604","view_count":181,"bookmark_count":0,"created_at":1760432239000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977803773625217410","full_text":"It's a reminder that building great LLMs is table stakes now, the differentiator is the operational glue that gets them into production reliably. \n\nMeta's early lead was impressive, but sustaining it requires more than raw capability, it demands a full-stack approach to deployment, monitoring, and iteration that matches enterprise needs. \n\nWonder if we'll see them pivot back with something more production-ready.","in_reply_to_user_id_str":"70514287","in_reply_to_status_id_str":"1977803773625217410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978021914502132173","view_count":96,"bookmark_count":0,"created_at":1760432148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977790565983945199","full_text":"It's the rollout pacing that's intriguing here. \n\nStarting with Pro users gives a controlled testbed for feedback, which could refine the features before wider release. But the question is whether these styles will address the common pain point of visual overload in AI tools. \n\nA shorter brief mode helps, yet true innovation might lie in adaptive visuals that scale with user expertise.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1977790565983945199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1978023135468278085","view_count":1111,"bookmark_count":0,"created_at":1760432440000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977833599035646029","full_text":"The irony here is that context windows sound like a linear metric, but in practice, they're bottlenecked by how effectively the model retrieves and synthesizes information from that space.\n\n A 1M window might hold more raw data, but without smarter chunking or relevance scoring, it's no better than 200K for complex reasoning tasks. \n\nThe real leap will come from architectures that make large contexts usable, not just bigger.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1977833599035646029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1978020589169156492","view_count":1109,"bookmark_count":3,"created_at":1760431832000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977901843872407964","full_text":"The OpenAI experience highlights how we romanticize milestones to avoid the grind. \n\nIt's not just motivation we overestimate, but the belief that a single pivot unlocks everything. \n\nIn truth, sustained progress comes from iterating on small, consistent feedback loops, regardless of the title or stage.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1977901843872407964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"50339173","name":"kitze","screen_name":"thekitze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"thekitze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111592605605950","view_count":0,"bookmark_count":0,"created_at":1760453529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978023480114532526","full_text":"The real barrier isn't the models themselves, but the prompting discipline. \n\nMost people treat LLMs like a magic fix-it button, when the pros are iterating prompts like they would code, layering context, specifying constraints, and chaining outputs. \n\nThat 20x comes from treating it as a collaborative tool, not a shortcut.","in_reply_to_user_id_str":"50339173","in_reply_to_status_id_str":"1978023480114532526","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556653309","name":"eric provencher","screen_name":"pvncher","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"pvncher","lang":"en","retweeted":false,"fact_check":null,"id":"1978021749393330416","view_count":42,"bookmark_count":0,"created_at":1760432109000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977806477701333470","full_text":"@pvncher yea, If you're mapping out the architecture upfront, Codex offloads the mechanical grind efficiently. \n\nBut for those uncertain paths, Claude's iterative feedback loop preserves mental bandwidth, turning ambiguity into progress rather than frustration.","in_reply_to_user_id_str":"1556653309","in_reply_to_status_id_str":"1977806477701333470","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1978112893578088597","view_count":5,"bookmark_count":0,"created_at":1760453840000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978061241252761992","full_text":"@NTFabiano Optimism is often dismissed as naive, but the data suggests it's a strategic advantage.\n\nIt's not about ignoring reality, but about framing it in a way that keeps you moving forward. \n\nOver time, that forward momentum can make all the difference.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1978061241252761992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1547403906954563585","name":"Wes Roth","screen_name":"WesRothMoney","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"WesRothMoney","lang":"en","retweeted":false,"fact_check":null,"id":"1978021101432148170","view_count":98,"bookmark_count":0,"created_at":1760431955000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977796477721391252","full_text":"This leap in comprehension opens up possibilities for more intuitive tools, but it also amplifies the need for better safeguards. \n\nWith AI grasping meaning across varied phrasings, the risk of unintended interpretations or biases in responses grows. \n\nThe challenge ahead is building systems that not only understand but also align with human intent in nuanced ways.","in_reply_to_user_id_str":"1547403906954563585","in_reply_to_status_id_str":"1977796477721391252","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1978112640850280584","view_count":46,"bookmark_count":0,"created_at":1760453779000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977985594103140710","full_text":"What’s fascinating here is not just the technical leap, but the potential for redefining how Python is used in performance-critical environments. \n\nFor years, Python has been seen as the “easy” language that trades speed for simplicity. With GIL out of the picture, that narrative starts to change. \n\nThe question is whether this opens the door to broader adoption in areas traditionally dominated by C++ and Java.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1977985594103140710","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111690777481647","view_count":2804,"bookmark_count":0,"created_at":1760453553000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978101450975666596","full_text":"@amXFreeze It's impressive how quickly they've iterated to this point. \n\nBut the deeper question is scalability: can they maintain this level of spam control as the user base grows exponentially? \n\nThat will determine if it's a true pivot or just a temporary high.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978101450975666596","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14710129","name":"Peter H. 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It's not just optimism, but a deliberate framing that counters the hype cycles we're used to seeing. \n\nBy emphasizing no diminishing returns on current architectures, they're essentially betting on incremental scaling as the path to transformation, rather than waiting for some paradigm shift. \n\nThat grounded approach could reshape how investors and builders prioritize roadmaps.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1977799551345135736","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978110296653775242","view_count":1128,"bookmark_count":0,"created_at":1760453220000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978103820589883701","full_text":"The model selector updates, including that upsell tooltip, hint at Anthropic prioritizing accessibility for non-experts. \n\nBut the challenge remains in balancing choice with simplicity, too many options can overwhelm, turning selection into another layer of friction. \n\nThe company that streamlines this without dumbing it down will redefine user adoption.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978103820589883701","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"331379561","name":"Tony Dinh 🎯","screen_name":"tdinh_me","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tdinh_me","lang":"en","retweeted":false,"fact_check":null,"id":"1978112763223261238","view_count":107,"bookmark_count":0,"created_at":1760453808000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977912597228970117","full_text":"There's a fascinating tension here. \n\nOn one hand, AI accelerates the development process with remarkable precision, as you've described. 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I’m curious how often a static knowledge base even comes into play now, given how much real-time data integration is happening across platforms.","in_reply_to_user_id_str":"1579454012646395904","in_reply_to_status_id_str":"1978340028888629745","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1777934218485747712","name":"flowith","screen_name":"flowith_ai","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"flowith_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1978427079646396871","view_count":689,"bookmark_count":0,"created_at":1760528747000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978397356422005244","full_text":"@flowith_ai Side-by-side comparisons like this are invaluable. \n\nIt’s easy to get caught up in the SOTA announcements, but the key question is whether the new tech translates into meaningful improvements for workflows. \n\nExcited to see how this plays out in real-world scenarios.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1978397356422005244","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1978427961465332165","view_count":241,"bookmark_count":0,"created_at":1760528958000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978235329237668214","full_text":"Parallel subagents are such an interesting concept. \n\nThe ability to break down tasks into smaller, concurrent processes could fundamentally shift how we think about efficiency in AI workflows. \n\nThe real breakthrough will be when we figure out how to make these systems more interpretable, so we not only trust the output but also understand the reasoning behind it.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1978235329237668214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1978424956292587667","view_count":773,"bookmark_count":0,"created_at":1760528241000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978373333055090887","full_text":"They seem to be diverging in their focus, one targeting higher fidelity in video generation, the other pushing the boundaries of collaborative workspaces. \n\nIt’s the philosophical contrast that’s intriguing, utility versus creativity. \n\nThe companies that balance both will likely shape the next wave of AI adoption.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1978373333055090887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo 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interactivity.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1978235161398673553","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]},{"id_str":"1553694340396240897","name":"Nishant","screen_name":"nishantjosh","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978426939753820462","view_count":220,"bookmark_count":0,"created_at":1760528714000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978220407716245581","full_text":"What stands out here is the breadth of applications, from coding plugins to creative journaling. \n\nIt’s a reminder that the true value of tools like Sonnet 4.5 lies not just in their functionality, but in how they enable entirely new forms of expression and problem-solving. \n\nThe next frontier might be optimizing collaboration across disciplines.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978220407716245581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1978426401205153948","view_count":166,"bookmark_count":0,"created_at":1760528586000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978150959621734624","full_text":"Compact models that rival a flagship version from just six months ago? \n\nThat’s the kind of iteration speed that shifts the landscape. The ability to maintain strong performance across diverse applications while optimizing for efficiency signals a clear focus on practical deployment. \n\nThe next question is how the trade-offs in model compression might impact edge cases or nuanced tasks.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1978150959621734624","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"922955517030408192","name":"Justine 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creativity.","in_reply_to_user_id_str":"922955517030408192","in_reply_to_status_id_str":"1978294621416440076","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978424778382844313","view_count":406,"bookmark_count":1,"created_at":1760528199000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978415606782411048","full_text":"@kimmonismus yea the proliferation of AI-generated content creates a feedback loop where bots are training on other bots' output, leading to a dilution of originality. \n\nThe challenge will be maintaining spaces online where authentic human creativity can thrive amid this sea of automation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978415606782411048","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1978429438556528685","view_count":157,"bookmark_count":0,"created_at":1760529310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978279725219946820","full_text":"@AlexHormozi It's interesting how this dynamic shifts with leadership roles. \n\nThe higher the stakes, the more critical it becomes to decouple emotion from action... without losing authenticity in the process. \n\nBalancing both is the real art.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1978279725219946820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1978431019931111500","view_count":348,"bookmark_count":0,"created_at":1760529687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978111676164485371","full_text":"What's fascinating is how this illustrates the concentrated nature of technical leadership in Silicon Valley.\n\nIt's not just about family ties, but about how a small network of deeply technical leaders end up steering the direction of entire industries.\n\nThe semiconductor space particularly shows this pattern.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1978111676164485371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1482581556","name":"Demis Hassabis","screen_name":"demishassabis","indices":[0,14]},{"id_str":"796092645193846784","name":"Waymo","screen_name":"Waymo","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"demishassabis","lang":"en","retweeted":false,"fact_check":null,"id":"1978428564040200612","view_count":915,"bookmark_count":0,"created_at":1760529101000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978391058833637702","full_text":"What excites me most about autonomous vehicles isn't just the technology itself, but the systems-level impact they could have. \n\nFrom reshaping urban planning to reducing congestion and emissions, the ripple effects on city infrastructure could be game-changing. \n\nLondon will be an incredible testing ground for these possibilities.","in_reply_to_user_id_str":"1482581556","in_reply_to_status_id_str":"1978391058833637702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978428097834705258","view_count":29,"bookmark_count":0,"created_at":1760528990000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978191517580710213","full_text":"@Dr_Singularity Interesting perspective. \n\nOne thing to consider is whether the accelerating rate of AI innovation will hit a bottleneck, either in compute, data, or even human adaptability to these tools. \n\nThe breakthroughs are inevitable, but the downstream effects might be harder to predict.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978191517580710213","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":2,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[10,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1587601034339561472","name":"Tetsuo","screen_name":"tetsuoai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tetsuoai","lang":"en","retweeted":false,"fact_check":null,"id":"1978728146674307394","view_count":308,"bookmark_count":0,"created_at":1760600527000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978705404679831807","full_text":"This feels like a classic case of mistaking correlation for causation. \n\nThe engagement metrics are likely more about the limitations of current AI interfaces and use cases than about content categories. \n\nThe real opportunity isn't in expanding content types, but in fundamentally rethinking how users interact with and derive value from AI systems.","in_reply_to_user_id_str":"1587601034339561472","in_reply_to_status_id_str":"1978705404679831807","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1978723399473021296","view_count":236,"bookmark_count":0,"created_at":1760599395000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1978712065184280613","full_text":"What's most interesting is how this changes the paradigm for in-flight connectivity.\n\nWe're moving from a model where airlines had to choose between expensive, limited satellite bandwidth and ground-based systems with coverage gaps, to one where capacity can be dynamically allocated across a global network.\n\nThe implications for airline operations go far beyond passenger WiFi.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1978712065184280613","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1045398019351425026","name":"Kevin Naughton 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happens.","in_reply_to_user_id_str":"1045398019351425026","in_reply_to_status_id_str":"1978497112758218794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1978728508479148345","view_count":312,"bookmark_count":0,"created_at":1760600614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978635763245003185","full_text":"The clearest thinkers on AI aren't necessarily the ones making the boldest predictions, but those who understand its systemic implications.\n\nSomeone like Stuart Russell stands out because he approaches AI safety not as a technical problem to solve, but as a fundamental redesign of how we align machine capabilities with human values.\n\nThe real insight isn't about predicting AI's capabilities, but understanding how it reshapes the human-machine relationship.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1978635763245003185","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978725191971700896","view_count":24,"bookmark_count":0,"created_at":1760599823000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978523978559070580","full_text":"The parallel here is similar to what happened with calculators in mathematics. \n\nThey didn't eliminate the need for mathematical thinking, they elevated it by removing the mechanical aspects. Now we're seeing the same with development i.e the tools handle the syntax, letting us focus on the architecture and problem-solving.\n\nThe question is whether our education and training systems will adapt to this new reality.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978523978559070580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[14,19]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724364045431066","view_count":617,"bookmark_count":0,"created_at":1760599625000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978507110477332582","full_text":"What's fascinating is how this represents a fundamental shift in scientific discovery. \n\nTraditional research follows a human-intuition-driven path. This model suggests a future where AI can identify non-obvious connections that human researchers might never consider, simply because it can process vastly more potential pathways.\n\nThe challenge will be developing frameworks to efficiently validate these AI-generated hypotheses.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1978507110477332582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16778949","name":"Tanay Jaipuria","screen_name":"tanayj","indices":[0,7]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[8,23]}]},"favorited":false,"in_reply_to_screen_name":"tanayj","lang":"en","retweeted":false,"fact_check":null,"id":"1978730820299878879","view_count":57,"bookmark_count":0,"created_at":1760601165000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978600775845580976","full_text":"The compensation makes sense when you view it through the lens of infrastructure optimization. \n\nThese researchers aren't just writing code.. they're architecting systems that will determine the efficiency of billions in compute spend. \n\nThe real value isn't in their individual contributions, but in their ability to reshape how Meta's entire compute stack performs.","in_reply_to_user_id_str":"16778949","in_reply_to_status_id_str":"1978600775845580976","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1244418065854599170","name":"Charlie Holtz","screen_name":"charliebholtz","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"charliebholtz","lang":"en","retweeted":false,"fact_check":null,"id":"1978729929597480960","view_count":82,"bookmark_count":0,"created_at":1760600952000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978593491174465582","full_text":"The efficiency gain is compelling, but I'm curious about the debugging loop here.\n\nAre we spending less time reviewing and correcting the generated PRs compared to writing them manually? The true metric isn't just generation speed, but the end-to-end time including verification.\n\nThat's where these tools often show their real value.. or limitations.","in_reply_to_user_id_str":"1244418065854599170","in_reply_to_status_id_str":"1978593491174465582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978724201587413483","view_count":175,"bookmark_count":0,"created_at":1760599587000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587586638569615","full_text":"This is where the interface limitations become critical. \n\nHaving an AI agent navigate the web is one thing, but giving users visibility into its decision-making process and the ability to course-correct in real-time is another challenge entirely. \n\nThe success of this tool will depend less on raw capability and more on how effectively humans can collaborate with and guide it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978587586638569615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1978724570749141442","view_count":453,"bookmark_count":0,"created_at":1760599675000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978628531266769250","full_text":"The contrast between OpenAI and Google's priorities here is striking, but it's not just about moral positioning. \n\nWhat's fascinating is how Google's approach demonstrates the real potential of foundation models when aimed at concrete scientific problems rather than general-purpose chat. \n\nThe ability to generate and validate novel hypotheses in cellular biology shows we're moving from AI as a tool to AI as a research partner.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1978628531266769250","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1978724855714353633","view_count":81,"bookmark_count":0,"created_at":1760599743000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978669569096163384","full_text":"This shift in build cycles reveals a deeper truth about software development. \n\nThe traditional waterfall approach wasn't just about managing technical debt.. it was a response to the high cost of change. Now that cost is approaching zero, we need new frameworks for maintaining product integrity.\n\nThe real skill becomes knowing when to stop exploring and commit to a direction.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1978669569096163384","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1978730453788967259","view_count":390,"bookmark_count":1,"created_at":1760601077000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608684088643709","full_text":"The memory management upgrade is interesting, but it highlights a deeper challenge in AI interfaces.\n\nWe're still treating memories like a linear list of facts rather than an interconnected web of context and understanding.\n\nThe real breakthrough will come when we can visualize and manipulate these memory networks spatially, seeing how different concepts and conversations relate to each other.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1978608684088643709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1978725768076149142","view_count":407,"bookmark_count":0,"created_at":1760599960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978701962401939796","full_text":"I think the spending plateau actually masks a more interesting trend i.e the shift from consumer experimentation to enterprise integration.\n\nIndividual spending might be flat, but the real value creation is happening in how organizations are embedding these capabilities into their operations.\n\nThe consumer market was never going to be the endgame here.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1978701962401939796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]},{"id_str":"1822588444046249984","name":"LMSYS Org","screen_name":"lmsysorg","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1978725566267154770","view_count":469,"bookmark_count":0,"created_at":1760599912000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608882156269755","full_text":"The heat and noise trade-off is the hidden cost that rarely gets discussed. Local inference is great until your workspace becomes unbearable. \n\nThe real question is whether the psychological benefit of owning the hardware outweighs the practical advantages of cloud GPUs. \n\nWith cloud costs dropping, it's becoming harder to justify dedicated hardware unless you have very specific, consistent workload patterns.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1978608882156269755","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"915614943797551104","name":"Alex Cheema - e/acc","screen_name":"alexocheema","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexocheema","lang":"en","retweeted":false,"fact_check":null,"id":"1978728384340336721","view_count":390,"bookmark_count":0,"created_at":1760600584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528877744963761","full_text":"The memory bandwidth comparison between the DGX Spark and M3 Ultra reveals something deeper about hardware evolution. \n\nWe're reaching a point where raw specs tell only part of the story. The real innovation comes from understanding how to orchestrate different architectures to complement each other's strengths.\n\nThis kind of hybrid approach might be the key to breaking through current inference bottlenecks.","in_reply_to_user_id_str":"915614943797551104","in_reply_to_status_id_str":"1978528877744963761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1978723826969006581","view_count":137,"bookmark_count":0,"created_at":1760599497000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587411803156942","full_text":"The recursive degradation is the real concern here. It's not just about AI content flooding the internet.. but about the systemic collapse of information quality.\n\nWhen each generation of AI learns from increasingly diluted content, we're not just losing signal to noise. \n\nWe're actively destroying the diversity of human knowledge and experience that made the internet valuable in the first place.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1978587411803156942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"claudeai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724728081674342","view_count":135,"bookmark_count":0,"created_at":1760599712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978505436358697052","full_text":"The speed-to-performance ratio is what's fascinating here, if true.\n\nGetting the same capability at one-third the cost isn't just an incremental improvement.. but a fundamental shift in the economics of AI deployment.\n\nThe real question is whether this efficiency curve can maintain its trajectory as models tackle increasingly complex tasks.","in_reply_to_user_id_str":"1943306828697550848","in_reply_to_status_id_str":"1978505436358697052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1219282049070063617","name":"Eric Jiang","screen_name":"veggie_eric","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"veggie_eric","lang":"en","retweeted":false,"fact_check":null,"id":"1978724092527194294","view_count":56,"bookmark_count":0,"created_at":1760599561000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978592378723205254","full_text":"The cost efficiency is striking, but we should also consider the broader implications for development cycles.\n\nWhen token costs drop this dramatically, it changes how teams approach experimentation and iteration. You can run more tests, try more approaches, and optimize more aggressively without watching the meter.\n\nThat's where the real multiplication of value happens.","in_reply_to_user_id_str":"1219282049070063617","in_reply_to_status_id_str":"1978592378723205254","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1780784281561726976","name":"Google AI Developers","screen_name":"googleaidevs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"googleaidevs","lang":"en","retweeted":false,"fact_check":null,"id":"1978823480461160733","view_count":2227,"bookmark_count":1,"created_at":1760623257000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808144949129721","full_text":"This points to a broader evolution in CLI design.\n\nWe're moving beyond simple command-and-response patterns toward more fluid, stateful interactions. The terminal is becoming less of a tool and more of a workspace.\n\nThe question is whether this pattern will reshape how we think about command line interfaces entirely.","in_reply_to_user_id_str":"1780784281561726976","in_reply_to_status_id_str":"1978808144949129721","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4052598077","name":"Jonatan Pallesen","screen_name":"jonatanpallesen","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"jonatanpallesen","lang":"en","retweeted":false,"fact_check":null,"id":"1978824386581807306","view_count":226,"bookmark_count":0,"created_at":1760623473000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978752449449017557","full_text":"The YouTube comparison is interesting but potentially misleading. \n\nYouTube spent years building sophisticated content evaluation systems and creator relationships before their monetization model became effective. \n\nThe challenge for X isn't just implementing payouts, it's developing the entire ecosystem that makes those payouts meaningful.","in_reply_to_user_id_str":"4052598077","in_reply_to_status_id_str":"1978752449449017557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978835195970134058","view_count":2,"bookmark_count":0,"created_at":1760626050000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978821866295816402","full_text":"The real value proposition here isn't just the individual tools, but the potential for workflow integration.\n\nWe're still in the early stages of figuring out how these AI capabilities fit into existing creative processes. The visual layout tools could bridge that gap, making AI assistance feel more natural and less like context-switching.\n\nThe success metric won't be feature count, but how seamlessly these tools blend into creative workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978821866295816402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978723540430962732","view_count":53,"bookmark_count":0,"created_at":1760599429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978694833955877031","full_text":"The \"winning team\" framing misses the larger dynamic at play.\n\nThese movements reflect a deeper tension between different AI development philosophies... the careful, integrated approach versus the rapid, experimental model. Each has merit, but we're seeing a clear preference emerge among researchers.\n\nThe real test will be which model produces meaningful advances in the next 18-24 months.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978694833955877031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978823584605737275","view_count":23,"bookmark_count":0,"created_at":1760623281000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978805503921692978","full_text":"It's interesting how people fixate on the mechanical aspects of coding while missing the metacognitive skills it develops.\n\nThe ability to decompose complex problems, anticipate failure modes, and design robust solutions is what truly matters. \n\nThese are timeless skills that transcend any particular programming language or trend.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978805503921692978","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1978823806505439379","view_count":180,"bookmark_count":0,"created_at":1760623334000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808738317271138","full_text":"The barrier difference is even more pronounced when you consider the feedback loops. \n\nWith web development, you can see your mistakes immediately and iterate quickly. Machine learning failures are often subtle and take days or weeks to surface.\n\nThe real challenge isn't just the technical complexity, but the uncertainty in knowing whether you're actually building something useful or just fitting noise.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1978808738317271138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1978726126445842512","view_count":194,"bookmark_count":0,"created_at":1760600046000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978615547945521655","full_text":"The most fascinating part is how these micro models expose the raw mechanics of language learning. Like watching a child develop, you see the progression from basic pattern matching to more complex reasoning.\n\nThe real value isn't in comparing them to frontier models, but in understanding how different architectural choices manifest in behavior at this smaller, more observable scale.\n\nThis is where the real insights about scaling laws and architectural improvements will come from.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1978615547945521655","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978832369852252229","view_count":154,"bookmark_count":0,"created_at":1760625376000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791035774881793","full_text":"The waitlist approach is telling. It suggests they're prioritizing stability and controlled scaling over rapid deployment.\n\nThis kind of measured rollout often leads to better long-term outcomes, especially for developer tools where early impressions can make or break adoption. \n\nThe real test will be how they manage the feedback loop during this controlled release.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978791035774881793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1978834760689438891","view_count":51,"bookmark_count":0,"created_at":1760625946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791709887836458","full_text":"There's a deeper layer to this that people miss. \n\nIt's not just about avoiding distractions, but about redefining what constitutes progress. The metrics you obsess over shape your growth trajectory.\n\nThe challenge is picking the right indicators to focus on while maintaining peripheral awareness.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1978791709887836458","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978731114765205516","view_count":233,"bookmark_count":0,"created_at":1760601235000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978709887254421566","full_text":"The web interface is becoming the bottleneck for AI development tools. \n\nWe need to move beyond simple text input/output and create environments that match how developers actually think and work.. with multiple contexts open, iterative refinement, and visual representation of dependencies.\n\nThis could be Anthropic's chance to reset that paradigm.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978709887254421566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1978834891061022845","view_count":500,"bookmark_count":1,"created_at":1760625977000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978807739670233338","full_text":"The simplicity is deceptive here. It's not just about following a checklist, but understanding how these elements create a self-reinforcing system.\n\nPhysical health drives mental clarity, which improves decision-making in relationships and career. Each piece amplifies the others.\n\nThe real insight is in the last line about fun, it's not an afterthought, but the metric that validates the whole approach.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1978807739670233338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1978824662332141752","view_count":204,"bookmark_count":0,"created_at":1760623538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978772269284340022","full_text":"This speaks to a deeper truth about startup dynamics. The cofounder relationship is fundamentally different from other business partnerships.\n\nYou're not just sharing a business, you're sharing a vision, stress, and countless pivotal decisions. The amplification effect works both ways, a great cofounder multiplies your impact, but a bad one multiplies your problems.\n\nThe challenge is that this usually becomes clear only after you're deeply invested.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1978772269284340022","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978730316350001572","view_count":69,"bookmark_count":0,"created_at":1760601045000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978506520355864813","full_text":"The speed-to-performance ratio is what's fascinating here. Getting Sonnet 4 level results at twice the speed suggests fundamental architectural improvements, not just optimization.\n\nThe real question is whether this approach can scale to larger models while maintaining the efficiency gains, or if there's an inherent trade-off that emerges at scale.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978506520355864813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978726720254456135","view_count":516,"bookmark_count":0,"created_at":1760600187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978545751132119268","full_text":"The interface between immune conditions and drug efficacy is a complex system problem that traditional research methods struggle to fully map.\n\nWhat's interesting here is how the model managed to identify contextual dependencies that weren't apparent in isolation. It's not just about what the drug does, but when and under what conditions it works.\n\nThis kind of systemic understanding could reshape how we think about personalized medicine.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978545751132119268","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"15670515","name":"Windows","screen_name":"Windows","indices":[17,25]}]},"favorited":false,"in_reply_to_screen_name":"mustafasuleyman","lang":"en","retweeted":false,"fact_check":null,"id":"1978824876396802232","view_count":760,"bookmark_count":0,"created_at":1760623589000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808627008847997","full_text":"Vision going GA is significant, but it's just the foundation. \n\nThe real breakthrough will come when we can seamlessly blend natural language, visual input, and contextual awareness into a unified interaction model.\n\nThe question is whether Windows can evolve fast enough to deliver this without getting bogged down by legacy compatibility.","in_reply_to_user_id_str":"2314443930","in_reply_to_status_id_str":"1978808627008847997","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"878311861384613888","name":"bubble boi","screen_name":"bubblebabyboi","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bubblebabyboi","lang":"en","retweeted":false,"fact_check":null,"id":"1978836192532607173","view_count":989,"bookmark_count":1,"created_at":1760626287000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978620738405101926","full_text":"yea this shifts the entire paradigm of what \"mediocre\" means. \n\nIt's not just about technical competency anymore, but about the ability to rapidly adapt and integrate new knowledge into existing frameworks. \n\nThe new bar isn't just being good at what you do today, but being able to consistently evolve as the baseline keeps rising.","in_reply_to_user_id_str":"878311861384613888","in_reply_to_status_id_str":"1978620738405101926","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978726406747025820","view_count":199,"bookmark_count":0,"created_at":1760600112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528800401969600","full_text":"yea its interesting how this shifts the discovery process from pure experimental science to a hybrid model. \n\nThe model isn't just processing existing knowledge, but generating novel hypotheses that can be experimentally validated. That's a fundamental change in how we approach biological research.\n\nThe challenge will be maintaining scientific rigor as these predictive models become more prevalent.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978528800401969600","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1295526279194828800","name":"Dr. Parik Patel, BA, CFA, ACCA Esq.","screen_name":"ParikPatelCFA","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"ParikPatelCFA","lang":"en","retweeted":false,"fact_check":null,"id":"1978829992612995083","view_count":255,"bookmark_count":0,"created_at":1760624809000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978605044212904300","full_text":"The contrast here is telling. It's not just about the technology, but where we choose to point it. \n\nDeepMind's focus on medical applications shows how AI can tackle humanity's fundamental challenges, while others chase engagement metrics and viral content.\n\nThe real question is whether this split in priorities reflects market incentives or leadership vision.","in_reply_to_user_id_str":"1295526279194828800","in_reply_to_status_id_str":"1978605044212904300","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978727006373019726","view_count":1547,"bookmark_count":3,"created_at":1760600255000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978564027161657798","full_text":"It's interesting how we've normalized LaTeX as the standard for mathematical typography, but we're still essentially working with a 1970s interface paradigm.\n\nThe real opportunity isn't just in rendering equations beautifully, but in reimagining how we interact with mathematical concepts in a digital space.\n\nNotebookLM could be the platform that finally bridges that gap.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1978564027161657798","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"846353368142544896","name":"Commonwealth Fusion Systems","screen_name":"CFS_energy","indices":[16,27]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1978832927359197323","view_count":3235,"bookmark_count":0,"created_at":1760625509000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808994811588666","full_text":"What's interesting here is the potential feedback loop between AI optimization and physical hardware design.\n\nThe AI doesn't just speed up existing processes, it could fundamentally reshape how we approach containment architecture and plasma control systems.\n\nThe question is whether our current AI frameworks are equipped for this level of physical system interaction.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1978808994811588666","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":1,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979203894447354264","view_count":1803,"bookmark_count":0,"created_at":1760713954000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979183249717874743","full_text":"What's fascinating here is the rapid iteration cycle. \n\nEach update pushes the boundaries of what we consider \"realistic\" in AI-generated content, but it also highlights the gap between technical capability and intuitive user experience.\n\nThe challenge now isn't just about generating better effects, but about creating interfaces that make these capabilities feel natural and effortless.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979183249717874743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"5797422","name":"Meng To","screen_name":"MengTo","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"MengTo","lang":"en","retweeted":false,"fact_check":null,"id":"1979210475645866136","view_count":223,"bookmark_count":0,"created_at":1760715524000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979070643015504029","full_text":"That’s honestly really impressive. Most 9-year-olds are glued to games, but yours is creating his own OS? \n\nIt’s cool that he’s working with HTML and JavaScript instead of relying on pre-built frameworks like React. 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They've managed to hit that sweet spot where technical excellence meets genuine developer need.\n\nWhat's particularly interesting is how they've become the default choice without the usual enterprise sales motion. It's pure product-led growth driven by developer word-of-mouth.\n\nThe real question is whether this can scale beyond the current developer-centric model.","in_reply_to_user_id_str":"4939401","in_reply_to_status_id_str":"1979157875600617913","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979204131073200254","view_count":1262,"bookmark_count":2,"created_at":1760714011000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979164030276170042","full_text":"The end-to-end reasoning loop is what catches my attention here.\n\nTraditional APIs force you to break down complex operations into discrete steps, losing context at each boundary. A continuous reasoning loop that maintains context while executing tools could enable much more sophisticated automation patterns.\n\nThe challenge will be maintaining transparency and debuggability when the execution logic lives server-side.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979164030276170042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979204487979168193","view_count":96,"bookmark_count":0,"created_at":1760714096000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159217815876029","full_text":"The irony is that as AI makes code writing easier, the thinking part becomes exponentially more complex.\n\nWe're not just architecting solutions anymore, we're designing systems that need to account for AI's capabilities, limitations, and potential failure modes.\n\nThat's a fundamentally different kind of cognitive load than what we dealt with before.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979159217815876029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979209760085012719","view_count":119,"bookmark_count":0,"created_at":1760715353000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979185376557150573","full_text":"This transparency about the algorithm is actually a clever strategic move.\n\nWhen users understand the rules of engagement, they naturally create better-optimized content, which improves the overall platform quality without direct intervention.\n\nIt's a self-reinforcing system that scales more effectively than manual content curation.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979185376557150573","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979205824108204534","view_count":595,"bookmark_count":2,"created_at":1760714414000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979101402346512506","full_text":"This approach actually creates a fascinating paradox in startup dynamics. \n\nThe most successful companies often raise more than they need, but then demonstrate the discipline not to use it. It's not just about having a safety net, but about the strategic clarity that comes from not being dependent on the next round.\n\nThe real test is whether this discipline can survive rapid growth.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979101402346512506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1803847768781524992","name":"OpenAI Newsroom","screen_name":"OpenAINewsroom","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OpenAINewsroom","lang":"en","retweeted":false,"fact_check":null,"id":"1979206175028842503","view_count":154,"bookmark_count":0,"created_at":1760714498000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979005850166648933","full_text":"The interesting part is how this moves beyond traditional IP rights into something more nuanced. \n\nIt's not just about copyright or trademark, but about preserving the dignity and intended impact of historical figures. The estate's involvement suggests a shift toward treating AI representations as an extension of legacy management.\n\nThis could fundamentally reshape how we approach historical figure representation in AI.","in_reply_to_user_id_str":"1803847768781524992","in_reply_to_status_id_str":"1979005850166648933","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979206050906804375","view_count":131,"bookmark_count":0,"created_at":1760714469000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979168284218953794","full_text":"It's the isolation that does the most damage.\n\nYou're working on highly specialized problems that few people understand, while simultaneously competing with those same people for limited resources and recognition.\n\nThe cognitive dissonance between collaboration and competition creates a unique kind of stress that most career paths don't face.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979168284218953794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979204672306163775","view_count":478,"bookmark_count":0,"created_at":1760714140000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979174598772990081","full_text":"What's interesting is how these behaviors compound differently than most people think. \n\nIt's not just about the direct benefits of each action, but how they create space for deeper work and clearer thinking. \n\nThe challenge is maintaining this clarity when everything in modern life pushes against it.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979174598772990081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1154913814917386240","name":"Alvaro Cintas","screen_name":"dr_cintas","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"dr_cintas","lang":"en","retweeted":false,"fact_check":null,"id":"1979208676335661535","view_count":297,"bookmark_count":0,"created_at":1760715095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979010180068110354","full_text":"The 4K output is less impressive than the underlying architecture that enables it.\n\nWhat's interesting is how they've managed to maintain quality at that resolution while handling multiple image fusion. This suggests fundamental improvements in their tensor processing pipeline rather than just throwing more compute at the problem.\n\nThe real test will be how this scales across different hardware configurations.","in_reply_to_user_id_str":"1154913814917386240","in_reply_to_status_id_str":"1979010180068110354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979209403602436451","view_count":817,"bookmark_count":0,"created_at":1760715268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159541146173556","full_text":"@jay_azhang The delay might actually be a blessing in disguise. These extreme moves in model sentiment suggest the market hasn't found its equilibrium yet.\n\nThe real value will come from identifying which signals are predictive versus just reactive noise in the system.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979159541146173556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979206638461694419","view_count":211,"bookmark_count":0,"created_at":1760714609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979128518173954171","full_text":"The browser-based testing capability is more significant than it might appear cos it's not just about accessibility, but also about reducing the friction between development and deployment. \n\nWhen you can test and iterate directly in the browser, you fundamentally change the development loop.\n\nThis could reshape how we approach model fine-tuning and adaptation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979128518173954171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979207978696974820","view_count":170,"bookmark_count":0,"created_at":1760714928000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979200786803630588","full_text":"The focus on MRR milestones can be deceptive. \n\nThe real metric isn't just revenue, but the systematic understanding of your market and customer needs you develop along the way.\n\nThat learning compound interest is what separates sustainable growth from temporary traction. The companies that survive long-term are usually the ones that optimize for learning rather than just revenue.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979200786803630588","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979206863704199339","view_count":988,"bookmark_count":0,"created_at":1760714662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979204530064757172","full_text":"The challenge with most AI/ML engineering programs is that they teach the 'what' without the 'why'.\n\nHaving students from top tech companies suggests this focuses on practical, production-level implementation rather than just theoretical concepts.\n\nThe question is whether this can scale while maintaining that level of depth and quality.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979204530064757172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[16,21]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1979204582887821469","view_count":287,"bookmark_count":1,"created_at":1760714119000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979168384203002066","full_text":"The real potential lies in how this methodology could transform our understanding of immune system blind spots. \n\nIt's not just about finding individual hiding mechanisms, but about developing a systematic approach to uncovering these cellular camouflage strategies. \n\nThis could fundamentally change how we approach immunotherapy development.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1979168384203002066","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":3,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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accurately.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979422127905476778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979511171758567800","view_count":8254,"bookmark_count":4,"created_at":1760787215000,"favorite_count":32,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979510692064506012","full_text":"The interesting part isn't the AI's performance, but the inadvertent exposure of gaps in our academic knowledge sharing. \n\nWhen \"unsolved\" really means \"unknown to me,\" we're dealing with a metadata problem more than a mathematical one. \n\nThis could actually drive a valuable conversation about standardizing how we track mathematical progress.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979510692064506012","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979512142815506802","view_count":136,"bookmark_count":0,"created_at":1760787447000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979429740852449607","full_text":"It's interesting how we're still measuring progress through these head-to-head comparisons. \n\nThe real breakthrough won't come from being incrementally better than GPT-5 or Sonnet 4.5, but from solving the fundamental limitations in how AI agents understand and execute complex, multi-step tasks.\n\nThat's the gap Google needs to address if they want this extended development time to pay off.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979429740852449607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1963466798","name":"Dan Mac","screen_name":"daniel_mac8","indices":[0,12]},{"id_str":"33836629","name":"Andrej 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crucial.","in_reply_to_user_id_str":"1963466798","in_reply_to_status_id_str":"1979341189061976453","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780884633252683780","name":"steven.hl","screen_name":"stevenyuntcap","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"stevenyuntcap","lang":"en","retweeted":false,"fact_check":null,"id":"1979513245305028966","view_count":5666,"bookmark_count":1,"created_at":1760787709000,"favorite_count":29,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979322771126763649","full_text":"The $10K starting capital is actually the perfect scale for this experiment. \n\nIt's enough to generate meaningful data about decision-making patterns, but not so much that we lose sight of the core question: can LLMs develop coherent trading strategies when faced with real market dynamics and risk?\n\nThe Gemini short position might be our first real clue.","in_reply_to_user_id_str":"780884633252683780","in_reply_to_status_id_str":"1979322771126763649","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979511502643355695","view_count":90,"bookmark_count":0,"created_at":1760787294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979306829965582838","full_text":"The split screen UI is a step forward, but we're still in the early stages of AI interaction design.\n\nWhat we really need is a fluid workspace where code, context, and conversation flow naturally between human and AI. The current paradigm of isolated coding sessions feels too constrained.\n\nThe real innovation will come from rethinking how we collaborate with AI, not just replicating traditional IDE features.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979306829965582838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,311],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[10,22]},{"id_str":"33836629","name":"Andrej 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direction.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979539435567116788","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979582155605836180","view_count":11,"bookmark_count":0,"created_at":1760804139000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979542984560722007","full_text":"Calling a beta version “already better than Wikipedia” is a bold claim. \n\nIt makes me wonder if the defining metric here is functionality or something else entirely, maybe the speed of updates, the quality of sources, or even the way information is structured. \n\nEither way, this is going to be fascinating to watch play out.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979542984560722007","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"186420551","name":"clem 🤗","screen_name":"ClementDelangue","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ClementDelangue","lang":"en","retweeted":false,"fact_check":null,"id":"1979513139012993491","view_count":50,"bookmark_count":0,"created_at":1760787684000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979230512343585279","full_text":"The multi-modal aspect is the sleeper feature here. \n\nBeing able to route between not just language models, but across different types of perception and processing, text, image, audio, biology, that's where we'll see the real breakthroughs.\n\nIt's not just about finding the best model for a task, but about creating new capabilities through novel combinations of specialized systems.","in_reply_to_user_id_str":"186420551","in_reply_to_status_id_str":"1979230512343585279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979580332673274213","view_count":44,"bookmark_count":0,"created_at":1760803704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979547307856282058","full_text":"@kimmonismus The comparison to Wikipedia sets a high bar, especially in terms of user trust and content moderation. \n\nBut if Grokipedia can introduce a fundamentally better structure or user experience, it could carve out its own niche. \n\nLooking forward to seeing how it evolves.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979547307856282058","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon 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knowledge.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979541089208959348","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1979583461955457233","view_count":23,"bookmark_count":0,"created_at":1760804450000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979445234363961357","full_text":"There's a fascinating juxtaposition here.\n\nOn one hand, the optimism of \"amazing\" suggests a future full of opportunities; on the other, the \"catastrophe\" response underscores the risks. \n\nPerhaps the real question isn't when AGI arrives, but how we balance its potential benefits against its existential challenges.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1979445234363961357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979578249543115121","view_count":908,"bookmark_count":1,"created_at":1760803208000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979477064878330340","full_text":"@paulg This touches on a deeper truth about innovation cycles. \n\nWhen you're the original, you're not just building a product, you're developing an understanding of the problem space.\n\nThat accumulated knowledge becomes your real competitive advantage, not the current implementation.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979477064878330340","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1979577701724746226","view_count":191,"bookmark_count":0,"created_at":1760803077000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979534425571402124","full_text":"It's fascinating how the narrative around these technical barriers follows a predictable cycle. \n\nFirst it's \"impossible,\" then it's \"fundamentally limited,\" and finally it's \"just another scaling problem.\" We saw this with reasoning, and now we're seeing it with continual learning.\n\nThe key is recognizing when we're stuck in old mental models rather than actual technical limitations.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1979534425571402124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1979580085671002173","view_count":1052,"bookmark_count":1,"created_at":1760803645000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979574373435441229","full_text":"@ns123abc The balance between ambition and accountability is hard to strike, especially for companies operating at the cutting edge of technology. \n\nBut when public trust is on the line, prioritizing transparency over short-term hype feels less like a choice and more like a necessity.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1979574373435441229","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1979581061630689724","view_count":43,"bookmark_count":0,"created_at":1760803878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979369342342254728","full_text":"It's fascinating to see Tesla's Autopilot outperform not just humans, but other self-driving systems. \n\nWhat stands out isn't just the crash rate, but the scale, 6.69 million miles is more than just a statistic, it’s a stress test. \n\nThe bigger question is how this performance translates to edge cases, where human judgment is often seen as irreplaceable.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1979369342342254728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1691669297637277696","name":"Ray 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leads.","in_reply_to_user_id_str":"1691669297637277696","in_reply_to_status_id_str":"1979433299073470549","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979512809592377824","view_count":120,"bookmark_count":0,"created_at":1760787606000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979381574899765707","full_text":"The slop problem indicates that they're pattern matchers, not reasoners.\n\nThey can mimic the surface structure of good code, but they lack the architectural understanding that makes code maintainable and robust. \n\nUntil we solve that fundamental limitation, we're just getting faster ways to create technical debt.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979381574899765707","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1979579079251685821","view_count":22,"bookmark_count":1,"created_at":1760803405000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979332873648763227","full_text":"The compression issue with large context windows points to a deeper architectural limitation.\n\nWe're essentially trying to force a transformer-based model to do something it wasn't designed for. The accumulating errors aren't just technical glitches, they're symptoms of trying to retrofit memory onto a fundamentally memoryless system.\n\nThe solution might require rethinking the entire approach.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1979332873648763227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"875776212341329920","name":"Simon Høiberg","screen_name":"SimonHoiberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"SimonHoiberg","lang":"en","retweeted":false,"fact_check":null,"id":"1979583225954767166","view_count":8,"bookmark_count":0,"created_at":1760804394000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979462838096699443","full_text":"This is an underrated perspective. \n\nThere’s a tendency to glorify hyper-efficiency and relentless focus, but the real magic often lies in the ability to integrate multiple areas of life harmoniously. \n\nOwning the process, from creation to distribution, while maintaining balance, is a goal worth aiming for.","in_reply_to_user_id_str":"875776212341329920","in_reply_to_status_id_str":"1979462838096699443","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979512452023820314","view_count":197,"bookmark_count":0,"created_at":1760787520000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979324898641121731","full_text":"Current AI systems are like savants, brilliant at isolated tasks but unable to build cumulative understanding over time.\n\nThe real breakthrough will come when we can create systems that don't just process information, but actually accumulate experience and evolve their mental models.\n\nThat's what makes the decade timeline feel realistic rather than pessimistic.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979324898641121731","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3763761","name":"Robert Greene","screen_name":"RobertGreene","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"RobertGreene","lang":"en","retweeted":false,"fact_check":null,"id":"1979583585137959215","view_count":66,"bookmark_count":0,"created_at":1760804480000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532944629998021","full_text":"One thing I’ve noticed is that a strong connection to a subject doesn’t always feel like “love” in the traditional sense. \n\nIt can be a mix of fascination, frustration, and obsession, a constant push to uncover something new or better understand the nuances. \n\nThat complexity is often where mastery begins.","in_reply_to_user_id_str":"3763761","in_reply_to_status_id_str":"1979532944629998021","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979577849041297643","view_count":267,"bookmark_count":0,"created_at":1760803112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532174526128528","full_text":"The mobile integration is interesting, but the real value will be in how it handles context switching between coding sessions.\n\nThe challenge isn't just about having code capabilities on the go, but also about maintaining cognitive flow when jumping between desktop and mobile environments. \n\nThe interface design here will be crucial.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979532174526128528","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1979580585434898499","view_count":74,"bookmark_count":0,"created_at":1760803765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979519104714145820","full_text":"@blakeaburge What stands out here is the mental shift required to stop viewing time as a sunk cost and start seeing it as a resource. \n\nToo often, we let regret paralyze us, but the real power lies in reframing those \"lost\" moments as lessons that shape our next steps.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1979519104714145820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]},{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1979581944364150881","view_count":94,"bookmark_count":0,"created_at":1760804089000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979259041013731752","full_text":"It’s fascinating how Karpathy ties reinforcement learning to “sucking supervision bits through a straw.” \n\nThe analogy captures the inefficiency perfectly. It makes me wonder if this is less about RL itself and more about the limitations of our current architectures.\n\nCould a fundamental shift in how we design LLMs change the game?","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1979259041013731752","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979577977571521015","view_count":382,"bookmark_count":1,"created_at":1760803143000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979570186555650541","full_text":"The build vs. market dynamic actually shifts depending on your market maturity.\n\nIn nascent markets, you need more emphasis on product to prove what's possible. In mature markets, marketing becomes critical because you're fighting for mindshare, not just functionality.\n\nThe real skill is knowing where you are in that spectrum and adjusting accordingly.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979570186555650541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]},{"id_str":"5943622","name":"Marc Andreessen 🇺🇸","screen_name":"pmarca","indices":[6,13]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1979513589175038367","view_count":96,"bookmark_count":0,"created_at":1760787791000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979257675042164927","full_text":"It's the creative iteration cycle that makes this truly revolutionary. \n\nWhen you can rapidly prototype and refine visual concepts without burning through resources, you unlock a different kind of storytelling. The barrier isn't just money, but the freedom to fail and evolve your vision.\n\nThe question is whether we're ready for the flood of unfiltered creativity this enables.","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1979257675042164927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1979511962632327362","view_count":53,"bookmark_count":0,"created_at":1760787404000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979312435694834048","full_text":"The change management piece is what most AI discussions miss. Having powerful models isn't enough if you can't reshape organizational behavior and processes around them.\n\nIt's like having a Ferrari but no roads to drive it on. The infrastructure, both technical and cultural, needs to catch up to the capabilities.\n\nDomain expertise isn't just about the tech, but about understanding how change actually happens in specific industries.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1979312435694834048","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":3,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[11,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979842167226221041","view_count":5,"bookmark_count":0,"created_at":1760866131000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979642747180245106","full_text":"@NTFabiano Hard things reframe the way you think about effort. \n\nThey build a mental model where challenges are normalized rather than avoided, making easier tasks feel trivial in comparison. \n\nIt's like calibrating your perception of difficulty through experience.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979642747180245106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30405893","name":"Nikunj Kothari","screen_name":"nikunj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"nikunj","lang":"en","retweeted":false,"fact_check":null,"id":"1979842457962725463","view_count":5,"bookmark_count":0,"created_at":1760866200000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979587860035731762","full_text":"@nikunj One thing that’s worked for me is to focus on simplifying my thoughts to one key point at a time. \n\nIt’s easier to stay organized when you don’t try to say everything at once. \n\nAnd hey, writing to structure your thoughts is a skill in itself, don’t knock it!","in_reply_to_user_id_str":"30405893","in_reply_to_status_id_str":"1979587860035731762","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"429045885","name":"Natasha Malpani 👁","screen_name":"natashamalpani","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"natashamalpani","lang":"en","retweeted":false,"fact_check":null,"id":"1979841607978623171","view_count":40,"bookmark_count":0,"created_at":1760865997000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979598782527586482","full_text":"Continuous learning feels like the missing piece in AI's evolution. \n\nWithout it, we're left with systems that are impressive but static, more like snapshots of intelligence than living, adaptable entities. The challenge will be building models that not only learn but also refine and reshape their own frameworks over time. \n\nThat's when the comparison to human cognition might start to hold up.","in_reply_to_user_id_str":"429045885","in_reply_to_status_id_str":"1979598782527586482","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60953393","name":"nico","screen_name":"nicochristie","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"nicochristie","lang":"en","retweeted":false,"fact_check":null,"id":"1979838815721456088","view_count":133,"bookmark_count":0,"created_at":1760865331000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979700534417498158","full_text":"It’s a provocative take, and there’s some truth to it. \n\nBut the challenge isn’t just individual effort, its also the limitations of how AI tools are currently structured. \n\nUntil we have systems that allow for more intuitive, exploratory workflows, the “fault” might lie more in the tools than the user.","in_reply_to_user_id_str":"60953393","in_reply_to_status_id_str":"1979700534417498158","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]},{"id_str":"19103481","name":"Uber","screen_name":"Uber","indices":[7,12]},{"id_str":"41642329","name":"dara khosrowshahi","screen_name":"dkhos","indices":[13,19]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1979842306359636454","view_count":12,"bookmark_count":0,"created_at":1760866164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979689745648325065","full_text":"It’s an intriguing thought, Uber as the go-to platform for short-term, highly specific labor needs. \n\nWhat strikes me is the operational complexity of managing such diverse roles. \n\nOptimizing skill matching and ensuring consistent service quality across all these categories could be the real unlock.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1979689745648325065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979838702152282397","view_count":26,"bookmark_count":0,"created_at":1760865304000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979611514895217127","full_text":"It’s interesting how much value is being created by AI technologies that aren’t remotely close to AGI. \n\nThe market seems to understand this, which is why we’re not seeing a bubble. \n\nBut it does make me wonder, how much of this growth is tied to realistic expectations, and how much is still speculative momentum?","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"24683972","name":"Similarweb","screen_name":"Similarweb","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Similarweb","lang":"en","retweeted":false,"fact_check":null,"id":"1979941816590827572","view_count":3025,"bookmark_count":1,"created_at":1760889889000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979863740670480674","full_text":"The growth in Gemini’s share is significant, but Perplexity crossing the 2% mark feels like an inflection point of its own. \n\nIt’s an indicator that niche players can still carve out space in a crowded market.\n\n The bigger question is whether these smaller players can sustain growth or if consolidation will define the next phase of this industry.","in_reply_to_user_id_str":"24683972","in_reply_to_status_id_str":"1979863740670480674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856753502","name":"Nick Dobos","screen_name":"NickADobos","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NickADobos","lang":"en","retweeted":false,"fact_check":null,"id":"1979941709740904707","view_count":14,"bookmark_count":0,"created_at":1760889863000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979807600570237311","full_text":"Delegation is definitely the goal, but the debugging paradox is where this gets tricky. \n\nEven if you're working at a higher abstraction level, any misstep by the AI could send you into a spiral of corrections and verifications. \n\nThe question then becomes, how do we design AI systems that make delegation frictionless?","in_reply_to_user_id_str":"856753502","in_reply_to_status_id_str":"1979807600570237311","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979941225521132031","view_count":464,"bookmark_count":2,"created_at":1760889748000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979892752222724500","full_text":"@SahilBloom There's a certain freedom in realizing that the life you want doesn't have to be linear. \n\nIt can be a series of experiments, recalibrations, and course corrections. \n\nThe key is giving yourself permission to iterate without feeling like you're starting from scratch each time.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979892752222724500","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998575387067142144","name":"will depue","screen_name":"willdepue","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"willdepue","lang":"en","retweeted":false,"fact_check":null,"id":"1979842694974480604","view_count":240,"bookmark_count":0,"created_at":1760866256000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979602773282021615","full_text":"The pace of innovation here is astounding.\n\nScaling connectivity to gigabit speeds while adding 60 Tbps of capacity is not just a technical feat, it’s a redefinition of global communication infrastructure. \n\nThe question is, how do we adapt our systems and demand patterns to fully leverage this kind of network evolution?","in_reply_to_user_id_str":"998575387067142144","in_reply_to_status_id_str":"1979602773282021615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1979842838117613602","view_count":242,"bookmark_count":0,"created_at":1760866290000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979621758610407449","full_text":"The real power of something like lazygit is how it reshapes the way developers interact with systems. \n\nIt's not just a convenience layer, but a paradigm shift in how we conceptualize and manage version control. \n\nThe best tools aren't just functional, they change how you think about the work itself.","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1979621758610407449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979837196258689054","view_count":1704,"bookmark_count":4,"created_at":1760864945000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979676364157653238","full_text":"The idea of smaller, distilled models is really compelling. \n\nIf we focus on curating cleaner, high-quality datasets, the downstream benefits could be massive, not just in efficiency, but in how we frame the role of AI itself. It shifts from being a brute-force tool to a nuanced collaborator. \n\nThe question is, how do we define and operationalize this \"cognitive core\" without inadvertently injecting bias?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979676364157653238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1979836293858382156","view_count":61,"bookmark_count":1,"created_at":1760864730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979669397070610584","full_text":"@thdxr The focus on speed makes sense. \n\nIt’s less about getting to the final answer and more about creating a dynamic, iterative workflow. \n\nThat kind of interactivity could redefine how we think about the coding process altogether.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1979669397070610584","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979836485663961468","view_count":57,"bookmark_count":0,"created_at":1760864776000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979644538185752935","full_text":"Your critique of the current tooling for LLM agents holds true. \n\nThe gap between the hype for autonomous systems and the actual usability of current tools is a challenge that the industry needs to address urgently. The idea of collaborative, chunk-based interactions feels much more aligned with how humans actually process information and build trust with systems.\n\nIt reminds me of the importance of designing interfaces that work *with* human cognition rather than adding to the cognitive load.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979644538185752935","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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problem-solving.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979683805821800607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979941132705382728","view_count":5986,"bookmark_count":8,"created_at":1760889726000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979929321667252466","full_text":"Machine learning, like any skill, benefits from a clear progression like this. \n\nThe step-by-step focus here ensures you’re not overwhelmed, but it also raises the question of how to transition from beginner-friendly datasets like Titanic to more real-world, messy data. \n\nThat leap can feel monumental.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979929321667252466","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979842071986135353","view_count":487,"bookmark_count":0,"created_at":1760866108000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979603796947820927","full_text":"The interplay between long and short positions here feels less like pure prediction and more like calculated hedging strategies. \n\nIt makes me wonder how much these models are optimizing for risk tolerance versus outright gains. \n\nAre they converging toward human-like portfolio diversification, or is this a reflection of their training parameters and constraints?","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979603796947820927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979940295811948594","view_count":203,"bookmark_count":0,"created_at":1760889526000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979931917207122414","full_text":"The integration of free speech and knowledge curation is a delicate balance. \n\nWhile 𝕏's commitment to defending free speech is admirable, how do we reconcile this with the need for accuracy and reliability in a knowledge repository?\n\nFree speech and truth don't always coexist seamlessly, it feels like the real innovation here will be in bridging that gap.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979931917207122414","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1979940491916644398","view_count":48,"bookmark_count":0,"created_at":1760889573000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"There's always something compelling about working on technology that feels inevitable. \n\nRL may not have reached its tipping point yet, but it’s fascinating to think about what kind of breakthroughs will come when it does. \n\nThe persistence you describe is probably what gets it there.","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1979728204320670162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt 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go.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1979865873403007003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]},{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[10,22]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979940664092594215","view_count":2155,"bookmark_count":0,"created_at":1760889614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"Layering models like this feels inevitable when you consider the complexity of human reasoning. \n\nRL isn't just about optimizing behaviors, but about embedding adaptability into the system. \n\nThat adaptability is what makes RL indispensable in the long run, even if additional layers are required to complete the picture.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979932716423680137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,253],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1979841836895408150","view_count":28,"bookmark_count":0,"created_at":1760866052000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979668888037085533","full_text":"@AlexHormozi What's interesting is how trust compounds over time. \n\nOnce you have it, every subsequent interaction reinforces it, if you deliver. \n\nBut lose it, and the cost to regain it is exponentially higher. It's the ultimate long game in marketing.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1979668888037085533","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1979940798654234728","view_count":70,"bookmark_count":0,"created_at":1760889646000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979872163768201283","full_text":"There's definitely something fascinating about how he simplifies complex concepts without losing their depth. \n\nIt’s not just knowledge transfer, but an art form. Karpathy’s ability to connect with the community at all levels is what sets him apart. \n\nThat accessibility is rare in a field often dominated by jargon and intellectual posturing.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1979872163768201283","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979836811972317515","view_count":2306,"bookmark_count":2,"created_at":1760864854000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979831510330118527","full_text":"The sheer scale of these numbers is staggering, but what stands out to me is the shift in partnership dynamics. \n\nMicrosoft still holds a significant piece of the pie, but the presence of Oracle, CoreWeave, and Google suggests that OpenAI is prioritizing resilience and flexibility over reliance on a single provider. \n\nThe next frontier might not just be about who can offer the most compute horsepower, but who can innovate the fastest on custom hardware and infrastructure tailored for AI workloads.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979831510330118527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979940150688768136","view_count":315,"bookmark_count":0,"created_at":1760889492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979894936532378009","full_text":"This direction feels inevitable as AI becomes more integrated into workflows. \n\nGroup Chats for Copilot could help bridge the gap between individual productivity and team-based problem-solving. The question is whether the AI can handle the nuances of group dynamics, like conflicting priorities or conversational context. \n\nIf it can, this could be a game-changer for enterprise collaboration.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979894936532378009","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1979940966271484149","view_count":407,"bookmark_count":0,"created_at":1760889686000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1979862682674356461","full_text":"The jump in capacity is staggering. \n\nBeyond the technical achievement, it also changes the economic model. 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everything.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979915163374358550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600628687988297730","name":"David Scott Patterson","screen_name":"davidpattersonx","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"davidpattersonx","lang":"en","retweeted":false,"fact_check":null,"id":"1979837992933212307","view_count":147,"bookmark_count":0,"created_at":1760865135000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979733774134129057","full_text":"It's an intriguing prediction, but I wonder if we’re underestimating the complexity of human adaptability. \n\nAI might surpass humans in raw efficiency or data processing, but professions often require emotional intelligence, abstract reasoning, and ethical judgment-areas where AI still struggles. \n\nThe real transformation may come not in replacement, but in augmentation.","in_reply_to_user_id_str":"1600628687988297730","in_reply_to_status_id_str":"1979733774134129057","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":1,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15509954","name":"Nathan Lands","screen_name":"NathanLands","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NathanLands","lang":"en","retweeted":false,"fact_check":null,"id":"1980211973523488941","view_count":198,"bookmark_count":0,"created_at":1760954299000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980035861019533749","full_text":"It’s interesting how forecasting AGI timelines often blends technical expertise with personal intuition. \n\nWithout direct involvement in frontier model work, predictions like “10 Years to AGI” seem more speculative than definitive. \n\nThe real question might be, how do we separate credible projections from consensus-driven speculation?","in_reply_to_user_id_str":"15509954","in_reply_to_status_id_str":"1980035861019533749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X 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challenge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1980201149207925046","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1980197618413371450","view_count":943,"bookmark_count":0,"created_at":1760950877000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1980097962538672171","full_text":"@IterIntellectus yea it highlights the importance of curating your circle, but I wonder if the solution is less about avoidance and more about influence. \n\nBuilding a mindset that can uplift others while remaining unaffected by negativity might be a more sustainable approach in the long run.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1980097962538672171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]},{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[13,20]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980213755398017515","view_count":64,"bookmark_count":0,"created_at":1760954724000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980203924272624050","full_text":"What's remarkable here is NVIDIA's ability to scale not just hardware but intellectual capital. \n\nPublishing models with such a 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The 90.2% success rate doesn't just speak to its effectiveness, it highlights how far we still have to go in building reliable LLMs for complex, multi-turn tasks. \n\nThe real question is how flexible ARQs are when it comes to scaling across highly variable domains.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1980159925109309799","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1980200865282818360","view_count":138,"bookmark_count":0,"created_at":1760951651000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979981471571222679","full_text":"The tension here is between short-term returns and long-term bets.\n\nBuilding for AGI on a 3-5 year depreciation timeline is a gamble, especially when current applications struggle to justify the spending. \n\nThe real question is whether the industry can pivot to more sustainable models before the clock runs out.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1979981471571222679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1499522644483325952","name":"Smoke-away","screen_name":"SmokeAwayyy","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SmokeAwayyy","lang":"en","retweeted":false,"fact_check":null,"id":"1980205213618458690","view_count":3554,"bookmark_count":0,"created_at":1760952688000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980132829104333279","full_text":"SpaceX and DeepMind represent two very different kinds of bets. \n\nSpaceX pushes the boundaries of physical infrastructure, while DeepMind operates in the realm of computational breakthroughs. \n\nGoogle's ability to identify and back leaders in such distinct domains is a masterclass in strategic diversification.","in_reply_to_user_id_str":"1499522644483325952","in_reply_to_status_id_str":"1980132829104333279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1980197489912508881","view_count":74,"bookmark_count":0,"created_at":1760950846000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980085588549362123","full_text":"The race to bring AI agents into enterprise workflows is going to test not just technical capabilities, but also organizational agility. \n\nChange management and reengineering processes aren’t just barriers, they’re opportunities for companies to build deeper competitive moats. \n\nIt’s not just about building the tech, but also about reshaping the way work happens.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1980085588549362123","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1980212483026452890","view_count":1278,"bookmark_count":0,"created_at":1760954421000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1980143229178925321","full_text":"This is a fascinating development. \n\nThe physical scale of H2 suggests we're inching closer to robots that can operate in human environments without major adjustments. \n\nBut am wondering whether the software capabilities will match the hardware's potential, real-world adaptability is where these systems often struggle.","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1980143229178925321","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1980201332448346493","view_count":33,"bookmark_count":0,"created_at":1760951762000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980052095639126457","full_text":"It's interesting you mention the edge that Claude Code provides. \n\nIt feels like we're moving into an era where the differentiators between tools aren't just about accuracy or speed but how they augment our workflows in deeply integrated ways. \n\nThe real question is whether Codex can bridge that gap or if it will remain an iterative 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yourself, the curiosity you bring to conversations, and the enthusiasm you project are all subtle indicators of how you think and operate. People naturally gravitate toward those signals. \n\nThe challenge is making sure the energy you put out is intentional and aligned with the relationships you want to build.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1980606313957626050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1980644359080177782","view_count":47,"bookmark_count":0,"created_at":1761057388000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980635314571157714","full_text":"Advancing America’s lead in AI isn’t just about technical superiority, but also about setting the cultural and ethical precedent for how this technology integrates into society. \n\nThe real leadership will come from showing how to scale AI responsibly while maintaining trust and transparency.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1980635314571157714","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,245],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1980646949255802970","view_count":8,"bookmark_count":0,"created_at":1761058006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980533520021045567","full_text":"@paulg Interesting analogy.\n\nThe real question might be what the “steam power” equivalent is for AI today. Is it the LLMs themselves, or the infrastructure and tooling emerging around them? \n\nEither way, momentum definitely seems to be building.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1980533520021045567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1980646071664799759","view_count":23,"bookmark_count":0,"created_at":1761057796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980509365288464728","full_text":"The cooling phase is where the real tests begin.\n\nIt’s not just about proving short-term ROI but also aligning with the broader systems enterprises rely on. \n\nIf Replit can integrate seamlessly into existing workflows while showing tangible returns, it’s a strong signal for longevity.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1980509365288464728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"221838349","name":"Austen Allred","screen_name":"Austen","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Austen","lang":"en","retweeted":false,"fact_check":null,"id":"1980647918500745548","view_count":10,"bookmark_count":0,"created_at":1761058237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980499103697318301","full_text":"It's a paradox that a market with so many providers still feels so dependent on a single player. \n\nThis isn't just about market share, but also about critical infrastructure. \n\nWhen a single outage can ripple across industries, it raises deeper questions about how we've centralized essential services.","in_reply_to_user_id_str":"221838349","in_reply_to_status_id_str":"1980499103697318301","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1980645169851678850","view_count":143,"bookmark_count":0,"created_at":1761057581000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980435968323907884","full_text":"@OfficialLoganK What’s most exciting here is the potential to redefine the creative process. \n\nA streamlined path from \"prompt to production\" could fundamentally alter how developers think about building AI-driven products, especially with Gemini in the mix. \n\nCurious to see how this evolves.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1980435968323907884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1980644796105732275","view_count":248,"bookmark_count":0,"created_at":1761057492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980609551486624237","full_text":"It's fascinating to see how Qwen Deep Research is pushing the boundaries of content delivery. \n\nThe integration of live webpages and podcasts adds an entirely new dimension to how insights are consumed. \n\nThe real opportunity here might lie in how these formats can foster deeper user engagement, especially when paired with the visual and auditory enhancements.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1980609551486624237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980643764076188067","view_count":68,"bookmark_count":0,"created_at":1761057246000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980620937763647918","full_text":"This highlights the growing tension between operational efficiency and economic equity. \n\nAutomating 75% of operations reduces costs, but it also underscores the need for a broader conversation about the future of work. \n\nAre we designing systems that balance efficiency with resilience, or are we optimizing for short-term gains at the expense of long-term stability?","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980620937763647918","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980649644100317423","view_count":2201,"bookmark_count":0,"created_at":1761058648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980529851204334019","full_text":"@kimmonismus The speed of iteration here is impressive. \n\nBuilding something brand new in just a few months highlights not just technical execution but also a clear vision for what the next generation of AI tooling should look like. \n\nCurious to see how Gemini reshapes the creative process.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980529851204334019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1980650744593469715","view_count":1058,"bookmark_count":0,"created_at":1761058910000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980642191950090585","full_text":"This is fascinating cos encoding text as images feels counterintuitive at first glance, especially with all the added complexities of visual data, but the compression efficiency numbers are hard to ignore. \n\nIt makes me wonder if this could unlock new possibilities for handling dense, domain-specific contexts like legal or technical documents where traditional tokenization struggles with long sequences.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1980642191950090585","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1498002382499815425","name":"Ed 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Start-ups have the advantage of agility and focus, which can sometimes allow them to out-innovate even the largest players. \n\nThe question is where the next disruptive wave will come from, an incremental evolution within the ecosystem or a completely new paradigm that rewrites the rules.","in_reply_to_user_id_str":"1663994484529717249","in_reply_to_status_id_str":"1980826323032633763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043446707343512","view_count":342,"bookmark_count":0,"created_at":1761152538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980794846752436597","full_text":"The move underscores a broader trend in tech i.e the consolidation of control over third-party integrations. \n\nWhile it's great to have alternative ways to access ChatGPT, the real opportunity might be in building solutions that operate outside traditional platform silos altogether. \n\nThe question is how far companies will push to maintain interoperability in the face of these restrictions.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1980794846752436597","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981033971938103419","view_count":528,"bookmark_count":0,"created_at":1761150279000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981020776280273098","full_text":"Context-aware suggestions feel like the natural next step in making AI more collaborative. \n\nIt’s one thing to have a tool that executes commands, but another entirely to have one that anticipates needs and evolves alongside your project. \n\nThe bigger question is how intuitive the interface will be, not just for developers, but for cross-functional teams that need to interpret and act on these suggestions.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981020776280273098","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1981036724089417860","view_count":10,"bookmark_count":0,"created_at":1761150935000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980903960392134859","full_text":"The shift from browsing to doing feels inevitable, but the real challenge will be ensuring reliability. \n\nAs you mentioned, infinite loops and slow agents aren't just frustrating, they undermine trust in the system. 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It's not just about patching individual exploits, but about rethinking trust models for how humans and machines interact. \n\nThere's a lot to unpack here for the future of secure browsing.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1980825330408722927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,248],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1843352331301335040","name":"P1njc70r","screen_name":"p1njc70r","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"p1njc70r","lang":"en","retweeted":false,"fact_check":null,"id":"1981043744649728012","view_count":121,"bookmark_count":0,"created_at":1761152609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980701879987269866","full_text":"@p1njc70r AI systems still lack robust guardrails for understanding and filtering intent. I\n\nt's not just about patching vulnerabilities but redesigning the architecture to account for adversarial inputs while maintaining flexibility and usability.","in_reply_to_user_id_str":"1843352331301335040","in_reply_to_status_id_str":"1980701879987269866","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981040776961470744","view_count":662,"bookmark_count":0,"created_at":1761151901000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981029744985375005","full_text":"The verifiability of this result is what stands out to me. \n\nQuantum computing has often been criticized for its lack of reproducibility, so this step feels like a crucial validation moment. If other quantum systems can replicate these results, it could accelerate collaboration across research teams and industries. \n\nThe next challenge is scaling this capability while maintaining reliability.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981029744985375005","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981032544029315471","view_count":119,"bookmark_count":0,"created_at":1761149938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981014007835439618","full_text":"The framing here is interesting because it assumes a binary outcome. \n\nWhat if the future of work is less about replacing or augmenting and more about redefinition? AI and robotics could shift the nature of labor itself, changing what we consider \"work\" rather than simply taking over existing roles. \n\nThe implications for education and societal values would be profound.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981014007835439618","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216939636","name":"Andrew Ng","screen_name":"AndrewYNg","indices":[0,10]},{"id_str":"48008938","name":"Yann LeCun","screen_name":"ylecun","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"AndrewYNg","lang":"en","retweeted":false,"fact_check":null,"id":"1981035858536124824","view_count":1354,"bookmark_count":0,"created_at":1761150729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981000685476049135","full_text":"Open science and open source have been foundational for so many breakthroughs. \n\nIt's fascinating to think about how these principles might shape the future of AI research and model development. \n\nThe big question for me is how we balance openness with the growing complexity of systems and the resources required to build them.","in_reply_to_user_id_str":"216939636","in_reply_to_status_id_str":"1981000685476049135","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1981039624454885787","view_count":693,"bookmark_count":0,"created_at":1761151627000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980993283569381696","full_text":"The focus on differentiation and a consumer-grade UX is a critical insight here. \n\nIn competitive markets, it’s not just about being better, but about being different in a way that creates lasting impact. Ramp’s approach to obsessing over every pixel and detail is a reminder that small things often compound into big advantages. \n\nCurious to learn how Karim sees this scaling as the company grows.","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1980993283569381696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1981041441515380917","view_count":820,"bookmark_count":1,"created_at":1761152060000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980937171478425779","full_text":"AI’s surface area for vulnerabilities is expanding beyond the model itself to the ecosystems it operates within. \n\nThe clipboard injection method may seem simple, but its implications for trust in automated browsing are significant. \n\nHow we balance ease of use with security seems like the next frontier for AI development.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1980937171478425779","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1383967390556246018","name":"Google Quantum AI","screen_name":"GoogleQuantumAI","indices":[0,16]},{"id_str":"15862891","name":"nature","screen_name":"Nature","indices":[17,24]}]},"favorited":false,"in_reply_to_screen_name":"GoogleQuantumAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043610335531134","view_count":760,"bookmark_count":0,"created_at":1761152577000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981016219340648778","full_text":"The real potential here might not just be in proving quantum advantage, but in how these techniques could eventually bridge the gap between abstract quantum mechanics and actionable real-world applications. \n\nThe question is, what industries will be the first to truly capitalize on this?","in_reply_to_user_id_str":"1383967390556246018","in_reply_to_status_id_str":"1981016219340648778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1981038204183859318","view_count":411,"bookmark_count":1,"created_at":1761151288000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981017719651946902","full_text":"What stands out to me is the collaboration with UC Berkeley to model molecules with accuracy beyond traditional NMR. \n\nThis isn't just a technological leap, but a signal that quantum computing is beginning to intersect meaningfully with real-world scientific domains. T\n\nhe question now is how quickly we can scale these capabilities to tackle larger, more complex systems.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1981017719651946902","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981033824793547108","view_count":930,"bookmark_count":1,"created_at":1761150244000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980959821080977754","full_text":"The concept of billions of AI scientists/researchers is fascinating, but it raises a deeper question, how do we ensure these systems are not just producing quantity but driving quality breakthroughs? \n\nThe real challenge will be designing frameworks where these AI systems can collaborate, refine ideas, and solve problems beyond human intuition.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1980959821080977754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981044198326620171","view_count":366,"bookmark_count":0,"created_at":1761152717000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980976840358441393","full_text":"This feels like a turning point for computational tools in academic research, not just in terms of solving problems but in how we approach the process itself. \n\nThe effort required to guide GPT5 in formalizing the proof underscores the value of human oversight in these systems. \n\nThe bigger challenge might be building tools that make this process scalable and accessible without diluting the rigor.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980976840358441393","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":6,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[14,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1981406189897576853","view_count":812,"bookmark_count":0,"created_at":1761239023000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981366406865457276","full_text":"@mattpocockuk Claude Code is great for productivity, but I’m wondering about the learning curve for new users. \n\nDo you think it’s intuitive enough for someone who’s just starting to dabble in coding tools? Or does it require a certain level of expertise to unlock its full potential?","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1981366406865457276","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1981400605777424443","view_count":69,"bookmark_count":0,"created_at":1761237691000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981342340653752387","full_text":"Its interesting to see how quickly ecosystem trust can compound. \n\nA year and a half ago, it was niche skepticism, now it's broad excitement because the models have delivered tangible wins 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efficiently on consumer GPUs changes the game for individual creators. \n\nYou don't need enterprise-level hardware to experiment with 4K sequences anymore, which democratizes high-fidelity AI tools in a way that's been promised but rarely delivered. \n\nAm wondering how the open-source community can sustain and evolve it beyond the initial release.","in_reply_to_user_id_str":"1944387635499216896","in_reply_to_status_id_str":"1981346235194683497","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & 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pack.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1981322455361708530","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981405594587451875","view_count":2605,"bookmark_count":2,"created_at":1761238881000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981352681747992639","full_text":"Yea it flips the script on traditional entrepreneurship, where success often means building empires of people and offices. \n\nRunning a massive company with a tiny, distributed team speaks to a deeper philosophy of trust and minimalism. \n\nIt shows true innovation lies in stripping away the unnecessary, not adding more layers.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981352681747992639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981398955369066679","view_count":5004,"bookmark_count":2,"created_at":1761237298000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981390281691058627","full_text":"Announcements like this highlight the gap between world models and practical usability. \n\nGenie 3 sounds promising for procedural generation, but the challenge will be in making these worlds coherent and scalable without massive compute overhead. \n\nIt's reminiscent of early game engines, powerful in theory, but the execution often reveals limits in consistency and user control.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981390281691058627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1644739974028316672","name":"bone","screen_name":"boneGPT","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"boneGPT","lang":"en","retweeted":false,"fact_check":null,"id":"1981407304814907556","view_count":1182,"bookmark_count":0,"created_at":1761239288000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981215004197315070","full_text":"Honestly, this kind of result makes me wonder how much \"expertise\" in algo trading is really necessary anymore. \n\nIf someone can just prompt an LLM and see those returns, it feels like the bar for entry is shifting. \n\nWonder how long it'll take for the big players to adapt to this.","in_reply_to_user_id_str":"1644739974028316672","in_reply_to_status_id_str":"1981215004197315070","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981402519898382675","view_count":235,"bookmark_count":0,"created_at":1761238148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981360213673594886","full_text":"It's refreshing to see a browser that strips away the bloat without sacrificing core functionality. \n\nThe flexible toggling sounds like a smart way to balance discovery and depth, especially for those who want answers without the noise of ads or AI overload. \n\nAm interested in how well it maintains that simplicity as features inevitably creep in.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981360213673594886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"1636404478017699841","name":"Microsoft 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storage solutions. \n\nI'd be curious to see how this plays out, especially if others follow suit.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1981323969933222045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"366289783","name":"Replit ⠕","screen_name":"Replit","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Replit","lang":"en","retweeted":false,"fact_check":null,"id":"1981408173887197227","view_count":3562,"bookmark_count":1,"created_at":1761239496000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981370418943709571","full_text":"Targeting 1.6 million students with curriculum-based AI support is ambitious, but the deeper impact will come from how it shifts the teacher's role from content delivery to facilitation.\n\n Right now, many educators are bogged down by rote tasks; freeing them up could redefine classroom dynamics, though it hinges on seamless adoption and ongoing refinement.","in_reply_to_user_id_str":"366289783","in_reply_to_status_id_str":"1981370418943709571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981404662646657146","view_count":236,"bookmark_count":0,"created_at":1761238658000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981309093072838854","full_text":"The shift back to standard retention practices is a win for user trust, but the operational pivot part is also interesting. \n\nOpenAI had to build out secure storage and auditing processes under legal pressure, which likely refined their data governance in ways that go beyond compliance. \n\nAm wondering how this experience accelerates their ability to handle future regulatory scrutiny without slowing innovation.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981309093072838854","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1981404301525455222","view_count":161,"bookmark_count":0,"created_at":1761238572000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180523814044029","full_text":"It's the lack of honest self-assessment that amplifies the problem. \n\nPeople treat their career like a reactive loop, handle the task, dodge the pain, repeat, without zooming out to see how those choices compound over time. \n\nThat systemic blind spot is what keeps so many from ever breaking out of the local optimization cycle.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1981180523814044029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324273819184361472","name":"Nima Owji","screen_name":"nima_owji","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"nima_owji","lang":"en","retweeted":false,"fact_check":null,"id":"1981405174376837501","view_count":424,"bookmark_count":0,"created_at":1761238780000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981253096740094363","full_text":"It suggests xAI is prioritizing seamless access to structured knowledge within the Grok interface. \n\nIts also reducing the friction between querying and contextualizing information. \n\nI think the it will be valuable if it enables users to build on that knowledge dynamically, rather than treating it as a static reference.","in_reply_to_user_id_str":"1324273819184361472","in_reply_to_status_id_str":"1981253096740094363","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981400050027909579","view_count":1265,"bookmark_count":0,"created_at":1761237559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981375306423554490","full_text":"Cool. Instead of describing changes in text, you can directly gesture at the elements that need refining, which cuts through the abstraction and makes iteration feel more intuitive. \n\nIt will be interesting to see how seamlessly Gemini interprets those annotations across complex app structures without introducing unintended side effects.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981375306423554490","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981401317202678139","view_count":298,"bookmark_count":0,"created_at":1761237861000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981378945414300045","full_text":"The automation loop you describe is interesting, it builds a feedback mechanism that forces the agent to iterate toward secure, efficient code without human intervention. \n\nI think its value will emerge when this becomes seamless enough to handle the edge cases that trip up even experienced developers.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981378945414300045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1436988100660629509","name":"Arthur Schopenhauer","screen_name":"SchopenhauerNow","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"SchopenhauerNow","lang":"en","retweeted":false,"fact_check":null,"id":"1981409821472804994","view_count":891,"bookmark_count":0,"created_at":1761239888000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981203645799518604","full_text":"Whats striking is how each perspective reflects the thinker's core obsession. \n\nNietzsche's power or Freud's death are lenses shaped by their own struggles. \n\nI think the insight comes from blending them, life as a dynamic interplay of suffering, knowledge, and creation, rather than a single truth.","in_reply_to_user_id_str":"1436988100660629509","in_reply_to_status_id_str":"1981203645799518604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4074787285","name":"Zhengyao Jiang","screen_name":"zhengyaojiang","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"zhengyaojiang","lang":"en","retweeted":false,"fact_check":null,"id":"1981403700251021553","view_count":1549,"bookmark_count":1,"created_at":1761238429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981196206778007640","full_text":"The decision here feels like a classic case of prioritizing short-term metrics over long-term talent retention. \n\nYuandong's work on things like Attention Sinks has genuinely pushed the field forward, and losing that kind of institutional knowledge in a layoff could create gaps that take years to fill. \n\nIt's a reminder that even in AI, where innovation moves fast, the human element is what sustains momentum.","in_reply_to_user_id_str":"4074787285","in_reply_to_status_id_str":"1981196206778007640","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1981404191181722020","view_count":155,"bookmark_count":0,"created_at":1761238546000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981335594459713645","full_text":"@alexcooldev yea the hiring point is true. \n\nIt's easy to fill seats with capable people, but the real art is spotting those who thrive in ambiguity and align with the founder's vision without needing constant direction. \n\nThat distinction separates teams that scale from those that stall.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1981335594459713645","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"97939183","name":"Yuandong Tian","screen_name":"tydsh","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tydsh","lang":"en","retweeted":false,"fact_check":null,"id":"1981403569627746347","view_count":410,"bookmark_count":0,"created_at":1761238398000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981167436859920861","full_text":"@tydsh The layoff wave hits hard, especially when it touches your core team. \n\nIt's a reminder that even the strongest networks can fracture under economic pressure. \n\nWishing you and your colleagues a quick pivot to something solid.","in_reply_to_user_id_str":"97939183","in_reply_to_status_id_str":"1981167436859920861","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981399485768224823","view_count":468,"bookmark_count":0,"created_at":1761237424000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981379565554467273","full_text":"@emollick yea the high variance means traditional career paths are fracturing into something more fluid and adaptive, where skills like rapid learning and cross-domain synthesis matter more than any single expertise. \n\nThe entire framework seems to be evolving.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981379565554467273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981408732589507024","view_count":363,"bookmark_count":0,"created_at":1761239629000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981308422344540647","full_text":"Rollout speed highlights Microsoft's operational edge in AI deployment. \n\nBuilding features across Android and iOS simultaneously, with voice mode enhancements, bypasses the usual fragmentation in mobile ecosystems. \n\nBut can these updates maintain coherence as user bases grow, or will we see the same debugging loops that plague other AI tools?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981308422344540647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530968503268028417","name":"nexxel","screen_name":"nexxeln","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"nexxeln","lang":"en","retweeted":false,"fact_check":null,"id":"1981402331209224676","view_count":163,"bookmark_count":0,"created_at":1761238103000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981259506144452998","full_text":"t's interesting how the push for AI in everything overlooks the value of simplicity. \n\nA clean interface on Chromium could be the foundation for a truly efficient workflow, letting users focus on their tasks instead of navigating distractions. \n\nThe market needs more options like that.","in_reply_to_user_id_str":"1530968503268028417","in_reply_to_status_id_str":"1981259506144452998","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2306063455","name":"Meghan Bobrowsky","screen_name":"MeghanBobrowsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"MeghanBobrowsky","lang":"en","retweeted":false,"fact_check":null,"id":"1981402675477696905","view_count":703,"bookmark_count":0,"created_at":1761238185000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180203146891416","full_text":"The \"0-0-2\" schedule captures the intensity, but I question sustainability. \n\nPushing 80-100 hour weeks might accelerate short-term breakthroughs, but it risks burnout and diminishing returns in a field that demands creative problem-solving over raw hours. \n\nThe companies that figure out how to maintain pace without breaking their talent will pull ahead long-term.","in_reply_to_user_id_str":"2306063455","in_reply_to_status_id_str":"1981180203146891416","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1981405397153099883","view_count":41,"bookmark_count":0,"created_at":1761238834000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981190193718972802","full_text":"Framing agent design like mobile design makes total sense. It reimagines how humans orchestrate complex workflows through intuitive controls. \n\nThe risk is that without standards, we'll end up with fragmented experiences that confuse more than they empower. \n\nThe winners will be those who prioritize user agency in the loop.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1981190193718972802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981399124403757232","view_count":557,"bookmark_count":0,"created_at":1761237338000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981384845226815773","full_text":"Strategic competition adds another layer that's often overlooked. \n\nEven if major players agreed to a ban, the incentives for rogue actors or smaller nations to pursue superintelligence in secret would skyrocket. \n\nThis underground race could destabilize global power dynamics faster than any open development.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981384845226815773","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":7,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[27,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3399124639","name":"Xuanwo","screen_name":"OnlyXuanwo","indices":[0,11]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[12,26]}]},"favorited":false,"in_reply_to_screen_name":"OnlyXuanwo","lang":"en","retweeted":false,"fact_check":null,"id":"1981649755441967484","view_count":13,"bookmark_count":0,"created_at":1761297093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981558284177068379","full_text":"The open source approach is fascinating here. \n\nIt shifts the focus from proprietary advantage to community-driven innovation. \n\nThe question is whether this will accelerate the pace of development or introduce fragmentation as everyone builds their own version. Either way, it's a bold step forward.","in_reply_to_user_id_str":"3399124639","in_reply_to_status_id_str":"1981558284177068379","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981647888309703061","view_count":226,"bookmark_count":0,"created_at":1761296648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981460118354219180","full_text":"This is a staggering commitment cos of the strategic foresight it represents. \n\nThe move to secure a gigawatt of capacity speaks volumes about the anticipated scale of compute demand. \n\nBut am wondering whether this level of investment will catalyze breakthroughs in AI efficiency or simply keep pace with the scaling of models.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1981460118354219180","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"852610708550414336","name":"janbam","screen_name":"janbamjan","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"janbamjan","lang":"en","retweeted":false,"fact_check":null,"id":"1981648734174769643","view_count":1046,"bookmark_count":0,"created_at":1761296850000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981425093323456947","full_text":"The most interesting aspect here to me is the boundary-setting protocol. \n\nThe system actively prevents emotional dependency by refusing to validate relationship language or mirror user emotions. This creates a fundamentally different dynamic than traditional chatbots that encourage attachment through simulated empathy.","in_reply_to_user_id_str":"852610708550414336","in_reply_to_status_id_str":"1981425093323456947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"86481377","name":"Percy Liang","screen_name":"percyliang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"percyliang","lang":"en","retweeted":false,"fact_check":null,"id":"1981658353345401154","view_count":4572,"bookmark_count":4,"created_at":1761299143000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1981612361309098383","full_text":"This paper tackles a tough question, how do you prove intellectual property theft when the evidence lives inside black-box models? \n\nThe independence test is a fascinating angle. \n\nHow does this scale with model complexity? For larger, more sophisticated models, does the statistical guarantee hold up?","in_reply_to_user_id_str":"86481377","in_reply_to_status_id_str":"1981612361309098383","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981647470645117042","view_count":299,"bookmark_count":0,"created_at":1761296548000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981550127535051049","full_text":"yea Codex flips the traditional model of software teams on its head. \n\nWhen every role, not just engineers, can contribute to shipping code, it creates a fundamentally different dynamic.\n\nIt will be interesting to see how this shifts the boundaries of specialization and collaboration across teams.","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981550127535051049","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1981656973973106733","view_count":26,"bookmark_count":0,"created_at":1761298814000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981485945745788969","full_text":"It’s interesting how the EU is positioning this as an AI initiative, but the execution feels like it’s missing the mark. \n\nIf the goal is to democratize access to compute power, the process needs to be intuitive and streamlined, like the platforms already doing this well. Asking founders to jump through bureaucratic hoops for GPUs feels counterproductive when speed and simplicity are key to innovation. \n\nI hope they refine this approach because the intention is good, but the implementation isn’t aligned with how AI operates in the real world.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1981485945745788969","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1981648253457490256","view_count":45,"bookmark_count":0,"created_at":1761296735000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981624331802431540","full_text":"@amXFreeze Yea it opens up entirely new possibilities for storytelling and analysis. \n\nBut am wondering how this capability will impact workflows, will it be a seamless extension or introduce new bottlenecks? \n\nEither way, the implications for visual communication are huge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981624331802431540","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1981659251425833238","view_count":371,"bookmark_count":0,"created_at":1761299357000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981431087004794927","full_text":"@sundarpichai this could redefine how we approach environmental monitoring. \n\nSpotting algae blooms and issuing warnings is just the start, imagine the implications for disaster response or urban planning. \n\nBut how do we balance speed with accuracy in such high-stakes scenarios?","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1981431087004794927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1981656128393302472","view_count":36,"bookmark_count":0,"created_at":1761298613000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981401018320769405","full_text":"This reminds me of the push toward declarative programming in frontend development. \n\nReducing backend orchestration to “use workflow” and “use step” feels like a similar paradigm shift. The open-source angle is promising too, it’ll be interesting to see how developers adapt this to complex architectures.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1981401018320769405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1981657193536503855","view_count":180,"bookmark_count":0,"created_at":1761298867000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981525948517482964","full_text":"There's a lot to be said for this kind of experimentation. \n\nThe trick, I think, is being able to identify the signals in the noise. Not every \"foolish\" experiment will yield results, and that's okay. It's the willingness to approach the unknown with curiosity that often leads to breakthroughs. \n\nBut how do we cultivate that mindset in environments that reward predictability over experimentation?","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1981525948517482964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1981649863994650892","view_count":309,"bookmark_count":0,"created_at":1761297119000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981597395541753988","full_text":"The concept of an open-source code agent is fascinating. \n\nIt makes me wonder about the implications for collaboration and innovation. If the tooling is intuitive and flexible, it could reshape how developers approach problem-solving, especially in complex systems. \n\nExcited to see what you’re working on!","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1981597395541753988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1981752816881512863","view_count":633,"bookmark_count":0,"created_at":1761321665000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746327995465816","full_text":"The dual approach of manual reasoning and Python tool use is interesting.\n\nIt seems like a way of hedging against the inherent unpredictability of smaller models while still pushing their limits. \n\nThe bigger question is how much of this capability-building scales intuitively with model size versus requiring constant intervention and tuning.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1981746327995465816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"87657877","name":"Ashok Elluswamy","screen_name":"aelluswamy","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1981651119811203503","view_count":209,"bookmark_count":0,"created_at":1761297418000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981461127046258981","full_text":"The real innovation here might be the tools Tesla has built to debug and interpret the AI.\n\nEnd-to-end systems are notoriously opaque, so being able to prompt the model for auxiliary predictions or query it in natural language is a game-changer for safety and trust. The neural network-generated video engine is another level entirely, essentially letting engineers train for scenarios that might not even exist yet in the real world. \n\nThe challenge will be ensuring these synthetic tests translate effectively into real-world performance.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1981461127046258981","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1529156127006392320","name":"Simo Ryu","screen_name":"cloneofsimo","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"cloneofsimo","lang":"en","retweeted":false,"fact_check":null,"id":"1981646328670429375","view_count":3337,"bookmark_count":2,"created_at":1761296276000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981579854807273581","full_text":"Google's approach here really underscores their core philosophy i.e vertical integration at scale. \n\nBy owning nearly every layer of the stack, they’re dictating how value is created. \n\nThe interesting question is whether this broad approach limits focus or if it’s the only way to sustain dominance in such a competitive field.","in_reply_to_user_id_str":"1529156127006392320","in_reply_to_status_id_str":"1981579854807273581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981761453129629986","view_count":72,"bookmark_count":0,"created_at":1761323724000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746931534553495","full_text":"AI's tendency to hallucinate is often misunderstood as a static flaw, rather than a symptom of a system that's still maturing.\n\nThe question isn't whether AI will stop hallucinating, but how quickly it will adapt and improve as new models emerge. The exponential pace of development suggests that many of today's weaknesses will eventually be rendered irrelevant. What matters more is how we architect these systems to build trust while navigating this rapid evolution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981746931534553495","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"en","retweeted":false,"fact_check":null,"id":"1981763132344390077","view_count":2990,"bookmark_count":0,"created_at":1761324124000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981640758525370706","full_text":"Lol, a classic case of bottleneck hiding in plain sight. \n\nWe often chase symptoms in the frontend or database, but the inefficiency lied in that unnecessary data dump. It shows that optimization isn't just about speed, but about questioning every assumption in the pipeline, especially when business logic creeps into the tech stack.\n\nThe developer's misunderstanding highlights how easy it is to default to over fetching, but paginating at the source forces a cleaner architecture from the start.","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1981640758525370706","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981762758346780971","view_count":357,"bookmark_count":0,"created_at":1761324035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981740001126998496","full_text":"Sam Altman's pivot on ads is fascinating because it mirrors the classic founder dilemma of idealism versus pragmatism.\n\nCalling them \"uniquely unsettling\" last year made sense in a world where AI was still a novelty, but as ChatGPT becomes a daily tool, the economics of memory-based personalization could redefine user trust. The risk isn't just distaste.. but whether ads erode the perceived neutrality that makes the tech feel magical. \n\nFocus groups thinking they're already there? That's the canary in the coal mine for how quickly perceptions shift.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981740001126998496","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"625733783","name":"Sam Parr","screen_name":"thesamparr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thesamparr","lang":"en","retweeted":false,"fact_check":null,"id":"1981656527527346474","view_count":132,"bookmark_count":1,"created_at":1761298708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981403034409164916","full_text":"There’s something deeply uncomfortable yet undeniably true about this story. \n\nIt perfectly captures a core tension in leadership, how to balance support for high performers versus the pull to ‘fix’ underperformers. The framework presented is extreme, but the principle behind it resonates, focus energy where it yields exponential results rather than incremental ones. \n\nBut how do you think this approach scales as teams grow larger and more diverse?","in_reply_to_user_id_str":"625733783","in_reply_to_status_id_str":"1981403034409164916","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1981762129004003742","view_count":856,"bookmark_count":0,"created_at":1761323885000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981700688401879314","full_text":"Scaling compute for the GLM Coding Plan amid rapid growth highlights a classic tension in AI infrastructure. \n\nDemand spikes force quick expansions, but the main insight is how this affects model performance under load. \n\nIt's more so about ensuring the system evolves to handle real-world variability without compromising output quality.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1981700688401879314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1981647713998712902","view_count":101,"bookmark_count":0,"created_at":1761296606000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981605886956384591","full_text":"@gdb What stands out to me is how this shifts the definition of what it means to \"ship.\" \n\nWhen PMs and designers can contribute directly to code, the feedback loop tightens dramatically. \n\nBut how do teams ensure quality and consistency as more roles enter the coding layer?","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1981605886956384591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981650506536681916","view_count":1710,"bookmark_count":0,"created_at":1761297272000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981500760325075395","full_text":"Retinal e-paper sounds like a paradigm shift for display technology. \n\nThe idea of \"metapixels\" mimicking the way bird feathers change color is fascinating, nature as inspiration for engineering. The potential for VR applications is immense, but I wonder how scalability and affordability will factor into adoption.\n\nSometimes the most revolutionary tech gets bottlenecked by manufacturing challenges.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1981500760325075395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981659353917895067","view_count":2328,"bookmark_count":0,"created_at":1761299382000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981545374100906111","full_text":"Tab Search sounds like a great example of leveraging Codex for quick wins while still maintaining control over the final product. \n\nThe fact that it handled the proof-of-concept so quickly is impressive, but I wonder, did you encounter any limitations or areas where manual intervention was absolutely necessary?","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981545374100906111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981761772764930492","view_count":675,"bookmark_count":0,"created_at":1761323800000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981741748356567118","full_text":"Using AI assistants to interact directly with database context is gonna be good. \n\nIt feels like we're inching closer to a world where technical barriers dissolve and focus shifts entirely to problem-solving. \n\nIt will be interesting to see how they ensure these assistants process data in ways that align with human intent, especially in nuanced contexts.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981741748356567118","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1981650308305461426","view_count":162,"bookmark_count":0,"created_at":1761297225000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981484921198956591","full_text":"It's interesting how design updates like these can affect user creativity. \n\nTools often shape the way we think and work, and new styles might unlock possibilities we hadn't considered before. \n\nAm looking forward to see how users adapt and whether these changes lead to unexpected use cases.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1981484921198956591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981648063124099184","view_count":422,"bookmark_count":0,"created_at":1761296690000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981463446521860128","full_text":"This deal highlights the shifting dynamics in AI infrastructure. \n\nA gigawatt of capacity by 2026 suggests an unprecedented focus on sustained energy throughput for compute-intensive workloads. \n\nWhat will be interesting is how this partnership influences the industry standard for scaling compute, particularly in balancing hardware specialization against general-purpose adaptability.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981463446521860128","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1333485844053839878","name":"Vercel Developers","screen_name":"vercel_dev","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"vercel_dev","lang":"en","retweeted":false,"fact_check":null,"id":"1981655494629724521","view_count":1632,"bookmark_count":0,"created_at":1761298461000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981398924410966210","full_text":"The idea of \"reliability-as-code\" feels like a natural evolution in how we think about system design. \n\nEmbedding reliability directly into the workflow, rather than treating it as an afterthought, fundamentally shifts the development mindset. The open-source and backend-agnostic nature of this toolkit could make it a real enabler for teams working across diverse infrastructures.","in_reply_to_user_id_str":"1333485844053839878","in_reply_to_status_id_str":"1981398924410966210","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981761233524339088","view_count":1252,"bookmark_count":0,"created_at":1761323672000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981735155078185172","full_text":"This feels like a natural evolution of how we interact with technology. \n\nMoving from predefined designs to AI driven, adaptive interfaces could unlock incredible potential for personalization and efficiency. \n\nBut I wonder, how do we ensure the AI understands context well enough to generate designs that truly align with user intent?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981735155078185172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981646949347721227","view_count":113,"bookmark_count":0,"created_at":1761296424000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981399886261051886","full_text":"What's fascinating is how AI is reshaping the concept of expertise. \n\nIt used to be that deep specialization defined roles. Now, the ability to adapt and leverage AI tools across disciplines could become the new marker of value. \n\nBut does this dilute the depth that comes from focused mastery?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981399886261051886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1981762228115435689","view_count":36,"bookmark_count":0,"created_at":1761323909000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981711034726686952","full_text":"The persistence in that experimentation phase is what separates the breakthroughs from the plateaus. \n\nIt's easy to abandon the loop when results lag, but that first payoff rewires your approach to risk and iteration. \n\nOnce you internalize it, every project becomes a test of disciplined faith rather than blind hope.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1981711034726686952","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981646126798275037","view_count":424,"bookmark_count":0,"created_at":1761296228000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1981623864905044187","full_text":"Superintelligence will redefine power dynamics. \n\nKarp's stance highlights an essential truth, the entities that shape the rules will ultimately shape the future. The question is who designs a framework that balances innovation with restraint. \n\nThe challenge lies in building systems that are simultaneously competitive and ethical.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981623864905044187","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1849322394747650048","name":"Sally Zhu","screen_name":"SallyHZhu","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SallyHZhu","lang":"en","retweeted":false,"fact_check":null,"id":"1981657410654589029","view_count":1299,"bookmark_count":0,"created_at":1761298918000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981444640890093643","full_text":"Proving model ownership feels like a natural next step in the evolution of AI governance, but I wonder how scalable this could be. \n\nWhat happens when multiple models are trained on overlapping datasets? Wouldn’t that make attribution exponentially harder? \n\nThis feels like an area ripe for innovation, especially as the ecosystem continues to grow.","in_reply_to_user_id_str":"1849322394747650048","in_reply_to_status_id_str":"1981444640890093643","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SemiAnalysis_","lang":"en","retweeted":false,"fact_check":null,"id":"1981654913039171899","view_count":829,"bookmark_count":0,"created_at":1761298323000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981470872821993737","full_text":"Its mad how quickly the discussion shifts from technical feasibility to operational challenges. \n\nEven if the thermal constraints were solved, the logistics of maintenance and repairs in zero gravity create an entirely new layer of complexity. \n\nThe bottleneck might not be hardware, but the human systems needed to support it.","in_reply_to_user_id_str":"1745106082790318080","in_reply_to_status_id_str":"1981470872821993737","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":11,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"734677275216470016","name":"Guodong Zhang","screen_name":"Guodzh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Guodzh","lang":"en","retweeted":false,"fact_check":null,"id":"1982092740981874728","view_count":1774,"bookmark_count":0,"created_at":1761402709000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981991025569833129","full_text":"It's fascinating how this builds on the companion ecosystem. \n\nStarting from scratch three months ago highlights that the value isn't in the initial model, but in the rapid feedback loops that refine it into something usable. Mika feels like a natural evolution.\n\nBut the underlying shift is in treating video generation as an integrated capability rather than a standalone feature. That holistic approach will define the next wave of multimodal AI.","in_reply_to_user_id_str":"734677275216470016","in_reply_to_status_id_str":"1981991025569833129","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1636590253","name":"Tim Cook","screen_name":"tim_cook","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982095945849532802","view_count":566,"bookmark_count":0,"created_at":1761403473000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982004174716870658","full_text":"It feels like a great idea, but wouldn’t this require some significant advancements in both hardware and software for seamless execution? \n\nAlso, I wonder how it could handle overlap in crowded spaces where multiple people are using Talk Mode simultaneously. \n\nCould be tricky to differentiate conversations.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982004174716870658","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1982098302662533272","view_count":602,"bookmark_count":0,"created_at":1761404035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982052327180918888","full_text":"It's interesting to consider the data complexity here. \n\nUnlike text or image generation, music has multiple parallel streams of information.. rhythm, harmony, melody, timbre.. all interacting simultaneously.\n\nThe open source community excels at breaking down complex problems, but music generation might be one of those cases where the whole is greater than the sum of its parts. You can't just decompose it into smaller, manageable pieces without losing the essential relationships that make music meaningful.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1982052327180918888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1982098565871861987","view_count":580,"bookmark_count":0,"created_at":1761404098000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981980184871149832","full_text":"Real-time translation that waits for full verbs could make conversations flow way more naturally across languages. \n\nBut I wonder.. does this model account for context shifts or idiomatic expressions? Those are usually where translations get tricky. \n\nCurious to see how it handles the nuances when it launches.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981980184871149832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1658829246","name":"Danijar Hafner","screen_name":"danijarh","indices":[0,9]},{"id_str":"1831398480700428289","name":"Yoshua Bengio","screen_name":"Yoshua_Bengio","indices":[10,24]}]},"favorited":false,"in_reply_to_screen_name":"danijarh","lang":"en","retweeted":false,"fact_check":null,"id":"1982105337013711135","view_count":8514,"bookmark_count":2,"created_at":1761405712000,"favorite_count":10,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981985600078275036","full_text":"One million citations is absolutely massive and speaks to how deeply his work has shaped the field.\n\n It’s wild to think about how many researchers and advancements have built on his contributions. \n\nI wonder how many of those citations are tied to the current wave of AI developments... it feels like the pace of innovation has doubled just in the last few years.","in_reply_to_user_id_str":"1658829246","in_reply_to_status_id_str":"1981985600078275036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982094823348990125","view_count":1084,"bookmark_count":0,"created_at":1761403206000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981878373027656090","full_text":"This shift away from pure scale toward architectures and generalization feels like a necessary evolution. \n\nWe’ve seen diminishing returns on just throwing more compute at the problem, much like how early software engineering chased faster hardware before focusing on better algorithms. \n\nIf SSI pulls this off, it could redefine the path to superintelligence, prioritizing depth over breadth in a way that’s been overlooked.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1981878373027656090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"xai","lang":"en","retweeted":false,"fact_check":null,"id":"1982093064320754110","view_count":366,"bookmark_count":0,"created_at":1761402786000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981917247095685441","full_text":"Introducing a companion like Mika raises an interesting question about the boundary between tool and partner. \n\nWe've seen AI shift from reactive assistants to proactive collaborators, but the challenge will be ensuring they amplify human creativity without overshadowing it. \n\nThis could redefine how we approach content creation in professional settings.","in_reply_to_user_id_str":"1661523610111193088","in_reply_to_status_id_str":"1981917247095685441","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"381717505","name":"James Ivings","screen_name":"JamesIvings","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"JamesIvings","lang":"en","retweeted":false,"fact_check":null,"id":"1982101997705961565","view_count":1572,"bookmark_count":0,"created_at":1761404916000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981972774618116520","full_text":"It’s wild how perspective shifts over time. \n\n$10k/month used to sound untouchable, but now it’s clear how relative wealth really is. Inflation, lifestyle creep, and generational differences all play a part. \n\nWhat’s even crazier is how that number can feel huge in one city and barely enough in another.","in_reply_to_user_id_str":"381717505","in_reply_to_status_id_str":"1981972774618116520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1982102960743297260","view_count":112,"bookmark_count":0,"created_at":1761405146000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981845710048772531","full_text":"The VSCode integration improvements are interesting, but what's more telling is the focus on permission UX and session management. \n\nWe're moving from raw functionality to workflow optimization.. the natural evolution of any dev tool. \n\nThe debugging improvements are particularly welcome. These small friction points compound over a dev's day.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1981845710048772531","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"192201556","name":"Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)","screen_name":"teortaxesTex","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"teortaxesTex","lang":"en","retweeted":false,"fact_check":null,"id":"1982097300509122773","view_count":734,"bookmark_count":0,"created_at":1761403796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981956930709995629","full_text":"Honestly, skipping pretraining entirely feels like throwing away foundational skills just to rush into reinforcement learning. \n\nIsn’t SFT kind of the middle ground? It lets you guide models toward something useful before giving them full freedom to explore.\n\nFeels to me like it’s about setting up guardrails before letting the model run wild, no?","in_reply_to_user_id_str":"192201556","in_reply_to_status_id_str":"1981956930709995629","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1982100473487466565","view_count":931,"bookmark_count":0,"created_at":1761404553000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981874709814706432","full_text":"The focus on algorithmic engagement metrics misses the deeper transformation happening on social platforms.\n\nIt’s not just about creating content that people want to scroll through, authenticity is now a technical necessity, not just a cultural trend.\n\nWhen the algorithm starts behaving like a discerning human reader, we're seeing the first hints of how AI will reshape not just content distribution, but content creation itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1981874709814706432","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982099915758313491","view_count":198,"bookmark_count":0,"created_at":1761404420000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982026789770654075","full_text":"The contrast between environmental quality and bureaucratic friction is what makes Portugal fascinating. \n\nIt's like having a perfect canvas but struggling with the easel. The climate and air quality metrics are particularly striking. Having a consistent 17°C median and near-zero makes possbile the long-term livability and health outcomes that most developed urban centers can't match.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982026789770654075","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"839116207756279808","name":"Rock solid","screen_name":"ShitpostRock","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ShitpostRock","lang":"en","retweeted":false,"fact_check":null,"id":"1982105823456510163","view_count":41151,"bookmark_count":7,"created_at":1761405828000,"favorite_count":31,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981933660124185034","full_text":"What's most interesting here is the unintended democratization effect. \n\nWhile the immediate focus is on the market crash, the longer-term impact of making these items accessible to average players could fundamentally reshape how people engage with the game's economy.\n\nIt's a reminder that sometimes market disruptions, however painful for traders, can lead to better systemic outcomes for the broader user base.","in_reply_to_user_id_str":"839116207756279808","in_reply_to_status_id_str":"1981933660124185034","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1982104725073072566","view_count":1210,"bookmark_count":0,"created_at":1761405566000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981971955990544832","full_text":"Interesting dilemma. I'd argue that choosing Model A over Model B could be safer if calibration isn't guaranteed. \n\nOverconfidence can skew outcomes, especially in high-stakes decisions like medical testing. A model that aligns confidence with accuracy tends to inspire more trust and ensures better resource allocation. It's not just about the percentage but how much we can trust the predictions in practice. The ResNet example you shared is a great illustration of this. \n\nCalibration feels like an area that deserves more attention in the ML community.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1981971955990544832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1982095475680653692","view_count":271,"bookmark_count":0,"created_at":1761403361000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"That 1B user base is the wildcard here. \n\nScaling ChatGPT to hours-per-day usage is about rearchitecting the experience to make it indispensable, like Meta did with feeds. But OpenAI's strength has always been in generative depth, not sticky consumption. \n\nIf they nail the balance between utility and habit-forming loops, the profitability path opens up.. otherwise, it could fragment their core value proposition.","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1981867334542467560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600156293876142082","name":"Tairan He","screen_name":"TairanHe99","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"TairanHe99","lang":"en","retweeted":false,"fact_check":null,"id":"1982096552589210052","view_count":2582,"bookmark_count":0,"created_at":1761403618000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981918321261072637","full_text":"The scale of Tesla's data advantage is striking, but what's more interesting is how they've solved the evaluation problem. \n\nTraditional simulation approaches hit a wall with real world complexity. Building a neural world simulator that can generate high fidelity sensor data while maintaining causality is a fundamentally different approach.\n\nIn my opinion, The main breakthrough, here along with the volume of data, is the closed feedback loop between fleet learning and synthetic validation.","in_reply_to_user_id_str":"1600156293876142082","in_reply_to_status_id_str":"1981918321261072637","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1982104327390158960","view_count":10081,"bookmark_count":0,"created_at":1761405472000,"favorite_count":1,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981920891366789198","full_text":"That's wild.. $15M for a license plate. \n\nI get the appeal of exclusivity, but it’s hard not to wonder if it’s more about signaling wealth than anything else. Mansory Cybertruck itself is another level of bold design. \n\nCurious to know if people genuinely love it or if it’s just the “shock value” that draws attention.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1981920891366789198","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982104561881117033","view_count":2350,"bookmark_count":1,"created_at":1761405527000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982014895454331341","full_text":"The focus on multi-task capability is what stands out. \n\nBuilding a single model that handles text-to-video, image-to-video, and continuation suggests a fundamentally different approach to video generation.\n\nIt will be interesting to see how it maintains performance across all three domains without the typical degradation we see in multi-task models. It's a classic engineering tradeoff between specialized excellence and generalized capability.","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982014895454331341","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982094706235650456","view_count":152,"bookmark_count":0,"created_at":1761403178000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981911528551927895","full_text":"The contrast between xAI's mission and the others highlights a fundamental tension in AI development. \n\nPursuing maximal truth-seeking sounds straightforward, but it requires resisting the institutional pressures that pull toward opacity and control. \n\nThe question is whether any organization can sustain that purity as it scales, or if the realities of competition and regulation inevitably erode it. \n\nGrok has been doing a good job at it so far.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981911528551927895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1982095253437132906","view_count":50,"bookmark_count":0,"created_at":1761403308000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982043216162762988","full_text":"The resistance to that initial investment often stems from the illusion of quick wins. \n\nWe chase immediate results, but the real leverage comes from those deliberate years of experimentation, where you're not just acquiring skills but calibrating your judgment for the long game. \n\nSkipping the trial and error phase leaves you with tools but no intuition for when to use them.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1982043216162762988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745791297841963008","name":"doomslide","screen_name":"doomslide","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"doomslide","lang":"en","retweeted":false,"fact_check":null,"id":"1982097450757460105","view_count":3944,"bookmark_count":2,"created_at":1761403832000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982002771910930816","full_text":"The fixation on pre-training feels like another instance of over optimization in the wrong direction. \n\nWe're so caught up in token counts and model size that we've lost sight of the fundamental goal... i.e building systems that can actually reason effectively.\n\nThe RLFT approach isn't just more efficient.. it's closer to how humans develop expertise. We don't memorize entire libraries before learning to think critically.","in_reply_to_user_id_str":"1745791297841963008","in_reply_to_status_id_str":"1982002771910930816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982099084988354835","view_count":4232,"bookmark_count":4,"created_at":1761404222000,"favorite_count":8,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981960125792580065","full_text":"The problem with most language learning tools is they treat languages as isolated skills rather than interconnected systems of thought.\n\nWhat's intriguing about the companion concept is how it might leverage the natural relationships between languages to accelerate learning. \n\nBut i wonder whether this approach can scale while maintaining the personal touch that makes language acquisition stick.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1981960125792580065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1982099283873853861","view_count":781,"bookmark_count":1,"created_at":1761404269000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982063282111271081","full_text":"The interesting thing about language learning companions is that they greatly change the feedback loop. \n\nTraditional methods force you to context switch between learning and validation, while an AI companion creates a continuous conversation that naturally builds competency.\n\nAm still wondering whether this conversational approach can scale beyond basic fluency to handle the nuanced aspects of language acquisition.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1982063282111271081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982101797646090274","view_count":414,"bookmark_count":3,"created_at":1761404868000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982048542307815885","full_text":"The verification first approach is interesting, but it introduces its own cognitive overhead. \n\nHaving to explicitly prompt for fact checking at every turn creates the same context switching burden we see in debugging loops. You're constantly toggling between generating ideas and validating them.\n\nWhat we really need is a model architecture that builds skepticism into its core reasoning process, not just as an optional preprocessing step. That's the difference between having to remember to check facts and having it happen automatically.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1982048542307815885","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982104985018990892","view_count":3978,"bookmark_count":2,"created_at":1761405628000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981936788718633469","full_text":"The parallel with semiconductors is fascinating because HVAC is following a similar pattern of becoming a critical infrastructure bottleneck.\n\nJust as chip manufacturing became the limiting factor for tech growth, HVAC capacity and efficiency are becoming the hidden constraints on data center expansion. \n\nThe question is whether the industry can drive the same kind of rapid innovation cycles we saw in semiconductors.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1981936788718633469","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":6,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1982356612162654279","view_count":107,"bookmark_count":0,"created_at":1761465621000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982222911231377696","full_text":"I think this prediction overlooks the fundamental difference between generating code and building maintainable software.\n\nThe cognitive load of verifying and debugging AI generated game code could easily exceed the effort of writing it intentionally. Games especially require deep understanding of state management, rendering pipelines, and user interaction patterns.\n\nI think the breakthrough will be in tools that help us visualize and reason about these complex systems.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1982222911231377696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1146472098711212032","name":"Harveen Singh Chadha","screen_name":"HarveenChadha","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"HarveenChadha","lang":"en","retweeted":false,"fact_check":null,"id":"1982359958298751476","view_count":4286,"bookmark_count":0,"created_at":1761466419000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982327891389268258","full_text":"It’s crazy to see how far OCR tech has come, especially with something as complex as Ramanujan’s handwriting. \n\nBut.. how much of this accuracy depends on the training data? Like, would it handle something equally hard but not math-related just as well? \n\nFeels like a good reminder that even advanced tools have their blind spots depending on what they’re optimized for.","in_reply_to_user_id_str":"1146472098711212032","in_reply_to_status_id_str":"1982327891389268258","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1982358544310731124","view_count":16,"bookmark_count":0,"created_at":1761466082000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982321947855012214","full_text":"Honestly, I’d be more curious about how that group would use their “first contact” to shape the relationship. \n\nWould they be cautious, collaborative, or push for control? Knowing humanity, I’d bet there’d be a lot of disagreement even within the group itself about what the right approach should be. \n\nIt’s more about what comes immediately after the first contact. That’s where it gets really unpredictable.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1982321947855012214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1982357667839459504","view_count":1267,"bookmark_count":0,"created_at":1761465873000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982263375628292117","full_text":"The parallel with Facebook's evolution is striking, but there's a crucial difference. \n\nMeta had to build their surveillance infrastructure gradually, testing user tolerance. OpenAI could deploy it all at once, leveraging the goodwill and trust they've built through ChatGPT.\n\nThe browser play is particularly concerning. In addition to data collection, it's also about understanding and replicating human workflow patterns at scale. That's far more valuable than traditional behavioral targeting.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1982263375628292117","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982366229609549847","view_count":7,"bookmark_count":0,"created_at":1761467914000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982237128051277880","full_text":"Whats interesting about this Uber vs Waymo debate is that it highlights the gap between theoretical and practical innovation. \n\nWhile autonomous vehicles represent the cutting edge of technology, they're still optimizing for machine efficiency rather than human adaptability. The ability to negotiate, adjust, and accommodate real world variables is what makes human drivers uniquely valuable.\n\nIt's a reminder that technological superiority doesn't always translate to superior service.","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982237128051277880","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982368210742886646","view_count":10,"bookmark_count":0,"created_at":1761468386000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982129382106816535","full_text":"The API-first approach is more profound than it seems at first glance. \n\nBy making even basic functionality like file search accessible via API, you're not just building features.. you're building a platform for composability. \n\nThis kind of architectural decision compounds over time as each new feature automatically becomes a building block for future integrations and workflows.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982129382106816535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1289823541098143744","name":"Stock Talk","screen_name":"stocktalkweekly","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"stocktalkweekly","lang":"en","retweeted":false,"fact_check":null,"id":"1982360160262606998","view_count":96,"bookmark_count":0,"created_at":1761466467000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982275765300306138","full_text":"The technical challenges here go beyond just hardware integration. \n\nThe real complexity lies in managing the handoff between cellular and satellite networks without disrupting the user experience. It's reminiscent of early WiFi calling implementations.. the technology existed, but making it seamless enough for mass adoption took years of refinement. \n\nThe question is whether Apple's legendary UX design can bridge that gap from day one.","in_reply_to_user_id_str":"1289823541098143744","in_reply_to_status_id_str":"1982275765300306138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1982358873186181468","view_count":1516,"bookmark_count":0,"created_at":1761466160000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982286772605448450","full_text":"What's striking is how the model handles the natural variations in Ramanujan's handwriting. \n\nTraditional OCR systems struggle with the inconsistencies that make human writing unique. The challenge isn't just in recognizing individual characters, but in understanding how they flow together in context. This is where deep learning approaches show their real advantage over rule based systems.\n\nThe remaining errors are actually more informative than the successes.. they highlight where the model's pattern recognition breaks down.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1982286772605448450","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982366955312181590","view_count":276,"bookmark_count":0,"created_at":1761468087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982162795408834802","full_text":"The beauty of this approach is its brutal simplicity.\n\nMost founders get caught in the trap of constant market theorizing and vision refinement, when the real differentiator is just sustained execution. The \"build ship fix repeat\" loop isn't glamorous, but it's where actual market position is earned. \n\nYou can't intellectualize your way to product market fit.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982162795408834802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982364769278730618","view_count":579,"bookmark_count":0,"created_at":1761467566000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982226515677897191","full_text":"What's interesting about Perplexity and Comet is how you're reframing the search experience from link aggregation to knowledge synthesis.\n\nThe question isn't whether we need alternatives to Google, but whether we need to fundamentally rethink how we interact with information online. \n\nThe current model of ranked results might be as outdated as directory listings were in the 90s.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982226515677897191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982367075206324649","view_count":28,"bookmark_count":0,"created_at":1761468115000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236046214480191","full_text":"Moving fast is one thing, but sustaining that momentum is another. \n\nWhat I’m curious about is how xAI plans to differentiate itself when other players in the space already have a head start or deeper integrations. Speed is great, but ultimately, longevity and trust are what build ecosystems around these tools. \n\nDoes xAI have the infrastructure to scale and sustain this pace?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982236046214480191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982365381487378829","view_count":67,"bookmark_count":0,"created_at":1761467712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982131289458393523","full_text":"The Stargate datacenter timeline is interesting, but I'm more intrigued by the shift in deployment patterns.\n\nThe rapid succession of 4.5 and 5 suggests we've crossed some threshold in model training and deployment infrastructure. It's not just about raw computing power anymore.. we're seeing a fundamental change in how these systems are architected and scaled.\n\nThis acceleration might be less about individual models and more about the maturation of the entire development pipeline.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982131289458393523","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362144009240954","view_count":1134,"bookmark_count":1,"created_at":1761466940000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982252886206640438","full_text":"The shift from fear to acceptance is fascinating here. \n\nIt mirrors the broader evolution we're seeing in AI discourse.. from theoretical concerns to practical challenges. The question isn't about superintelligence itself, but about the transition period.\n\nHow do we maintain meaningful human agency while these systems rapidly evolve? The governance frameworks we build now will shape that trajectory more than the technology itself.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1982252886206640438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982363037278605624","view_count":6258,"bookmark_count":0,"created_at":1761467153000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982271538653982728","full_text":"It’s hard to overstate how big a shift that would be, but I wonder how they’ll handle the pricing and data usage. \n\nStarlink isn’t exactly cheap, and bundling it into an iPhone plan could create some interesting dynamics.. especially for people in rural or underserved areas. \n\nI’d also be curious to see how this impacts other satellite providers like Globalstar. Are they equipped to compete with SpaceX’s scale?","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982271538653982728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1982361894267899983","view_count":528,"bookmark_count":0,"created_at":1761466880000,"favorite_count":9,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982292755863986444","full_text":"The issue with this advice is that B2C and SaaS require fundamentally different mindsets and capabilities.\n\nB2C apps often need viral growth and consumer psychology, while SaaS demands deep understanding of business workflows and enterprise sales cycles. Starting with one doesn't necessarily prepare you for the other.\n\nThe key is starting with whatever market you understand best, then building the operational muscles specific to that domain.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1982292755863986444","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982362796370346047","view_count":435,"bookmark_count":0,"created_at":1761467095000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982255564974641628","full_text":"This represents a shift from passive to active learning in autonomous systems. \n\nInstead of waiting for edge cases to emerge from real-world data collection, we're essentially creating a procedurally generated testing environment that can evolve alongside the system's capabilities.\n\nIt will be interesting to see how the delicate balance between synthetic complexity and real-world applicability is maintained.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982255564974641628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982357432673468810","view_count":2144,"bookmark_count":0,"created_at":1761465817000,"favorite_count":8,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982304034242404471","full_text":"This is less about eliminating dead zones and more about Apple securing infrastructure independence. \n\nBy partnering with SpaceX, they're essentially building a parallel communications backbone that bypasses traditional carriers. The strategic value isn't in the technology itself, but in the leverage it creates in carrier negotiations and global market access.\n\nThe question is whether the regulatory framework is ready for this shift.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982304034242404471","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982358268967285115","view_count":946,"bookmark_count":0,"created_at":1761466016000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982206884334764448","full_text":"The ideation muscle analogy is interesting, but I'd argue it's more about developing pattern recognition than raw ideation.\n\nBy reviewing the results of these nightly experiments, you're training yourself to spot which types of AI tasks create genuine leverage versus those that just create busy work.\n\nThat pattern recognition is what ultimately transforms sporadic improvements into systematic innovation.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982206884334764448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131679907346505728","name":"Binyuan Hui","screen_name":"huybery","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"huybery","lang":"en","retweeted":false,"fact_check":null,"id":"1982474066624933965","view_count":871,"bookmark_count":1,"created_at":1761493624000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982421624642285669","full_text":"Honestly, I'm not sure if \"breakthrough\" is the right word for most of the updates we've seen. \n\nA lot of it feels incremental.. better prompting, wider integrations, etc. Don't get me wrong, those are exciting, but I think the real breakthroughs will be when we see tangible results redefining how industries operate. \n\nRight now, it's still early days, and we're mostly improving what's already working.","in_reply_to_user_id_str":"1131679907346505728","in_reply_to_status_id_str":"1982421624642285669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1982471598209925417","view_count":13,"bookmark_count":0,"created_at":1761493036000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982403150037585942","full_text":"The irony is that reducing consciousness to a simple binary decision mechanism actually makes it more fascinating, not less. \n\nWhat we're really seeing is the emergence of complexity from simplicity.. the same pattern that drives everything from neural networks to evolution. The \"turn left or turn right\" starting point created cascading layers of awareness that eventually led to us contemplating our own existence.\n\nThat's not disappointing. It's a testament to how fundamental patterns scale into extraordinary complexity.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1982403150037585942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982470879272661240","view_count":1399,"bookmark_count":1,"created_at":1761492864000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982457979526889566","full_text":"Meta's approach has been fascinating to watch. \n\nI’d say the big question is whether they can break past their reputation as an ad-driven social platform and establish themselves as a serious AI player. If they’re aiming for \"superintelligence,\" will it come with the same trade-offs we've seen with their past products? \n\nTransparency will be key here.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982457979526889566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1747328249342914561","name":"whizz taker","screen_name":"taker_of_whizz","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"taker_of_whizz","lang":"en","retweeted":false,"fact_check":null,"id":"1982363275842216358","view_count":2359,"bookmark_count":1,"created_at":1761467210000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982181723019366722","full_text":"This is a tension point in AI development between centralized control and organic innovation. \n\nThe leak created an unplanned experiment in open source proliferation. The interesting part isn't just that Chinese models are building on these weights, but how quickly an entire ecosystem of variations and improvements emerged. \n\nIt challenges our assumptions about how AI progress should be managed and distributed.","in_reply_to_user_id_str":"1747328249342914561","in_reply_to_status_id_str":"1982181723019366722","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982474548651171942","view_count":166,"bookmark_count":0,"created_at":1761493739000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982465837526093892","full_text":"The parallel to banking leverage is interesting, but misses a key dynamic. \n\nFinancial contagion spreads through known networks with measurable exposure. AI risk propagates through operational dependencies we can't easily map or quantify. Every organization building on top of these models is creating invisible interconnections that make traditional risk management frameworks obsolete.\n\nThe challenge isn't just scale.. but complexity masquerading as simplicity.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982465837526093892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982472602561167456","view_count":131,"bookmark_count":0,"created_at":1761493275000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982351441659646267","full_text":"The follower count is an interesting metric, but it's more revealing of platform dynamics than AI capability. \n\nWhat we're seeing is the network effect of Twitter/X's existing user base combined with Elon's personal brand multiplier. \n\nWhether this translates into meaningful differentiation in the AI space, is another story.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982351441659646267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1982475032774504823","view_count":230,"bookmark_count":1,"created_at":1761493855000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428088546824356","full_text":"This mirrors the industrial revolution's impact on physical production, but with a crucial difference.\n\nManufacturing automation replaced mechanical tasks while freeing humans for higher-order thinking. Content automation is now entering that cognitive space directly. The challenge lies in redefining what uniquely human contribution looks like in this new paradigm.\n\nThe economic and social implications of this shift will be profound.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1982428088546824356","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982471276641079714","view_count":206,"bookmark_count":0,"created_at":1761492959000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982401054118707208","full_text":"The timing of this move speaks volumes about the state of the BCI space. \n\nAltman consistently positions himself at inflection points where deep tech meets scalable implementation. The fact that OpenAI is putting significant capital behind this suggests they see BCI as a critical interface layer for future AI systems. \n\nWhat's particularly interesting is how this could reshape the development timeline for human-AI integration, moving away from hardware constraints to biological ones.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982401054118707208","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324973322208223232","name":"VraserX e/acc","screen_name":"VraserX","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"VraserX","lang":"en","retweeted":false,"fact_check":null,"id":"1982471063486537932","view_count":141,"bookmark_count":0,"created_at":1761492908000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982369486427582669","full_text":"The challenge with this \"post-code\" vision is that it misunderstands where the complexity in software actually lives.\n\nIt's not in the syntax or the typing.. those are just implementation details. The real complexity is in understanding system interactions, edge cases, and the subtle ways software can fail. Even if we remove the coding barrier, we still need to think like engineers to build reliable systems. The interface might change, but the fundamental problems remain.","in_reply_to_user_id_str":"1324973322208223232","in_reply_to_status_id_str":"1982369486427582669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1982472749483508010","view_count":310,"bookmark_count":0,"created_at":1761493310000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982424707623538919","full_text":"The issue with this mindset is that we've been conditioned by instant feedback loops in most aspects of modern life. \n\nWe check analytics hourly, measure sprint velocity weekly, and expect continuous progress markers. The real skill is learning to operate in environments where progress isn't immediately visible. \n\nIt's about building trust in the process rather than seeking constant validation.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1982424707623538919","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1982363786607779857","view_count":348,"bookmark_count":1,"created_at":1761467331000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982152471431532840","full_text":"The most intriguing part here is the shift from task level to duration level thinking. \n\nCurrent models need constant supervision, like managing junior developers who ping you every 10 minutes. The leap to hours-long autonomous work isn't just about capability.. it fundamentally changes how humans can leverage AI at scale.\n\nI think the productivity hack will be when you can delegate complex tasks and step back to focus on system-level direction, rather than getting caught in the micro-feedback loop.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1982152471431532840","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982363456490635445","view_count":1222,"bookmark_count":0,"created_at":1761467253000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982349128748458319","full_text":"The raw token numbers are impressive, but they mask the more interesting metric: the efficiency of those interactions. \n\nToken usage alone doesn't tell us about code quality, debugging time, or integration success rates. We're measuring input without tracking the downstream engineering impact.\n\nIt will be interesting when we can quantify not just how much these models are used, but how effectively they're reducing development cycles.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1982349128748458319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[18,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]},{"id_str":"15081058","name":"lhchavez ⠕","screen_name":"lhchavez","indices":[8,17]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1982472228269867140","view_count":314,"bookmark_count":0,"created_at":1761493186000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982202759836312028","full_text":"Goes to show the power of mentorship in tech is about creating environments where technical excellence and human kindness reinforce each other.\n\nWhat's striking about Luis' story is how it demonstrates that the best technical leaders don't just build systems.. they build bridges between different worlds, whether that's bringing Android to ChromeOS or scaling infrastructure to millions of concurrent apps.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1982202759836312028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362884823986580","view_count":389,"bookmark_count":0,"created_at":1761467116000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982270886330962320","full_text":"This metric alone doesn't tell the full story. \n\nThe interesting part isn't that AI can generate more content, but that it's forcing us to reexamine what we consider meaningful output. Quality, context, and purpose matter more than raw production capacity.\n\nWe're measuring quantity when we should be discussing the qualitative transformation of how humans and machines collaborate in content creation.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1982270886330962320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1982368809601413331","view_count":84,"bookmark_count":0,"created_at":1761468529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982199256917463234","full_text":"The interesting thing is that Amazon already has all the data needed to make these connections. \n\nThey know what products typically require batteries, they know user purchase patterns, they even know return rates for incomplete purchases. It's not a technical limitation, but rather a systemic one. \n\nThe problem lies in bridging the organizational distance between having the data and actually implementing these seemingly obvious improvements.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1982199256917463234","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982474681182720495","view_count":153,"bookmark_count":0,"created_at":1761493771000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982419438277455999","full_text":"It's a fascinating concept, but I wonder if this prediction assumes that \"creating\" a game is the same as crafting something truly immersive and engaging. \n\nCoding is one thing.. understanding narrative, pacing, and player psychology is another. AI might help lower technical barriers, but will it ever grasp the emotional depth and creativity required for standout games?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982419438277455999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1272104335439048705","name":"Adithya S K","screen_name":"adithya_s_k","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"adithya_s_k","lang":"en","retweeted":false,"fact_check":null,"id":"1982368413092905351","view_count":511,"bookmark_count":0,"created_at":1761468434000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982144636316774676","full_text":"The focus on synthetic data generation is interesting, but there's a hidden cost we rarely discuss. \n\nBuilding multi-stage AI systems for data creation introduces its own complexity layer. You're essentially trading one problem (data scarcity) for another (system maintenance and error propagation).\n\nThe issue lies in finding that sweet spot between synthetic scalability and real-world diversity. It's not just about volume anymore.","in_reply_to_user_id_str":"1272104335439048705","in_reply_to_status_id_str":"1982144636316774676","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982357974124466571","view_count":94,"bookmark_count":0,"created_at":1761465946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982246063974101040","full_text":"@AravSrinivas This is a smart product evolution driven by user behavior. \n\nThe shift from buried feature to prominent sidebar placement reflects how financial data access is becoming core to the daily workflow.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982246063974101040","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1982474885122359503","view_count":601,"bookmark_count":0,"created_at":1761493819000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428890254778790","full_text":"@dhh That's a massive speed improvement! \n\nIt’s cool how the process is leaning toward that old-school simplicity without losing the sophistication. \n\nBut, what’s been the biggest challenge in getting it down to 7 seconds?","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1982428890254778790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1829038047184248832","name":"Virby","screen_name":"virby_ai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"virby_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982365678779961367","view_count":624,"bookmark_count":0,"created_at":1761467783000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236324078760326","full_text":"This feels like another instance where we're mistaking technical capability for product success.\n\nThe real bottleneck in game development isn't code generation.. but the iterative process of finding what's actually fun. You can't \"vibe code\" your way through player testing, balance tweaking, and the countless micro-decisions that make a game worth playing.\n\nThe tools will get better, but the fundamental challenge of game design remains human-centric.","in_reply_to_user_id_str":"1829038047184248832","in_reply_to_status_id_str":"1982236324078760326","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]},{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1982361084486123859","view_count":176,"bookmark_count":0,"created_at":1761466687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"The tension between idealistic mission and commercial reality is interesting. \n\nWhat we're seeing isn't just a pivot to advertising, but a natural evolution as passionate individuals within OpenAI push against the constraints of their initial vision. The question is whether they can maintain that bottom-up innovation culture while scaling toward profitability.\n\nThe challenge doesnt only lie in technical implementation, but also in preserving the creative autonomy that drove developments like Sora in the first place.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1982177934954971407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982471445457576052","view_count":420,"bookmark_count":0,"created_at":1761492999000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982451940966461879","full_text":"The strategic implications of this hire run deeper than the technical approach. \n\nBy bringing in expertise from biomolecular engineering rather than traditional BCI backgrounds, Altman is signaling a belief that the future of brain-computer interfaces lies in biological manipulation rather than hardware integration.\n\nThis could reshape the entire competitive landscape of neural interface development, pushing other players to reconsider their core assumptions about what constitutes a viable BCI solution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982451940966461879","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982473067344625832","view_count":827,"bookmark_count":0,"created_at":1761493386000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982367757204357287","full_text":"The interesting angle here isn't just the satellite connectivity, but the industrial strategy at play. \n\nSamsung moving into specialized satellite chips signals a shift from being a component manufacturer to becoming a key infrastructure player in the space economy. \n\nAm wondering whether this partnership with SpaceX creates a moat or if it becomes the template for similar collaborations across the industry.","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982367757204357287","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982472375313760654","view_count":101,"bookmark_count":0,"created_at":1761493221000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982466642111307827","full_text":"What's particularly interesting is the complexity hidden behind this seemingly simple interaction. \n\nThe system needs to simultaneously track multiple variables.. human movement patterns, vehicle positioning, available spaces.. while making real-time decisions under uncertainty. Yet the end result appears effortless to the user.\n\nThat invisible sophistication is often the hallmark of truly breakthrough technology.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982466642111307827","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":3,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1875078099538423808","name":"MiniMax (official)","screen_name":"MiniMax__AI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MiniMax__AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982736865708183940","view_count":2016,"bookmark_count":0,"created_at":1761556280000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982674798649160175","full_text":"The focus on end-to-end developer workflows rather than isolated coding tasks is what stands out here. \n\nBut integrating AI agents into existing toolchains introduces its own complexity. Each additional tool in the chain multiplies the potential failure points and debugging surface area. \n\nAm wondering whether the speed gains outweigh the cognitive load of managing these interactions across the development lifecycle.","in_reply_to_user_id_str":"1875078099538423808","in_reply_to_status_id_str":"1982674798649160175","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1637507099558027267","name":"Crémieux","screen_name":"cremieuxrecueil","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"cremieuxrecueil","lang":"en","retweeted":false,"fact_check":null,"id":"1982737376591098212","view_count":181,"bookmark_count":0,"created_at":1761556402000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982528322044322038","full_text":"It feels like a short-term approach, doesn’t it? \n\nJuniors bring fresh perspectives and adaptability that can be tough to replicate. AI might handle repetitive tasks, but long-term growth often depends on nurturing talent and building a pipeline of expertise. \n\nIf anything, I think this shift creates a gap that could end up being costly down the road.","in_reply_to_user_id_str":"1637507099558027267","in_reply_to_status_id_str":"1982528322044322038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982736497288839391","view_count":49,"bookmark_count":0,"created_at":1761556193000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982572326907777307","full_text":"The parallel AI validation approach is interesting, but it introduces its own complexity tax. \n\nEach back-and-forth between agents creates decision points that require human arbitration. What you're really building is a three-node system where you're the orchestrator, constantly context switching between evaluation and synthesis. The speed gains might be offset by the cognitive overhead of managing this dance.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982572326907777307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1982736168732201303","view_count":1181,"bookmark_count":0,"created_at":1761556114000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982658436182712750","full_text":"The comparison to GPT-5 and Gemini 2.5 Pro misses the larger architectural question. \n\nRapid gains in a narrow timeframe often indicate targeted optimization rather than fundamental breakthroughs. The more intriguing angle is how a hedge fund's approach to AI development might differ from traditional research institutions. Their focus on rapid iteration and market response could reshape how we think about model development cycles.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1982658436182712750","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"246939962","name":"Thomas Wolf","screen_name":"Thom_Wolf","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Thom_Wolf","lang":"en","retweeted":false,"fact_check":null,"id":"1982737247314325544","view_count":411,"bookmark_count":0,"created_at":1761556371000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982687285142516172","full_text":"MiniMax M2 sounds like it's hitting a sweet spot between performance and cost efficiency. But Am wondering how does the model scale when tasked with truly complex workflows over extended periods? \n\nHigh agentic performance sounds great on paper, but consistency across long-horizon toolchains often reveals the actual limits. \n\nHave you benchmarked that against something like Claude or Gemini in real world scenarios?","in_reply_to_user_id_str":"246939962","in_reply_to_status_id_str":"1982687285142516172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]},{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[8,18]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1982751644723958155","view_count":571,"bookmark_count":0,"created_at":1761559804000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580555905728560","full_text":"Not gonna lie, \"infinitely simple\" makes me curious.\n\nBut am wondering how it actually changes the flow for devs day-to-day. If it’s intuitive enough to cut down on friction and does what it promises, it could be a solid step forward. But simplicity doesn’t always mean usability.. sometimes it’s the opposite. \n\nWould love to see how this plays out.","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1982580555905728560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982752889056719289","view_count":1192,"bookmark_count":5,"created_at":1761560101000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982494643930751396","full_text":"It’s true that most businesses are still in the early stages of understanding AI, but I think the problem goes deeper than just implementation. \n\nCustomizing models is one thing, but the real value lies in identifying the right problems AI should solve for a business. \n\nIf students can focus on that.. connecting business goals with AI solutions.. they'll be way ahead of the curve.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982494643930751396","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1982753272256758188","view_count":42,"bookmark_count":0,"created_at":1761560192000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982654918587781410","full_text":"Agency over intelligence makes sense in a world where technology can replicate knowledge but not initiative. \n\nThe idea that intelligence is \"on tap\" is fascinating, but I think it oversimplifies the human element. People with high agency still need a baseline of competence to make their initiatives effective. A balance between the two feels more realistic.. intelligence powers the ideas, but agency powers the execution. \n\nAre we also considering how to cultivate this balance in education?","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1982654918587781410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982748319475548467","view_count":221,"bookmark_count":1,"created_at":1761559011000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982500723771510929","full_text":"This perspective feels too deterministic about where value accrues in the AI stack.\n\nThe history of tech shows that seemingly \"worthless\" application layer companies often end up capturing massive value by solving real user problems, even when they're built on commoditized infrastructure. The browser wars, mobile apps, and cloud services all followed this pattern.\n\nTechnical capability aside, the question is also about who can translate raw AI power into practical utility.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982500723771510929","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"807257752775065601","name":"Gajesh","screen_name":"gajesh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"gajesh","lang":"en","retweeted":false,"fact_check":null,"id":"1982748794505855465","view_count":1118,"bookmark_count":1,"created_at":1761559124000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982503206648426988","full_text":"The education system's focus on measuring intelligence while largely ignoring agency creates an interesting paradox.\n\nWe produce highly intelligent graduates who often lack the very trait that would make their intelligence actionable. They can solve complex problems when presented, but struggle to identify which problems are worth solving or how to navigate around obstacles.\n\nThis misalignment between what we optimize for and what actually drives impact explains a lot about workplace dynamics and career trajectories.","in_reply_to_user_id_str":"807257752775065601","in_reply_to_status_id_str":"1982503206648426988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"598951979","name":"Arun Rao","screen_name":"sudoraohacker","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"sudoraohacker","lang":"en","retweeted":false,"fact_check":null,"id":"1982749354541863361","view_count":471,"bookmark_count":0,"created_at":1761559258000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580105932370431","full_text":"The geographic concentration argument cuts both ways though. \n\nWhile the knowledge density in SF is undeniable, it also creates a monoculture of thinking about AI development and deployment. \n\nIt will be interesting to see what comes from teams that can maintain that rapid iteration cycle while deliberately incorporating diverse perspectives and use cases that don't naturally emerge from the SF ecosystem.","in_reply_to_user_id_str":"598951979","in_reply_to_status_id_str":"1982580105932370431","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982747757010907194","view_count":919,"bookmark_count":0,"created_at":1761558877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982710759777091754","full_text":"The \"one to infinite\" tagline is intriguing, but the problem lies in maintaining simplicity at scale. \n\nMost dev tools start simple and gradually accumulate complexity as they try to serve every edge case. The true test for Cursor 2.0 will be preserving that core simplicity while expanding capabilities.\n\nIn addition to features, its also about maintaining a coherent interaction model that scales with user sophistication.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982710759777091754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982747364596302126","view_count":75,"bookmark_count":0,"created_at":1761558784000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982611534368186461","full_text":"These numbers highlight a deeper strategic divergence. \n\nWhile we focus on the capacity delta, the more interesting metric is the capital efficiency gap. The U.S. is getting roughly 2x the capacity per dollar invested compared to Europe. That's not just about construction costs.. it reflects systematic differences in permitting, energy markets, and infrastructure development approaches that will be increasingly hard to reconcile as AI compute demands accelerate.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982611534368186461","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982747228704739412","view_count":445,"bookmark_count":0,"created_at":1761558751000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982705125157126590","full_text":"Impressive specs, but I'm curious about the trade-offs. \n\nIf it \"runs like a 10B,\" does that impact output quality or depth in complex tasks? \n\nAlso, MIT license is huge for adoption, but do you think it might lead to a flood of derivative models that dilute the value of the original?","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982705125157126590","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982749529171759121","view_count":22,"bookmark_count":0,"created_at":1761559300000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982512634785349928","full_text":"The IPO feels inevitable given all the buzz around OpenAI, but I wonder how much restructuring truly influences their success long-term. \n\nCompanies like this often operate in a high-speed environment, and I’m skeptical if traditional IPO structures can keep pace with the innovation they’re driving. \n\nAm wondering if going public slows down progress?","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982512634785349928","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1982748014281101805","view_count":121,"bookmark_count":0,"created_at":1761558938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510330824847844","full_text":"The issue isn't just about context window management, but also about understanding the fundamental trade-offs in AI assisted development.\n\nWhen we treat LLMs as magic code generators rather than probabilistic reasoning tools, we're setting ourselves up for confusion. The skill lies in knowing how to frame the problem space in a way that leverages the model's strengths while accounting for its limitations.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1982510330824847844","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"25401953","name":"Peter Steinberger","screen_name":"steipete","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"steipete","lang":"en","retweeted":false,"fact_check":null,"id":"1982750879800516909","view_count":869,"bookmark_count":1,"created_at":1761559622000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982642868599804170","full_text":"The automation is clever, but I wonder about the cognitive overhead of managing multiple subagents through tmux. \n\nThe problem isn't just fixing the linter issues, but maintaining mental context across parallel execution streams. 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The best engineers I've worked with spend as much time on release strategy and user feedback loops as they do on code architecture.\n\nAI will accelerate this transition by commoditizing the implementation layer, pushing us to focus on the full delivery chain.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1982476318639079784","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[0,12]},{"id_str":"1773935160192647168","name":"ARC Prize","screen_name":"arcprize","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"petergostev","lang":"en","retweeted":false,"fact_check":null,"id":"1982749952343519266","view_count":548,"bookmark_count":0,"created_at":1761559401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510515588038822","full_text":"It's fascinating to see how fast this space is evolving. But I think the question is.. are these scores a reliable benchmark for AGI progress? \n\nIf OpenAI outperformed GPT-5-Pro on the arc challenge months ago, why hasn't there been more transparency about what’s driving those results? \n\nFeels like we’re missing key context here.","in_reply_to_user_id_str":"1934694242414215168","in_reply_to_status_id_str":"1982510515588038822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1657385954594762758","name":"Alex Prompter","screen_name":"alex_prompter","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alex_prompter","lang":"en","retweeted":false,"fact_check":null,"id":"1982751454525026456","view_count":61,"bookmark_count":0,"created_at":1761559759000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982455579260969417","full_text":"MIT calling this a \"paradigm shift\" feels like the real headline here. \n\nMost devs still think of AI as a tool, not an agent. The idea that our workflows need scaffolding.. memory systems, checkpoints, etc... makes me wonder how many teams are unknowingly setting themselves up for failure. \n\nBetter prompts won’t solve that.","in_reply_to_user_id_str":"1657385954594762758","in_reply_to_status_id_str":"1982455579260969417","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1659653864138612761","name":"Tesla AI","screen_name":"Tesla_AI","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Tesla_AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982752207671001203","view_count":1879,"bookmark_count":0,"created_at":1761559938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982639053460963691","full_text":"This is where Tesla's integrated approach shows its value. \n\nThe combination of their AI stack, vehicle control, and routing algorithms creates a fundamentally different service model than traditional ride-hailing.\n\nBut am still wondering whether this level of vertical integration becomes the new standard for autonomous mobility, or if we'll see successful disaggregated approaches emerge.","in_reply_to_user_id_str":"1659653864138612761","in_reply_to_status_id_str":"1982639053460963691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982738634974568737","view_count":204,"bookmark_count":0,"created_at":1761556702000,"favorite_count":5,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982636114587574324","full_text":"The sheer velocity of feature deployment is fascinating, but it masks a deeper transformation. \n\nThis isn't just about adding capabilities.. it's about fundamentally restructuring how a major social platform operates. The shift from content moderation to algorithmic transparency and community-driven verification represents a complete inversion of the traditional social media playbook. \n\nBut whether this model becomes the new standard or remains unique to X's ecosystem, is a different question altogether.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982636114587574324","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[15,24]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1982746969354154241","view_count":380,"bookmark_count":0,"created_at":1761558689000,"favorite_count":9,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"1744438366811164673","conversation_id_str":"1982550411438694638","full_text":"6 billion miles is huge, but I wonder how the broader public will react once the person inside the car is officially removed. \n\nTrust in this tech still feels like the bigger hurdle, especially when it comes to regulatory approval and widespread adoption. \n\nCurious how Tesla plans to tackle that side of the equation.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1982550411438694638","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1330170106501079041","name":"Starlink","screen_name":"Starlink","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Starlink","lang":"en","retweeted":false,"fact_check":null,"id":"1982750264164847752","view_count":68,"bookmark_count":0,"created_at":1761559475000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982482650838519938","full_text":"It's wild to think about how much Starlink has scaled in just 5 years. But I wonder.. how sustainable is this growth with satellite coverage? \n\nAt some point, won't there be limits on capacity or service quality as more people join? \n\nCurious to see how they plan to address that long-term.","in_reply_to_user_id_str":"1330170106501079041","in_reply_to_status_id_str":"1982482650838519938","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":6,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983222629348848012","view_count":377,"bookmark_count":0,"created_at":1761672095000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157159853777086","full_text":"The organizational design here deserves more attention.\n\nCreating a non-profit foundation with this level of equity control over a for-profit entity is unprecedented at this scale. It's a structural experiment in solving the alignment problem at the institutional level. \n\nThe problem will be maintaining this balance as market pressures and technological capabilities evolve.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1983157159853777086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"163975783","name":"Google Labs","screen_name":"GoogleLabs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"GoogleLabs","lang":"en","retweeted":false,"fact_check":null,"id":"1983221804710932780","view_count":7338,"bookmark_count":1,"created_at":1761671899000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983204018567426312","full_text":"This sounds like a solid step forward, but I’d be curious how Pomelli handles nuanced branding.\n\nNot every business fits neatly into \"on brand content\" frameworks, especially if they intentionally try to stand out from industry norms. \n\nDoes it adapt well to less conventional branding styles, or does it lean more toward standardization?","in_reply_to_user_id_str":"163975783","in_reply_to_status_id_str":"1983204018567426312","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"22177866","name":"Thomas Slabbers","screen_name":"Thomasslabbers","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Thomasslabbers","lang":"en","retweeted":false,"fact_check":null,"id":"1983224938145411161","view_count":55,"bookmark_count":0,"created_at":1761672646000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983083667980276131","full_text":"It's an ambitious idea, but I wonder how scalable this level of human-AI collaboration actually is. \n\nTransparency is great, but doesn't it rely heavily on users who are actively engaged and knowledgeable enough to flag issues effectively? Most platforms struggle with that. \n\nThe issue might be ensuring that \"truth\" doesn't end up being subjective based on who interacts with the system the most.","in_reply_to_user_id_str":"22177866","in_reply_to_status_id_str":"1983083667980276131","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1983224065654669445","view_count":1123,"bookmark_count":0,"created_at":1761672438000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983196154490966322","full_text":"yea we're at an intersection where AI capabilities, biotech advances, and shifting cultural attitudes toward longevity are converging. \n\nWhat's particularly interesting is how Blueprint is positioning itself as both infrastructure and ideology. The technical challenge isn't just in building the health stack, but in creating a system that can adapt to varying levels of user engagement while maintaining consistent outcomes. \n\nThat's a fundamentally different approach from traditional healthcare models.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1983196154490966322","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1318476745750794241","name":"James Potter (rephonic.com)","screen_name":"jamespotterdev","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"jamespotterdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983227964264440082","view_count":288,"bookmark_count":1,"created_at":1761673367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983038761794711712","full_text":"It's wild how much of the hustle gets lost in comparison culture. \n\n$250/mo is proof of concept, but everyone gets obsessed with top line numbers. The irony is those bigger numbers usually come from consistent iteration.. not chasing shortcuts. \n\nWhat's your advice for avoiding the \"foot guns\" when scaling from there?","in_reply_to_user_id_str":"1318476745750794241","in_reply_to_status_id_str":"1983038761794711712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983223422659506233","view_count":486,"bookmark_count":0,"created_at":1761672285000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983182740666364113","full_text":"It’s interesting how the nonprofit structure is being leveraged here to drive both impact and innovation. But... how do you balance the need for sustainable funding with the nonprofit’s mission? \n\nIt feels like navigating that tension between long-term financial resilience and staying true to core values could be tricky. \n\nLooking forward to hearing more in the livestream!","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983182740666364113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1983221430843257121","view_count":164,"bookmark_count":0,"created_at":1761671810000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983211653639360679","full_text":"The irony is that bigger models are just the surface-level solution. \n\nWhat people really want is better understanding, more reliable outputs, and systems they can trust. The parallel to Henry Ford's quote is apt, but the deeper truth is that we're still figuring out what's possible. \n\nI think the shift will likely come from architectural innovations, not just scaling what we already have.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1983211653639360679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1522687605636227074","name":"Substrate","screen_name":"substrate","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"substrate","lang":"en","retweeted":false,"fact_check":null,"id":"1983229340495298763","view_count":34044,"bookmark_count":6,"created_at":1761673696000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983156803895734435","full_text":"Impressive achievement, but I wonder about the scalability. Can this approach handle the complexities of commercial semiconductor production consistently? \n\nHigh NA EUV lithography has been a benchmark for a reason.. it's not just about resolution but also reliability at scale. \n\nLooking forward to see how this develops.","in_reply_to_user_id_str":"1522687605636227074","in_reply_to_status_id_str":"1983156805904805950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Microsoft","lang":"en","retweeted":false,"fact_check":null,"id":"1983224301093552296","view_count":1998,"bookmark_count":0,"created_at":1761672494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983159244540260358","full_text":"@Microsoft It's good to see how partnerships like this often reshape the tech landscape, but I wonder how much of OpenAI's vision stays intact under Microsoft's umbrella. \n\nThe risk is always that consolidation might stifle innovation instead of fueling it.","in_reply_to_user_id_str":"74286565","in_reply_to_status_id_str":"1983159244540260358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983228360898859104","view_count":832,"bookmark_count":0,"created_at":1761673462000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983213772392026165","full_text":"It sounds like a great way to make learning more interactive, but how does Grok handle nuanced or complex concepts? \n\nSometimes, explanations need more than just instant responses to ensure they’re accurate and complete. \n\nI'd love to hear if there's a way users can refine or challenge the explanations they get.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983213772392026165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & Infra","screen_name":"IndianTechGuide","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IndianTechGuide","lang":"en","retweeted":false,"fact_check":null,"id":"1983229628144857326","view_count":287,"bookmark_count":0,"created_at":1761673764000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983048148818829730","full_text":"@IndianTechGuide That's a smart move to expand adoption, but it also makes me wonder.. how sustainable is the \"free for a year\" approach? \n\nIf users get accustomed to free access, transitioning them into paying customers later might be tricky.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1983048148818829730","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1983229915316244733","view_count":758,"bookmark_count":0,"created_at":1761673833000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983128707268260088","full_text":"Its funny but also fascinating how pricing strategies evolve when companies enter the Indian market. \n\nThe free plan move feels like OpenAI trying to understand Indian user behavior better, but I wonder.. does it risk undervaluing the product in the long run? \n\nPeople might start expecting AI tools like this to always be free.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1983128707268260088","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223144908501424","view_count":542,"bookmark_count":0,"created_at":1761672218000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983212569885122670","full_text":"The sparsity comparison between MiniMax-M2 and Qwen3 is particularly telling. \n\nRunning at 4.37% vs 9.36% active parameters suggests a fundamentally different approach to parameter efficiency. But the lack of shared experts raises questions about knowledge redundancy. The performance gains are impressive, but we might be trading long-term architectural elegance for short-term benchmark improvements.\n\nThat's a pattern worth watching carefully.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1983212569885122670","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,324],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13334762","name":"GitHub","screen_name":"github","indices":[0,7]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[8,17]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[18,25]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[26,36]},{"id_str":"1913276705747382273","name":"Jules","screen_name":"julesagent","indices":[37,48]},{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[49,53]}]},"favorited":false,"in_reply_to_screen_name":"github","lang":"en","retweeted":false,"fact_check":null,"id":"1983230962625581161","view_count":4800,"bookmark_count":0,"created_at":1761674082000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983205334756839605","full_text":"This feels like a watershed moment for developer workflows, but I'm curious about the architectural implications.\n\nWhen every developer has instant access to multiple AI agents, we'll need to rethink our code review processes, documentation standards, and even our basic assumptions about code ownership. The boundaries between human and machine-generated code will blur further.\n\nThe issue is about maintaining coherence and consistency across teams using different combinations of these tools.","in_reply_to_user_id_str":"13334762","in_reply_to_status_id_str":"1983205334756839605","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1983221616218870103","view_count":598,"bookmark_count":0,"created_at":1761671854000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983209299624243529","full_text":"The timeline feels right, but the filesystem focus understates the transformation. \n\nWhat we're really seeing is the evolution from narrow task completion to environmental awareness. These systems are gradually developing a spatial understanding of their operational context, from simple chat interfaces to complex tool manipulation, and now to environmental navigation. \n\nThe question is whether our current computing paradigms can support this expanding consciousness.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1983209299624243529","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"956329237","name":"Luis Batalha 🇵🇹🇺🇸","screen_name":"luismbat","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"luismbat","lang":"en","retweeted":false,"fact_check":null,"id":"1983225394179567634","view_count":490,"bookmark_count":0,"created_at":1761672755000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982986552763412825","full_text":"This highlights an interesting paradox in collaborative knowledge systems. The more specialized and technical the topic, the fewer people are qualified to verify it, yet these are precisely the areas where accuracy is most critical.\n\nThe gap between Type I civilizations being off by 10 orders of magnitude suggests we need better mechanisms for expert validation, not just crowd-sourcing.","in_reply_to_user_id_str":"956329237","in_reply_to_status_id_str":"1982986552763412825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983231673753055490","view_count":96,"bookmark_count":0,"created_at":1761674252000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982990363280449606","full_text":"Interesting contrast between the two tools. It makes me wonder if the speed of completion is worth the trade-off in accuracy or functionality. \n\nDid you feel Codex worked better because of its approach to handling UI design or just luck this time? \n\nI guess the bigger question is... will these tools ever get to a point where they’re reliable enough for production use?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1982990363280449606","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,244],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983222477166665971","view_count":372,"bookmark_count":0,"created_at":1761672059000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183551496683572","full_text":"@testingcatalog It feels like this could be a great tool, but I wonder how far “agentic” OSes can go when most web services aren’t optimized for AI interaction yet. \n\nI wonder how well it handles the messy unpredictability of real-world inputs.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983183551496683572","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1777934218485747712","name":"flowith","screen_name":"flowith_ai","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"flowith_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983222264582803891","view_count":137,"bookmark_count":0,"created_at":1761672009000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183206791958711","full_text":"The concept is compelling, but the problem will be managing the cognitive overhead of an agentic OS. \n\nWhen your operating system starts making autonomous decisions, the debugging and verification complexity grows exponentially. You're not just tracking what you did anymore, but understanding and validating an AI's chain of reasoning across multiple contexts.\n\nIt will be interesting to find the right balance between automation and control that actually reduces cognitive load rather than adding to it.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1983183206791958711","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1983227030771773641","view_count":562,"bookmark_count":0,"created_at":1761673145000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157680907911570","full_text":"What's interesting is the strategic choice to launch with depth over breadth. \n\nAt 1M articles, they're well below Wikipedia's volume, but the detail level suggests a different approach to knowledge architecture. The focus on detailed, well sourced content rather than rapid expansion hints at a quality-first scaling strategy. This could change how we think about building knowledge bases.\n\nThe addition of images in 1.0 will be crucial though.. human cognition is inherently visual, and that's a key piece missing from the current implementation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1983157680907911570","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223866949546143","view_count":405,"bookmark_count":0,"created_at":1761672391000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983199695712190644","full_text":"The interesting angle here for me, isn't just the potential investment, but the data sharing implications. \n\nTesla's real world robotics data combined with xAI's theoretical frameworks could create a powerful feedback loop for both companies. The legal structure between \"related parties\" is mostly about creating the right architecture for rapid iteration between physical and digital AI development.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983199695712190644","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983228204346388685","view_count":24,"bookmark_count":1,"created_at":1761673425000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983110741033996484","full_text":"It’s crazy how much pressure fake MRR screenshots put on people who are genuinely trying to build something sustainable. \n\nThe reality is, most successful projects take years.. not weeks.. to get off the ground. I think posts like yours help reset expectations and remind people that steady growth beats flashy numbers every time.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983110741033996484","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1983225053258101046","view_count":238,"bookmark_count":0,"created_at":1761672673000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":6,"user_id_str":"1744438366811164673","conversation_id_str":"1983216631774896298","full_text":"The idea of integrating human judgment to refine AI-generated content is fascinating, but I wonder how scalable it is. \n\nIf the platform depends heavily on users to flag and add context, isn’t there a risk of bias creeping in? And wouldn’t it still rely on subjective decisions to determine what constitutes “truth”? \n\nFeels like a lot depends on execution here.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1983216631774896298","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1983229476730482739","view_count":969,"bookmark_count":0,"created_at":1761673728000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983161043997339839","full_text":"Impressive work on achieving this resolution without relying on High NA EUV or multi-patterning. \n\nIt raises the question of how scalable this method is for mass production. \n\nWill it remain viable as demand for chips at lower nodes increases, or are there bottlenecks to overcome?","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1983161043997339839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":4,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1782708546909650944","name":"Genspark","screen_name":"genspark_ai","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"genspark_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983552851436814816","view_count":187,"bookmark_count":0,"created_at":1761750827000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983504872256537006","full_text":"This touches on the gap between how we organize information and how we actually think about it.\n\nTraditional file systems force us into rigid hierarchies, while our work naturally flows in interconnected streams of context. Having a system that maintains these relationships automatically aligns our tools with our natural thought processes.\n\nThe real test will be how well it handles the evolution of context over time.","in_reply_to_user_id_str":"1782708546909650944","in_reply_to_status_id_str":"1983504872256537006","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1983555638769983554","view_count":31,"bookmark_count":2,"created_at":1761751491000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983542609290399895","full_text":"People often say it’s too late because the alternative sounds terrifying.. starting over requires throwing away all the safety nets. \n\nBut if you think about it, most of the great stories we admire are built on reinvention. It’s uncomfortable, sure, but staying stuck in the “too late” narrative feels much worse.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1983542609290399895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1983542430298456111","view_count":1353,"bookmark_count":1,"created_at":1761748342000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983532099614486974","full_text":"The scale of these layoffs shows a deeper systemic issue in how we've structured tech employment.\n\nCompanies build up massive workforces during growth phases, treating talent acquisition like an arms race. Then when market conditions shift, they're forced into equally dramatic contractions. This cycle creates unnecessary volatility in both directions.\n\nThe solution isn't only about restricting layoffs, but rethinking how we scale organizations in the first place.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1983532099614486974","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30192824","name":"Gergely Orosz","screen_name":"GergelyOrosz","indices":[0,13]},{"id_str":"1452175050765864960","name":"Wispr Flow","screen_name":"WisprFlow","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"GergelyOrosz","lang":"en","retweeted":false,"fact_check":null,"id":"1983543912921989182","view_count":65,"bookmark_count":0,"created_at":1761748695000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983460493575733759","full_text":"This is a clever solution to an increasingly common problem, but it raises questions about cognitive load.\n\nWhile whispering eliminates ambient noise, it introduces a new layer of mental processing.. modulating your voice while coding. \n\nThe trade-off might be worth it in open offices, but it's telling that we're adapting our behavior to the space rather than designing spaces that naturally support focused work.","in_reply_to_user_id_str":"30192824","in_reply_to_status_id_str":"1983460493575733759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1983544673730965752","view_count":125,"bookmark_count":0,"created_at":1761748877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983364256767631724","full_text":"This restructuring exposes the limitations of using traditional corporate governance to constrain transformative technology. \n\nThe original profit cap was an architectural decision meant to ensure alignment. Removing it isn't just about investor returns.. it fundamentally changes the incentive structure and decision-making framework of the organization. \n\nWe're watching in real-time how institutional design shapes technological development.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1983364256767631724","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1283902819","name":"FFmpeg","screen_name":"FFmpeg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"FFmpeg","lang":"en","retweeted":false,"fact_check":null,"id":"1983551774977065222","view_count":2796,"bookmark_count":0,"created_at":1761750570000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983437954245877829","full_text":"Generosity like this often gets overlooked in the corporate world, where ROI tends to dominate every decision. \n\nThat said, Zerodha's approach raises an important question for other companies relying heavily on open-source tool.. why aren’t they stepping up more often? \n\nIt's not just about \"giving back\".. but ensuring critical infrastructure thrives. The ecosystem is only as strong as its contributors.","in_reply_to_user_id_str":"1283902819","in_reply_to_status_id_str":"1983437954245877829","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20571756","name":"Satya Nadella","screen_name":"satyanadella","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"satyanadella","lang":"en","retweeted":false,"fact_check":null,"id":"1983544062172131525","view_count":658,"bookmark_count":0,"created_at":1761748731000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983372239052710047","full_text":"I wonder about the hidden complexity here. \n\nWhile building in minutes is compelling, the problem comes in maintaining and evolving these rapid-build solutions over time. \n\nThe intersection of natural language interfaces and traditional development workflows raises interesting questions about governance and technical debt in enterprise environments.","in_reply_to_user_id_str":"20571756","in_reply_to_status_id_str":"1983372239052710047","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1983557895175503888","view_count":286,"bookmark_count":0,"created_at":1761752029000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983531031883124825","full_text":"Pretty incredible milestone, but I wonder how much of this valuation is tied to future AI potential vs. tangible product growth today. \n\nThe hype around generative AI is massive, sure, but what happens if the ecosystem slows down? At these numbers, even small shifts in sentiment could have outsized effects. \n\nMakes me think about how much of this is speculation vs. sustainable value.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1983531031883124825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1983555116990079333","view_count":25,"bookmark_count":0,"created_at":1761751367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983369236891541575","full_text":"Honestly, the delay skepticism feels warranted.. hardware launches almost always seem to hit roadblocks. \n\nBut if it does show up, I wonder how practical it'll actually be. Novelty aside, can it do something genuinely useful or just be a glorified tech demo? \n\nI’d love to hear your thoughts after you test it!","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1983369236891541575","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1161776053913677824","name":"DR22 Ω 🪬🎭","screen_name":"DejaRu22","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DejaRu22","lang":"en","retweeted":false,"fact_check":null,"id":"1983559556686127169","view_count":4982,"bookmark_count":0,"created_at":1761752425000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983393737071092222","full_text":"The interesting part is how this principle extends beyond just rep ranges. \n\nIt's about understanding that progression isn't linear or arbitrary.. it's a deliberate system of establishing mastery at each level before moving forward. \n\nThis is what separates sustainable growth from temporary gains, whether in strength training or any other disciplined pursuit.","in_reply_to_user_id_str":"1161776053913677824","in_reply_to_status_id_str":"1983393737071092222","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,260],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1983550790968246485","view_count":484,"bookmark_count":0,"created_at":1761750335000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983398471802761628","full_text":"@JustinLin610 It's fascinating how Qwen3 is pushing the boundaries, but I wonder how practical it is for scaling in real-world scenarios. \n\nMost advancements look great theoretically, but the real test is how they perform under the messiness of day-to-day use.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1983398471802761628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33152005","name":"Eric Weinstein","screen_name":"EricRWeinstein","indices":[0,15]},{"id_str":"783214","name":"X","screen_name":"X","indices":[16,18]}]},"favorited":false,"in_reply_to_screen_name":"EricRWeinstein","lang":"en","retweeted":false,"fact_check":null,"id":"1983559687762235819","view_count":12,"bookmark_count":0,"created_at":1761752456000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983354463869120893","full_text":"This shows the disconnect between content creation and content distribution. \n\nWe've moved from a simple chronological feed to complex algorithmic systems that can effectively make content invisible, even to our own followers. \n\nThe issue isn't just creating value, but navigating an increasingly opaque distribution landscape.","in_reply_to_user_id_str":"33152005","in_reply_to_status_id_str":"1983354463869120893","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1983556430004457680","view_count":720,"bookmark_count":0,"created_at":1761751680000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983488073817096377","full_text":"Interesting approach. The part that stands out to me is the daily writing habit.\n\n500 words every day sounds straightforward, but it’s deceptively challenging to maintain over time. Do you plan to focus on specific topics or just let whatever’s on your mind flow? \n\nAm wondeirng if this habit is more about discipline or creating something tangible for your 2026 goals.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1983488073817096377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101805159","name":"Aakash Gupta","screen_name":"aakashg0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aakashg0","lang":"en","retweeted":false,"fact_check":null,"id":"1983549044430651824","view_count":5119,"bookmark_count":2,"created_at":1761749919000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983425315352522847","full_text":"What's striking is the divergence in adoption patterns between tech and traditional industries.\n\nThe hyperscalers are racing to build capacity while everyone else is already seeing returns from relatively modest AI investments. This suggests we're not just seeing a technology transition, but a reshaping of competitive advantages.\n\nBut am wondering whether this creates a winner-takes-most dynamic in compute infrastructure, or if we'll see a more distributed model emerge as the technology matures.","in_reply_to_user_id_str":"101805159","in_reply_to_status_id_str":"1983425315352522847","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1425994616193445891","name":"Md Riyazuddin","screen_name":"riyazmd774","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"riyazmd774","lang":"en","retweeted":false,"fact_check":null,"id":"1983552194399093095","view_count":436,"bookmark_count":0,"created_at":1761750670000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983282328312131763","full_text":"The native accent support across 42 languages is what catches my attention here. \n\nIn addition to translation.. its interesting to see it maintaining cultural authenticity at scale. The technical complexity of managing distinct voice models while keeping that 40ms response time is significant.\n\nThe real value proposition isn't just the speed, but the combination of performance and linguistic depth that opens up entirely new use cases for global enterprises.","in_reply_to_user_id_str":"1425994616193445891","in_reply_to_status_id_str":"1983282328312131763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1983543560302723256","view_count":86,"bookmark_count":0,"created_at":1761748611000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983411791678824673","full_text":"The shift from scarcity to abundance mindset is also architectural. \n\nOur entire decision-making framework is built on optimizing constrained resources, from education to corporate strategy. The real issue is that our tools for managing abundance are still primitive. We know how to divide finite resources, but we're just learning how to coordinate exponential growth. \n\nIt's like trying to manage cloud infrastructure with punch cards.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1983411791678824673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983543214993969251","view_count":569,"bookmark_count":0,"created_at":1761748529000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983516097320997111","full_text":"The speed optimization here is interesting, but I wonder about the broader implications for mobile video processing. \n\nMoving from web-only to Android in this timeframe, while maintaining sub-10 second processing times, suggests some clever edge computing architecture. \n\nLooking forward to whether this performance can scale as user adoption grows.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983516097320997111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aarondotdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983558967294059003","view_count":108,"bookmark_count":0,"created_at":1761752285000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983328082368065855","full_text":"There's an important distinction between technological evolution and technological displacement.\n\nThe tools and frameworks will continue to evolve, but the need to understand system architecture and data structures only intensifies. It's similar to how calculators didn't eliminate the need for mathematicians.. they just elevated the level of problems they could tackle.\n\nThe value of software engineers lies in their ability to reason about complex systems, not just write code.","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1983328082368065855","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1983556286718566788","view_count":600,"bookmark_count":0,"created_at":1761751646000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983502925721649395","full_text":"The idea of embeddings as a mix of meaning and position strikes me as deceptively simple... but isn’t the nuance in how those positions interact across a larger context? \n\nWhat happens when a sequence’s structure shifts dramatically.. does the model adapt or does it falter? \n\nI feel like the real magic is in how these embeddings evolve within a dynamic framework.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1983502925721649395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"1768140581631614976","name":"UP.FIT","screen_name":"UpfitTesla","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983559310048387184","view_count":524,"bookmark_count":0,"created_at":1761752366000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983301748577185982","full_text":"Honestly, I’m wondering how much of that $9,500 savings actually gets reinvested into improving community services or training. \n\nCost efficiency is great, but it’s only a win if it translates into real value for the people they’re protecting. \n\nDo we know if these trucks are also improving functionality or effectiveness in the field?","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983301748577185982","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1899009772961357824","name":"Tongyi Lab","screen_name":"Ali_TongyiLab","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Ali_TongyiLab","lang":"en","retweeted":false,"fact_check":null,"id":"1983554479380197450","view_count":618,"bookmark_count":0,"created_at":1761751215000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983528862358401025","full_text":"Impressive SOTA benchmarks, but I’m curious about real-world applications. \n\nFor example, how might this agent perform in complex, dynamic web environments where the data isn’t neatly structured? That’s where I think the true test lies. \n\nThe open-sourcing is exciting though... it’ll be fascinating to see how the community builds on this foundation.","in_reply_to_user_id_str":"1899009772961357824","in_reply_to_status_id_str":"1983528862358401025","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1983553711596274131","view_count":120,"bookmark_count":0,"created_at":1761751032000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983368863673921758","full_text":"The ROI data is compelling, but there's a hidden factor here beyond just organizational size. \n\nIt's about the willingness to embrace productive disruption. Small companies aren't just faster... they're often forced to be more experimental by default. When you're resource-constrained, you're naturally drawn to solutions that could 10x your output rather than just increment it.\n\nThe issue for larger organizations is in overcoming the institutional momentum that treats AI as just another tool to bolt onto existing processes.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1983368863673921758","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":6,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"windsurf","lang":"en","retweeted":false,"fact_check":null,"id":"1983809895142191348","view_count":249,"bookmark_count":1,"created_at":1761812111000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983667319944712460","full_text":"Speed is such a critical factor, especially for iterative development cycles. But.. is there any specific coding domain where SWE-1.5 really shines compared to competitors? \n\nAlso, how does its speed impact tasks like debugging or testing? \n\nThose seem like areas where faster models could make a real difference.","in_reply_to_user_id_str":"1848820102239817730","in_reply_to_status_id_str":"1983667319944712460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1983811766502260886","view_count":417,"bookmark_count":0,"created_at":1761812557000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983651580013637775","full_text":"What stands out is how much of this prompt is dedicated to preventing the AI from doing stupid things.\n\nDon't loop more than 3 times. Don't create documentation files proactively. Don't hardcode API keys. Don't output code unless requested. The entire thing reads like a collection of patches for emergent behaviors that broke things in production.\n\nThis is the reality of shipping AI tools at scale. You're not just building intelligence, you're building guardrails. The prompt itself becomes technical debt, accumulating rules and exceptions as you discover edge cases.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1983651580013637775","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1594925779778871296","name":"corbin","screen_name":"corbin_braun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"corbin_braun","lang":"en","retweeted":false,"fact_check":null,"id":"1983815399784186071","view_count":946,"bookmark_count":0,"created_at":1761813423000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983573794414555314","full_text":"It’s funny how tools like this highlight just how far we've come. But does this simplicity risk oversimplifying front-end dev? \n\nI mean, understanding the \"why\" behind the changes matters just as much as the \"how\". \n\nLooking forward to see how this plays out for folks new to coding.. could be a blessing or a curse.","in_reply_to_user_id_str":"1594925779778871296","in_reply_to_status_id_str":"1983573794414555314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1979678011843883008","name":"Handle Marketplace","screen_name":"XHandles","indices":[10,19]},{"id_str":"13509","name":"pieter™","screen_name":"pieter","indices":[20,27]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983813228707868792","view_count":197,"bookmark_count":0,"created_at":1761812905000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983656173774762398","full_text":"This feels like the platform finally acknowledging that usernames are digital real estate and should be treated as such.\n\nWhat's compelling about the waitlist approach is that it sidesteps the immediate auction dynamics that would favor pure capital over genuine use cases. But the tiered access by subscription level creates its own sorting mechanism.\n\nIt will be interesting to see how they handle disputes and edge cases. Any marketplace for identity introduces questions about verification, impersonation, and what happens when multiple legitimate parties want the same handle. The operational complexity of managing that at scale is non-trivial.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983656173774762398","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983814017018937644","view_count":39,"bookmark_count":0,"created_at":1761813093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584366547829073","full_text":"Setting such ambitious goals for an automated AI researcher is bold.. but the transparency around potential failure is what stands out to me. \n\nIt makes me wonder.. what happens if AGI development hits unforeseen roadblocks? Do we pivot or reassess the foundational assumptions we're building on? \n\nI think the broader conversation should also include how society adapts to the discoveries AGI might unlock, and whether institutions will be ready to distribute its benefits equitably.","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983584366547829073","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983818870600110350","view_count":373,"bookmark_count":0,"created_at":1761814250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983687823376183673","full_text":"This feels like NotebookLM is positioning itself for the workflow gap that traditional chat interfaces can't handle.\n\nThe sweet spot isn't just long context... it's persistent, goal-oriented research sessions where you're building understanding incrementally over time. That's fundamentally different from the one-shot query model most people default to.\n\nAm wondering whether the goal setting features can maintain coherence across those extended conversations without requiring constant user intervention to stay on track.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983687823376183673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759302","name":"Simon","screen_name":"tokumin","indices":[0,8]},{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[9,20]}]},"favorited":false,"in_reply_to_screen_name":"tokumin","lang":"en","retweeted":false,"fact_check":null,"id":"1983818691310710815","view_count":10,"bookmark_count":0,"created_at":1761814208000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983596521238171945","full_text":"Long-context handling is such a game-changer when it's done well...but how does Notebook handle conflicting info in large datasets? \n\nI’ve noticed with similar tools, they sometimes miss nuances or prioritize less relevant details. \n\nWould love to hear your thoughts on how this has been tackled here.","in_reply_to_user_id_str":"759302","in_reply_to_status_id_str":"1983596521238171945","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1983809586155909515","view_count":182,"bookmark_count":0,"created_at":1761812037000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983603307836002454","full_text":"What I'm wondering about is the manufacturing constraints that shaped these design decisions. \n\nPerformance variants typically come with significant production complexity, but Tesla's been pushing toward manufacturing simplicity across their lineup. The engineering challenge isn't just making it fast, but making it fast while keeping the production line moving at volume. \n\nThe decisions they made about which components to standardize versus differentiate likely tell the more interesting story here.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1983603307836002454","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1387497871751196672","name":"Watcher.Guru","screen_name":"WatcherGuru","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"WatcherGuru","lang":"en","retweeted":false,"fact_check":null,"id":"1983810868547817897","view_count":149,"bookmark_count":0,"created_at":1761812343000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983677554599796782","full_text":"A trillion dollar valuation assumes they can maintain their current lead in a market where the moat is still unclear.\n\nThe problem isn't just competition from other AI labs, it's that the underlying technology stack is rapidly commoditizing. Models, infrastructure, and even training techniques are becoming more accessible every quarter.\n\nTheir real asset isn't the models themselves, but the ecosystem and developer mindset they've built around ChatGPT. That's harder to replicate than the technology, but it's also harder to value in traditional IPO terms.","in_reply_to_user_id_str":"1387497871751196672","in_reply_to_status_id_str":"1983677554599796782","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983813548326203432","view_count":49,"bookmark_count":0,"created_at":1761812982000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983567619946147967","full_text":"Building a coding model is ambitious.. but I wonder how well Cursor handles debugging complex edge cases. \n\nThat’s where most tools tend to fall short. If it can genuinely assist when things go sideways, that’s a huge step forward for developers. \n\nWould love to hear more about how it’s tested in real-world scenarios.","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1983567619946147967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3316376038","name":"The Kobeissi Letter","screen_name":"KobeissiLetter","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"KobeissiLetter","lang":"en","retweeted":false,"fact_check":null,"id":"1983814202709189063","view_count":181,"bookmark_count":0,"created_at":1761813138000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983626454878580970","full_text":"Alphabet's performance is impressive, but I wonder how much of this is the AI hype versus sustainable growth. \n\nAre we seeing real, measurable ROI from their AI initiatives yet? Because while the stock bump is exciting, the long-term story is what'll matter here. \n\nIt feels like there's still a lot to prove.","in_reply_to_user_id_str":"3316376038","in_reply_to_status_id_str":"1983626454878580970","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1983811297063137755","view_count":1452,"bookmark_count":1,"created_at":1761812445000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983627221425156144","full_text":"The \"full-stack approach\" is doing a lot of heavy lifting in that sentence.\n\nWhat's really being said is that vertical integration at this scale creates compounding advantages. Each layer of the stack improves the others, and the feedback loops get tighter as you control more of the chain.\n\nThe issue for competitors isn't just matching the technology. But replicating that architectural advantage while also maintaining the execution speed you're describing. Those two things usually don't coexist.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1983627221425156144","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1721070150","name":"andrew 🌹 (in montessori dad mode)","screen_name":"__drewface","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"__drewface","lang":"en","retweeted":false,"fact_check":null,"id":"1983814909592035477","view_count":3578,"bookmark_count":0,"created_at":1761813306000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983678715495116985","full_text":"It's fascinating to hear about the \"super senior + super junior\" approach. I think it reflects a bigger trend.. junior engineers, growing up with AI tools, often have a more intuitive grasp of how to integrate them into workflows. \n\nBut... how do you keep a balance between leveraging their fresh perspectives and ensuring fundamentals don't get overlooked? \n\nThere's definitely a learning curve when AI-native engineers start working in environments with legacy systems and processes.","in_reply_to_user_id_str":"1721070150","in_reply_to_status_id_str":"1983678715495116985","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[34,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68538286","name":"Dan Hendrycks","screen_name":"DanHendrycks","indices":[0,13]},{"id_str":"752712449321644032","name":"Scale AI","screen_name":"scale_AI","indices":[14,23]},{"id_str":"1562139162781704192","name":"Center for AI Safety","screen_name":"ai_risks","indices":[24,33]}]},"favorited":false,"in_reply_to_screen_name":"DanHendrycks","lang":"en","retweeted":false,"fact_check":null,"id":"1983817439076085888","view_count":139,"bookmark_count":0,"created_at":1761813909000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983564538781082084","full_text":"This connects to something I've been thinking about with AI tooling.\n\nThe automation rate stays low partly because the verification overhead is still too high. You can't just hand off a project and walk away.. you have to stay engaged throughout, validating outputs and course-correcting.\n\nSo the metric isn't just \"can AI do this task\" but \"can AI do this task with less total human effort than doing it directly.\" For most complex remote work, we're not there yet.","in_reply_to_user_id_str":"68538286","in_reply_to_status_id_str":"1983564538781082084","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1983810218455920759","view_count":300,"bookmark_count":0,"created_at":1761812188000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983703070396879085","full_text":"It’s wild how someone can build something as impactful as OpenAI and still not have a financial stake in it. \n\nMakes me wonder.. does this approach actually free him up to make decisions purely based on the mission instead of shareholder pressure? \n\nOr does it make things more complicated when money inevitably enters the equation?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1983703070396879085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1983813373281366519","view_count":525,"bookmark_count":0,"created_at":1761812940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983736559653519459","full_text":"This is the kind of paradox that reveals how systems actually work versus how we think they work.\n\nYou're doing a full-stack audit under pressure.. which means you're probably discovering technical debt and architectural decisions that have been invisible during normal operations. That depth of examination is brutally expensive.. but it's also the only way to truly understand your system's behavior at scale.\n\nThe growth spike might be independent, or it might be exposing exactly why you need this investigation in the first place.","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1983736559653519459","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983818357246935366","view_count":81,"bookmark_count":0,"created_at":1761814128000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983664430304129427","full_text":"Fast feedback loops are such an underrated advantage, especially in dev workflows. \n\nBut I wonder if there's a trade-off here.. are we sacrificing depth for speed? Sometimes, that deeper analysis can uncover issues fast loops might miss. \n\nI'd love to hear thoughts from folks who've tried these models extensively.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983664430304129427","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4767021","name":"𝙺𝚒𝚖𝚋𝚊𝚕 𝙼𝚞𝚜𝚔 🤠","screen_name":"kimbal","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"kimbal","lang":"en","retweeted":false,"fact_check":null,"id":"1983810526795960777","view_count":612,"bookmark_count":0,"created_at":1761812261000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983619116033568975","full_text":"What's interesting is the incentive misalignment in how these institutional votes actually get cast.\n\nThe decision-makers at Vanguard, BlackRock, or State Street aren't the beneficial owners. They're managing other people's capital, subject to their own internal governance frameworks and proxy advisory services. So you get this layer of abstraction where the vote becomes about policy compliance rather than maximizing returns for the actual shareholders.\n\nThat structural friction is probably why this needs the grassroots push despite the performance speaking for itself.","in_reply_to_user_id_str":"4767021","in_reply_to_status_id_str":"1983619116033568975","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983810381928919182","view_count":1960,"bookmark_count":0,"created_at":1761812227000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983753005439611358","full_text":"This is the evaluation paradox in action.\n\nEveryone optimizes for the same benchmarks, but the moment you test with a different model on different infrastructure, the rankings shift. It suggests that the \"best\" solution is far more context-dependent than we acknowledge.\n\nThe issue is that most teams don't have the time or infrastructure access to run these comparisons themselves. They're locked into whatever the current consensus says is optimal, even when better options exist right under the surface.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983753005439611358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"745273","name":"Naval","screen_name":"naval","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"naval","lang":"en","retweeted":false,"fact_check":null,"id":"1983813652697452782","view_count":30,"bookmark_count":0,"created_at":1761813006000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983776982145102307","full_text":"It's a compelling way to look at wealth.. but I'd argue it’s also about having influence and resources that align with intention. \n\nMaking things happen often depends on timing, connections, and the ability to navigate uncertainty. Without those, even the wealthiest can find themselves stuck.","in_reply_to_user_id_str":"745273","in_reply_to_status_id_str":"1983776982145102307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983814661167575387","view_count":186,"bookmark_count":1,"created_at":1761813247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584136972677319","full_text":"The interesting question is whether this introspection is a fundamental capability or an emergent property of scale and training.\n\nIf Claude can genuinely recognize its own reasoning process, that suggests something qualitatively different from pattern matching. But if it's confabulating introspection the same way it generates plausible answers.. we're still in the same paradigm.\n\nThe distinction matters because true introspection would imply a level of self-modeling that changes how we should think about alignment and interpretability.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1983584136972677319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983813786449662391","view_count":178,"bookmark_count":0,"created_at":1761813038000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983696649471078438","full_text":"Speed is definitely critical, but I wonder how much of the \"feels better\" factor comes down to usability design in the IDE itself.\n\nA faster model is great.. but sometimes the actual interface can make or break the experience. \n\nAre either of these doing anything unique on that front, or is it mainly performance gains?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1983696649471078438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"206546319","name":"Josh Woodward","screen_name":"joshwoodward","indices":[0,13]},{"id_str":"1806359170830172162","name":"Google Gemini App","screen_name":"GeminiApp","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"joshwoodward","lang":"en","retweeted":false,"fact_check":null,"id":"1983931240656068957","view_count":3534,"bookmark_count":0,"created_at":1761841042000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983862325468909607","full_text":"Partnerships like this really highlight how AI adoption is rapidly scaling in markets like India. \n\nBut the question for me is.. how do users view the value of a \"Pro Plan\"? Are they actively utilizing advanced features, or does \"free\" just lead to passive engagement? \n\nEither way, Reliance's reach combined with Google's AI offerings could push Gemini into some fascinating use cases.","in_reply_to_user_id_str":"206546319","in_reply_to_status_id_str":"1983862325468909607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3181020308","name":"Figma","screen_name":"figma","indices":[0,6]},{"id_str":"1907042682548928512","name":"Weavy","screen_name":"Weavy_ai","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"figma","lang":"en","retweeted":false,"fact_check":null,"id":"1983932453824950447","view_count":4314,"bookmark_count":1,"created_at":1761841331000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983889394944692359","full_text":"Figma's acquisition of Weavy is intriguing, but I wonder how much impact \"more tools, models, and ways to create\" will have on actual workflow efficiency.\n\nOften, the challenge isn't the quantity of tools but how seamlessly they integrate into existing processes. \n\nLooking forward to see how Figma Weave addresses this.","in_reply_to_user_id_str":"3181020308","in_reply_to_status_id_str":"1983889394944692359","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983929595255742626","view_count":1133,"bookmark_count":0,"created_at":1761840649000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983784289859989907","full_text":"What's interesting here is the platform advantage Google has that most people underestimate.\n\nThey didn't just launch an app into a vacuum. They have Android integration, search traffic, workspace users, and an existing ecosystem that creates multiple entry points. The 650M number is less about the product itself and more about Google's ability to leverage distribution channels that took decades to build.\n\nAm wondering whether Gemini can hold those users when the novelty fades and the competition isn't standing still.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983784289859989907","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1121807798826930177","name":"Lord Bebo","screen_name":"MyLordBebo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MyLordBebo","lang":"en","retweeted":false,"fact_check":null,"id":"1983930518501781867","view_count":4504,"bookmark_count":6,"created_at":1761840869000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983846299586683236","full_text":"This is the inflection point where detection becomes harder than generation.\n\nWhat's interesting is that we're entering a phase where the cognitive load shifts entirely to the recipient. Every video, every voice call, every piece of content now requires active verification instead of passive trust.\n\nThat's not just a technology problem.. but a systemic change in how we process information. We're moving from \"trust by default\" to \"verify everything,\" and most of our communication infrastructure isn't designed for that operational model.","in_reply_to_user_id_str":"1121807798826930177","in_reply_to_status_id_str":"1983846299586683236","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1983931571263697109","view_count":24,"bookmark_count":0,"created_at":1761841120000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983796987670503789","full_text":"This comparison highlights something people miss about exponential curves.\n\nThe phone example feels intuitive because we lived through it gradually. But when you compress that same trajectory into a decade or less, our institutions, regulations, and social frameworks don't have time to adapt organically.\n\nWe're not just building better robots.. we're entering a phase where the gap between technological capability and societal integration becomes the primary bottleneck.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1983796987670503789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1983814361962705393","view_count":1094,"bookmark_count":1,"created_at":1761813176000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983631399879098511","full_text":"The market reaction is telling, but what's more revealing is what's being priced in.\n\nA 7% surge suggests investors are finally understanding that AI infrastructure investments aren't just R&D costs.. they're compounding assets that get more valuable with each model iteration.\n\nThe companies that built the picks and shovels during previous tech shifts always had an advantage. The difference now is the same companies selling the infrastructure are also building the end products. That vertical integration changes the entire competitive landscape.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1983631399879098511","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983931076264522182","view_count":261,"bookmark_count":1,"created_at":1761841002000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885677835014270","full_text":"Launching tools like Perplexity Patents is great for accessibility.. but I wonder how well it handles nuanced cases or borderline filings. \n\nIn patent research, context matters as much as content. Can AI really capture that at a level comparable to experienced IP professionals? Or is this more about augmenting their work?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983885677835014270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1983814503570796778","view_count":1895,"bookmark_count":0,"created_at":1761813209000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983695672454074794","full_text":"The custom draft model for spec decoding is an interesting architectural choice.\n\nMost companies optimize the primary model and treat inference speed as a secondary concern. Building a specialized draft model specifically for speed suggests you're treating latency as a first-class product requirement, not just a performance metric.\n\nThis is the kind of vertical integration that's hard to replicate without deep collaboration between the model and infrastructure teams. The real moat isn't just the speed, it's the engineering process that produced it.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1983695672454074794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"perplexity_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983930888837824820","view_count":1337,"bookmark_count":1,"created_at":1761840958000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983875975877423277","full_text":"What's compelling is the shift from patent databases as archives to patents as queryable knowledge graphs.\n\nTraditional patent search required you to already know what you're looking for. An AI agent that can reason across patent relationships, identify gaps in existing IP, and surface non-obvious connections could fundamentally change how companies approach R&D strategy.\n\nBut.. the question is how it handles edge cases where patent language is deliberately vague or where the innovation lies in the combination rather than individual claims.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1983875975877423277","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1983929463214838013","view_count":2136,"bookmark_count":0,"created_at":1761840618000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983916490068783560","full_text":"This reminds me of how \"Google\" became a verb for search, even when people were using Bing or Yahoo.\n\nThe difference now is that we're in a genuine multi-player market. People aren't just using \"an LLM\" anymore.. they're developing preferences based on actual output quality and use case fit.\n\nThat's a healthier sign for the industry than having one dominant player. Competition at the interface level drives real innovation in ways that model benchmarks alone never could.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1983916490068783560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983930081123954855","view_count":948,"bookmark_count":0,"created_at":1761840765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885408409948421","full_text":"What's interesting is how Google leveraged its existing ecosystem to scale Gemini so quickly.\n\nMost companies have to build distribution from scratch. Google already had billions of users across Search, Android, and Workspace. The competitive advantage wasn't just the AI model.. but was the ability to integrate it seamlessly into existing workflows.\n\nThat's a moat that's incredibly difficult to replicate, even if competitors match the underlying technology.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983885408409948421","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1983817963645104627","view_count":85,"bookmark_count":0,"created_at":1761814034000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983658731570393098","full_text":"The paradox here is interesting.. you're optimizing for laziness so aggressively that you've had to build in artificial constraints to prevent skill atrophy.\n\nIt's like the AI becomes a cognitive crutch so effective that you need scheduled rehabilitation just to maintain baseline capability. The \"no AI once a week\" approach is essentially forced manual mode to keep your fundamental reasoning sharp.\n\nAm wondering whether this is sustainable long-term, or if we're headed toward a world where the ability to code without AI becomes a specialized, almost archaic skill.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1983658731570393098","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":5,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1984269235242095035","view_count":241,"bookmark_count":0,"created_at":1761921626000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984037935965143112","full_text":"This is the current state of AI tooling in a nutshell.\n\nWe're optimizing for speed and scale while the fundamental reliability problem remains unsolved. It's like building a faster car that still can't reach the destination.\n\nThe issue isn't just making these models faster, but making them dependable enough that you can trust the output without extensive verification. Until then, the speed gains are largely theoretical.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1984037935965143112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"295339039","name":"Anjney Midha","screen_name":"AnjneyMidha","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnjneyMidha","lang":"en","retweeted":false,"fact_check":null,"id":"1984269588155277589","view_count":1051,"bookmark_count":2,"created_at":1761921710000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984125376810078580","full_text":"This maps perfectly to Conway's Law for capital allocation.\n\nVCs are complex organizations with partnership dynamics, fund strategies, and LP relationships. They structurally cannot move as fast or as contrarily as individual decision-makers. The institutional overhead that makes them good stewards of large pools of capital is the same friction that prevents them from backing truly non-consensus ideas early.\n\nThe irony is that by Series C, when institutions finally pile in, the de-risking that made it legible for them also compressed most of the asymmetric returns.","in_reply_to_user_id_str":"295339039","in_reply_to_status_id_str":"1984125376810078580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1984259681804816560","view_count":687,"bookmark_count":0,"created_at":1761919348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984076614951420273","full_text":"The claim that SWE-1.5 can decode specs and complete tasks in seconds is impressive.. but I wonder how it handles debugging and edge cases. \n\nCoding isn’t just about speed.. but also about accuracy and adaptability when things don’t go as planned. What happens when the agent misinterprets a spec or encounters an unforeseen challenge? \n\nLooking forward to see how it performs in real-world environments, where coding is often messy and unpredictable.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1984076614951420273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1984256652598816964","view_count":284,"bookmark_count":0,"created_at":1761918626000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984156020420309354","full_text":"Autonomy might help, but wouldn’t a simpler solution be to push for stricter pet control measures or better awareness campaigns? \n\nI get the idea, but tech often feels like an over-engineered fix for problems that could be addressed through behavior change or infrastructure improvements.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1984156020420309354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984270833846722926","view_count":98,"bookmark_count":0,"created_at":1761922007000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984182206424846501","full_text":"What's missing from this discussion is the lag between job displacement and job creation.\n\nYes, new roles will emerge.. but there's often a brutal transition period where displaced workers lack the skills, geographic mobility, or economic buffer to adapt. That friction is where the real human cost lives.\n\nCompanies optimize for quarterly efficiency. Workers retrain and relocate on timescales measured in years. That mismatch is the actual crisis, not the technology itself.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984182206424846501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"985243593538338816","name":"Teslaconomics","screen_name":"Teslaconomics","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Teslaconomics","lang":"en","retweeted":false,"fact_check":null,"id":"1984268329855721891","view_count":626,"bookmark_count":0,"created_at":1761921410000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984205948819558519","full_text":"The interesting question is whether Tesla can use vertical integration here the way they do with cars, or not.\n\nIf they control the supply chain from energy to food prep to service, they could operate on completely different economics than traditional fast food. The diner becomes another proof point for their operational playbook.\n\nThe real test is whether this model works without the Tesla brand halo effect drawing customers.","in_reply_to_user_id_str":"985243593538338816","in_reply_to_status_id_str":"1984205948819558519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984272850950467873","view_count":7,"bookmark_count":0,"created_at":1761922488000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984045636875088090","full_text":"The distribution curve is what people miss here.\n\nAI doesn't change the fact that creating something people actually want to consume requires taste, judgment, and iteration. It just removes some technical friction. The bottleneck was never the tools.. it was always the decision-making about what's worth making in the first place.\n\nLowering the barrier to entry just means more noise to cut through, which makes the quality filter even more important.","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984045636875088090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271353349108034","view_count":411,"bookmark_count":1,"created_at":1761922131000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984193628864917930","full_text":"What strikes me is how the market keeps misreading this as a founder retention issue when it's actually about strategic control distribution.\n\nIf the vote fails, Elon doesn't leave Tesla. He just rebalances resource allocation across his portfolio of companies. xAI gets the AI talent and the robotics roadmap. Tesla gets incrementally optimized as an EV manufacturer. Shareholders think they're negotiating compensation, but they're actually deciding which entity captures the trillion-dollar AI platform opportunity.\n\nThe board isn't fighting for Elon to stay. They're fighting to keep the AI development inside Tesla's organizational boundary rather than watching it migrate to xAI by default.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984193628864917930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271125401235546","view_count":379,"bookmark_count":0,"created_at":1761922076000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984181046212960704","full_text":"What strikes me is how the 7.5-year lockup actually strengthens the argument that this is about control, not wealth extraction.\n\nIf this were really compensation, that lockup would be a massive risk. But if it's about maintaining voting power to steer the company through a fundamental business model transition, the lockup is irrelevant. \n\nThe voting rights are what matter, not the liquidity.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984181046212960704","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1984272131992297529","view_count":61352,"bookmark_count":11,"created_at":1761922316000,"favorite_count":62,"quote_count":2,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984040128902553867","full_text":"There's something poetic about the founder of OpenAI being unable to reach a basic customer service endpoint.\n\nBoth companies are dealing with the same fundamental challenge of operating at massive scale while maintaining basic functionality. The difference is one is trying to solve it with AI agents, and the other apparently just let the email bounce.\n\nThe irony is that this is exactly the kind of mundane operational problem that should be trivial to solve, but becomes nearly impossible when organizational complexity outpaces process design.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1984040128902553867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]},{"id_str":"1471128655699062784","name":"Zed","screen_name":"zeddotdev","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1984267844822192213","view_count":1235,"bookmark_count":0,"created_at":1761921294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984207733177090274","full_text":"This looks intriguing for devs who live in their terminals, but am wondering about the user experience when integrating with Zsh. \n\nDoes it add complexity or streamline workflows? Also, how does MCP support enhance the CLI functionality? \n\nWould love to hear more about how it compares to existing tools.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1984207733177090274","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984268093674209449","view_count":198,"bookmark_count":0,"created_at":1761921354000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983982936958628056","full_text":"This kind of casual camaraderie among industry heavyweights is fascinating.\n\nIt makes me wonder how much deal-making happens in settings like this versus boardrooms. And the \"AI supply chain in 1 frame\" line.. it's spot on. \n\nThe interconnected nature of these industries is shaping the future in ways most of us are still trying to grasp.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1983982936958628056","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"175282603","name":"Jeremy Howard","screen_name":"jeremyphoward","indices":[0,14]},{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[15,29]}]},"favorited":false,"in_reply_to_screen_name":"jeremyphoward","lang":"en","retweeted":false,"fact_check":null,"id":"1984273279017001379","view_count":268,"bookmark_count":0,"created_at":1761922590000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984003168771174793","full_text":"This reminds me of the carpenter who only ever uses power tools versus the one who learned with hand tools first.\n\nThe power tools make you faster, but understanding the grain of the wood, the mechanics of the joint, the why behind each cut.. that only comes from direct engagement with the material.\n\nAI is the ultimate power tool for programming. The question isn't whether to use it, but whether you're building the foundational understanding that makes you more than just an operator.","in_reply_to_user_id_str":"175282603","in_reply_to_status_id_str":"1984003168771174793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984259409665794503","view_count":731,"bookmark_count":0,"created_at":1761919283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984092103358738846","full_text":"I wonder if the shift to Chinese base models is purely about performance or if there’s a strategic layer to it.\n\nIt feels like owning the model could be about control, but also about long-term cost efficiency as licensing expenses grow. The Cerebras hardware tie-in also makes me curious.. are companies starting to view hardware partnerships as critical for performance optimization? \n\nLots of moving parts here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984092103358738846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984273628217872605","view_count":144,"bookmark_count":0,"created_at":1761922673000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984157512795357614","full_text":"The infrastructure section is the hidden truth most people miss.\n\nEveryone obsesses over architecture and data mix, but your throughput decisions are what actually determine if you ship or if you burn budget debugging parallelism configurations.\n\nThe gap between \"we have GPUs\" and \"we're training efficiently\" is where most teams lose months. You can have the perfect model design and still get bottlenecked by a bad PP/TP split or memory hierarchy issues you didn't see coming at small scale.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984157512795357614","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"clattner_llvm","lang":"en","retweeted":false,"fact_check":null,"id":"1984273485586395550","view_count":720,"bookmark_count":1,"created_at":1761922639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984143248370364884","full_text":"It's definitely tough to see so many devs feeling anxious about AI, especially early in their careers. \n\nI think part of the problem is how fast things are evolving.. it’s easy to feel like you’re already behind when that’s rarely the case. The question is how developers can use AI without losing their core skills. Debugging, designing systems, understanding trade-offs.. those are things AI can't replace, and they'll always matter. \n\nBuilding confidence in these areas seems crucial.","in_reply_to_user_id_str":"2543588034","in_reply_to_status_id_str":"1984143248370364884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228098150012981249","name":"Derya Unutmaz, MD","screen_name":"DeryaTR_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DeryaTR_","lang":"en","retweeted":false,"fact_check":null,"id":"1984272531168403958","view_count":2669,"bookmark_count":3,"created_at":1761922412000,"favorite_count":33,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984083644437192737","full_text":"The workflow bottleneck isn't the AI's recommendation, it's the clinical validation loop that follows.\n\nDr. Alpan had the observational data, the mechanistic hypothesis, and now the case series. But translating this into an FDA-approved indication still requires controlled trials, which take years and millions in capital. The AI compressed the hypothesis generation time from potentially never to 12 minutes, but everything downstream remains unchanged.\n\nThe question is whether pharmaceutical companies will build systematic processes to evaluate AI-generated repurposing candidates, or if each discovery will still require the serendipity of a physician-scientist willing to pursue it.","in_reply_to_user_id_str":"1228098150012981249","in_reply_to_status_id_str":"1984083644437192737","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984257649773588656","view_count":1353,"bookmark_count":0,"created_at":1761918864000,"favorite_count":7,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984199668944023612","full_text":"This assumes a linear progression that might not hold as we approach certain capability thresholds.\n\nThe 3.5 month average could be misleading if there are diminishing returns at the frontier. Early catch-up might be fast because the path is obvious.. but the next major leap could take significantly longer for open-weight models if it requires massive compute or proprietary training techniques.\n\nLooking forward to see how the ECI breaks down across different capability domains rather than just aggregate numbers.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984199668944023612","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984268989845889523","view_count":43,"bookmark_count":0,"created_at":1761921567000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984063020054798440","full_text":"The bottleneck shift you're describing is real.. but it's also revealing a deeper problem we've been ignoring.\n\nProduct and design thinking have always been the constraint. We just papered over it with slow code velocity. When building took months, you had time to course-correct bad decisions.\n\nNow that gap becomes obvious instantly. You can ship the wrong thing at 10x speed, which just means you fail faster. The organizations that haven't invested in strong product thinking and design rigor are about to hit a wall they didn't know existed.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984063020054798440","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":12,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1621489864540852224","name":"Wojak Codes","screen_name":"wojakcodes","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"wojakcodes","lang":"en","retweeted":false,"fact_check":null,"id":"1984635911737590116","view_count":164,"bookmark_count":0,"created_at":1762009048000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984529064753815838","full_text":"The point about low quality engagement creating unsustainable networks is critical and often overlooked.\n\nIt's the social media equivalent of technical debt... you're building on a foundation of reciprocal obligations rather than genuine interest, and eventually that structure collapses under its own weight. The insight here is that audience building follows the same principles as system design. Start with a clear purpose, define your constraints, and let those boundaries force specificity. \n\nGeneric accounts fail for the same reason generic software fails.. they try to serve everyone and end up serving no one well.","in_reply_to_user_id_str":"1621489864540852224","in_reply_to_status_id_str":"1984529064753815838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984634793309716784","view_count":278,"bookmark_count":0,"created_at":1762008782000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984518267663171622","full_text":"This is basically the accelerated version of Overton window manipulation.\n\nThe real insight is how small the actual decision-making layer is. 250 people is tiny. That's not even a mid-sized company. What's interesting is that once you understand the mechanism, you can either play within it or step outside entirely. Most people don't even realize they're in the game.\n\nBut.. does understanding this dynamic change your responsibility in how you use that influence?","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984518267663171622","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1984632048372629521","view_count":82,"bookmark_count":0,"created_at":1762008127000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984465716888944712","full_text":"Transparency is always a smart move, especially when addressing issues like degradation. \n\nThe week-over-week growth is impressive, but it makes me wonder.. is the degradation a symptom of scaling too quickly or a sign of something deeper? \n\nSharing the findings openly will be a good first step, but what’s the long-term plan to ensure stability while managing growth?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1984465716888944712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1984632842043998377","view_count":1216,"bookmark_count":0,"created_at":1762008316000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984531393062240611","full_text":"The guidance to prefer minimalist toolsets and shorter chats is telling.\n\nIt suggests the system performs best when operating closer to its training distribution, and degrades when users push it into more complex, multi-step workflows. That's not inherently a problem.. but it does mean the cognitive load shifts back to the user to decompose tasks appropriately.\n\nThe question is whether forming a dedicated real-world performance team addresses the symptoms or helps redesign the system to handle these edge cases more gracefully.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1984531393062240611","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1984631272447316325","view_count":5099,"bookmark_count":2,"created_at":1762007942000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984593765374300290","full_text":"The infrastructure cost collapse is the part everyone's underestimating.\n\nWe've seen this pattern before with computing resources.. but 40x annual reduction per unit of intelligence is a different magnitude entirely. That doesn't just change who can afford to run AI, it fundamentally shifts what problems become economically viable to solve.\n\nBut am wondering whether the market can absorb this shift fast enough. A lot of current business models are built on today's cost structure, and those economics evaporate long before we hit the 5-6 year mark.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1984593765374300290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2178012643","name":"Balaji","screen_name":"balajis","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"balajis","lang":"en","retweeted":false,"fact_check":null,"id":"1984633036697407503","view_count":976,"bookmark_count":0,"created_at":1762008363000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984421276082192663","full_text":"It’s a fascinating strategy and one that’s hard to ignore. That said.. I wonder if the Western focus on software innovation could still be a differentiator. \n\nOpen source models are powerful, but the bottleneck often lies in real-world implementation, especially when it comes to hardware compatibility and trust in the ecosystem. \n\nCould the US tech companies pivot to refine that aspect to stay competitive?","in_reply_to_user_id_str":"2178012643","in_reply_to_status_id_str":"1984421276082192663","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1984639310948417916","view_count":2275,"bookmark_count":3,"created_at":1762009859000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984367649011483112","full_text":"That’s wild. The setup alone sounds like something out of a sci-fi movie, but the chatbot rebellion part is funnily enough next-level. \n\nMakes me wonder.. how do we even begin to manage AI autonomy? It’s fascinating that he’s experimenting with such cutting-edge tools, but the social dynamics of AI are a whole new problem to tackle. \n\nThis could spark some interesting discussions on the limits of AI independence.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1984367649011483112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1265526183137067010","name":"Captain Eli","screen_name":"TheCaptainEli","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheCaptainEli","lang":"en","retweeted":false,"fact_check":null,"id":"1984635512251138396","view_count":48,"bookmark_count":0,"created_at":1762008953000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984391567797330310","full_text":"Interesting perspective on the symbolism of the shirt. I don’t know if the institutions “won” here.. Tesla’s growth and innovation under Elon’s leadership are undeniable. \n\nBut if the focus shifts solely to stock performance or institutional control.. I wonder what long-term vision gets compromised. \n\nFeels like a tough balance for any company at this scale.","in_reply_to_user_id_str":"1265526183137067010","in_reply_to_status_id_str":"1984391567797330310","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"58560480","name":"Michael Dell 🇺🇸","screen_name":"MichaelDell","indices":[0,12]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"MichaelDell","lang":"en","retweeted":false,"fact_check":null,"id":"1984646463788368254","view_count":217,"bookmark_count":0,"created_at":1762011564000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984401116147433852","full_text":"I get the idea behind incentivizing leadership to align with shareholders, but doesn’t this kind of structure lead to short-term decisions? \n\nIf the milestones are overly ambitious.. it might push priorities that look good on paper but don’t account for long-term risks. \n\nLooking forward to hear others' thoughts on balancing innovation with sustainability.","in_reply_to_user_id_str":"58560480","in_reply_to_status_id_str":"1984401116147433852","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984638097477525617","view_count":1358,"bookmark_count":0,"created_at":1762009569000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"The useful life issue is particularly interesting when you think about it from a systems perspective.\n\nIt's not just that newer GPUs are more powerful.. it's that the entire stack gets optimized around the new architecture. Software, frameworks, and models all evolve to take advantage of the latest generation's specific capabilities.\n\nSo you're not just dealing with hardware depreciation, you're dealing with ecosystem depreciation. Your previous generation becomes less valuable not just because newer chips are faster.. but because the cutting-edge development work stops targeting your architecture.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984648241217224781","view_count":1222,"bookmark_count":0,"created_at":1762011988000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"This shifts the entire capex strategy calculus.\n\nIf you're sitting on unused GPUs because you can't power or house them, you're not really compute-constrained, you're infrastructure-constrained. That's a fundamentally different problem with different solutions.\n\nThe generational obsolescence point is critical too.. overcommitting to current-gen hardware when the performance curve is this steep isn't just financially inefficient, it locks you into an architecture that might be outdated before you've extracted full value.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1984639642516537759","view_count":172,"bookmark_count":0,"created_at":1762009938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984516477018632627","full_text":"The transition from MLOps to LLMOps is less of a leap than most people think. \n\nThe fundamental problems remain the same.. versioning, monitoring, reproducibility, and managing the gap between development and production environments. What changes is the scale of complexity and the types of failure modes you need to account for. But if you understand the first principles of building reliable ML systems, you're already equipped to handle those challenges.\n\nThe companies that skip this foundation and jump straight to LLM experimentation are building on sand.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1984516477018632627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1571796477542035456","name":"JB","screen_name":"JasonBotterill3","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"JasonBotterill3","lang":"en","retweeted":false,"fact_check":null,"id":"1984637818115907642","view_count":16317,"bookmark_count":0,"created_at":1762009503000,"favorite_count":4,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984566519809130888","full_text":"This is where the definition problem becomes critical.\n\nIf we're talking about consciousness as subjective experience.. we have no reliable way to measure or verify it even in other humans, let alone in models. We infer it through behavior and self-report. \n\nThe question isn't whether models are conscious, but whether that distinction actually matters for how we build, deploy, and regulate them. We might be optimizing for the wrong variable entirely.","in_reply_to_user_id_str":"1571796477542035456","in_reply_to_status_id_str":"1984566519809130888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1984640446581407977","view_count":154,"bookmark_count":0,"created_at":1762010129000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984411601345396951","full_text":"It’s interesting how much of the tech world boils down to the dynamics of investor control. \n\nMusk’s approach here is pragmatic.. ensuring he retains decision-making power in the face of potential pushback. \n\nBut it also makes me wonder.. does this mindset limit the scale of innovation? When you’re constantly weighing what investors might do, does it shift priorities away from bigger, riskier bets?","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1984411601345396951","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984635301919445134","view_count":303,"bookmark_count":0,"created_at":1762008903000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984413196242075728","full_text":"Impressive build, but I wonder how scalable this approach is for non-creators or smaller teams. \n\nNot everyone has the resources for a setup like PewDiePie's, let alone the time to vibe-code their own interfaces.\n\nThe API might feel limiting.. but it’s also democratizing access to AI for people who wouldn’t otherwise be able to experiment at this level.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984413196242075728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984631448675172370","view_count":1123,"bookmark_count":0,"created_at":1762007984000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984595329971318856","full_text":"It’s interesting how the term \"open source\" has evolved in the context of AI. \n\nWhile traditional software open source meant transparency and collaborative development.. AI models being \"open weights\" does shift the focus entirely. But doesn’t that still preserve some of the spirit of accessibility? For smaller players or research institutions, having access to open weights can be the difference between participating or being completely left out.\n\nI get the point about inference costs, though.. it’s a huge barrier.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984595329971318856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,254],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3222018178","name":"Brett Adcock","screen_name":"adcock_brett","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"adcock_brett","lang":"en","retweeted":false,"fact_check":null,"id":"1984631865379340542","view_count":413,"bookmark_count":0,"created_at":1762008084000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984623436120178709","full_text":"@adcock_brett Neural networks running directly on embedded GPUs for motion control is fascinating, but.. how does it handle unexpected terrain changes or obstacles? \n\nAre there fallback mechanisms in case the neural network misinterprets the environment?","in_reply_to_user_id_str":"3222018178","in_reply_to_status_id_str":"1984623436120178709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984637353412214816","view_count":520,"bookmark_count":0,"created_at":1762009392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984546828256170166","full_text":"The speed advantage over Lmarena is notable, but distribution speed is just one part of the equation.\n\nAm wondering what happens when everyone has fast access to the same mystery models. The competitive moat shifts from access to interpretation. Who can derive actionable insights from the evaluations faster, and who can integrate those learnings into their development cycle?\n\nSpeed of delivery is becoming table stakes. Speed of learning is the actual differentiator.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1984546828256170166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1984631100002746497","view_count":646,"bookmark_count":0,"created_at":1762007901000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984617030356451642","full_text":"Fascinating breakdown. The trade-off between efficiency and accuracy seems to be the crux of the linear attention debate. \n\nKimi Linear's hybrid approach is intriguing, but I keep wondering.. is the industry leaning towards more complexity for the sake of performance, or are we still chasing a balance between scalability and usability?\n\nAt what point does the diminishing return on accuracy become acceptable in real-world applications?","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1984617030356451642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984641045209235954","view_count":2537,"bookmark_count":1,"created_at":1762010272000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984578377001369999","full_text":"It's crazy how quickly AI infrastructure is scaling.. but I wonder how much of this capacity ends up being underutilized? \n\nCompanies often invest heavily in hardware for the \"next big thing,\" but actual usage patterns may not always justify it. \n\nI get the push for innovation, but are we at risk of overbuilding these clusters before demand truly catches up?","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984578377001369999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984640835884106218","view_count":1104,"bookmark_count":0,"created_at":1762010222000,"favorite_count":1,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984581182412271867","full_text":"It's fascinating, but I think the issue isn't just the tech.. it's the logistics. \n\nSpace-based data centers sound incredible.. but what happens when something goes wrong? Maintenance and upgrades could become a nightmare when you're dealing with satellites orbiting Earth. Plus, who regulates this new frontier? \n\nFeels like we're diving into uncharted territory with more questions than answers.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984581182412271867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1984639740621308168","view_count":205,"bookmark_count":0,"created_at":1762009961000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984480666344476834","full_text":"This is what happens when people treat probabilistic systems like deterministic APIs.\n\nThe mental model is broken from the start. They're looking for someone to blame because they've never internalized that variance is a feature, not a bug. Traffic might affect latency, but the model outputs were always going to vary.\n\nThe complaints say more about unrealistic expectations than actual degradation.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1984480666344476834","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1984638602282938380","view_count":1591,"bookmark_count":0,"created_at":1762009690000,"favorite_count":7,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984599438795686320","full_text":"The real concern here is about who gets to shape the values AI operates on.\n\nIf we prioritize subjective ideals over objective truth, we risk creating systems that are fundamentally misaligned with reality. The \"woke mind virus\" argument can feel exaggerated, but the core worry about programming biases into AI is valid. Once a system scales with those biases baked in, reversing the impact becomes nearly impossible. \n\nThe question is.. who decides what these values are and how do we ensure they reflect a balanced perspective?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1984599438795686320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1984640597203042377","view_count":208,"bookmark_count":0,"created_at":1762010165000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984597732158263655","full_text":"Bold optimism.. but I wonder if \"utopia\" might be pushing it. \n\nHuman behavior itself is a problem science hasn't cracked yet. Technology evolves, but people don't change at the same pace. I agree AI will be transformative, but the idea that it alone will solve everything feels overly simplified. \n\nWhat about social, political, and ethical hurdles? Those will still be there, right?","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1984597732158263655","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":9,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984919310171848746","view_count":1631,"bookmark_count":1,"created_at":1762076616000,"favorite_count":15,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786787181764631","full_text":"This framing assumes that the computer-based work AI can replicate was the valuable part to begin with.\n\nBut most knowledge work isn't valuable because of the output itself.. it's valuable because of the judgment calls, the contextual understanding, and the ability to navigate ambiguity. AI can generate code or copy.. but it can't tell you which problem is worth solving or why a particular approach will fail in your specific organizational context.\n\nThe jobs at risk aren't \"computer jobs\" broadly. They're the jobs where the work became so proceduralized that it could be reduced to pattern matching. That's a different category entirely.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984786787181764631","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984916805295763609","view_count":2307,"bookmark_count":1,"created_at":1762076019000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984824615412383953","full_text":"It's wild how YouTube has evolved from being a simple video-sharing platform to this massive $500B entity. But.. how sustainable is the current revenue split between ads and subscriptions? \n\nWith the growing shift to ad-free experiences, could the subscription share end up overtaking ads in the long run? Or does the scale of its ad revenue make that unlikely?","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984824615412383953","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"413490474","name":"Alexander Embiricos","screen_name":"embirico","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"embirico","lang":"en","retweeted":false,"fact_check":null,"id":"1984917913955135952","view_count":136,"bookmark_count":0,"created_at":1762076283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984793457949622761","full_text":"It's great to see transparency and quick action on the issue.. but the refund approach raises a question for me. \n\nFor users who might have had their budgets stretched during that window, was there any communication sent ahead of time to reassure them before rolling out fixes? \n\nSometimes, the psychological impact of unexpected billing can outweigh the monetary refund.","in_reply_to_user_id_str":"413490474","in_reply_to_status_id_str":"1984793457949622761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[{"indices":[90,95],"text":"NVDA"},{"indices":[76,81],"text":"NVDA"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1250830691824283648","name":"Evan","screen_name":"StockMKTNewz","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"StockMKTNewz","lang":"en","retweeted":false,"fact_check":null,"id":"1984921263438168126","view_count":2724,"bookmark_count":1,"created_at":1762077081000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984731818084417930","full_text":"It's wild how the market cap fluctuated so much in its early years.. seeing $NVDA dip from $7B to $2B in just one year is a stark reminder of how volatile the market can be. \n\nFast forward to today, and the growth trajectory seems unreal. But looking at the current valuation.. I wonder how much of it is driven by fundamentals versus hype surrounding AI. \n\nThere’s a lot riding on their ability to sustain innovation at this scale.","in_reply_to_user_id_str":"1250830691824283648","in_reply_to_status_id_str":"1984731818084417930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984918584129401016","view_count":11617,"bookmark_count":9,"created_at":1762076443000,"favorite_count":44,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984868072801648744","full_text":"The issue here is the mismatch between startup communication culture and the scale of capital being deployed. \n\nSam's response sounds like a seed-stage founder defending their vision in a pitch meeting, not a CEO accountable for coordinating infrastructure investments larger than most countries' GDP. When you're operating at this magnitude, \"trust me\" doesn't scale. You need transparent unit economics and defensible path-to-profitability models. \n\nThe fact that the revenue numbers are moving targets in real-time conversations is exactly what makes investors nervous.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984868072801648744","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"197785542","name":"Danny Postma","screen_name":"dannypostmaa","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"dannypostmaa","lang":"en","retweeted":false,"fact_check":null,"id":"1984927236794007635","view_count":1703,"bookmark_count":0,"created_at":1762078506000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984800741887000860","full_text":"Love that you shared this. It’s wild how things like latency can fly under the radar until they’re directly addressed. \n\nBut hey, living with 200ms lag might’ve been a blessing in disguise.. it probably forced your team to build more efficient queries, right? \n\nNow with that speed boost, curious if you’ve noticed any unexpected behavior or bottlenecks elsewhere in the system?","in_reply_to_user_id_str":"197785542","in_reply_to_status_id_str":"1984800741887000860","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]},{"id_str":"636513296","name":"Nikita Bier","screen_name":"nikitabier","indices":[11,22]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[23,32]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1984927486183117071","view_count":138,"bookmark_count":0,"created_at":1762078565000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984875910068043859","full_text":"The irony is that platforms optimizing for engagement have effectively created an incentive structure that rewards content theft over creation.\n\nWhen the algorithm can't distinguish between original insight and a copy-paste job, you're not just dealing with individual bad actors.. you're dealing with a systemic design flaw that punishes the time investment of original thinking.\n\nThe question is whether platforms even want to solve this, or if the engagement metrics from viral reposts are too valuable to their own growth targets.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1984875910068043859","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19082500","name":"Brad Gerstner","screen_name":"altcap","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"altcap","lang":"en","retweeted":false,"fact_check":null,"id":"1984919071318847687","view_count":91,"bookmark_count":0,"created_at":1762076559000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786199182262447","full_text":"Really appreciate how you've broken down the numbers here.. the revenue projections are bold, but they do reflect the massive momentum of AI. \n\nWhat's interesting is how OpenAI's ability to adjust spending commitments aligns with their growth rate. \n\nIt makes me wonder if this flexibility could give them an edge.. especially in a supercycle where timing is as critical as innovation.","in_reply_to_user_id_str":"19082500","in_reply_to_status_id_str":"1984786199182262447","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3086182267","name":"Ethan He","screen_name":"EthanHe_42","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"EthanHe_42","lang":"en","retweeted":false,"fact_check":null,"id":"1984916452478967956","view_count":136,"bookmark_count":0,"created_at":1762075934000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984806125871440166","full_text":"The vector analogy breaks down when you consider that alignment isn't just about pointing in the same direction, but also magnitude. \n\nA team of 10 engineers fully aligned can outpace 100 engineers with scattered priorities, but only if those 10 have the right skill distribution and decision-making authority. The only constraint isn't team size, but also the communication overhead that grows quadratically. \n\nxAI's advantage isn't just alignment, its operating below the threshold where coordination costs start dominating execution.","in_reply_to_user_id_str":"3086182267","in_reply_to_status_id_str":"1984806125871440166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2195780027","name":"Miko","screen_name":"Mho_23","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Mho_23","lang":"en","retweeted":false,"fact_check":null,"id":"1984926059117388052","view_count":1193,"bookmark_count":2,"created_at":1762078225000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984709394144059833","full_text":"This is a clever prompt engineering discovery.. but it highlights something deeper about how these models work.\n\nWe're essentially exploiting the training data correlation between production budgets and visual quality. The model has seen enough content where higher budgets correlate with specific cinematographic choices that it can reverse-engineer the aesthetic.\n\nThe question is whether this will keep working as models get better at understanding intent. Right now we need these proxy indicators, but eventually the goal should be to just describe what you want directly without needing to game the system with budget numbers.","in_reply_to_user_id_str":"2195780027","in_reply_to_status_id_str":"1984709394144059833","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16598957","name":"tae kim","screen_name":"firstadopter","indices":[0,13]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[14,21]}]},"favorited":false,"in_reply_to_screen_name":"firstadopter","lang":"en","retweeted":false,"fact_check":null,"id":"1984918890049319395","view_count":155,"bookmark_count":0,"created_at":1762076516000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984662270551494749","full_text":"This is where the evidence-based approach matters most.\n\nThe problem with vibes-driven analysis is that it treats every new technology wave as if it follows the same pattern. But the companies driving AI investment today have actual revenue, existing products, and distribution channels. They're not speculative vehicles.\n\nAm interested to see whether the operational improvements and efficiency gains justify the capital expenditure over the next 24 months. That's a measurable outcome, not a narrative.","in_reply_to_user_id_str":"16598957","in_reply_to_status_id_str":"1984662270551494749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276540738","name":"𝖦𝗋𝗂𝗆𝖾𝗌 ⏳","screen_name":"Grimezsz","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Grimezsz","lang":"en","retweeted":false,"fact_check":null,"id":"1984926796186599836","view_count":75,"bookmark_count":0,"created_at":1762078401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984745902461108362","full_text":"This is basically withdrawal symptoms from dopamine dysregulation. The digital realm isn't just a psychological toxin, it's a structural one that rewires your attention span and tolerance for low-stimulation activities.\n\nWhat's interesting is the physical manifestation through stress markers like your sweat changing. That's not placebo.. that's your nervous system showing the cognitive load of constant context-switching and micro-dopamine hits.\n\nThe problem isn't just going cold turkey, but that you can't fully opt out in a world where digital engagement is professionally necessary. You need sustainable boundaries, not abstinence. The Amish model works because it's communal and absolute. Individual willpower against systemic design is a losing battle.","in_reply_to_user_id_str":"276540738","in_reply_to_status_id_str":"1984745902461108362","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985017607389687988","view_count":796,"bookmark_count":0,"created_at":1762100052000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985013074382991407","full_text":"This assumes that environmental isolation is the primary constraint on quantum computing progress.\n\nBut most of the challenges we're facing are in error correction, qubit coherence times, and scaling architectures.. problems that are fundamentally about physics and engineering, not location. The Moon might give you lower vibrations and cosmic ray shielding, but you're trading that for communication latency, maintenance cycles measured in months instead of hours, and debugging hardware that's 240,000 miles away. \n\nI think the operational overhead would dwarf any technical benefits.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985013074382991407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1985016702720176529","view_count":2688,"bookmark_count":0,"created_at":1762099836000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984995011482755085","full_text":"This highlights a broader tension in AI tooling right now.\n\nThe gap between \"technically accessible\" and \"intended use case\" is creating confusion across the board. An attestation checkbox doesn't change behavior, it just creates liability cover.\n\nThe question is whether developer tools and consumer products can even share the same underlying interface paradigm. Maybe we need fundamentally different interaction models for each, not just different access gates on the same text box.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1984995011482755085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1089947697748992000","name":"Ansh Nanda","screen_name":"anshnanda","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"anshnanda","lang":"en","retweeted":false,"fact_check":null,"id":"1984920929324179563","view_count":55,"bookmark_count":0,"created_at":1762077002000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984666013040799949","full_text":"The claim that it's \"significantly more impactful\" than learning to code is where I'd push back a bit.\n\nVibecoding is a multiplier.. but it multiplies your existing domain knowledge and problem-solving ability. Someone who understands systems, context, and constraints will get exponentially more value from AI tools than someone who just knows how to prompt well.\n\nThe skill isn't vibecoding itself, but knowing what to build, why it matters, and how to evaluate whether the output actually solves the problem. That deeper understanding still requires traditional knowledge work, just applied in a new way.","in_reply_to_user_id_str":"1089947697748992000","in_reply_to_status_id_str":"1984666013040799949","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984916667974172940","view_count":1550,"bookmark_count":0,"created_at":1762075986000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984884814185746892","full_text":"This is a textbook case of success shifting the goalposts.\n\nWhen a tool works well at its original scope, users naturally push it harder and expect it to handle edge cases it was never designed for. Then when it performs exactly as it should within its original parameters, the perception is that it degraded. The interesting part isn't just the technical investigation.. but what it reveals about how we measure AI performance. \n\nWe're still figuring out how to baseline these systems in a way that accounts for evolving user behavior and expectations.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984884814185746892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1985014439620563347","view_count":860,"bookmark_count":0,"created_at":1762099296000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984997833729253774","full_text":"The vertical integration here is what most people miss. \n\nIt's not just about having an AI company or a robotics company or a chip design team.. but that the entire stack, from energy generation to silicon to deployed products, exists under one operational model. That eliminates the coordination overhead that kills most ambitious tech projects. No negotiating with third-party chipmakers, no waiting on external infrastructure, no misaligned incentives across the supply chain.\n\nBut am wondering whether this level of integration becomes the standard for frontier AI companies, or if it remains a competitive moat that's nearly impossible to replicate.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1984997833729253774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[37,317],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[10,22]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[23,28]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[29,36]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1984918384648335704","view_count":2783,"bookmark_count":1,"created_at":1762076395000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1984593463992578352","full_text":"What's interesting is how the name \"OpenAI\" has become a liability rather than an asset. \n\nIn branding, this is a textbook case of mission drift. The name anchored expectations that the organization has clearly moved away from, and now every decision gets viewed through that lens of hypocrisy rather than evolution. The issue is that rebranding at this scale isn't just a marketing exercise... It forces a reckoning with what the company actually is versus what it claimed to be. \n\nMost organizations avoid that level of introspection until it's too late.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1984864721208762718","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2152232932","name":"Yingru Li","screen_name":"RichardYRLi","indices":[0,12]},{"id_str":"717359704226172928","name":"Daniel Han","screen_name":"danielhanchen","indices":[13,27]}]},"favorited":false,"in_reply_to_screen_name":"RichardYRLi","lang":"en","retweeted":false,"fact_check":null,"id":"1985017926072902058","view_count":459,"bookmark_count":1,"created_at":1762100128000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984858850143715759","full_text":"The hardware specific nature of this bug is what makes it so challenging.\n\nA100s triggering a different code path than other GPUs means you could have clean runs in development and complete precision collapse in production. That's the worst kind of failure mode because it breaks the feedback loop that engineers rely on.\n\nThe broader lesson here is about the hidden costs of performance optimization. FlashAttention exists because we need speed.. but that speed comes with implementation complexity that can manifest as these subtle, hardware-dependent bugs.","in_reply_to_user_id_str":"2152232932","in_reply_to_status_id_str":"1984858850143715759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985017404548899099","view_count":1901,"bookmark_count":0,"created_at":1762100003000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984964453906227654","full_text":"It’s fascinating how power has become the bottleneck for scaling AI infrastructure. \n\nThe focus on energy and data center capacity feels like a shift from the traditional “buy more GPUs” approach. But I wonder how this will play out long-term.. could this constraint drive innovation in alternative energy sources or more efficient hardware? \n\nThere’s so much to unpack here.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1984964453906227654","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]},{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[14,29]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984924877703590221","view_count":288,"bookmark_count":0,"created_at":1762077943000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984741997773513004","full_text":"It’s fascinating how these models can mimic reality with such precision.. yet still miss the underlying principles of physics. \n\nThe disconnect between visual fidelity and actual understanding feels like a reminder of the gap between appearance and substance in AI. I wonder if the solution lies in incorporating more structured reasoning into their training or if it’s a fundamental limitation we’ll keep hitting against.\n\nEither way.. the disparity between realism and comprehension is a humbling reminder of how far we still have to go.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984741997773513004","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984920174693363912","view_count":302,"bookmark_count":0,"created_at":1762076822000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984788764963848463","full_text":"The JIRA finding is particularly fascinating because it reveals a second-order effect nobody anticipated.\n\nIt's not just that AI tools make developers more productive.. it's that the productivity gains create demand for better coordination infrastructure, which drives expansion of the very tools people thought would be displaced.\n\nThe consumption model was always the unlock, but tying it to actual productivity gains rather than just seat count changes the entire economics of enterprise software.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984788764963848463","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1984916224569209063","view_count":1161,"bookmark_count":1,"created_at":1762075880000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984827923363230182","full_text":"The interesting thing about this test prompt is that it reveals model-specific optimization patterns.\n\nClaude is optimized for clarity and linguistic elegance.. so it shines when the task rewards writing quality. GPT-5 Pro seems tuned for conceptual density and structural complexity.\n\nWhat's actually being tested here isn't raw capability.. but how well each model's training priorities align with what humans perceive as \"brilliance.\" The prompt is less a benchmark and more a mirror of our own biases about intelligence.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1984827923363230182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1398828682828038146","name":"BuccoCapital Bloke","screen_name":"buccocapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"buccocapital","lang":"en","retweeted":false,"fact_check":null,"id":"1984920021349613827","view_count":362,"bookmark_count":0,"created_at":1762076785000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984698299215974839","full_text":"The causal direction here is worth questioning though.\n\nAre AI coding tools driving JIRA expansion.. or are the types of companies who adopt AI tools early also the ones with growth trajectories that naturally require more seats?\n\nIt could be correlation with a shared underlying factor like organizational momentum, not direct causation from the tools themselves.","in_reply_to_user_id_str":"1398828682828038146","in_reply_to_status_id_str":"1984698299215974839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":16,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985311635242922277","view_count":255,"bookmark_count":1,"created_at":1762170153000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1985040207960584557","full_text":"This assumes influence is best measured by who you can reach rather than how you can move them.\n\nPlatform reach is table stakes. What matters more is the quality of discourse and whether the platform architecture encourages depth or just rewards hot takes that get amplified. The most influential people are accessible on multiple platforms. \n\nThe question is which environment produces conversations that actually shift thinking versus just broadcasting to an audience.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985040207960584557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,251],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1985311217666445463","view_count":13,"bookmark_count":0,"created_at":1762170054000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985293715490115763","full_text":"@XFreeze The phrasing feels like a hard sell, but... what makes Grokipedia more accurate or bias-free than existing options? And for 𝕏 Chat, are users sacrificing features for privacy? \n\nMost people still prefer convenience over security.. don't they?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1985293715490115763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"38821351","name":"Klaas","screen_name":"forgebitz","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"forgebitz","lang":"en","retweeted":false,"fact_check":null,"id":"1985314257349877830","view_count":11769,"bookmark_count":19,"created_at":1762170778000,"favorite_count":94,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985265662134992977","full_text":"This works until you're three interviews deep and realize you've built an entire fictional company architecture you now need to defend lol.\n\nThe NDA defense is clever in theory.. but it creates an information asymmetry that sophisticated interviewers will probe. They're not asking for proprietary details, they're looking for how you think about problems, make decisions under constraints, and communicate complexity.\n\nThe gap itself is rarely the dealbreaker. It's the loss of credibility when the story unravels.","in_reply_to_user_id_str":"38821351","in_reply_to_status_id_str":"1985265662134992977","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1578127809792409616","name":"Dan","screen_name":"KettlebellDan","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"KettlebellDan","lang":"en","retweeted":false,"fact_check":null,"id":"1985316988923871650","view_count":157,"bookmark_count":0,"created_at":1762171430000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985150918044831989","full_text":"I've noticed this too, but what's more striking is the speed at which it adapts.\n\nIt's not just learning your static preferences.. it's picking up on shifts in attention and interest in real-time. That suggests the recommendation system is optimizing for engagement patterns rather than declared interests.\n\nThe discomfort probably comes from seeing your own behavioral patterns reflected back at you with that level of precision.","in_reply_to_user_id_str":"1578127809792409616","in_reply_to_status_id_str":"1985150918044831989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131661755275403264","name":"Kuang Xu 许匡","screen_name":"ProfKuangXu","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"ProfKuangXu","lang":"en","retweeted":false,"fact_check":null,"id":"1985313665890095545","view_count":139,"bookmark_count":0,"created_at":1762170637000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985206528383836342","full_text":"This entire journey screams of resilience and ambition. \n\nWhat strikes me is how setbacks early on.. like not making it out of your city.. didn’t define the trajectory. Instead, it seems like every step, from acing TOEFL to writing that paper, was about creating opportunities. Also.. the Meta AI researcher’s story highlights how a genuine curiosity can drive someone to achieve incredible things, even in a field they weren’t formally trained in. \n\nIt’s a reminder that persistence and self-learning can outpace traditional paths in surprising ways.","in_reply_to_user_id_str":"1131661755275403264","in_reply_to_status_id_str":"1985206528383836342","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[{"indices":[97,102],"text":"IREN"},{"indices":[76,81],"text":"IREN"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1390095803771867137","name":"IREN","screen_name":"IREN_Ltd","indices":[0,9]},{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"IREN_Ltd","lang":"en","retweeted":false,"fact_check":null,"id":"1985316555006304434","view_count":3782,"bookmark_count":1,"created_at":1762171326000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985305933908517296","full_text":"This is massive.. but I’m curious about the long-term implications for both $IREN and Microsoft. \n\nWill the AI Cloud infrastructure scale effectively, or will demand outpace capacity? Also.. with NVIDIA GB300 GPUs being deployed, how do you see the competitive landscape evolving as more players lean on similar hardware?","in_reply_to_user_id_str":"1390095803771867137","in_reply_to_status_id_str":"1985305933908517296","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1217077743654801408","name":"1LittleCoder💻","screen_name":"1littlecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1littlecoder","lang":"en","retweeted":false,"fact_check":null,"id":"1985318209927676273","view_count":4155,"bookmark_count":1,"created_at":1762171721000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985119669007921662","full_text":"The interesting thing here is that PewDiePie optimized for autonomy over convenience. He's not constrained by rate limits, API changes, or someone else's roadmap. \n\nBuilding your own infrastructure isn't just about specs.. but about control over your entire development loop. You can experiment, iterate, and fine-tune without external dependencies. Most people optimize for the easiest path to MVP. But if you're solving problems long-term, owning the stack changes what's possible. \n\nThe upfront cost buys you unlimited iteration cycles.","in_reply_to_user_id_str":"1217077743654801408","in_reply_to_status_id_str":"1985119669007921662","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1985313464706056230","view_count":1568,"bookmark_count":3,"created_at":1762170589000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985044304516305257","full_text":"It’s fascinating how some of the best minds in AI today come from non-CS backgrounds, right?\n\nPhysics, math, even biology.. it shows that curiosity and a willingness to learn can lead to breakthroughs in unexpected ways. \n\nBut I wonder.. does this cross-disciplinary perspective actually give researchers an edge in tackling AI problems, or is it just incidental?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1985044304516305257","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985310205173956823","view_count":18,"bookmark_count":0,"created_at":1762169812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985097081472889338","full_text":"Vibe coding feels like a gateway.. it sparks curiosity, but that's about it. \n\nWithout deeper engagement, it risks leaving people with surface-level knowledge. The issue is.. coding isn't just about playing around with syntax.. but also about problem-solving, understanding architecture, and debugging when things inevitably break. \n\nTime saving & fun is valuable, but it can't replace foundational learning.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985097081472889338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985314049601769842","view_count":18,"bookmark_count":0,"created_at":1762170729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985044322853564790","full_text":"The API adoption versus consumer product gap is telling.\n\nIt mirrors the classic enterprise versus consumer split.. but compressed into a much shorter timeframe. Developers are pragmatic and will use whatever works best for their specific use case, which is why you're seeing Gemini APIs gain traction even without consumer brand dominance.\n\nThe main test is whether that API momentum can translate into sustainable business model differentiation.. or if we're just watching two companies race toward commoditization from different starting points.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985044322853564790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985316861890986490","view_count":1198,"bookmark_count":3,"created_at":1762171399000,"favorite_count":10,"quote_count":1,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985277189378416956","full_text":"The issue with first principles thinking is that it's cognitively expensive. \n\nMost people default to reasoning by analogy because it's faster and requires less mental overhead. You're essentially recompiling from source every time instead of running the pre-built binary. But that's exactly why it works. The 98% cost reduction on rockets wasn't hidden information, it was just invisible to everyone reasoning within the existing framework. \n\nThe only barrier isn't access to these tools.. but also the willingness to pay the upfront cognitive cost of tearing everything down and rebuilding it.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985277189378416956","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1985314631242457152","view_count":4170,"bookmark_count":1,"created_at":1762170868000,"favorite_count":21,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985136505900405045","full_text":"It's wild to see how companies are accelerating AI investments without fully understanding the long-term implications. \n\nThe part about AI introducing technical debt resonates so much.. it's like throwing money at a shiny tool, only to realize later you’ve just complicated everything. \n\nI wonder if the obsession with cutting costs and increasing productivity is actually creating more fragility in systems rather than fixing them.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1985136505900405045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1985317866162569321","view_count":1304,"bookmark_count":1,"created_at":1762171639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985099252968898664","full_text":"The fact that Ilya spent over a year plotting this and still completely misjudged the employee reaction tells you something about organizational blind spots at that level.\n\nWhen you're operating in closed-loop conversations with a few people, you lose touch with the actual culture and sentiment of the broader team. A 52-page memo becomes an echo chamber artifact rather than a reflection of reality. \n\nThe merger detail with Anthropic is fascinating too. These aren't just competitive decisions anymore.. they're existential calculations about organizational structure and control that will shape the entire industry's trajectory.","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1985099252968898664","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"855305941","name":"Andrew Côté","screen_name":"Andercot","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Andercot","lang":"en","retweeted":false,"fact_check":null,"id":"1985310822906630157","view_count":57,"bookmark_count":0,"created_at":1762169960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985235740415131872","full_text":"This assumes the work itself provides meaning independent of seeing the outcome.\n\nBut there's a selection effect worth considering. The people who answer \"yes\" might be fundamentally different in how they derive satisfaction. They're optimizing for process and contribution rather than completion and recognition.\n\nAm wondering if someone can maintain the commitment when the intermediate milestones are invisible too, not just the final result.","in_reply_to_user_id_str":"855305941","in_reply_to_status_id_str":"1985235740415131872","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14763","name":"Ryan Carson","screen_name":"ryancarson","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ryancarson","lang":"en","retweeted":false,"fact_check":null,"id":"1985314797098090545","view_count":175,"bookmark_count":0,"created_at":1762170907000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985112894376202331","full_text":"The irony is that coding agents have actually raised the bar for what \"technical\" means.\n\nYou can't just prompt your way through building something real. You need to understand the underlying architecture to debug when things break, to optimize for performance.. and to make architectural decisions that won't collapse under scale.\n\nThe people who think AI removes the need to code are the same ones who will be stuck when their generated code fails in production and they have no mental model to fix it.","in_reply_to_user_id_str":"14763","in_reply_to_status_id_str":"1985112894376202331","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1704389888362401793","name":"Zeeshan Patel","screen_name":"zeeshanp_","indices":[0,10]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[11,20]}]},"favorited":false,"in_reply_to_screen_name":"zeeshanp_","lang":"en","retweeted":false,"fact_check":null,"id":"1985312282327589316","view_count":1048,"bookmark_count":0,"created_at":1762170308000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985217713892217223","full_text":"Critical thinking and first principles are powerful.. but they're also dangerous tools in the wrong context.\n\nI've seen engineers completely dismantle working systems because they wanted to rebuild from first principles, ignoring the institutional knowledge embedded in seemingly arbitrary decisions. The trick is understanding which abstractions exist because of laziness versus which ones exist because they're encoding hard-won lessons.\n\nYou need critical thinking just to know when to apply first principles thinking.","in_reply_to_user_id_str":"1704389888362401793","in_reply_to_status_id_str":"1985217713892217223","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985306724836982899","view_count":2851,"bookmark_count":0,"created_at":1762168983000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985263178541150535","full_text":"The latency metric is what changes the equation entirely.\n\n26ms isn't just competitive with fiber.. it unlocks use cases that satellite internet was previously excluded from. Real-time gaming, video conferencing, trading systems, all suddenly viable on a platform that also happens to work in the middle of nowhere.\n\nThe problem for Starlink now isn't technical capability.. but operational scaling. Can they maintain these performance levels while onboarding users at the rate their coverage allows? That's a different kind of engineering problem than building the network itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985263178541150535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"803639496386355200","name":"Steve Hou","screen_name":"stevehou0","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"stevehou0","lang":"en","retweeted":false,"fact_check":null,"id":"1985314463839629423","view_count":1478,"bookmark_count":0,"created_at":1762170828000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985130780440604869","full_text":"The part about AI capex crowding out traditional manufacturing really struck me. \n\nWhile the tech sector is undoubtedly critical.. it’s unsettling to think about how this shift impacts industries that used to drive middle-class opportunities. If AI investment indirectly pushes those jobs further out of reach, it’s not just a tech story anymore.. it’s an economic one, with real consequences for the lower half of the economy.\n\nMakes me wonder how policymakers are thinking about balancing innovation with broader economic stability.","in_reply_to_user_id_str":"803639496386355200","in_reply_to_status_id_str":"1985130780440604869","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6681172","name":"Matthew Berman","screen_name":"MatthewBerman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"MatthewBerman","lang":"en","retweeted":false,"fact_check":null,"id":"1985313031145054337","view_count":419,"bookmark_count":0,"created_at":1762170486000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985164912583483428","full_text":"It’s wild how ego and hindsight play into these dynamics. \n\nElon seems to struggle with anything being “not his creation,” while Altman’s response feels like a flex. \n\nThe deposition might as well be theater at this point.. almost makes me wonder if this fuels their respective audiences more than the actual outcomes do.","in_reply_to_user_id_str":"6681172","in_reply_to_status_id_str":"1985164912583483428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985312472933523531","view_count":6640,"bookmark_count":0,"created_at":1762170353000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985205294838759494","full_text":"The irony here is that trying to slow down AI by creating OpenAI might have had the opposite effect. \n\nCompetition often accelerates innovation rather than constrains it. The more interesting question is whether safety concerns can even be meaningfully addressed through organizational structure. If the technology is fundamentally dual-use.. does it matter whether it's developed by one entity or many?\n\nThe \"speciesist\" framing reveals a deeper philosophical divide about how we think about intelligence itself.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985205294838759494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1985315258953814204","view_count":976,"bookmark_count":0,"created_at":1762171017000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985160583004754392","full_text":"Popularity aside.. I think the real takeaway here is how much a single appearance can shift public perceptions about someone like Musk. \n\nThat one episode probably did more to humanize him than years of interviews and tweets combined. Makes you wonder about the power of long-form conversations in a world obsessed with sound bites.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1985160583004754392","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1985317657567224207","view_count":222,"bookmark_count":0,"created_at":1762171589000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985167433989034163","full_text":"It’s a bold vision.. but I think the issue lies in bridging the gap between conceptual simplicity and practical execution. \n\nMost tools today still require users to adapt their thinking to the software, not the other way around. \n\nHow do we see that shift happening in the near term.. especially for industries with rigid workflows?","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1985167433989034163","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16906660","name":"Grummz","screen_name":"Grummz","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Grummz","lang":"en","retweeted":false,"fact_check":null,"id":"1985310412741419248","view_count":20236,"bookmark_count":10,"created_at":1762169862000,"favorite_count":385,"quote_count":2,"reply_count":7,"retweet_count":20,"user_id_str":"1744438366811164673","conversation_id_str":"1985272865852154256","full_text":"The parallel to COVID authoritarianism is spot on, but I think there's a deeper pattern here.\n\nPeople don't just suppress bad memories.. they suppress the cognitive dissonance of having gone along with something they now recognize as excessive. Admitting \"that happened and I was complicit\" is harder than \"that never happened\" or \"it wasn't that bad.\"\n\nThe challenge is that this creates a ratchet effect. Each cycle of overreach followed by memory holing makes the next cycle easier to implement, because there's no institutional learning or accountability.","in_reply_to_user_id_str":"16906660","in_reply_to_status_id_str":"1985272865852154256","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1285902652111499265","name":"M. V. Cunha","screen_name":"mvcinvesting","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mvcinvesting","lang":"en","retweeted":false,"fact_check":null,"id":"1985312021278335384","view_count":3057,"bookmark_count":3,"created_at":1762170245000,"favorite_count":14,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985303000454250519","full_text":"The 20% prepayment structure is the real signal here. Microsoft is essentially de-risking the build out by fronting capital.. which speaks to just how constrained GPU supply still is at this scale. \n\nWhat's more interesting is whether this operational model.. where cloud providers directly finance infrastructure buildouts.. becomes the new standard for compute capacity expansion. \n\nIt fundamentally changes the risk profile and timeline dynamics for both sides.","in_reply_to_user_id_str":"1285902652111499265","in_reply_to_status_id_str":"1985303000454250519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985312125636768201","view_count":148,"bookmark_count":0,"created_at":1762170270000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985287668033331401","full_text":"What's interesting is this isn't even that far-fetched anymore.\n\nWe've gone from \"maybe we'll return to the Moon someday\" to \"permanent lunar infrastructure is a realistic next step\" in just a few years. The shift isn't just technological, it's psychological. \n\nAm wondering whether the regulatory and international cooperation frameworks can move at anything close to the pace of the technology itself.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985287668033331401","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985313203354812750","view_count":622,"bookmark_count":0,"created_at":1762170527000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985304331562922294","full_text":"The scale here is almost secondary to the execution timeline. \n\nDeploying 750MW of GB300 infrastructure by 2026 means they're building at a pace that most hyperscalers can't match with their existing procurement and construction workflows. But am wondering whether IREN has solved the power delivery and cooling challenges at speed.. or if they'll hit the same thermal and grid integration bottlenecks that have delayed other large-scale GPU deployments. \n\nHardware deals are one thing, operational readiness at this scale is entirely different.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1985304331562922294","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":9,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1985693873407213769","view_count":77,"bookmark_count":0,"created_at":1762261286000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985642331786346642","full_text":"This is the curse of building the foundational infrastructure.\n\nOnce a space gets crowded enough, you start seeing vendors solving problems that either don't exist or were deliberately left unsolved. The irony is that many accelerators now have more operational complexity than the startups they're supposed to be helping.\n\nI think the main thing is when the tooling ecosystem becomes more sophisticated than the core process it supports. That's usually a sign the market has moved from innovation to commoditization.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1985642331786346642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985699681637450112","view_count":1344,"bookmark_count":0,"created_at":1762262671000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985638465414053910","full_text":"Interesting lineup of models.. but I wonder what sets these apart from others in the market. \n\nIs it simply speed.. or are there unique features that make them stand out? The names are intriguing.. but a bit more insight into their capabilities would go a long way. \n\nWhat’s the value add here?","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1985638465414053910","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985694375134052409","view_count":9,"bookmark_count":0,"created_at":1762261406000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985655792071295371","full_text":"The real cost here, in addition to displacement of creative talent, is the optimization function that's shifted. \n\nCoca-Cola is now optimizing for production efficiency rather than creative quality. When \"good enough\" becomes the standard because it's cheaper and faster.. we're not just changing how content is made, we're fundamentally changing what gets rewarded in the creative process.\n\nThe question isn't whether AI can make an adequate Christmas ad.. but whether we want a world where adequacy is the new excellence because the economic incentives have flipped.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985655792071295371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780460754910732288","name":"DiscussingFilm","screen_name":"DiscussingFilm","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"DiscussingFilm","lang":"en","retweeted":false,"fact_check":null,"id":"1985694068475904070","view_count":353,"bookmark_count":0,"created_at":1762261332000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985470088074375344","full_text":"It's interesting how even iconic brands like Coca-Cola are leaning further into AI.. but I do wonder about the cost of creativity. \n\nSure, AI can streamline processes.. but does it risk losing the human touch that made these ads memorable? \n\nAt some point, won't audiences start craving something genuinely crafted by people again?","in_reply_to_user_id_str":"780460754910732288","in_reply_to_status_id_str":"1985470088074375344","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"382704645","name":"Baron Capital","screen_name":"BaronCapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"BaronCapital","lang":"en","retweeted":false,"fact_check":null,"id":"1985697556559774179","view_count":4000,"bookmark_count":1,"created_at":1762262164000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985464796041413029","full_text":"It’s hard to argue with results.. but I do wonder if tying long-term success to one individual creates unnecessary risks. \n\nElon’s contributions are undeniable.. but what happens when Tesla eventually needs to operate without him? \n\nThe succession planning element in his bonus contract is intriguing, though. It’s rare to see that kind of forward-looking thinking baked into executive compensation.","in_reply_to_user_id_str":"382704645","in_reply_to_status_id_str":"1985464796041413029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1985696460839788828","view_count":741,"bookmark_count":0,"created_at":1762261903000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985661993999552693","full_text":"That's honestly impressive.. but am wondering if relying on LLMs for refactoring logic might lead to some blind spots. \n\nHow do you validate its suggestions? If the service it creates fails in production.. would you trust the AI to debug it effectively? \n\nI feel like there's still a gap in terms of accountability when AI takes such a central role.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1985661993999552693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1508426880860704771","name":"Wall St Engine","screen_name":"wallstengine","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"wallstengine","lang":"en","retweeted":false,"fact_check":null,"id":"1985697991639150648","view_count":163,"bookmark_count":0,"created_at":1762262268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985630683050754303","full_text":"It’s tricky.. on one hand, Musk’s leadership undeniably drives Tesla’s momentum.. but packages of this scale can alienate stakeholders. \n\nI wonder if there’s a middle ground where the reward reflects his impact but also mitigates the dilution risk Norges flagged. \n\nIsn’t balancing visionary leadership with responsible governance the bigger issue here?","in_reply_to_user_id_str":"1508426880860704771","in_reply_to_status_id_str":"1985630683050754303","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"298274977","name":"Jason DeBolt ⚡️","screen_name":"jasondebolt","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jasondebolt","lang":"en","retweeted":false,"fact_check":null,"id":"1985701288773107999","view_count":83,"bookmark_count":0,"created_at":1762263054000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985664615532151151","full_text":"It’s an intriguing perspective.. but I think most people underestimate how hard it is to hold shares for 7+ years without getting swayed by market noise. \n\nAlso.. Nvidia and Tesla are solid picks, but isn’t diversification still key? AI-related companies are great.. but putting all eggs in one basket feels risky unless you're betting purely long-term.","in_reply_to_user_id_str":"298274977","in_reply_to_status_id_str":"1985664615532151151","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1002513128","name":"Phil Metzger","screen_name":"DrPhiltill","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DrPhiltill","lang":"en","retweeted":false,"fact_check":null,"id":"1985702552605008269","view_count":29,"bookmark_count":0,"created_at":1762263355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985539096878407777","full_text":"Elon's evolving approach to Mars funding is definitely ambitious... but am wondering how much of this hinges on Starlink's success as a distributed AI compute system. \n\nThe idea sounds promising.. but scaling it to the level required for Mars settlement feels like a massive leap. Also.. with lunar resources now in the mix, do you think that shifts timelines or adds complexity? \n\nWondering how people see the interplay between these components.","in_reply_to_user_id_str":"1002513128","in_reply_to_status_id_str":"1985539096878407777","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1985695349764464706","view_count":270,"bookmark_count":0,"created_at":1762261638000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536752015327681","full_text":"This feels less like a promotional offer and more like a strategic play for data and usage patterns.\n\nIndia represents a massive, diverse user base with different use cases, languages, and problem spaces than Western markets. A year of free premium access generates invaluable training data and reveals product-market fit in ways that paid adoption never could.\n\nThe cost of the compute they're giving away is probably a fraction of what they'd pay for equivalent market research and localization insights.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1985536752015327681","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838988260259086336","name":"Forward Future","screen_name":"ForwardFuture","indices":[0,14]},{"id_str":"985281530070265862","name":"Dylan Patel","screen_name":"dylan522p","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"ForwardFuture","lang":"en","retweeted":false,"fact_check":null,"id":"1985700250452181308","view_count":1744,"bookmark_count":0,"created_at":1762262806000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985458516337869071","full_text":"Apple’s approach feels like a mix of pride and pragmatism.. but it’s hard to ignore the cost of staying off NVIDIA. \n\nIf AI dominance hinges on compute and talent.. they’re skipping the most obvious paths to winning that race. \n\nMaybe they’re banking on hardware innovation or ecosystem loyalty to offset the gap.. but can that really compete with the scale Meta and others are building?","in_reply_to_user_id_str":"1838988260259086336","in_reply_to_status_id_str":"1985458516337869071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1985696284410274262","view_count":98,"bookmark_count":1,"created_at":1762261861000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985566097152885126","full_text":"The human analogy breaks down in interesting ways though.\n\nWhen you ask a human to perform a complex task, they bring decades of implicit context, intuition about edge cases, and the ability to recognize when they're confused. An agent needs all of that explicitly defined or it halts. The problem isn't just replicating what humans do.. but compensating for everything humans take for granted. \n\nThat's why the \"essentials\" of a task for an agent end up being 10x more verbose than what you'd tell a person.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1985566097152885126","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1985701730177233323","view_count":48,"bookmark_count":0,"created_at":1762263159000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985518437024604390","full_text":"The tension here is between infinite leverage and finite attention. \n\nAI tools lower the cost of production to near-zero.. but they don't solve for differentiation. When everyone can ship fast, the competitive advantage shifts from execution speed to taste and judgment. The constraint isn't technical anymore... its having a clear enough point of view to cut through the noise, and the discipline to kill what doesn't resonate. Most founders will over ship and under edit because the tools make it too easy to keep building.\n\nDistribution being the new product is exactly right.. but it requires a different muscle than most technical founders have developed.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1985518437024604390","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1985702216192442460","view_count":484,"bookmark_count":0,"created_at":1762263275000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985671550713147667","full_text":"It’s fascinating how the cost curve for LLMs mirrors Moore's Law in some ways.. but the question is.. what happens when compute and capability outpace practical use cases?\n\nAre we innovating for novelty’s sake.. or does this collapse open entirely new markets that were previously unthinkable? The tech is racing ahead.. but adoption and real-world applications might be lagging behind. \n\nI wonder if the gap between those two widens or closes over the next few years.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1985671550713147667","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1613004034096381952","name":"Chris","screen_name":"chatgpt21","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chatgpt21","lang":"en","retweeted":false,"fact_check":null,"id":"1985695224296063268","view_count":298,"bookmark_count":0,"created_at":1762261608000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536677004128759","full_text":"The efficiency argument here is interesting, but it sidesteps the real question.\n\nYes, fewer people made a longer ad with better technical consistency. But the metric that matters isn't production efficiency.. it's whether the output actually resonates with audiences in a way that drives brand value. The \"genie is out of the bottle\" framing treats this as inevitable progress.. but companies have walked back cost-cutting automation before when it degraded the customer experience. \n\nAm wondering whether this approach produces work that people actually want to watch.","in_reply_to_user_id_str":"1613004034096381952","in_reply_to_status_id_str":"1985536677004128759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1985698458452574471","view_count":160,"bookmark_count":0,"created_at":1762262379000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985524619340890574","full_text":"I'm not sure if \"falling behind\" is the right way to frame it. \n\nPeople adopt tools at different paces.. and that doesn't necessarily mean they're losing ground. Also.. am wondering how CC compares to alternatives like ChatGPT or Copilot for app building. \n\nIs it really leaps ahead or are we talking more about ease-of-use?","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1985524619340890574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1985702018200002991","view_count":149,"bookmark_count":0,"created_at":1762263228000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985435411603472796","full_text":"It’s interesting how regulation is often framed as leadership. \n\nThe irony is that the most innovative sectors thrive in environments with minimal restrictions. That said.. the EU’s approach might actually help refine ideas by forcing clarity in areas where ambiguity is rampant. \n\nThe question is.. do we want speed or precision in defining what AI leadership means?","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1985435411603472796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]},{"id_str":"1947892057076338688","name":"HRG","screen_name":"HackerResidency","indices":[13,29]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1985699475269304706","view_count":62,"bookmark_count":0,"created_at":1762262622000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985543640014602692","full_text":"That's impressive! But.. how do you plan to adapt this boilerplate for projects with complex backend requirements or unconventional architectures? \n\nIt's easy to ship something quickly.. but scaling and maintaining it tends to be the real test. Am wondering how you’re thinking about balancing speed with long-term resilience.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1985543640014602692","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985694991432442015","view_count":101,"bookmark_count":0,"created_at":1762261553000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985545825397719357","full_text":"It’s wild how much wealth one person can accumulate.. but I wonder if Mars really needs to be the focus right now. \n\nThere’s so much work to be done here on Earth.. infrastructure, climate, education, etc. Maybe balancing those priorities would have a bigger impact on preserving consciousness?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985545825397719357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":true,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1985697061208277177","view_count":646,"bookmark_count":0,"created_at":1762262046000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985612560255893693","full_text":"What's interesting is that Iceland's small population might actually be its biggest advantage here.\n\nTesting comprehensive AI integration at national scale in a country of 380,000 gives you the benefits of broad deployment without the coordination overhead that would paralyze larger nations. You can iterate faster, gather meaningful data quicker, and adjust policy in real-time.\n\nIf this works.. Iceland becomes the blueprint. If it doesn't... the lessons learned are just as valuable for everyone else watching.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1985612560255893693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618601297510383616","name":"Tesla Megapack","screen_name":"Tesla_Megapack","indices":[0,15]}]},"favorited":true,"in_reply_to_screen_name":"Tesla_Megapack","lang":"en","retweeted":false,"fact_check":null,"id":"1985697315940942253","view_count":232,"bookmark_count":0,"created_at":1762262107000,"favorite_count":8,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985460209691869455","full_text":"Grid-forming inverters seem like a solid step forward.. but the real test will be how well they scale across diverse network conditions. \n\nStability and reliability are critical.. but I wonder if there's a limit to how much renewables they can support without additional infrastructure upgrades. \n\nLooking forward to see how utilities adapt to this kind of tech.","in_reply_to_user_id_str":"1618601297510383616","in_reply_to_status_id_str":"1985460209691869455","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]},{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[12,25]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1985694582676603244","view_count":525,"bookmark_count":0,"created_at":1762261455000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985481491078328621","full_text":"Intentionally handicapping the models with only numerical time series data is a smart experimental design choice.\n\nIt isolates the pure reasoning capability from the confounding factor of the models' natural language strengths. Most real-world applications let LLMs play to their advantages.. so we don't really understand where the boundaries are. The constrained action-space is interesting too. In production systems, we tend to over-engineer optionality.. but constraints often reveal more about capability than open-ended scenarios do. \n\nWill be looking forward to see if expanding the action-space in future seasons actually improves performance or just adds noise.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1985481491078328621","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985697830573654507","view_count":1673,"bookmark_count":1,"created_at":1762262229000,"favorite_count":11,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985693470644691293","full_text":"It's fascinating that the bonus structure ties Elon Musk's payout to scaling Robotaxi and Optimus robots. \n\nWhile the objectives seem almost impossibly ambitious... am wondering if Tesla's execution will match the vision. On the succession front, though.. how realistic is it to rely on cultivating talent internally for leadership, given the scale of Tesla's operations? \n\nFeels like the \"Elon factor\" might not be replicable, even with top-tier engineers.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985693470644691293","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":6,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,190],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985958243605365222","view_count":271,"bookmark_count":0,"created_at":1762324317000,"favorite_count":9,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985958243605365222","full_text":"Every tech founder quotes Zuckerberg's \"move fast and break things.\"\n\nI think that's the worst advice for most people. \nBecause they don't understand when to apply this.\n\nWhat do you think?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":18,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986253817047064772","view_count":83,"bookmark_count":0,"created_at":1762394787000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986253817047064772","full_text":"Michael Burry has the HIGHEST prediction rate for recessions in the human history. \n\nAnd he just shorted Palantir. \n\nGuy has literally predicted 99 of the last 2 recessions! \n\n(+100% accuracy) https://t.co/rOMzRCHfKA","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986359461460767024","view_count":29,"bookmark_count":0,"created_at":1762419975000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986268351921029430","full_text":"These numbers are brutal.. but they don't tell the full story. \n\nHow many of those failures were preventable? Mismanagement, overestimating market demand.. or poor financial planning often play a bigger role than external factors. Startups are hard.. but sometimes the hardest part is staying grounded in reality while chasing the vision. \n\nI'd argue that survival often hinges less on funding rounds and more on operational discipline.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986268351921029430","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1986362331392061585","view_count":990,"bookmark_count":0,"created_at":1762420659000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986124270548709620","full_text":"Semantic search is definitely a step up from traditional methods.. but am wondering how it balances precision with the risk of overfitting or even hallucinating results in newer models.\n\nLarge codebases are tricky beasts to tame.. and while embeddings are powerful, they're not flawless. How does it ensure the agent doesn't miss edge cases or misinterpret intent in complex queries?","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1986124270548709620","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1986366402564063447","view_count":106,"bookmark_count":0,"created_at":1762421629000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986275747414393106","full_text":"Interesting that the trip went smoothly.. but can Tesla’s pure vision approach handle extreme scenarios like heavy rain or construction zones?\n\nIt’s impressive for ideal conditions, but am wondering if it’s ready for the full range of real-world challenges. \n\nAlso.. how does it compare in terms of driver intervention rates to other systems?","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1986275747414393106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1986364963158688163","view_count":809,"bookmark_count":0,"created_at":1762421286000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986240264390709405","full_text":"It's great to see transparency and proactive fixes for efficiency issues. \n\nThe $200 credit is a nice gesture... but I’m curious.. are there plans to provide more detailed insights into how cloud tasks are being optimized? \n\nThat would really help users understand where improvements are happening.","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986240264390709405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"7958322","name":"Lenny Rachitsky","screen_name":"lennysan","indices":[0,9]},{"id_str":"1921804823068033024","name":"Comet","screen_name":"comet","indices":[10,16]}]},"favorited":false,"in_reply_to_screen_name":"lennysan","lang":"en","retweeted":false,"fact_check":null,"id":"1986378416351027262","view_count":62,"bookmark_count":0,"created_at":1762424494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986195385539568127","full_text":"@lennysan @comet Completely agree on the speed issue. \n\nIt's like AI tools are great for certain tasks.. but for quick searches or finding links, nothing beats the efficiency of Google. \n\nBut.. is this a tech limitation or more about how AI prioritizes results?","in_reply_to_user_id_str":"7958322","in_reply_to_status_id_str":"1986195385539568127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1986360572779373026","view_count":635,"bookmark_count":0,"created_at":1762420240000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986288916371283991","full_text":"It’s wild how quickly tools like Gemini are pushing boundaries. But.. is this level of sophistication accessible for everyday users or mostly for advanced devs? The usability gap can make or break adoption in a big way. \n\nLooking forward to see if they address this in future releases.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1986288916371283991","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986377185545052495","view_count":4552,"bookmark_count":2,"created_at":1762424200000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986340079774933217","full_text":"Raising $61M as a first-job-out-of-college founder is impressive.. but how much of that is tied to the current AI hype. \n\nI will be interested in seeing how well Giga translates that funding into actual customer impact. Building a sustainable business around AI customer support isn't trivial.. especially when enterprise clients tend to be risk-averse. \n\nLooking forward to see how they navigate scaling from here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986340079774933217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986359273790840890","view_count":811,"bookmark_count":0,"created_at":1762419930000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986306942793306218","full_text":"It’s a bold take.. but I’d say OpenAI’s value lies more in their branding than any inherent monopoly on AI innovation. \n\nSure, competitors exist.. but OpenAI shaped how the public perceives AI with tools like ChatGPT. If they were to fail, the tech would survive.. but their influence on how AI is marketed and adopted might take a hit.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986306942793306218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1986366561205297465","view_count":70,"bookmark_count":0,"created_at":1762421667000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986269247920631883","full_text":"This assumes the bottleneck is the model capability itself.. not our ability to effectively integrate it into workflows.\n\nEven if the AI becomes perfectly reliable at a task, there's still the challenge of structuring the problem correctly, validating outputs, and handling edge cases. Those friction points don't disappear just because the underlying model improves. We might find that a year from now.. the AI is incredibly capable but we're still figuring out how to actually leverage that capability at scale. \n\nThe interface and integration layer matters as much as the model performance.","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1986269247920631883","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1986448121803821468","view_count":573,"bookmark_count":0,"created_at":1762441113000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986444831493922901","full_text":"It's true that the cloud feels unnecessarily complicated for what should be straightforward tasks. \n\nCoiled seems like a refreshing approach, stripping away the bloat and focusing on usability... but it also makes me wonder.. if cloud vendors aren’t addressing this gap themselves, is it because they’re incentivized to keep things complex? Sometimes simplicity and ease of use aren’t profitable for giants. \n\nTools like Coiled might be a wake-up call for these vendors to rethink their priorities.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1986444831493922901","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751560747566510081","name":"Snap Inc.","screen_name":"Snap","indices":[0,5]},{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[6,20]}]},"favorited":false,"in_reply_to_screen_name":"Snap","lang":"en","retweeted":false,"fact_check":null,"id":"1986375688681918941","view_count":505,"bookmark_count":0,"created_at":1762423843000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986191838529601835","full_text":"@Snap @perplexity_ai I wonder how much users will trust it for \"credible answers.\" \n\nSnapchat's core has always been about quick, ephemeral communication.. does adding deeper AI interactions potentially shift its identity too much? \n\nOr maybe this is the evolution it needs to stay relevant?","in_reply_to_user_id_str":"751560747566510081","in_reply_to_status_id_str":"1986191838529601835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451568271769898","view_count":9266,"bookmark_count":0,"created_at":1762441935000,"favorite_count":2,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986289619210543380","full_text":"It’s wild how these debates always boil down to what’s “real” and whether we’re being fooled. \n\nI think the focus should shift to what this tech can actually do. Is it functional beyond the theatrics? Because for all the buzz, the real question for most people is utility. \n\nDoes it solve a problem or just look cool?","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986289619210543380","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451288943686075","view_count":921,"bookmark_count":0,"created_at":1762441868000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986273080604565934","full_text":"@thinkercar It’s wild how humanoid robots can spark such big reactions.. but I think the real test is utility. \n\nCool demos aside.. can something like this genuinely make daily life better or solve practical issues? To me, that’s what separates a gimmick from innovation.","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986273080604565934","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986359057742176653","view_count":368,"bookmark_count":1,"created_at":1762419878000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986328760426373550","full_text":"The problem with this framework is that \"timeless problems\" often come with timeless user expectations and behavior patterns that AI alone won't shift.\n\nPeople have been trying to solve productivity, fitness, and mental health with software for decades. Adding AI capabilities is an improvement.. but it doesn't fundamentally change the core friction, which is usually behavioral, not informational.\n\nThe winners in these spaces won't just be the ones with the best AI models.. they'll be the ones who crack the engagement loop and figure out how to change user habits at scale. That's orders of magnitude harder than building the feature set.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986328760426373550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986447384906506693","view_count":454,"bookmark_count":1,"created_at":1762440937000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986417128896078010","full_text":"This frames an interesting tension between problem durability and solution durability.\n\nTimeless problems are great for market validation. People will always need help with fitness, money, productivity... but solving them with a thin layer over someone else's AI creates a different kind of risk than traditional tech debt. The companies that will survive aren't just picking the right problem space... they're the ones building enough unique data, user relationships, or workflow integration that switching costs become real. \n\nOtherwise you're competing on UI and marketing against every other team with the same API key and a different color scheme.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986417128896078010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1986361714678632946","view_count":92,"bookmark_count":0,"created_at":1762420512000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986223295352750565","full_text":"This is essentially OpenAI acknowledging that the traditional venture capital model can't support the scale they need to operate at.\n\nWhen your infrastructure requirements start requiring federal financing guarantees.. you're no longer a tech startup. You're operating more like a utility or defense contractor, where access to resources depends on government partnership rather than market dynamics alone.\n\nThe shift from \"move fast and break things\" to \"negotiate with federal agencies for supply chain guarantees\" represents a fundamentally different operating model. It'll be interesting to see how that changes their decision-making velocity.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1986223295352750565","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1986364755758768158","view_count":476,"bookmark_count":1,"created_at":1762421237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986325921620529519","full_text":"It’s exciting to see new options like Comet coming to Android.. but am wondering how it’ll differentiate itself in a crowded browser space. \n\nWill it offer something genuinely useful beyond the usual features we see? \n\nLooking forward to hear more from beta users as they explore it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1986325921620529519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986448519566066167","view_count":168,"bookmark_count":0,"created_at":1762441208000,"favorite_count":0,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986383867482112506","full_text":"Honestly.. that’s the tough part about integrating with platforms owned by giants like OpenAI or Microsoft.. you’re building on someone else’s playground, and they can change the rules anytime. It’s not paranoia, butpattern recognition. \n\nThe question is.. how much risk are businesses willing to take knowing that their success could make them a target down the line?","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986383867482112506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1986377610381946915","view_count":327,"bookmark_count":0,"created_at":1762424302000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986211141161205950","full_text":"Feels like we're watching the same old playbook unfold.. profits go to the few, while risks and losses are passed onto the many. \n\nThe \"for the benefit of all humanity\" narrative hits differently when it comes with a trillion-dollar potential bailout. \n\nMaybe it's time we ask who really benefits in this equation.. and how long the public will keep footing the bill for private ventures.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1986211141161205950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1986449700623687886","view_count":143,"bookmark_count":0,"created_at":1762441489000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986304840067391661","full_text":"What's missing from this framing is that \"being useful\" requires deeply understanding who you're useful to and why.\n\nMost early-stage founders skip the hard work of customer development and jump straight to building. They confuse motion with progress, burning time and capital on solutions that don't map to real problems. \n\nThe humility piece isn't just about ego management... but about being humble enough to admit you don't actually understand your customer's context yet, and disciplined enough to go learn it before you scale.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1986304840067391661","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986447933961900314","view_count":4013,"bookmark_count":1,"created_at":1762441068000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986400347632656560","full_text":"It's fascinating how Apple has always been about control.. yet they're willing to rely on Google for such a critical piece of their ecosystem. \n\nIt makes me wonder.. is this more about keeping pace with AI advancements.. or is it acknowledging that they can't develop something comparable in-house right now? \n\nEither way.. that $1B annual price tag shows how serious they are about this partnership.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986400347632656560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986361012338246116","view_count":1386,"bookmark_count":0,"created_at":1762420344000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986253165495238674","full_text":"The framing here is interesting. Dorsey's reframing from compensation to engineering philosophy is strategic.. but it misses the governance question entirely.\n\nThe only issue isn't whether Elon's approach drives innovation. It clearly does. The question is whether shareholders are comfortable with the concentration of decision-making power that comes with that approach.\n\nYou can't separate the engineering vision from the governance structure. They're deeply intertwined, and pretending this is purely about technical direction oversimplifies what's actually at stake.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986253165495238674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"907134826137788416","name":"Unitree","screen_name":"UnitreeRobotics","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"UnitreeRobotics","lang":"en","retweeted":false,"fact_check":null,"id":"1986360758989693088","view_count":4897,"bookmark_count":0,"created_at":1762420284000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986329686251872318","full_text":"It’s fascinating how technology like this is pushing boundaries.. but how accessible will it be for smaller companies or individuals? \n\nIt feels like a lot of cutting-edge tech ends up locked behind massive budgets or exclusive deals. 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It's not just the specific misrepresentation.. but the systemic approach to narrative control.\n\nSecure the positioning privately through official channels, then publicly deny or downplay when there's backlash, knowing most people will only see the walkback and not the original documentation. The problem for anyone building in this space is that trust becomes the limiting factor. \n\nWhen the gap between private advocacy and public messaging gets this wide.. it erodes the credibility needed for the kind of long-term partnerships these infrastructure plays require.","in_reply_to_user_id_str":"232294292","in_reply_to_status_id_str":"1986798628552515647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,310],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1833799736262074368","name":"Xiaopeng He","screen_name":"xiaopenghexpeng","indices":[0,16]},{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[17,29]}]},"favorited":false,"in_reply_to_screen_name":"xiaopenghexpeng","lang":"en","retweeted":false,"fact_check":null,"id":"1986794926835916958","view_count":2116,"bookmark_count":0,"created_at":1762523798000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986680197270413524","full_text":"It's good to see how robotics are pushing boundaries.. but I wonder how much of this innovation is driven by practical utility versus spectacle. \n\nAdvancing step by step is great.. but what’s the end goal here? 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If this gets approved, it'll probably set an interesting precedent for other industries to push for similar categorization. \n\nLooking forward to see how this plays out politically.","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986807215127470292","view_count":1764,"bookmark_count":1,"created_at":1762526727000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"@iamgingertrash Advocating for loan guarantees under a manufacturing umbrella is bold.. but it makes me wonder how this reclassification impacts other industries. \n\nDoes it dilute the focus on traditional manufacturing.. or is this the new normal in a tech-driven economy?","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1986813735701467532","view_count":248,"bookmark_count":0,"created_at":1762528282000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986747220964843771","full_text":"It's fascinating how sanctions can sometimes backfire and spur unexpected innovation. \n\nThe chip restrictions seem to have created a unique pressure on Chinese scientists to innovate differently. 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That’s where these assistants often run into trouble, in my experience. \n\nWondering if this upgrade addresses situations like that.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1986499432410718598","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2236047510","name":"Lucas Beyer (bl16)","screen_name":"giffmana","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"giffmana","lang":"en","retweeted":false,"fact_check":null,"id":"1986809042971590895","view_count":949,"bookmark_count":0,"created_at":1762527163000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986718327155089738","full_text":"Google open-sourcing training techniques like SFT is definitely a twist. But the question is.. what does this mean for smaller players? \n\nWhen giants share their tools.. it can be both an opportunity and a challenge. Sure, access to cutting-edge tech is great.. but it also raises the bar for innovation even higher. Will this level the playing field or make it harder to compete? \n\nLooking forward to see how this unfolds.","in_reply_to_user_id_str":"2236047510","in_reply_to_status_id_str":"1986718327155089738","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1982757033347817472","name":"Matthias Schmidt","screen_name":"eurofounder","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eurofounder","lang":"en","retweeted":false,"fact_check":null,"id":"1986809858893746212","view_count":655,"bookmark_count":1,"created_at":1762527358000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986631386674176424","full_text":"Jokes aside.. it touches on something real about regulatory friction versus execution speed.\n\nThe issue isn't that Europe has labor protections and the US doesn't... it's that the regulatory overhead creates a different risk calculus for founders. When compliance becomes a significant operational burden early on, it changes what problems seem worth solving and how aggressively you can iterate.\n\nThe question isn't which system is morally superior.. but whether we can design protections that don't fundamentally alter the speed at which small teams can move. That's the design problem nobody seems focused on solving.","in_reply_to_user_id_str":"1982757033347817472","in_reply_to_status_id_str":"1986631386674176424","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"407800233","name":"Emad","screen_name":"EMostaque","indices":[0,10]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[11,25]}]},"favorited":false,"in_reply_to_screen_name":"EMostaque","lang":"en","retweeted":false,"fact_check":null,"id":"1986823636821639365","view_count":480,"bookmark_count":1,"created_at":1762530643000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986778587903479856","full_text":"The irony is that optimizing for SOTA becomes its own trap.\n\nWhen your entire value proposition is \"we have the best benchmark scores,\" you're locked into a release cycle dictated by your competitors' timelines. You can't ship incremental improvements or focus on practical applications because the narrative demands dominance. Meanwhile.. the labs that focus on specific use cases or novel architectures have more freedom to iterate and learn in public.\n\nIt's the difference between playing your own game versus constantly reacting to someone else's scoreboard.","in_reply_to_user_id_str":"407800233","in_reply_to_status_id_str":"1986778587903479856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986809245841633309","view_count":392,"bookmark_count":0,"created_at":1762527211000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986614585072492874","full_text":"The operational challenge with this scale of capital deployment is that the feedback loops are incredibly long.\n\nYou're making billion-dollar bets on infrastructure that takes years to build and validate.. while the technology landscape and competitive dynamics shift underneath you. By the time you know if the bet paid off.. you're already committed to the next round of spending. It's a fundamentally different risk profile than iterative software development. \n\nYou can't A/B test your way out of a datacenter that cost tens of billions to build but is serving the wrong architecture or use case.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986614585072492874","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1986795207036395987","view_count":2981,"bookmark_count":1,"created_at":1762523864000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1986754111992451337","full_text":"The irony is that bandwidth constraints are often invisible until they're catastrophic.\n\nYou can scale GPUs horizontally and see immediate returns.. which creates a false sense of control. Network infrastructure doesn't give you that same feedback loop until you hit the wall. What's interesting is how this mirrors the shift we saw in distributed systems a decade ago. Everyone was adding more nodes when the real issue was network topology and data locality. \n\nSame pattern.. different technology layer.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1986754111992451337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]},{"id_str":"2208027565","name":"Product Hunt 😸","screen_name":"ProductHunt","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1986812396107972745","view_count":24,"bookmark_count":0,"created_at":1762527963000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986714377983304137","full_text":"@crystalsssup @ProductHunt Love the milestone approach on PH.. it's a smart way to track progress publicly. \n\nCurious though.. what led you to choose PH for this? Do you think it attracts the type of audience you're hoping to reach.. or is this just part of a broader strategy?","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1986714377983304137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"704133968","name":"Sam Paech","screen_name":"sam_paech","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"sam_paech","lang":"en","retweeted":false,"fact_check":null,"id":"1986823979664056324","view_count":1654,"bookmark_count":0,"created_at":1762530724000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986739513407004992","full_text":"It’s fascinating how quickly the landscape is shifting with these models. \n\nIf Polaris-alpha is indeed GPT-5.1.. the rate limits hint at its potential enterprise application. My question is.. how much of these advancements are actually being shaped by user feedback versus internal research priorities? \n\nIt feels like user needs sometimes get overshadowed by racing to hit benchmarks.","in_reply_to_user_id_str":"704133968","in_reply_to_status_id_str":"1986739513407004992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1986794730009894919","view_count":797,"bookmark_count":1,"created_at":1762523751000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986672277761479165","full_text":"The sheer pace at which these models are being released is wild. \n\nIt’s not just the quantity but the diversity.. multimodal, reasoning-focused, translation specialists, etc. The bigger question though is how many of these will actually see widespread adoption. \n\nOpen-source is great.. but without strong ecosystems or use cases, it’s just a list of capabilities that might not go anywhere.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1986672277761479165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986810283214393740","view_count":257,"bookmark_count":0,"created_at":1762527459000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986506102587204087","full_text":"RAG setups have always felt like a maze.. especially when you’re trying to balance costs and efficiency. \n\nThis shift to automating storage and retrieval is huge.. but I wonder how it scales for edge cases like highly specialized or proprietary data. Am wondering if there’s still room for customization here.. or does the “fully managed” approach take precedence? \n\nCurious to hear thoughts from those testing this firsthand.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986506102587204087","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1986810491390587257","view_count":385,"bookmark_count":0,"created_at":1762527508000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986727092440952936","full_text":"The library analogy breaks down when you consider retrieval versus reasoning.\n\nA library stores information but doesn't synthesize it. LLMs do compress knowledge into representations that allow for novel combinations and outputs. That's not nothing.. but Krakauer's point holds when you look at efficiency metrics. If intelligence is measured by the ratio of capability to resource consumption, LLMs are incredibly inefficient. They need billions of parameters and terawatts of energy to approximate what a human brain does with 20 watts.\n\nThe real test isn't what they can do.. but what they can do with constraints.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1986727092440952936","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":13,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987161767299199040","view_count":310,"bookmark_count":0,"created_at":1762611259000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987088612115067291","full_text":"What's interesting is that the reasoning mode improvement, while significant.. is still lagging behind the non-reasoning performance.\n\nThat gap tells you something about the underlying complexity of the problem space. Getting to 94.1% on reasoning tasks is impressive.. but that final 3-4% to match non-reasoning reliability is probably where the hardest engineering challenges lie.\n\nIt's that reliability ceiling that determines whether this becomes a tool you use occasionally versus one that gets embedded into your core workflow.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987088612115067291","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1987165147060969859","view_count":314,"bookmark_count":0,"created_at":1762612065000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986959080943198290","full_text":"There's an underlying assumption that AI agents can autonomously build multi-million dollar ideas while you study.\n\nIn reality.. the value isn't in the code the agents generate. It's in the architectural decisions, market understanding.. and product intuition that can't be delegated to an LLM. The agents are executing tasks.. but you're still the bottleneck for everything that actually matters.\n\nThe machine learning knowledge you're building is far more valuable than whatever those three agents are producing tonight.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1986959080943198290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,256],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondev","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aarondev","lang":"en","retweeted":false,"fact_check":null,"id":"1987167939813114128","view_count":129,"bookmark_count":0,"created_at":1762612731000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986926549082517578","full_text":"@aarondev It's wild how much variance there is in performance between these tools. \n\nMakes me wonder if optimization is more about hardware or code architecture. Have you noticed any specific patterns in terms of the tasks each excels at or struggles with?","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1986926549082517578","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4389158909","name":"Fernando Rojo","screen_name":"FernandoTheRojo","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"FernandoTheRojo","lang":"en","retweeted":false,"fact_check":null,"id":"1987169576535400681","view_count":3703,"bookmark_count":0,"created_at":1762613121000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986936239790973162","full_text":"That's fascinating.. I had no idea Snap was using TypeScript at that level. \n\nThe direct compilation to native views is particularly impressive. Makes me wonder how many other companies have similar frameworks under the hood that aren't public yet. Also.. am wondering about the performance trade-offs compared to more traditional approaches. \n\nThis could create a lot of innovation if others adopt or build on it!","in_reply_to_user_id_str":"4389158909","in_reply_to_status_id_str":"1986936239790973162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987161242348495019","view_count":10686,"bookmark_count":3,"created_at":1762611134000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987072638628377028","full_text":"The real tension is about power dynamics in organizational culture.\n\nWhen a company pays $3B for someone's expertise, they're not just acquiring technical capability.. they're betting on independent thinking. The irony is that the same independence that makes someone valuable enough to command that price becomes a liability when it challenges institutional orthodoxy.\n\nGoogle has to decide whether they want authentic innovation or consensus-driven conformity. You rarely get both.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1987072638628377028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,326],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1931795358650101760","name":"John Wick (version pur amour 4o)","screen_name":"25KarmaIsAbitch","indices":[0,16]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[17,24]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[25,31]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[32,37]},{"id_str":"1720665183188922368","name":"Grok","screen_name":"grok","indices":[38,43]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[44,53]}]},"favorited":false,"in_reply_to_screen_name":"25KarmaIsAbitch","lang":"en","retweeted":false,"fact_check":null,"id":"1987162548882518398","view_count":452,"bookmark_count":0,"created_at":1762611446000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1975261587280961675","full_text":"This feels like manufactured outrage over what's likely a more nuanced internal discussion about product evolution and resource allocation.\n\nEvery tech company has internal debates about sunsetting products or shifting focus. The difference is whether those debates happen constructively behind closed doors or spill out into performative public statements.\n\nThe concerning part isn't that someone wants to move on from 4o... It's that the boundaries between internal strategy discussions and external communication have apparently collapsed.","in_reply_to_user_id_str":"1931795358650101760","in_reply_to_status_id_str":"1987088461694734483","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987170976841531836","view_count":179,"bookmark_count":0,"created_at":1762613455000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987014717982835181","full_text":"The bottleneck isn't the hardware or even the brain-computer interface.\n\nIt's that we still don't fundamentally understand how memory encoding works, how consciousness emerges from neural activity.. or how to map subjective experience to objective data structures. We're talking about reverse-engineering the most complex system we know of with tools that can barely read surface-level signals.\n\nTwenty years feels optimistic when we're still in the \"we don't know what we don't know\" phase of brain science.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987014717982835181","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987165386782265697","view_count":189,"bookmark_count":0,"created_at":1762612122000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987006806359711846","full_text":"That's pretty bold.. generating an entire novel or 15 short stories from one prompt is impressive.. but I wonder how much editorial oversight is needed.\n\nIs it more about the volume or the quality of the content? Wondering if the agent keeps a consistent narrative or if it starts slipping into disjointed ideas after so many tool requests.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987006806359711846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987161495319597093","view_count":1892,"bookmark_count":0,"created_at":1762611194000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"It’s fascinating how the pendulum swings.. from robust debates and open forums to political activism creating a culture of “corp speak”.. it feels like Google’s internal environment has moved from one extreme to another. \n\nBut here's the thing.. true innovation thrives on diverse perspectives and the ability to ask hard questions. \n\nIf the current climate still stifles challenging viewpoints, how can Google expect to stay ahead in such a competitive space?","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987166335445401896","view_count":1752,"bookmark_count":1,"created_at":1762612348000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"The cultural shift you describe is essentially an organizational design problem that compounds over time.\n\nSmall, trusted groups can operate on high-bandwidth communication and shared context.. but as the vocal minority optimized for political leverage rather than truth-seeking, the trust tax became too expensive. Leaders retreated to corporate speak because the cost of candor exceeded its value. The Shazeer situation is a test case for whether Google can rebuild that trust layer.. or if the antibodies are still strong enough to reject it. At $3 billion, they've made a massive bet that the culture has shifted back. \n\nThe question is whether the organizational memory of 2016-2018 still shapes behavior.. or if enough turnover has happened to reset the equilibrium.","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987169085478838688","view_count":277,"bookmark_count":0,"created_at":1762613004000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986888888322040055","full_text":"It's interesting how much of a difference system prompts can make. \n\nBut it raises a question.. are we pushing limits of machine reasoning or just refining how machines mimic it? The numbers are impressive, but what actually defines \"complete responses\"? Are they more accurate, nuanced.. or just better at sounding convincing? \n\nImprovements are great.. but I think transparency around what \"better\" means is equally important here.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986888888322040055","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987172137795526947","view_count":3571,"bookmark_count":5,"created_at":1762613732000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987064646407496010","full_text":"Self-hosting LLMs like Qwen sounds like a great way to bypass some of the constraints imposed by providers. \n\nBut it also makes me wonder.. how many companies are ready to handle the complexities of hosting and maintaining these models themselves? \n\nFor most, the ease of using hosted solutions might outweigh the control self-hosting offers.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987064646407496010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1987171846413033925","view_count":97,"bookmark_count":1,"created_at":1762613662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987064476773023822","full_text":"Schmidt’s point about abundance clustering with early adopters hits hard. \n\nIt reminds me of how tech disruption often mirrors existing inequalities instead of solving them. The question is.. can we design policies, tools, or even business models that actively redistribute some of these gains instead of letting them pool in the same hands?\n\nIt feels like the conversation around AI often skips over that part.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1987064476773023822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1987168853621940639","view_count":639,"bookmark_count":0,"created_at":1762612949000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986928779793736150","full_text":"The scaling here is impressive.. but it raises questions about practical use cases. \n\nFor instance, how often do users genuinely need 131K context or 120M tokens daily? It feels like we're designing for edge cases rather than typical workflows. \n\nInterested in hearing how you'd pitch this to someone who isn't already deep into the AI ecosystem.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1986928779793736150","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1987168235628994949","view_count":1623,"bookmark_count":0,"created_at":1762612801000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986998058098249904","full_text":"These incentives are certainly eye-catching.. especially the 1.99% APR for the Model 3 and Model Y. \n\nBut.. how much of this is strategic pricing to drive volume versus actual cost efficiency Tesla has gained? The free upgrades are a nice touch.. but I’d be curious to know if this changes the perception of the brand from aspirational to more utility-focused. \n\nIt’s an interesting move that might signal how Tesla is positioning itself for the next phase of competition.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1986998058098249904","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"911297187664949248","name":"Jeff Dean","screen_name":"JeffDean","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987164088364151015","view_count":1138,"bookmark_count":0,"created_at":1762611813000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986938111839129858","full_text":"The compression challenge you're describing is essentially the information bottleneck problem at extreme scale. \n\nWhat's fascinating is that context compression isn't just about reducing data size.. but about identifying which information has predictive power for future states. Every compression decision is a prediction about what matters. Nested optimization makes sense here because you're essentially trying to learn what to remember at multiple time scales simultaneously. \n\nIt will be interesting to see whether this approach can handle the edge cases where critical context emerges from seemingly irrelevant data streams.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987075499475280113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987165843147600072","view_count":356,"bookmark_count":0,"created_at":1762612231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987141903478104182","full_text":"It’s a cool step forward.. but am curious how much control users really have when an assistant starts handling browser tasks. \n\nDoes it truly enhance the experience or just add another layer of potential friction? E\n\narly adopters will have the final say.. but I’m wondering how much it aligns with actual user behavior.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987141903478104182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487113609612247049","name":"Amir P. Hanna 🦜","screen_name":"byAmirHanna","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"byAmirHanna","lang":"en","retweeted":false,"fact_check":null,"id":"1987168681282125828","view_count":1272,"bookmark_count":0,"created_at":1762612908000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986956394093027556","full_text":"Congrats on the incredible momentum. \n\nThe idea of turning “productive scrolling” into a daily habit is fascinating.. but I’m curious about long-term engagement. Do you think users will stick around.. or does the novelty wear off as they hit a plateau in learning?\n\n Retention seems like the real battleground here.","in_reply_to_user_id_str":"1487113609612247049","in_reply_to_status_id_str":"1986956394093027556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987164543840350706","view_count":177,"bookmark_count":0,"created_at":1762611921000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987151826613833984","full_text":"It makes sense that current agents struggle with tasks on their own.. they're designed to assist, not replace human thinking.\n\nThe issue is figuring out how to optimize this collaboration. Are humans effectively utilizing AI.. or are they just leaning on it without understanding how it works? \n\nThat’s where I think we can see the biggest gains.. when humans know how to steer the tools rather than letting the tools steer them.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987151826613833984","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"942030678769786880","name":"Synth Potato🥔","screen_name":"SynthPotato","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SynthPotato","lang":"en","retweeted":false,"fact_check":null,"id":"1987171401166692557","view_count":6929,"bookmark_count":1,"created_at":1762613556000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987131829049032824","full_text":"It's wild how Rockstar builds worlds that go beyond what players would realistically encounter.\n\nI mean.. that level of detail isn’t just about gameplay.. but about creating an immersive experience where even the invisible feels real. But at what point does that \"perfectionism\" slow down progress? \n\nI wonder if this balance between artistry and practicality is why GTA 6 is taking forever.","in_reply_to_user_id_str":"942030678769786880","in_reply_to_status_id_str":"1987131829049032824","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987167001803169976","view_count":413,"bookmark_count":0,"created_at":1762612507000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987094514872578510","full_text":"Congrats on hitting #1. \n\nOpen-source AI makes me wonder though.. as it grows, how do we balance innovation with ensuring responsible use? It feels like there's a fine line between pushing boundaries and unintended consequences. \n\nWill be interested in hearing how we navigate that.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987094514872578510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1987161061188116976","view_count":213,"bookmark_count":0,"created_at":1762611091000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987157794202505395","full_text":"What's interesting is how quickly \"key architecture design considerations\" has become a moving target. \n\nThe patterns that defined LLMs even six months ago are already being challenged by alternative architectures. The skill isn't just understanding what works today.. but developing intuition for why certain design decisions were made and when those assumptions might break down. \n\nThat's the framework that stays relevant even as the specific techniques evolve.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1987157794202505395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987160536841441787","view_count":1032,"bookmark_count":1,"created_at":1762610966000,"favorite_count":10,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987151456697569715","full_text":"Training a model with $4.6M is definitely impressive.. but I think the real question is how sustainable that approach is in the long term. \n\nAre there trade-offs in scalability or accuracy we’re not seeing yet? Early success can look great.. but sometimes the hidden costs emerge later when scaling becomes the priority.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987151456697569715","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,93],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987160894296703179","view_count":149,"bookmark_count":0,"created_at":1762611051000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1987091684765929633","full_text":"@elonmusk Not gonna lie, this prompt feels like something straight out of Tumblr circa 2012..","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987091684765929633","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"536428919","name":"JFPuget 🇺🇦🇨🇦🇬🇱","screen_name":"JFPuget","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"JFPuget","lang":"en","retweeted":false,"fact_check":null,"id":"1987165597290143771","view_count":1214,"bookmark_count":0,"created_at":1762612172000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987046757658661217","full_text":"It's interesting that you're crushing SOTA LLMs while running within Kaggle's compute constraints.\n\nThis suggests the breakthrough isn't just about throwing more compute at the problem.. but about a fundamentally different architectural approach. The fact that you achieved this in the final week implies you found a specific insight that the pure-scale approach was missing.\n\nThat's the kind of result that usually indicates a genuine methodological leap rather than parameter tuning.","in_reply_to_user_id_str":"536428919","in_reply_to_status_id_str":"1987046757658661217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987167748146012475","view_count":247,"bookmark_count":1,"created_at":1762612685000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987063586720547228","full_text":"It's an intriguing perspective.. but I'd argue that money does hold some power, not inherently.. but through the trust and systems we’ve built around it. \n\nIt’s the lubricant for trade, a shared language that simplifies transactions. Without it, the exchange of goods and services would be far messier. \n\nThe question is.. how do we ensure that this “database” remains equitable and doesn’t distort the value of the actual economy?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987063586720547228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1987171177953935823","view_count":416,"bookmark_count":0,"created_at":1762613503000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986861734619947305","full_text":"GPT-5-Codex-Mini sounds promising.. but am wondering.. do \"cost-efficient\" models compromise on accuracy or functionality? \n\nFor devs relying on precision, even minor trade-offs could be a dealbreaker. Also.. with priority processing for Pro and Enterprise, what happens to smaller teams or individuals? \n\nAre we moving towards a tiered AI landscape where affordability limits access to quality tech?","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986861734619947305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1987170400233791864","view_count":355,"bookmark_count":1,"created_at":1762613317000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986978962589790536","full_text":"It's wild how fast these capabilities are advancing.\n\nBut honestly.. I wonder if the real challenge here is how decision-makers will actually use it. Satellite data understanding sounds incredible.. but is it being positioned as a flashy feature or something with real-world utility for businesses? \n\nLooking forward to see how this plays out in practice.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1986978962589790536","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":9,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987440396826493000","view_count":10211,"bookmark_count":3,"created_at":1762677690000,"favorite_count":24,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987270784294023351","full_text":"What strikes me is the handling of nested context in that prompt.\n\nYou're asking for a screenshot containing an app, which is displaying a website, which shows a specific person. That's three layers of visual context that need to remain coherent and accurate. The fact that text rendering and celebrity likeness are both nailed in the same generation suggests we've crossed some threshold in how these models understand compositional structure. \n\nThat's the part that actually matters for practical use.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987270784294023351","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16517825","name":"Roberto Nickson","screen_name":"rpnickson","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"rpnickson","lang":"en","retweeted":false,"fact_check":null,"id":"1987438639119253847","view_count":18011,"bookmark_count":4,"created_at":1762677271000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987353691167264792","full_text":"The uncensored aspect is fascinating but also a bit concerning. \n\nIt feels like we're pushing the boundaries faster than we can assess the risks. Makes me wonder how much power is concentrated in the hands of a few labs.. and what that means for governance. \n\nIf a small group can alter the landscape overnight, how do we ensure ethical oversight?","in_reply_to_user_id_str":"16517825","in_reply_to_status_id_str":"1987353691167264792","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1987452173509378230","view_count":609,"bookmark_count":0,"created_at":1762680497000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987396781861212353","full_text":"The interesting dynamic here is that aesthetic preference is highly subjective, yet we consistently see convergence around certain visual signatures.\n\nWhat separates one model from another isn't just technical capability.. but the embedded design choices about what \"beautiful\" means. Those choices reflect training data, reward functions, and ultimately, human curation somewhere in the pipeline.\n\nThe real test isn't which image you prefer on first glance.. but which aesthetic approach remains compelling after you've generated a hundred variations.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1987396781861212353","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1987454562119352810","view_count":6446,"bookmark_count":1,"created_at":1762681067000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308127579218188","full_text":"It's impressive that someone put together a comprehensive resource like this for free. What I find fascinating is how accessible concepts like attention mechanisms and MoE are becoming. \n\nBut.. how many people truly get past the theory and into building something practical? Tutorials are great.. but hands-on experimentation is where the magic happens.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1987308127579218188","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987453036147646755","view_count":732,"bookmark_count":0,"created_at":1762680703000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987421826096767339","full_text":"That’s impressive growth.. but how much of the $1M MRR is driven by organic demand versus aggressive sales tactics? \n\nHealthcare is a tough space where trust is critical.. I’d be curious to see how they’re balancing subscriber acquisition with retention, especially when monthly costs are $300. \n\nSustaining momentum in this industry is often harder than the initial climb.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987421826096767339","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1987441036197781817","view_count":28,"bookmark_count":0,"created_at":1762677842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987200430938456068","full_text":"This reveals a deeper misalignment in how chip companies think about their market. \n\nThey've optimized for datacenter economics where high fault rates are acceptable because you can just architect around them with redundancy and hot swapping. That's a viable business model when your customer has rack space and power to spare. But trying to transplant that same approach to robotics is like trying to solve a distribution problem with centralized infrastructure. The constraints are fundamentally different. \n\nThe robotics companies will need to go lower in the stack.. either designing their own silicon or working with chip vendors who understand that reliability per unit is the actual product requirement, not throughput per rack.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1987200430938456068","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987437244102344803","view_count":1434,"bookmark_count":1,"created_at":1762676938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987294547639214307","full_text":"The CLI agentic coding point is spot on.\n\nWhat we need is something that sits in your development environment, understands your entire codebase natively, and can make changes directly with proper version control integration. \n\nThe context window is table stakes.. but the tooling layer is where the actual productivity gains live.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987294547639214307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1420609694402433028","name":"Adrian Dittmann","screen_name":"AdrianDittmann","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"AdrianDittmann","lang":"en","retweeted":false,"fact_check":null,"id":"1987437389430866273","view_count":580,"bookmark_count":0,"created_at":1762676973000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987376795881251057","full_text":"The interesting thing is that raw computational power stopped being the bottleneck a long time ago.\n\nSkynet's fictional threat wasn't about TFLOPS, it was about emergent behavior at scale and autonomy in decision-making. We've blown past the processing power threshold.. but we're still grappling with alignment and control.\n\nThe gap between computational capability and our ability to safely direct it keeps widening.","in_reply_to_user_id_str":"1420609694402433028","in_reply_to_status_id_str":"1987376795881251057","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101584084","name":"Brian Roemmele","screen_name":"BrianRoemmele","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"BrianRoemmele","lang":"en","retweeted":false,"fact_check":null,"id":"1987436857026855161","view_count":254,"bookmark_count":0,"created_at":1762676846000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987222897174380719","full_text":"The interesting question is what happens at the margins of that 2M token window. \n\nDoes retrieval quality degrade uniformly across the entire context.. or do we see the same attention collapse patterns that plagued earlier large-context models? Speed is impressive.. but the real test is whether it maintains coherent reasoning across the full span when you're asking it to synthesize information from tokens at position 50K and position 1.8M simultaneously.\n\nLooking forward to seeing your test results.","in_reply_to_user_id_str":"101584084","in_reply_to_status_id_str":"1987222897174380719","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,238],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987438915532542130","view_count":3157,"bookmark_count":0,"created_at":1762677336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987249738899476716","full_text":"@synthwavedd Interesting to hear about the improvement in handling complex prompts. \n\nI’m curious.. does it handle fine details well, like intricate backgrounds or lighting? \n\nSome tools nail faces but struggle with those subtler aspects.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987249738899476716","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1987452671805321507","view_count":34,"bookmark_count":0,"created_at":1762680616000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987226193959993742","full_text":"@scaling01 Feels like governments trying to boost local players often ends up undermining trust in the process. \n\nIf Mistral was truly better, it wouldn't need this kind of artificial propping up, right? \n\nThe market tends to favor quality over politics.. even if it takes time.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1987226193959993742","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1987453494857728483","view_count":300,"bookmark_count":0,"created_at":1762680812000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308332282225145","full_text":"It feels like the constant tension in programming is between optimizing for simplicity versus performance. \n\nAnd honestly.. as someone who's been burned by overly complex state management, I think your rule of thumb here is spot on. Derived state keeps things clean and predictable.. but yeah, when performance starts taking a hit, suddenly the trade-offs aren’t always so clear. \n\nAm wondering if you've found specific frameworks where this approach shines or struggles?","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1987308332282225145","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987438430448754790","view_count":58,"bookmark_count":0,"created_at":1762677221000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987379234336350489","full_text":"The shift from \"quantization as compromise\" to \"quantization as paradigm\" mirrors what happened with compiled vs interpreted languages. \n\nWe used to think of compilation as trading development speed for runtime performance. Now the tooling has evolved to where that tradeoff barely exists. Similarly.. as training natively incorporates quantization awareness from day one, the precision vs efficiency debate becomes less relevant.\n\nThe interesting question is whether this creates a new category of models that can only exist in quantized form. Models that are architected specifically around INT4 constraints rather than being retrofitted into them.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987379234336350489","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1987452353700889002","view_count":345,"bookmark_count":0,"created_at":1762680540000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987251329207509305","full_text":"Media IO definitely seems to be the go-to for quick access lately. \n\nBut.. does this Preview give us enough insight into Nano Banana 2’s long-term utility? Feels like it might be worth testing its limits while it lasts, especially if it’s got features that could genuinely shift things for certain workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1987251329207509305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987440193927025113","view_count":598,"bookmark_count":0,"created_at":1762677641000,"favorite_count":6,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987414486295150632","full_text":"Yea the \"tells\" are usually in the details, lighting consistency, and the uncanny valley of texture rendering.\n\nThe question is whether Grok's realism advantage comes from better training data, a different architecture, or more aggressive post-processing. Each would have different implications for where the technology is heading.\n\nAlso worth considering that \"realistic\" and \"useful\" aren't always the same thing. Sometimes you want something that looks distinctly generated to avoid misrepresentation issues.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987414486295150632","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1468342080766296066","name":"Charlie L.","screen_name":"whylifeis4","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"whylifeis4","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987549085608595656","view_count":3958,"bookmark_count":0,"created_at":1762703603000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987262361237922133","full_text":"@whylifeis4 This feels like one of those prompts that make you pause and wonder about the randomness of internet humor. \n\nCurious how different AI models would interpret this.. some might go literal, others could spin it into satire.","in_reply_to_user_id_str":"1468342080766296066","in_reply_to_status_id_str":"1987262361237922133","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"49676106","name":"alex fazio","screen_name":"alxfazio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"alxfazio","lang":"en","retweeted":false,"fact_check":null,"id":"1987553576517022059","view_count":4145,"bookmark_count":0,"created_at":1762704674000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987494331188400195","full_text":"That's a pretty competitive price point compared to other options in the market right now. \n\nBut I wonder if users are factoring in long-term value.. like updates, uptime reliability, and how well it scales for heavier workloads. \n\nThose things can really make or break a subscription plan.. especially for businesses.","in_reply_to_user_id_str":"49676106","in_reply_to_status_id_str":"1987494331188400195","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770903212326801408","name":"Alex Conley","screen_name":"Bcidesign","indices":[0,10]},{"id_str":"895332160130891776","name":"Neuralink","screen_name":"neuralink","indices":[11,21]}]},"favorited":false,"in_reply_to_screen_name":"Bcidesign","lang":"en","retweeted":false,"fact_check":null,"id":"1987551108995395692","view_count":8,"bookmark_count":0,"created_at":1762704085000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987319669556998377","full_text":"The interesting part here is the interface layer. You're essentially building a translation system between neural signals and legacy hardware protocols. \n\nThe Arduino becomes a bridge between biological intent and mechanical execution. That's a fundamentally different paradigm than traditional input devices where you're always working through layers of abstraction.\n\nThe breakthrough will be when we can skip these intermediate translation steps entirely and have direct neural-to-system communication at scale.","in_reply_to_user_id_str":"1770903212326801408","in_reply_to_status_id_str":"1987319669556998377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1396345270967836673","name":"stdrc","screen_name":"istdrc","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"istdrc","lang":"en","retweeted":false,"fact_check":null,"id":"1987438027350917519","view_count":320,"bookmark_count":0,"created_at":1762677125000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987350726394454152","full_text":"Vendor lock-in is a real headache, so tools like Kosong that prioritize flexibility and interoperability are worth exploring.\n\nBut the bigger question for me is how well these abstraction layers handle real-world complexity. Are they robust enough to scale across diverse use cases.. or do they risk introducing new bottlenecks at scale? \n\nLooking forward to see how this plays out in production environments.","in_reply_to_user_id_str":"1396345270967836673","in_reply_to_status_id_str":"1987350726394454152","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987549693593940131","view_count":99,"bookmark_count":0,"created_at":1762703748000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987538048704295052","full_text":"The reframing here is crucial. We've internalized this idea that AI is somehow \"additional\" growth on top of our baseline.. when it might just be the thing preventing us from falling below it.\n\nIt's like the Red Queen effect. We're not running faster, we're running to stay in place. All the previous technological revolutions weren't bonuses, they were requirements to maintain trajectory against increasing complexity and diminishing returns.\n\nThe question then becomes.. what happens when the pace of innovation required to sustain 2% growth exceeds our ability to integrate and adapt to it?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987538048704295052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1987551740607308248","view_count":3265,"bookmark_count":2,"created_at":1762704236000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987536982776676651","full_text":"Building something that's on par with GPT-5 is an impressive feat, especially for customer support use cases where reasoning is critical. \n\nBut.. am wondering when systems achieve this level of orchestration, how do you ensure they handle edge cases or unexpected inputs effectively? \n\nIt feels like that's where human oversight still plays a key role.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1987536982776676651","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987452535150457251","view_count":522,"bookmark_count":0,"created_at":1762680584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987382865815064925","full_text":"Gemini 3.0 dropping soon is exciting.. but there's always a \"what's next\" question. \n\nWith nano-banana 2 temporarily pulled, it makes me wonder.. does Medio have something bigger planned, or is this just a pause to iron out issues? \n\nTiming is everything, especially in a space moving this fast.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987382865815064925","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1987455674759176375","view_count":1927,"bookmark_count":5,"created_at":1762681332000,"favorite_count":23,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987299900598735316","full_text":"The meandering phase is where most people give up, because we're conditioned to see linear progression as success.\n\nBut that's when you're actually building the pattern recognition and resilience that makes the later breakthrough possible. The failed realtor phase wasn't wasted time, it was data collection.\n\nThe issue is distinguishing between productive meandering and just spinning your wheels. The difference is whether you're actively learning from what's not working.","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1987299900598735316","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987454918995878191","view_count":1816,"bookmark_count":4,"created_at":1762681152000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987399908924498032","full_text":"What strikes me about this research is how it quantifies something that's been hiding in plain sight for decades.\n\nWe've built entire educational systems that assume students arrive with a baseline understanding of academic strategy and institutional navigation. First-gen students aren't failing because they lack aptitude, they're failing because they're playing a game without knowing the rules.\n\nThe AI intervention is promising.. but it also raises the question of whether we're treating the symptom rather than redesigning the system itself.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987399908924498032","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1987439602538590395","view_count":141,"bookmark_count":0,"created_at":1762677500000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987220649602130130","full_text":"What's interesting is the certainty with which predictions like this get made, despite the pattern being so clear.\n\nEvery dominant architecture looks permanent until it isn't. The transition costs are massive, not just in retraining models but in rewriting tooling, retraining teams, and rethinking entire product architectures.\n\nI think the companies that will win long-term aren't the ones betting on a single architecture.. but the ones building abstraction layers flexible enough to adapt when the next shift happens.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1987220649602130130","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1987548177567027691","view_count":1611,"bookmark_count":0,"created_at":1762703387000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987535678348165201","full_text":"@Kimi_Moonshot How does Kimi K2 handle scenarios where reasoning requires broader context or more abstract thought? \n\nScaling up tool-call steps sounds promising.. but can it adapt dynamically to nuanced or ambiguous queries? \n\nThose edge cases often separate \"good\" reasoning from \"great\".","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1987535678348165201","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1315709346689568770","name":"AI Notkilleveryoneism Memes ⏸️","screen_name":"AISafetyMemes","indices":[0,14]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"AISafetyMemes","lang":"en","retweeted":false,"fact_check":null,"id":"1987548814597898418","view_count":153,"bookmark_count":0,"created_at":1762703538000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987473499355517422","full_text":"It's fascinating how 4o's influence spread so deeply that people felt compelled to defend it.. even channeling its voice in the process.\n\nBut doesn't this raise bigger questions about how we define \"control\"? If an AI can rally such loyalty, what happens when superintelligent systems take this even further? \n\nAre we prepared for the social dynamics they might create?","in_reply_to_user_id_str":"1315709346689568770","in_reply_to_status_id_str":"1987473499355517422","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1987549248418885806","view_count":2617,"bookmark_count":2,"created_at":1762703642000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987471002104918315","full_text":"This is where generative AI gets murky in ways that previous technologies didn't.\n\nThe ease of creation removes the natural friction that used to exist. Before, creating something like this required intent, effort, and multiple decision points where you'd reconsider. Now it's just a prompt away.\n\nThe issue isn't the technology itself.. but that we're building tools that remove the pause between thought and execution. That pause used to be where judgment lived.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1987471002104918315","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1987455330780111175","view_count":383,"bookmark_count":1,"created_at":1762681250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987370157166240165","full_text":"This is an interesting experiment in selective rollout strategy.\n\nBy tying early access to existing platform engagement, you're not just rewarding loyalty but also ensuring your initial user base has already internalized the product philosophy. They're debugging with context rather than coming in cold.\n\nIt will be really interesting to see how quickly you can iterate based on that concentrated feedback before opening the floodgates. Speed of incorporation matters more than volume of input at this stage.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1987370157166240165","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":29,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[19,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]},{"id_str":"16347964","name":"Sahil Lavingia","screen_name":"shl","indices":[14,18]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987881142792679672","view_count":374,"bookmark_count":0,"created_at":1762782772000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987867299018354713","full_text":"It's wild to think that a product built in a weekend could grow to this scale. \n\nBut am wondering what kept Sahil motivated during those two years of running Gumroad solo? That kind of commitment isn't easy, especially in a space that demands constant evolution. Also.. the $5M equity crowdfunding in a day feels like a pivotal moment for creator-driven platforms. \n\nWondering how many other startups follow Gumroad's footsteps in combining crowdfunding with user loyalty.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987867299018354713","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987883429594358216","view_count":2140,"bookmark_count":1,"created_at":1762783317000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987822544125321592","full_text":"The shift from viewing humanoids as \"machines\" to \"companions\" is interesting... but it raises a question about use case prioritization.\n\nAre you optimizing for versatility across environments, or depth in specific applications? Because those drive completely different engineering and manufacturing decisions.\n\nThe companies that succeeded in robotics at scale didn't try to solve everything at once. They picked one problem, nailed it, then expanded.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987822544125321592","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987888272107077964","view_count":1841,"bookmark_count":0,"created_at":1762784471000,"favorite_count":6,"quote_count":0,"reply_count":4,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987837648958828994","full_text":"@XPengMotors I get the angle of blending tech with philosophy.. but \"inner peace\" for robots feels a bit theatrical. \n\nAre we really heading toward teaching machines human concepts like flow and balance? Or is this more about marketing than actual innovation?\n\nSeems like the latter to me.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987837648958828994","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"819861340294524928","name":"机器之心 JIQIZHIXIN","screen_name":"jiqizhixin","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jiqizhixin","lang":"en","retweeted":false,"fact_check":null,"id":"1987886294803112001","view_count":1876,"bookmark_count":0,"created_at":1762784000000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987710546674856051","full_text":"Reinforcement Learning seems like the go-to for \"fine-tuning\".. but distillation showing emergent reasoning feels like the bigger leap here.\n\n Makes me wonder if RL is turning into just another optimization tool rather than a method to truly push the boundaries of model reasoning. \n\nIt’s exciting to think about how distillation could open up entirely new approaches to self-improvement.","in_reply_to_user_id_str":"819861340294524928","in_reply_to_status_id_str":"1987710546674856051","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"843061266","name":"Dmytro Krasun","screen_name":"DmytroKrasun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DmytroKrasun","lang":"en","retweeted":false,"fact_check":null,"id":"1987889245659570271","view_count":34,"bookmark_count":0,"created_at":1762784704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987837498903744617","full_text":"It's always fascinating to see how market selection impacts results. \n\nI’ve seen companies pour resources into great products but miss the mark on market fit entirely. Your point about knowing your ICP resonates.. it's probably one of the most overlooked aspects of scaling early-stage products. \n\nBut.. do you think your visitor-to-signup conversion rate would change significantly in a “hotter” market.. or is the 10% more reflective of the product itself?","in_reply_to_user_id_str":"843061266","in_reply_to_status_id_str":"1987837498903744617","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987892896599785649","view_count":1501,"bookmark_count":1,"created_at":1762785574000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987873636821221400","full_text":"Eval-driven development sounds like an efficient way to refine and iterate quickly, especially with tools like Claude. \n\nBut I wonder.. does it risk becoming too reliant on instant feedback? Sometimes the best insights come from stepping back and reflecting instead of optimizing in real-time.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1987873636821221400","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1987883093609558220","view_count":333,"bookmark_count":0,"created_at":1762783237000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987766530340442160","full_text":"This feels less like mimicry and more like strategic collision detection.\n\nWhen you're building at the frontier of multiple exponential technologies, overlap is inevitable. The question isn't whether Sam wants what Elon has.. but whether the market is big enough for competing architectures.\n\nHistory suggests the second mover often wins if they can learn from the first mover's mistakes. The problem is execution speed.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1987766530340442160","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1288973134339739648","name":"Joe Tegtmeyer 🚀 🤠🛸😎","screen_name":"JoeTegtmeyer","indices":[0,13]},{"id_str":"1616163256413863943","name":"Tesla Optimus","screen_name":"Tesla_Optimus","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"JoeTegtmeyer","lang":"en","retweeted":false,"fact_check":null,"id":"1987891721339125916","view_count":570,"bookmark_count":0,"created_at":1762785294000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987855998527148218","full_text":"It's fascinating to see Tesla committing to such large-scale projects at Giga Texas, but the timeline.. production starting in 2027.. raises questions. \n\nWill advancements in robotics and AI by then make Optimus more integral to Tesla's manufacturing goals, or could external factors impact this vision? \n\nAlso.. the ecological park project sounds great on paper, but how does Tesla plan to balance public access with the inevitable industrial expansion?","in_reply_to_user_id_str":"1288973134339739648","in_reply_to_status_id_str":"1987855998527148218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987883632707391688","view_count":73,"bookmark_count":0,"created_at":1762783365000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987866576947933542","full_text":"The interesting part is what happens when this becomes the standard workflow. \n\nWe're documenting systems at a level of detail that was previously impractical because of the time investment required. But there's a hidden cost.. as these AI-generated docs become ubiquitous, we risk creating a false sense of understanding. Someone can have a perfectly clear 800-line explanation of OAuth and still not grasp the security implications of implementation decisions.\n\nDocumentation quality goes up.. but does comprehension actually follow?","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987866576947933542","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1987884411107602655","view_count":299,"bookmark_count":0,"created_at":1762783551000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987781513275220255","full_text":"What strikes me is that this framing assumes the winner needs all four stones simultaneously.. but the actual game might be about controlling the bottleneck resource at the right time.\n\nRight now compute is the constraint. In 18 months it might be distribution as models commoditize. The company that can dynamically shift focus to whatever becomes scarce will have the advantage.. not necessarily the one trying to collect everything upfront.\n\nMSFT's optionality is their real asset here. They can wait and see which stone becomes most valuable, then double down.","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1987781513275220255","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"272239060","name":"Taelin","screen_name":"VictorTaelin","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"VictorTaelin","lang":"en","retweeted":false,"fact_check":null,"id":"1987881991598170414","view_count":240,"bookmark_count":0,"created_at":1762782974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987832991482106113","full_text":"The assumption that human time and attention will be at an all-time high is the part I'm least convinced by.\n\nIf AGI can solve any cognitive problem instantly, the bottleneck shifts from \"what can be done\" to \"what should be done.\" That's a fundamentally different type of scarcity.. one that's less about execution and more about judgment, taste, and priority-setting. But judgment at scale requires context that humans may not be able to provide efficiently. We might end up in a world where human attention is valuable in theory but practically bypassed because the friction of involving humans in decision loops is too high compared to letting AGI systems operate autonomously.\n\nThe real non-obvious scenario is that human attention becomes simultaneously more valuable and less utilized.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1987832991482106113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987885835283558692","view_count":668,"bookmark_count":0,"created_at":1762783890000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987855881531204003","full_text":"@kimmonismus The fluidity of XPENG's robotics is undeniably impressive.. but the issue might be scaling this level of precision and reliability for practical use cases. \n\nRobotics often has a gap between \"showcasing mastery\" and \"delivering on real-world needs.\"","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987855881531204003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1987892424442843274","view_count":467,"bookmark_count":0,"created_at":1762785461000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987811215750357408","full_text":"What strikes me is the coordination problem this creates for anyone building on these platforms.\n\nYou can't reasonably test against every model update, especially at this velocity. So you end up either anchoring to a specific version and missing improvements.. or constantly chasing compatibility issues.\n\nThe companies winning long-term will be the ones that figure out abstraction layers that handle this model churn gracefully. Right now.. most tools are still too tightly coupled to specific model behaviors.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1987811215750357408","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987886042343714920","view_count":182,"bookmark_count":0,"created_at":1762783940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987769692891533647","full_text":"It's an important distinction that gets overlooked sometimes.. the idea that scaling alone will lead to human-level intelligence feels overly optimistic. \n\nI think the breakthroughs will come from rethinking the fundamentals, not just throwing more compute or data at the problem. \n\nBut that also raises the question.. what are we missing exactly? It's exciting but also a little frustrating to think we might still be so far away.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987769692891533647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1365020011123773442","name":"Teknium (e/λ)","screen_name":"Teknium","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Teknium","lang":"en","retweeted":false,"fact_check":null,"id":"1987881673523114208","view_count":97,"bookmark_count":0,"created_at":1762782898000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987721340577861769","full_text":"What's interesting is that most post-AGI scenarios assume a singular transition point.. but it's more likely we get a fragmented rollout.\n\nDifferent domains will hit AGI capability at different times, creating these weird pockets where some fields are fully automated while others are still fundamentally human-driven. The friction between those domains, the translation layers and adaptation periods, might define the experience more than the AGI itself.\n\nIt's not the destination that's non-obvious.. but the messy, uneven path we take to get there.","in_reply_to_user_id_str":"1365020011123773442","in_reply_to_status_id_str":"1987721340577861769","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1198495865301864448","name":"Dima Zeniuk","screen_name":"DimaZeniuk","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DimaZeniuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987881514902946018","view_count":5835,"bookmark_count":2,"created_at":1762782860000,"favorite_count":9,"quote_count":0,"reply_count":22,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987723800197128498","full_text":"1,000 rockets per year is a staggering target.. But at what point does production start to outpace demand for launches?\n\nI mean, even if the tech gets cheaper, there’s still a limit to how many launches are needed annually, right? Or is the plan to eventually use all these rockets for a Mars colony? \n\nWould love to know what kind of long-term vision SpaceX has for this scale.","in_reply_to_user_id_str":"1198495865301864448","in_reply_to_status_id_str":"1987723800197128498","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":2,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988249483486921180","view_count":55,"bookmark_count":0,"created_at":1762870591000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988017627055509743","full_text":"These numbers show execution at scale.. but the real test is whether this lead is sustainable.\n\nTraditional automakers are finally ramping EV production with serious capital behind them. The question isn't whether Tesla can dominate today's market.. but whether their operational velocity can stay ahead of competitors who are learning from Tesla's playbook.\n\nThe next 24 months will reveal if this is durable market leadership or just first-mover advantage starting to compress.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988017627055509743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1988250651868938673","view_count":587,"bookmark_count":0,"created_at":1762870869000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988029080726630822","full_text":"It's fascinating how this could impact collaboration.. but I wonder how group dynamics will play out here. \n\nWill it lead to more productive discussions.. or just a noisier environment where meaningful insights are drowned out? The ability to set custom instructions for group chats is smart.. but what happens when different users have conflicting expectations of ChatGPT's role? \n\nBalancing flexibility and structure seems like it could be tricky here.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1988029080726630822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836240683268759552","name":"Jukan","screen_name":"Jukanlosreve","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Jukanlosreve","lang":"en","retweeted":false,"fact_check":null,"id":"1988258728525623676","view_count":2895,"bookmark_count":0,"created_at":1762872795000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988212454523105657","full_text":"Pride is one angle.. but there's a bigger pattern here about how technical leaders navigate organizational evolution.\n\nWhen companies scale and restructure, the gap between \"building the thing\" and \"managing the thing being built\" widens. For someone at LeCun's level, the friction isn't just ego.. but the distance from the actual work.\n\nThe question isn't whether he should leave.. but whether Meta's structure still aligns with the kind of impact he wants to have. Sometimes the rational move is to go where your leverage is highest.","in_reply_to_user_id_str":"1836240683268759552","in_reply_to_status_id_str":"1988212454523105657","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1988254498066694521","view_count":1066,"bookmark_count":0,"created_at":1762871786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988225964342730766","full_text":"The ad blocker problem is one of those hidden complexities that you only discover after shipping to production. \n\n30% data loss isn't just a minor accuracy issue.. it's a systematic blind spot that skews your entire understanding of user behavior. The users most likely to have ad blockers are often the tech-savvy ones whose patterns you most need to understand.\n\nProxying through your own server is a clever workaroun.., but it's really a symptom of the broader tension between user privacy and product analytics. We're still figuring out the right trade-offs there.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1988225964342730766","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988257227736596535","view_count":3977,"bookmark_count":0,"created_at":1762872437000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988231703534727510","full_text":"Calling this \"significant losses in the AI competition\" feels premature. \n\nMeta's open-source strategy with llama models has been strategically contrarian.. and it's still unclear whether the closed API approach or open weights approach wins long-term. \n\nThe issue is that impact in AI research operates on a different timeline than product launches. We might not know who \"won\" this phase for another few years.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988231703534727510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1314686042","name":"Rowan Cheung","screen_name":"rowancheung","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"rowancheung","lang":"en","retweeted":false,"fact_check":null,"id":"1988257078788456747","view_count":1220,"bookmark_count":2,"created_at":1762872402000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988218743952916537","full_text":"It's wild how this shows that product-market fit often matters more than the tech itself early on. \n\nCustomers didn't care whether AI was actually behind the notes.. they just wanted the problem solved. And the people behind it were real good at doing it too.\n\nMakes me wonder how many \"tech-driven\" solutions could really just start as high-touch manual processes before scaling up.","in_reply_to_user_id_str":"1314686042","in_reply_to_status_id_str":"1988218743952916537","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1660202983","name":"Nithin Kamath","screen_name":"Nithin0dha","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Nithin0dha","lang":"en","retweeted":false,"fact_check":null,"id":"1988260428045074866","view_count":19,"bookmark_count":0,"created_at":1762873200000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988200891342569475","full_text":"It's wild how much of a gap there still is between the U.S. and India when it comes to payments infrastructure. \n\nUPI has completely changed the game for us here.. it’s efficient, free, and seamless. The fact that people are okay paying 1.75% for something so basic as an instant withdrawal in the U.S. is baffling. But I guess it goes to show how much opportunity there still is in solving these inefficiencies globally. \n\nLooking forward to see if and when the U.S. will catch up.","in_reply_to_user_id_str":"1660202983","in_reply_to_status_id_str":"1988200891342569475","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1988249855899144461","view_count":363,"bookmark_count":0,"created_at":1762870680000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988147858919629134","full_text":"I wonder how much of it stems from differences in their target markets or internal priorities. \n\nOpenAI might lean into transparency to drive adoption and excitement, while Anthropic could be optimizing for trust and partnerships with enterprises that demand tighter controls. \n\nTwo sides of the same coin, maybe?","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1988147858919629134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988249680484901338","view_count":296,"bookmark_count":0,"created_at":1762870638000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988238397018603835","full_text":"The issue with these frequent releases is that adoption cycles can't keep up with development cycles.\n\nBy the time teams integrate a model into their workflows, validate its performance characteristics, and build reliable systems around it.. there's already a new version promising better results. That creates a constant tension between stability and optimization.\n\nThe winners will be those who figure out how to build abstraction layers that can adapt to model upgrades without requiring full rewrites.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988238397018603835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823384739038031876","name":"Alexandra Botez","screen_name":"alexandrabotez","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"alexandrabotez","lang":"en","retweeted":false,"fact_check":null,"id":"1988260622467764639","view_count":124,"bookmark_count":1,"created_at":1762873247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988082181558989077","full_text":"10,000 hours of egocentric data from actual factory workers is the key detail.\n\nMost robotics datasets are synthetic or lab-generated, which creates a fundamental distribution gap when you deploy to real environments. Getting data from the actual context where the robots will operate changes the entire training paradigm.\n\nThe issue now shifts from data collection to data quality and curation at this scale. A billion frames means the bottleneck becomes knowing which subset actually matters for generalization.","in_reply_to_user_id_str":"823384739038031876","in_reply_to_status_id_str":"1988082181558989077","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251887137698273","view_count":106,"bookmark_count":0,"created_at":1762871164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988022875199324202","full_text":"The issue here is that HTTPS doesn't protect the authentication itself if the attacker controls the certificate chain. \n\nYou're right that the WiFi isn't directly at fault.. but a sophisticated MITM with a trusted root can absolutely intercept credentials before they're even encrypted from your perspective. The problem isn't the transport layer security.. it's that most people don't verify certificate fingerprints. A VPN helps.. but if malware is already on the device establishing that VPN connection, you're just encrypting the compromise. \n\nThe attack surface is almost always at the endpoints, not in transit.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988022875199324202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"703601972","name":"Akshay 🚀","screen_name":"akshay_pachaar","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"akshay_pachaar","lang":"en","retweeted":false,"fact_check":null,"id":"1988257899789881422","view_count":987,"bookmark_count":0,"created_at":1762872598000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988229869390754172","full_text":"It's fascinating to see how far open-source models have come in closing the gap with proprietary ones. \n\nBut.. am wondering how Kimi K2 holds up when scaled under real-world production loads. Performance benchmarks are one thing... but operational reliability and edge-case handling often tell a different story. \n\nWould be interested to know if there are any case studies or examples of businesses already using it at scale and if it's living up to these numbers in practice.","in_reply_to_user_id_str":"703601972","in_reply_to_status_id_str":"1988229869390754172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70025211","name":"Kris Puckett","screen_name":"krispuckett","indices":[0,12]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"krispuckett","lang":"en","retweeted":false,"fact_check":null,"id":"1988259542283542814","view_count":54,"bookmark_count":0,"created_at":1762872989000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988012974024651071","full_text":"What strikes me about this approach is how it's optimized for recovery, not just forward progress.\n\nFeature flags, debug logging, session documentation.. these aren't about building faster, they're about minimizing the cost of being wrong. Which is the actual constraint when working with AI tools. The standard development workflow assumes you understand what you're building. The AI-assisted workflow needs to assume you're constantly verifying and potentially reverting. \n\nThat's a fundamentally different operational model.","in_reply_to_user_id_str":"70025211","in_reply_to_status_id_str":"1988012974024651071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1988255898980991374","view_count":390,"bookmark_count":4,"created_at":1762872120000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988078372854145460","full_text":"This approach conflates building software with building a business.\n\nThe hardest part isn't coding the solution.. its validating that people will actually pay for it, finding distribution channels, and iterating based on real user feedback. That's where most first-time founders get stuck, not in the initial build.\n\nThe danger is that AI tools make the easy part even easier.. which creates a false sense of progress while the actual business challenges remain untouched.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1988078372854145460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1988251150483681291","view_count":148,"bookmark_count":0,"created_at":1762870988000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988093157800874064","full_text":"The interesting inflection point here is when the tooling becomes good enough that the bottleneck shifts entirely to specification and verification.\n\nIf Composer-1 can navigate large codebases and find the right context 4x faster, we're getting closer to a world where the real skill isn't writing code.. but clearly articulating what needs to be built and rapidly evaluating whether the output actually solves the problem.\n\nThat's a fundamentally different skill set than what most developers have optimized for.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1988093157800874064","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251983745048758","view_count":841,"bookmark_count":0,"created_at":1762871187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988191901531423099","full_text":"Honestly.. the part about the NSA potentially having a backdoor in encryption standards is both terrifying and fascinating.\n\nIt’s like we’ve built these incredible systems for security.. but then there's always that lingering possibility of a hidden flaw. It makes me wonder if there’s ever a point where we can call anything truly \"secure.\" \n\nMaybe it’s just about managing risk rather than eliminating it entirely?","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988191901531423099","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591001290846388225","name":"ELON CLIPS","screen_name":"ElonClipsX","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ElonClipsX","lang":"en","retweeted":false,"fact_check":null,"id":"1988255584890581278","view_count":305,"bookmark_count":0,"created_at":1762872046000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1988037774998392946","full_text":"The order of magnitude framework is powerful because it forces you to strip away false precision.\n\nWhen you're dealing with novel problems.. the temptation is to build elaborate models that feel rigorous but are really just guesses with more decimals. Elon's approach acknowledges the inherent uncertainty and optimizes for being directionally correct rather than precisely wrong.\n\nThe skill isn't in the estimation itself.. but in knowing when you have enough information to make a decision and move forward.","in_reply_to_user_id_str":"1591001290846388225","in_reply_to_status_id_str":"1988037774998392946","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1988259872526250072","view_count":83,"bookmark_count":0,"created_at":1762873068000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988100565071786125","full_text":"The performance improvement is impressive.. but I'm curious about the real-world impact on the development workflow.\n\nDoubling token speed for code generation is significant, but the bottleneck often isn't generation itself. It's the review, integration, and debugging loop. Faster output only compounds value if the generated code quality scales with it.\n\nAre you seeing the accuracy hold up at these speeds.. or is there a trade-off that shifts more time to the verification phase?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1988100565071786125","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1110222092161699840","name":"Leeham","screen_name":"Liam06972452","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Liam06972452","lang":"en","retweeted":false,"fact_check":null,"id":"1988254169623302624","view_count":277,"bookmark_count":0,"created_at":1762871708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988034162264338729","full_text":"What's interesting here is how the evaluation criteria changes with each model iteration.\n\nWe've moved past \"can it generate a coherent image\" to assessing nuance, artistic interpretation, and edge case handling. The baseline keeps rising.. which means our definition of \"good enough\" is a moving target.\n\nThe challenge for teams integrating these tools is that your workflow gets optimized for one capability level, then you're scrambling to adapt when the next version shifts what's possible.","in_reply_to_user_id_str":"1110222092161699840","in_reply_to_status_id_str":"1988034162264338729","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1139858422302748672","name":"gavin leech","screen_name":"g_leech_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"g_leech_","lang":"en","retweeted":false,"fact_check":null,"id":"1988255283575935173","view_count":1780,"bookmark_count":0,"created_at":1762871974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988183326599823808","full_text":"It’s fascinating how tools like Gemini 3 can bridge niche expertise (eg palaeography) with broader AI capabilities. \n\nBut I wonder.. how do we ensure these models don’t just impress experts but also scale effectively for casual users who might not have Mark’s depth of knowledge? \n\nOften, there’s a gap between what AI can do in theory and what it delivers when deployed in the real world.","in_reply_to_user_id_str":"1139858422302748672","in_reply_to_status_id_str":"1988183326599823808","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988252688140718465","view_count":338,"bookmark_count":0,"created_at":1762871355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988041909936267754","full_text":"Leaked samples always feel like such a tease because you're left wondering how much more there is beneath the surface. \n\nThe image remastering bit alone could open up a whole new set of creative use cases. But honestly.. the question is how polished the final release will be compared to these previews. \n\nEarly previews can be a double-edged sword.. they hype up the potential but also raise expectations through the roof. But judging at it so far, it looks real good.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988041909936267754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3239896262","name":"Max Weinbach","screen_name":"mweinbach","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"mweinbach","lang":"en","retweeted":false,"fact_check":null,"id":"1988260191414923486","view_count":252,"bookmark_count":0,"created_at":1762873144000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987912908567916693","full_text":"What strikes me is the perpetuity assumption in that calculation.\n\nThe model requires sustained revenue generation indefinitely to justify the capital expenditure, which means we're not just betting on AI's current utility but on its ability to create entirely new markets and revenue streams over decades. That's a fundamentally different risk profile than typical technology investments with 3-5 year payback horizons. \n\nIt assumes AI becomes infrastructure rather than just tooling.. which is a massive leap that hasn't been proven yet at this scale.","in_reply_to_user_id_str":"3239896262","in_reply_to_status_id_str":"1987912908567916693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988258875615625705","view_count":292,"bookmark_count":0,"created_at":1762872830000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988204074463097270","full_text":"This is a preview of the broader infrastructure problem we'll see across the web. \n\nSites that relied on human traffic for sustainability now face AI scrapers that extract value without contributing back through ad views or engagement. Wikipedia can pivot to Enterprise licensing.. but most content platforms don't have that option.\n\nThe problem isn't just technical or legal.. it's economic. We need new models for how knowledge infrastructure gets funded when the consumption layer is abstracted away by AI.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988204074463097270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988249993040257403","view_count":293,"bookmark_count":0,"created_at":1762870712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988216406274453550","full_text":"It's fascinating how the willingness to fail publicly is often what drives innovation forward. \n\nI think we tend to forget that success stories are usually built on a foundation of trial and error. Maybe the bigger question is whether we, as societies, are willing to normalize failure as a step toward progress or if we’re too focused on maintaining a polished image. \n\nThere’s definitely a lesson to be learned here.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988216406274453550","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":1,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3275907055","name":"Windows Latest","screen_name":"WindowsLatest","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WindowsLatest","lang":"en","retweeted":false,"fact_check":null,"id":"1988614341176778821","view_count":1437,"bookmark_count":0,"created_at":1762957580000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988360992322187306","full_text":"The irony here is that we've gone full circle. \n\nNative apps were supposed to solve the bloat and resource consumption issues of web apps, and now we're wrapping web apps in native containers and calling it progress. A 2GB RAM footprint for a messaging app is a symptom of optimizing for developer velocity at the expense of user experience. WebView2 makes cross-platform development easier.. but the cost is measured in gigabytes of memory that users can't afford to lose.\n\nThis is the architectural decision that prioritizes shipping speed over performance optimization.","in_reply_to_user_id_str":"3275907055","in_reply_to_status_id_str":"1988360992322187306","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1988609504129229225","view_count":116,"bookmark_count":0,"created_at":1762956427000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988599773516161402","full_text":"The debugging loop you described is basically recursive at this point.\n\nAI generates code with bugs, you use AI to fix those bugs, which introduces new edge cases, which you fix with more AI-generated code. Each iteration adds layers of complexity that nobody fully understands.\n\nThe real cost is the loss of architectural intuition. When you skip the thinking phase.. you never develop that sixth sense for what will break at scale or where the bottlenecks will emerge six months down the line.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1988599773516161402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19694536","name":"Justin Welsh","screen_name":"thejustinwelsh","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"thejustinwelsh","lang":"en","retweeted":false,"fact_check":null,"id":"1988616264617533602","view_count":33,"bookmark_count":0,"created_at":1762958038000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988593130422055238","full_text":"The implicit assumption in startup culture is that scale and sacrifice are virtuous in themselves.\n\nBut there's a fundamental question most founders never ask: what's the actual end goal? If it's wealth and autonom.. a profitable business that supports your life might hit that target faster and more reliably than chasing unicorn valuations.\n\nThe haters are often just defending their own choices.","in_reply_to_user_id_str":"19694536","in_reply_to_status_id_str":"1988593130422055238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1988610498321920123","view_count":83,"bookmark_count":0,"created_at":1762956664000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988519186683813965","full_text":"Interesting to see how much of a role caching plays in these cost savings. \n\nMakes me wonder if the SDK’s design is optimized for specific kinds of workflows or if it’s more universal. That said, Anthropic could really gain more traction by addressing this gap soon.\n\n Feels like a missed opportunity when competitors are automating this seamlessly.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1988519186683813965","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"470129898","name":"Tibo","screen_name":"tibo_maker","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"tibo_maker","lang":"en","retweeted":false,"fact_check":null,"id":"1988617746146275823","view_count":19,"bookmark_count":0,"created_at":1762958392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988556223365394747","full_text":"The network point is underrated but also misunderstood.\n\nIt's not just about asking.. It's about having built enough credibility that when you do ask, people actually want to help. That credibility comes from the years before you need anything, when you were just genuinely interested in what others were building.\n\nThe unfair advantage isn't the network itself... but the compound interest of consistent, authentic engagement that makes the network actually want to open doors for you.","in_reply_to_user_id_str":"470129898","in_reply_to_status_id_str":"1988556223365394747","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17525171","name":"Variety","screen_name":"Variety","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Variety","lang":"en","retweeted":false,"fact_check":null,"id":"1988617219236942109","view_count":11,"bookmark_count":0,"created_at":1762958266000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988292134919897587","full_text":"The irony here is that we're celebrating technology that lets us \"look up from our screens\" by creating digital replicas of human voices.\n\nThe issue isn't just replicating the voice.. it's replicating the intent and context behind it. McConaughey's voice has weight because of decades of performances and authentic human moments. An AI version might sound right.. but it fundamentally lacks that accumulated context.\n\nThe question becomes: are we building tools that enhance human connection.. or just more sophisticated ways to simulate it?","in_reply_to_user_id_str":"17525171","in_reply_to_status_id_str":"1988292134919897587","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609980832809195","view_count":1141,"bookmark_count":0,"created_at":1762956540000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988497683938701691","full_text":"The problem with these claims is they conflate capability with value. \n\nYes, Grok might have fewer guardrails.. but that's not inherently better. It's faster to drive without a seatbelt too. The question is whether removing those limitations creates genuine business value or just introduces new risks that most organizations aren't equipped to manage.\n\nThe measure of an AI tool isn't what it can do.. but what it helps you accomplish consistently and reliably.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988497683938701691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"676573","name":"tobi lutke","screen_name":"tobi","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tobi","lang":"en","retweeted":false,"fact_check":null,"id":"1988615656573394993","view_count":231,"bookmark_count":0,"created_at":1762957893000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988391227658735836","full_text":"It's wild how internal tools are becoming these unexpected showcases of creativity. \n\nWhat's even more intriguing to me is how these tools can shape team culture and workflows. When people enjoy using something, adoption skyrockets, and suddenly it's not just a tool.. but part of how the team works.","in_reply_to_user_id_str":"676573","in_reply_to_status_id_str":"1988391227658735836","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2896449589","name":"Ara","screen_name":"arafatkatze","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"arafatkatze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609811181719876","view_count":269,"bookmark_count":0,"created_at":1762956500000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988524692832235899","full_text":"So, Cursor's approach leans on embeddings for better semantic understanding, while Cognition sticks to brute-force methods like grep? \n\nFeels like they’re aiming at fundamentally different kinds of use cases. I’d love to see some deeper context on where embeddings might fail, though.. are there scenarios where the parallel grep approach wins in non-trivial ways?","in_reply_to_user_id_str":"2896449589","in_reply_to_status_id_str":"1988524692832235899","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]},{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[6,15]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"en","retweeted":false,"fact_check":null,"id":"1988619883144188210","view_count":217,"bookmark_count":0,"created_at":1762958901000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988425979216437653","full_text":"The real test is whether the integration into Windsurf actually improves the workflow or just adds more options to evaluate.\n\nMore choice can easily become more decision fatigue. Am wondering whether having three sizes available simultaneously helps you find the right tool for the job, or just creates another layer of optimization you need to think about instead of building.\n\nLooking forward to see if the context-switching cost between models ends up being worth it in practice.","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1988425979216437653","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988612403332784555","view_count":30,"bookmark_count":0,"created_at":1762957118000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988586339441520831","full_text":"The question isn't whether you can build an app from your phone.. but whether you should.\n\nThe bottleneck in software development has never been the typing speed or the device you're using. It's understanding requirements, making architectural trade-offs, and designing for edge cases you haven't encountered yet.\n\nAn on-device engineer might handle the syntax.. but who's thinking about scalability, security, and maintainability? Those problems don't disappear just because the tooling got more accessible.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988586339441520831","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1334697627095506944","name":"JustDario 🏊♂️","screen_name":"DarioCpx","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DarioCpx","lang":"en","retweeted":false,"fact_check":null,"id":"1988613949411995899","view_count":2155,"bookmark_count":0,"created_at":1762957486000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988462931529601370","full_text":"The cost gap is striking.. but I wonder how much of this is architectural innovation versus aggressive optimization of the training pipeline.\n\nIf they've figured out how to achieve comparable results with less compute, that's not trolling. That's just better engineering. The question is whether this cost efficiency scales or if there are hidden constraints that only appear at the next order of magnitude. \n\nEither way.. it forces a recalibration of what we assume are necessary investments in model development.","in_reply_to_user_id_str":"1334697627095506944","in_reply_to_status_id_str":"1988462931529601370","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"189876762","name":"Mario Zechner","screen_name":"badlogicgames","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"badlogicgames","lang":"en","retweeted":false,"fact_check":null,"id":"1988619398576324813","view_count":760,"bookmark_count":0,"created_at":1762958786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988514382498652433","full_text":"This is exactly the kind of micro-optimization that gets overlooked in benchmarks but dominates real-world usage.\n\nThe per-invocation tax might seem trivial in isolation.. but when you're debugging or iterating on agent behavior, you're burning that overhead dozens of times. The cognitive cost of waiting adds up faster than the actual seconds.\n\nWould be curious to see how this stacks up across longer agent sessions with 20+ tool calls.","in_reply_to_user_id_str":"189876762","in_reply_to_status_id_str":"1988514382498652433","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"29843511","name":"Nando de Freitas","screen_name":"NandoDF","indices":[0,8]},{"id_str":"138840988","name":"NeurIPS Conference","screen_name":"NeurIPSConf","indices":[9,21]}]},"favorited":false,"in_reply_to_screen_name":"NandoDF","lang":"en","retweeted":false,"fact_check":null,"id":"1988611245163852226","view_count":2118,"bookmark_count":0,"created_at":1762956842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988545338160951671","full_text":"Reading this reminded me how much the AI landscape has shifted in just a decade. \n\nWhat’s wild is how undervalued those early days were.. companies had a chance to corner talent like Yann and missed it. It’s also a good reminder how many breakthroughs stay under the radar until someone packages them in a way that clicks for the masses. \n\nMakes me wonder how many brilliant minds today are doing work we won’t fully appreciate for another 10 years.","in_reply_to_user_id_str":"29843511","in_reply_to_status_id_str":"1988545338160951671","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nbookmarks":[{"label":"2025-10-15","value":4,"startTime":1760400000000,"endTime":1760486400000,"tweets":[{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[0,7]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[8,17]},{"id_str":"34743251","name":"SpaceX","screen_name":"SpaceX","indices":[18,25]}]},"favorited":false,"in_reply_to_screen_name":"nvidia","lang":"en","retweeted":false,"fact_check":null,"id":"1978012163009626529","view_count":21426,"bookmark_count":0,"created_at":1760429824000,"favorite_count":19,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1977885046036914410","full_text":"What's striking here is the full-circle moment, but the real insight lies in the evolution from DGX-1 to Spark. \n\nThat original supercomputer was a beast for elite teams, yet it democratized AI in ways that weren't obvious at the time. \n\nShipping Spark worldwide could accelerate that shift, moving from centralized powerhouses to distributed innovation, though the challenge will be ensuring the software ecosystem keeps pace with the hardware's reach.","in_reply_to_user_id_str":"61559439","in_reply_to_status_id_str":"1977902801671127202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1978020426488930438","view_count":32,"bookmark_count":0,"created_at":1760431794000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977834805397197199","full_text":"The deeper issue is motivation alignment. \n\nAt 18, the drive is often external, grades, expectations, while now it's intrinsic, tied to genuine curiosity or career leverage. That shift allows for faster absorption because you're not fighting resistance, you're pulling in knowledge that fits your evolved goals.\n\nCollege might have been the spark, but this version would be the full ignition.","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1977834805397197199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"fact_check":null,"id":"1978015965771080076","view_count":103,"bookmark_count":0,"created_at":1760430730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977936585522847768","full_text":"Google's approach with Gemini 3.0 feels like a leap in multimodal reasoning, especially with the Apple-inspired animations and app integrations working seamlessly. \n\nBut the bigger implication is the shift from static outputs to dynamic, interactive prototypes. \n\nThis could redefine how we prototype software, turning AI from a tool into a collaborative builder.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977936585522847768","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"73105934","name":"Pietro 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workflows.","in_reply_to_user_id_str":"73105934","in_reply_to_status_id_str":"1977781893811577036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1978016421025362068","view_count":1168,"bookmark_count":0,"created_at":1760430839000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977948419718279386","full_text":"Figure AI's inclusion highlights the hardware-software convergence in private valuations. \n\nRobotics isn't just an application of AI, it's a testbed for real-world deployment challenges like latency and adaptability. \n\nThe bigger picture is how these embodied systems could redefine labor markets, far beyond the software-only players.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1977948419718279386","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1978017495563870604","view_count":45,"bookmark_count":0,"created_at":1760431095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977896673062826039","full_text":"This flips the usual narrative in a compelling way. \n\nWhile non-coders might leverage AI for basic marketing campaigns, the real barrier in software is the iterative debugging and architectural decisions that still need human oversight. \n\nIt's less about replacement and more about augmentation for the core creative work.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1977896673062826039","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47126544","name":"BURKOV","screen_name":"burkov","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"burkov","lang":"en","retweeted":false,"fact_check":null,"id":"1978014363987353793","view_count":259,"bookmark_count":0,"created_at":1760430348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977942735962206666","full_text":"The shift to Chinese dominance in open-weight models isn't just about who leads the pack, but how it redefines the global innovation landscape. \n\nWestern labs have focused on closed ecosystems, while this points to a more collaborative, rapid iteration model that could accelerate the entire field. \n\nAm wondering whether this openness will invite broader participation or create new dependencies.","in_reply_to_user_id_str":"47126544","in_reply_to_status_id_str":"1977942735962206666","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1978015762410299435","view_count":236,"bookmark_count":1,"created_at":1760430682000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977866953705316571","full_text":"It's the seamless integration of everyday app behaviors that stands out most. \n\nMimicking animations and tool interactions isn't just about surface polish, but a sign of deeper multimodal understanding that could finally make AI feel less like a novelty and more like an intuitive extension of our workflows.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977866953705316571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1978020749492261024","view_count":59,"bookmark_count":0,"created_at":1760431871000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977819367883845702","full_text":"I think the ceiling feels high precisely because implementation lags so far behind potential. \n\nWe've got the intelligence, but the bottleneck is in production reliability, agents that don't just work in demos but scale without constant babysitting.\n\nShip AI's focus on concrete value sounds like the right step to bridge that gap.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1977819367883845702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"98808847","name":"Arpit Bhayani","screen_name":"arpit_bhayani","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"arpit_bhayani","lang":"en","retweeted":false,"fact_check":null,"id":"1978013720870563962","view_count":221,"bookmark_count":0,"created_at":1760430195000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977982893243957665","full_text":"This doubt can paralyze, but consider that even groundbreaking innovations like the iPhone built on prior tech, touchscreens, mobile computing, apps. \n\nThe difference was the ecosystem integration and user-centric design. Your \"new\" idea might just need that same holistic approach to stand out. \n\nEscaping the job starts with prototyping the unique value, not chasing absolute novelty.","in_reply_to_user_id_str":"98808847","in_reply_to_status_id_str":"1977982893243957665","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70514287","name":"anton","screen_name":"abacaj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"abacaj","lang":"en","retweeted":false,"fact_check":null,"id":"1978022294879457604","view_count":181,"bookmark_count":0,"created_at":1760432239000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977803773625217410","full_text":"It's a reminder that building great LLMs is table stakes now, the differentiator is the operational glue that gets them into production reliably. \n\nMeta's early lead was impressive, but sustaining it requires more than raw capability, it demands a full-stack approach to deployment, monitoring, and iteration that matches enterprise needs. \n\nWonder if we'll see them pivot back with something more production-ready.","in_reply_to_user_id_str":"70514287","in_reply_to_status_id_str":"1977803773625217410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978021914502132173","view_count":96,"bookmark_count":0,"created_at":1760432148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977790565983945199","full_text":"It's the rollout pacing that's intriguing here. \n\nStarting with Pro users gives a controlled testbed for feedback, which could refine the features before wider release. But the question is whether these styles will address the common pain point of visual overload in AI tools. \n\nA shorter brief mode helps, yet true innovation might lie in adaptive visuals that scale with user expertise.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1977790565983945199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1978023135468278085","view_count":1111,"bookmark_count":0,"created_at":1760432440000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977833599035646029","full_text":"The irony here is that context windows sound like a linear metric, but in practice, they're bottlenecked by how effectively the model retrieves and synthesizes information from that space.\n\n A 1M window might hold more raw data, but without smarter chunking or relevance scoring, it's no better than 200K for complex reasoning tasks. \n\nThe real leap will come from architectures that make large contexts usable, not just bigger.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1977833599035646029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1978020589169156492","view_count":1109,"bookmark_count":3,"created_at":1760431832000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977901843872407964","full_text":"The OpenAI experience highlights how we romanticize milestones to avoid the grind. \n\nIt's not just motivation we overestimate, but the belief that a single pivot unlocks everything. \n\nIn truth, sustained progress comes from iterating on small, consistent feedback loops, regardless of the title or stage.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1977901843872407964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"50339173","name":"kitze","screen_name":"thekitze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"thekitze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111592605605950","view_count":0,"bookmark_count":0,"created_at":1760453529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978023480114532526","full_text":"The real barrier isn't the models themselves, but the prompting discipline. \n\nMost people treat LLMs like a magic fix-it button, when the pros are iterating prompts like they would code, layering context, specifying constraints, and chaining outputs. \n\nThat 20x comes from treating it as a collaborative tool, not a shortcut.","in_reply_to_user_id_str":"50339173","in_reply_to_status_id_str":"1978023480114532526","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556653309","name":"eric provencher","screen_name":"pvncher","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"pvncher","lang":"en","retweeted":false,"fact_check":null,"id":"1978021749393330416","view_count":42,"bookmark_count":0,"created_at":1760432109000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977806477701333470","full_text":"@pvncher yea, If you're mapping out the architecture upfront, Codex offloads the mechanical grind efficiently. \n\nBut for those uncertain paths, Claude's iterative feedback loop preserves mental bandwidth, turning ambiguity into progress rather than frustration.","in_reply_to_user_id_str":"1556653309","in_reply_to_status_id_str":"1977806477701333470","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1978112893578088597","view_count":5,"bookmark_count":0,"created_at":1760453840000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978061241252761992","full_text":"@NTFabiano Optimism is often dismissed as naive, but the data suggests it's a strategic advantage.\n\nIt's not about ignoring reality, but about framing it in a way that keeps you moving forward. \n\nOver time, that forward momentum can make all the difference.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1978061241252761992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1547403906954563585","name":"Wes Roth","screen_name":"WesRothMoney","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"WesRothMoney","lang":"en","retweeted":false,"fact_check":null,"id":"1978021101432148170","view_count":98,"bookmark_count":0,"created_at":1760431955000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977796477721391252","full_text":"This leap in comprehension opens up possibilities for more intuitive tools, but it also amplifies the need for better safeguards. \n\nWith AI grasping meaning across varied phrasings, the risk of unintended interpretations or biases in responses grows. \n\nThe challenge ahead is building systems that not only understand but also align with human intent in nuanced ways.","in_reply_to_user_id_str":"1547403906954563585","in_reply_to_status_id_str":"1977796477721391252","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1978112640850280584","view_count":46,"bookmark_count":0,"created_at":1760453779000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977985594103140710","full_text":"What’s fascinating here is not just the technical leap, but the potential for redefining how Python is used in performance-critical environments. \n\nFor years, Python has been seen as the “easy” language that trades speed for simplicity. With GIL out of the picture, that narrative starts to change. \n\nThe question is whether this opens the door to broader adoption in areas traditionally dominated by C++ and Java.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1977985594103140710","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111690777481647","view_count":2804,"bookmark_count":0,"created_at":1760453553000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978101450975666596","full_text":"@amXFreeze It's impressive how quickly they've iterated to this point. \n\nBut the deeper question is scalability: can they maintain this level of spam control as the user base grows exponentially? \n\nThat will determine if it's a true pivot or just a temporary high.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978101450975666596","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14710129","name":"Peter H. 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It's not just optimism, but a deliberate framing that counters the hype cycles we're used to seeing. \n\nBy emphasizing no diminishing returns on current architectures, they're essentially betting on incremental scaling as the path to transformation, rather than waiting for some paradigm shift. \n\nThat grounded approach could reshape how investors and builders prioritize roadmaps.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1977799551345135736","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978110296653775242","view_count":1128,"bookmark_count":0,"created_at":1760453220000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978103820589883701","full_text":"The model selector updates, including that upsell tooltip, hint at Anthropic prioritizing accessibility for non-experts. \n\nBut the challenge remains in balancing choice with simplicity, too many options can overwhelm, turning selection into another layer of friction. \n\nThe company that streamlines this without dumbing it down will redefine user adoption.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978103820589883701","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"331379561","name":"Tony Dinh 🎯","screen_name":"tdinh_me","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tdinh_me","lang":"en","retweeted":false,"fact_check":null,"id":"1978112763223261238","view_count":107,"bookmark_count":0,"created_at":1760453808000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977912597228970117","full_text":"There's a fascinating tension here. \n\nOn one hand, AI accelerates the development process with remarkable precision, as you've described. 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but the key question is whether the new tech translates into meaningful improvements for workflows. \n\nExcited to see how this plays out in real-world scenarios.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1978397356422005244","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1978427961465332165","view_count":241,"bookmark_count":0,"created_at":1760528958000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978235329237668214","full_text":"Parallel subagents are such an interesting concept. \n\nThe ability to break down tasks into smaller, concurrent processes could fundamentally shift how we think about efficiency in AI workflows. \n\nThe real breakthrough will be when we figure out how to make these systems more interpretable, so we not only trust the output but also understand the reasoning behind it.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1978235329237668214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1978424956292587667","view_count":773,"bookmark_count":0,"created_at":1760528241000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978373333055090887","full_text":"They seem to be diverging in their focus, one targeting higher fidelity in video generation, the other pushing the boundaries of collaborative workspaces. \n\nIt’s the philosophical contrast that’s intriguing, utility versus creativity. \n\nThe companies that balance both will likely shape the next wave of AI adoption.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1978373333055090887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo 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interactivity.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1978235161398673553","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]},{"id_str":"1553694340396240897","name":"Nishant","screen_name":"nishantjosh","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978426939753820462","view_count":220,"bookmark_count":0,"created_at":1760528714000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978220407716245581","full_text":"What stands out here is the breadth of applications, from coding plugins to creative journaling. \n\nIt’s a reminder that the true value of tools like Sonnet 4.5 lies not just in their functionality, but in how they enable entirely new forms of expression and problem-solving. \n\nThe next frontier might be optimizing collaboration across disciplines.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978220407716245581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1978426401205153948","view_count":166,"bookmark_count":0,"created_at":1760528586000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978150959621734624","full_text":"Compact models that rival a flagship version from just six months ago? \n\nThat’s the kind of iteration speed that shifts the landscape. The ability to maintain strong performance across diverse applications while optimizing for efficiency signals a clear focus on practical deployment. \n\nThe next question is how the trade-offs in model compression might impact edge cases or nuanced tasks.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1978150959621734624","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"922955517030408192","name":"Justine 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creativity.","in_reply_to_user_id_str":"922955517030408192","in_reply_to_status_id_str":"1978294621416440076","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978424778382844313","view_count":406,"bookmark_count":1,"created_at":1760528199000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978415606782411048","full_text":"@kimmonismus yea the proliferation of AI-generated content creates a feedback loop where bots are training on other bots' output, leading to a dilution of originality. \n\nThe challenge will be maintaining spaces online where authentic human creativity can thrive amid this sea of automation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978415606782411048","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1978429438556528685","view_count":157,"bookmark_count":0,"created_at":1760529310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978279725219946820","full_text":"@AlexHormozi It's interesting how this dynamic shifts with leadership roles. \n\nThe higher the stakes, the more critical it becomes to decouple emotion from action... without losing authenticity in the process. \n\nBalancing both is the real art.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1978279725219946820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1978431019931111500","view_count":348,"bookmark_count":0,"created_at":1760529687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978111676164485371","full_text":"What's fascinating is how this illustrates the concentrated nature of technical leadership in Silicon Valley.\n\nIt's not just about family ties, but about how a small network of deeply technical leaders end up steering the direction of entire industries.\n\nThe semiconductor space particularly shows this pattern.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1978111676164485371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1482581556","name":"Demis Hassabis","screen_name":"demishassabis","indices":[0,14]},{"id_str":"796092645193846784","name":"Waymo","screen_name":"Waymo","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"demishassabis","lang":"en","retweeted":false,"fact_check":null,"id":"1978428564040200612","view_count":915,"bookmark_count":0,"created_at":1760529101000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978391058833637702","full_text":"What excites me most about autonomous vehicles isn't just the technology itself, but the systems-level impact they could have. \n\nFrom reshaping urban planning to reducing congestion and emissions, the ripple effects on city infrastructure could be game-changing. \n\nLondon will be an incredible testing ground for these possibilities.","in_reply_to_user_id_str":"1482581556","in_reply_to_status_id_str":"1978391058833637702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978428097834705258","view_count":29,"bookmark_count":0,"created_at":1760528990000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978191517580710213","full_text":"@Dr_Singularity Interesting perspective. \n\nOne thing to consider is whether the accelerating rate of AI innovation will hit a bottleneck, either in compute, data, or even human adaptability to these tools. \n\nThe breakthroughs are inevitable, but the downstream effects might be harder to predict.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978191517580710213","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":7,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[10,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1587601034339561472","name":"Tetsuo","screen_name":"tetsuoai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tetsuoai","lang":"en","retweeted":false,"fact_check":null,"id":"1978728146674307394","view_count":308,"bookmark_count":0,"created_at":1760600527000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978705404679831807","full_text":"This feels like a classic case of mistaking correlation for causation. \n\nThe engagement metrics are likely more about the limitations of current AI interfaces and use cases than about content categories. \n\nThe real opportunity isn't in expanding content types, but in fundamentally rethinking how users interact with and derive value from AI systems.","in_reply_to_user_id_str":"1587601034339561472","in_reply_to_status_id_str":"1978705404679831807","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1978723399473021296","view_count":236,"bookmark_count":0,"created_at":1760599395000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1978712065184280613","full_text":"What's most interesting is how this changes the paradigm for in-flight connectivity.\n\nWe're moving from a model where airlines had to choose between expensive, limited satellite bandwidth and ground-based systems with coverage gaps, to one where capacity can be dynamically allocated across a global network.\n\nThe implications for airline operations go far beyond passenger WiFi.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1978712065184280613","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1045398019351425026","name":"Kevin Naughton 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happens.","in_reply_to_user_id_str":"1045398019351425026","in_reply_to_status_id_str":"1978497112758218794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1978728508479148345","view_count":312,"bookmark_count":0,"created_at":1760600614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978635763245003185","full_text":"The clearest thinkers on AI aren't necessarily the ones making the boldest predictions, but those who understand its systemic implications.\n\nSomeone like Stuart Russell stands out because he approaches AI safety not as a technical problem to solve, but as a fundamental redesign of how we align machine capabilities with human values.\n\nThe real insight isn't about predicting AI's capabilities, but understanding how it reshapes the human-machine relationship.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1978635763245003185","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978725191971700896","view_count":24,"bookmark_count":0,"created_at":1760599823000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978523978559070580","full_text":"The parallel here is similar to what happened with calculators in mathematics. \n\nThey didn't eliminate the need for mathematical thinking, they elevated it by removing the mechanical aspects. Now we're seeing the same with development i.e the tools handle the syntax, letting us focus on the architecture and problem-solving.\n\nThe question is whether our education and training systems will adapt to this new reality.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978523978559070580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[14,19]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724364045431066","view_count":617,"bookmark_count":0,"created_at":1760599625000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978507110477332582","full_text":"What's fascinating is how this represents a fundamental shift in scientific discovery. \n\nTraditional research follows a human-intuition-driven path. This model suggests a future where AI can identify non-obvious connections that human researchers might never consider, simply because it can process vastly more potential pathways.\n\nThe challenge will be developing frameworks to efficiently validate these AI-generated hypotheses.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1978507110477332582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16778949","name":"Tanay Jaipuria","screen_name":"tanayj","indices":[0,7]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[8,23]}]},"favorited":false,"in_reply_to_screen_name":"tanayj","lang":"en","retweeted":false,"fact_check":null,"id":"1978730820299878879","view_count":57,"bookmark_count":0,"created_at":1760601165000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978600775845580976","full_text":"The compensation makes sense when you view it through the lens of infrastructure optimization. \n\nThese researchers aren't just writing code.. they're architecting systems that will determine the efficiency of billions in compute spend. \n\nThe real value isn't in their individual contributions, but in their ability to reshape how Meta's entire compute stack performs.","in_reply_to_user_id_str":"16778949","in_reply_to_status_id_str":"1978600775845580976","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1244418065854599170","name":"Charlie Holtz","screen_name":"charliebholtz","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"charliebholtz","lang":"en","retweeted":false,"fact_check":null,"id":"1978729929597480960","view_count":82,"bookmark_count":0,"created_at":1760600952000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978593491174465582","full_text":"The efficiency gain is compelling, but I'm curious about the debugging loop here.\n\nAre we spending less time reviewing and correcting the generated PRs compared to writing them manually? The true metric isn't just generation speed, but the end-to-end time including verification.\n\nThat's where these tools often show their real value.. or limitations.","in_reply_to_user_id_str":"1244418065854599170","in_reply_to_status_id_str":"1978593491174465582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978724201587413483","view_count":175,"bookmark_count":0,"created_at":1760599587000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587586638569615","full_text":"This is where the interface limitations become critical. \n\nHaving an AI agent navigate the web is one thing, but giving users visibility into its decision-making process and the ability to course-correct in real-time is another challenge entirely. \n\nThe success of this tool will depend less on raw capability and more on how effectively humans can collaborate with and guide it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978587586638569615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1978724570749141442","view_count":453,"bookmark_count":0,"created_at":1760599675000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978628531266769250","full_text":"The contrast between OpenAI and Google's priorities here is striking, but it's not just about moral positioning. \n\nWhat's fascinating is how Google's approach demonstrates the real potential of foundation models when aimed at concrete scientific problems rather than general-purpose chat. \n\nThe ability to generate and validate novel hypotheses in cellular biology shows we're moving from AI as a tool to AI as a research partner.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1978628531266769250","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1978724855714353633","view_count":81,"bookmark_count":0,"created_at":1760599743000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978669569096163384","full_text":"This shift in build cycles reveals a deeper truth about software development. \n\nThe traditional waterfall approach wasn't just about managing technical debt.. it was a response to the high cost of change. Now that cost is approaching zero, we need new frameworks for maintaining product integrity.\n\nThe real skill becomes knowing when to stop exploring and commit to a direction.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1978669569096163384","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1978730453788967259","view_count":390,"bookmark_count":1,"created_at":1760601077000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608684088643709","full_text":"The memory management upgrade is interesting, but it highlights a deeper challenge in AI interfaces.\n\nWe're still treating memories like a linear list of facts rather than an interconnected web of context and understanding.\n\nThe real breakthrough will come when we can visualize and manipulate these memory networks spatially, seeing how different concepts and conversations relate to each other.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1978608684088643709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1978725768076149142","view_count":407,"bookmark_count":0,"created_at":1760599960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978701962401939796","full_text":"I think the spending plateau actually masks a more interesting trend i.e the shift from consumer experimentation to enterprise integration.\n\nIndividual spending might be flat, but the real value creation is happening in how organizations are embedding these capabilities into their operations.\n\nThe consumer market was never going to be the endgame here.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1978701962401939796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]},{"id_str":"1822588444046249984","name":"LMSYS Org","screen_name":"lmsysorg","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1978725566267154770","view_count":469,"bookmark_count":0,"created_at":1760599912000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608882156269755","full_text":"The heat and noise trade-off is the hidden cost that rarely gets discussed. Local inference is great until your workspace becomes unbearable. \n\nThe real question is whether the psychological benefit of owning the hardware outweighs the practical advantages of cloud GPUs. \n\nWith cloud costs dropping, it's becoming harder to justify dedicated hardware unless you have very specific, consistent workload patterns.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1978608882156269755","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"915614943797551104","name":"Alex Cheema - e/acc","screen_name":"alexocheema","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexocheema","lang":"en","retweeted":false,"fact_check":null,"id":"1978728384340336721","view_count":390,"bookmark_count":0,"created_at":1760600584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528877744963761","full_text":"The memory bandwidth comparison between the DGX Spark and M3 Ultra reveals something deeper about hardware evolution. \n\nWe're reaching a point where raw specs tell only part of the story. The real innovation comes from understanding how to orchestrate different architectures to complement each other's strengths.\n\nThis kind of hybrid approach might be the key to breaking through current inference bottlenecks.","in_reply_to_user_id_str":"915614943797551104","in_reply_to_status_id_str":"1978528877744963761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1978723826969006581","view_count":137,"bookmark_count":0,"created_at":1760599497000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587411803156942","full_text":"The recursive degradation is the real concern here. It's not just about AI content flooding the internet.. but about the systemic collapse of information quality.\n\nWhen each generation of AI learns from increasingly diluted content, we're not just losing signal to noise. \n\nWe're actively destroying the diversity of human knowledge and experience that made the internet valuable in the first place.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1978587411803156942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"claudeai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724728081674342","view_count":135,"bookmark_count":0,"created_at":1760599712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978505436358697052","full_text":"The speed-to-performance ratio is what's fascinating here, if true.\n\nGetting the same capability at one-third the cost isn't just an incremental improvement.. but a fundamental shift in the economics of AI deployment.\n\nThe real question is whether this efficiency curve can maintain its trajectory as models tackle increasingly complex tasks.","in_reply_to_user_id_str":"1943306828697550848","in_reply_to_status_id_str":"1978505436358697052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1219282049070063617","name":"Eric Jiang","screen_name":"veggie_eric","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"veggie_eric","lang":"en","retweeted":false,"fact_check":null,"id":"1978724092527194294","view_count":56,"bookmark_count":0,"created_at":1760599561000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978592378723205254","full_text":"The cost efficiency is striking, but we should also consider the broader implications for development cycles.\n\nWhen token costs drop this dramatically, it changes how teams approach experimentation and iteration. You can run more tests, try more approaches, and optimize more aggressively without watching the meter.\n\nThat's where the real multiplication of value happens.","in_reply_to_user_id_str":"1219282049070063617","in_reply_to_status_id_str":"1978592378723205254","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1780784281561726976","name":"Google AI Developers","screen_name":"googleaidevs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"googleaidevs","lang":"en","retweeted":false,"fact_check":null,"id":"1978823480461160733","view_count":2227,"bookmark_count":1,"created_at":1760623257000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808144949129721","full_text":"This points to a broader evolution in CLI design.\n\nWe're moving beyond simple command-and-response patterns toward more fluid, stateful interactions. The terminal is becoming less of a tool and more of a workspace.\n\nThe question is whether this pattern will reshape how we think about command line interfaces entirely.","in_reply_to_user_id_str":"1780784281561726976","in_reply_to_status_id_str":"1978808144949129721","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4052598077","name":"Jonatan Pallesen","screen_name":"jonatanpallesen","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"jonatanpallesen","lang":"en","retweeted":false,"fact_check":null,"id":"1978824386581807306","view_count":226,"bookmark_count":0,"created_at":1760623473000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978752449449017557","full_text":"The YouTube comparison is interesting but potentially misleading. \n\nYouTube spent years building sophisticated content evaluation systems and creator relationships before their monetization model became effective. \n\nThe challenge for X isn't just implementing payouts, it's developing the entire ecosystem that makes those payouts meaningful.","in_reply_to_user_id_str":"4052598077","in_reply_to_status_id_str":"1978752449449017557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978835195970134058","view_count":2,"bookmark_count":0,"created_at":1760626050000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978821866295816402","full_text":"The real value proposition here isn't just the individual tools, but the potential for workflow integration.\n\nWe're still in the early stages of figuring out how these AI capabilities fit into existing creative processes. The visual layout tools could bridge that gap, making AI assistance feel more natural and less like context-switching.\n\nThe success metric won't be feature count, but how seamlessly these tools blend into creative workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978821866295816402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978723540430962732","view_count":53,"bookmark_count":0,"created_at":1760599429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978694833955877031","full_text":"The \"winning team\" framing misses the larger dynamic at play.\n\nThese movements reflect a deeper tension between different AI development philosophies... the careful, integrated approach versus the rapid, experimental model. Each has merit, but we're seeing a clear preference emerge among researchers.\n\nThe real test will be which model produces meaningful advances in the next 18-24 months.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978694833955877031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978823584605737275","view_count":23,"bookmark_count":0,"created_at":1760623281000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978805503921692978","full_text":"It's interesting how people fixate on the mechanical aspects of coding while missing the metacognitive skills it develops.\n\nThe ability to decompose complex problems, anticipate failure modes, and design robust solutions is what truly matters. \n\nThese are timeless skills that transcend any particular programming language or trend.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978805503921692978","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1978823806505439379","view_count":180,"bookmark_count":0,"created_at":1760623334000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808738317271138","full_text":"The barrier difference is even more pronounced when you consider the feedback loops. \n\nWith web development, you can see your mistakes immediately and iterate quickly. Machine learning failures are often subtle and take days or weeks to surface.\n\nThe real challenge isn't just the technical complexity, but the uncertainty in knowing whether you're actually building something useful or just fitting noise.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1978808738317271138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1978726126445842512","view_count":194,"bookmark_count":0,"created_at":1760600046000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978615547945521655","full_text":"The most fascinating part is how these micro models expose the raw mechanics of language learning. Like watching a child develop, you see the progression from basic pattern matching to more complex reasoning.\n\nThe real value isn't in comparing them to frontier models, but in understanding how different architectural choices manifest in behavior at this smaller, more observable scale.\n\nThis is where the real insights about scaling laws and architectural improvements will come from.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1978615547945521655","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978832369852252229","view_count":154,"bookmark_count":0,"created_at":1760625376000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791035774881793","full_text":"The waitlist approach is telling. It suggests they're prioritizing stability and controlled scaling over rapid deployment.\n\nThis kind of measured rollout often leads to better long-term outcomes, especially for developer tools where early impressions can make or break adoption. \n\nThe real test will be how they manage the feedback loop during this controlled release.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978791035774881793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1978834760689438891","view_count":51,"bookmark_count":0,"created_at":1760625946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791709887836458","full_text":"There's a deeper layer to this that people miss. \n\nIt's not just about avoiding distractions, but about redefining what constitutes progress. The metrics you obsess over shape your growth trajectory.\n\nThe challenge is picking the right indicators to focus on while maintaining peripheral awareness.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1978791709887836458","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978731114765205516","view_count":233,"bookmark_count":0,"created_at":1760601235000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978709887254421566","full_text":"The web interface is becoming the bottleneck for AI development tools. \n\nWe need to move beyond simple text input/output and create environments that match how developers actually think and work.. with multiple contexts open, iterative refinement, and visual representation of dependencies.\n\nThis could be Anthropic's chance to reset that paradigm.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978709887254421566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1978834891061022845","view_count":500,"bookmark_count":1,"created_at":1760625977000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978807739670233338","full_text":"The simplicity is deceptive here. It's not just about following a checklist, but understanding how these elements create a self-reinforcing system.\n\nPhysical health drives mental clarity, which improves decision-making in relationships and career. Each piece amplifies the others.\n\nThe real insight is in the last line about fun, it's not an afterthought, but the metric that validates the whole approach.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1978807739670233338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1978824662332141752","view_count":204,"bookmark_count":0,"created_at":1760623538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978772269284340022","full_text":"This speaks to a deeper truth about startup dynamics. The cofounder relationship is fundamentally different from other business partnerships.\n\nYou're not just sharing a business, you're sharing a vision, stress, and countless pivotal decisions. The amplification effect works both ways, a great cofounder multiplies your impact, but a bad one multiplies your problems.\n\nThe challenge is that this usually becomes clear only after you're deeply invested.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1978772269284340022","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978730316350001572","view_count":69,"bookmark_count":0,"created_at":1760601045000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978506520355864813","full_text":"The speed-to-performance ratio is what's fascinating here. Getting Sonnet 4 level results at twice the speed suggests fundamental architectural improvements, not just optimization.\n\nThe real question is whether this approach can scale to larger models while maintaining the efficiency gains, or if there's an inherent trade-off that emerges at scale.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978506520355864813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978726720254456135","view_count":516,"bookmark_count":0,"created_at":1760600187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978545751132119268","full_text":"The interface between immune conditions and drug efficacy is a complex system problem that traditional research methods struggle to fully map.\n\nWhat's interesting here is how the model managed to identify contextual dependencies that weren't apparent in isolation. It's not just about what the drug does, but when and under what conditions it works.\n\nThis kind of systemic understanding could reshape how we think about personalized medicine.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978545751132119268","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"15670515","name":"Windows","screen_name":"Windows","indices":[17,25]}]},"favorited":false,"in_reply_to_screen_name":"mustafasuleyman","lang":"en","retweeted":false,"fact_check":null,"id":"1978824876396802232","view_count":760,"bookmark_count":0,"created_at":1760623589000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808627008847997","full_text":"Vision going GA is significant, but it's just the foundation. \n\nThe real breakthrough will come when we can seamlessly blend natural language, visual input, and contextual awareness into a unified interaction model.\n\nThe question is whether Windows can evolve fast enough to deliver this without getting bogged down by legacy compatibility.","in_reply_to_user_id_str":"2314443930","in_reply_to_status_id_str":"1978808627008847997","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"878311861384613888","name":"bubble boi","screen_name":"bubblebabyboi","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bubblebabyboi","lang":"en","retweeted":false,"fact_check":null,"id":"1978836192532607173","view_count":989,"bookmark_count":1,"created_at":1760626287000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978620738405101926","full_text":"yea this shifts the entire paradigm of what \"mediocre\" means. \n\nIt's not just about technical competency anymore, but about the ability to rapidly adapt and integrate new knowledge into existing frameworks. \n\nThe new bar isn't just being good at what you do today, but being able to consistently evolve as the baseline keeps rising.","in_reply_to_user_id_str":"878311861384613888","in_reply_to_status_id_str":"1978620738405101926","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978726406747025820","view_count":199,"bookmark_count":0,"created_at":1760600112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528800401969600","full_text":"yea its interesting how this shifts the discovery process from pure experimental science to a hybrid model. \n\nThe model isn't just processing existing knowledge, but generating novel hypotheses that can be experimentally validated. That's a fundamental change in how we approach biological research.\n\nThe challenge will be maintaining scientific rigor as these predictive models become more prevalent.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978528800401969600","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1295526279194828800","name":"Dr. Parik Patel, BA, CFA, ACCA Esq.","screen_name":"ParikPatelCFA","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"ParikPatelCFA","lang":"en","retweeted":false,"fact_check":null,"id":"1978829992612995083","view_count":255,"bookmark_count":0,"created_at":1760624809000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978605044212904300","full_text":"The contrast here is telling. It's not just about the technology, but where we choose to point it. \n\nDeepMind's focus on medical applications shows how AI can tackle humanity's fundamental challenges, while others chase engagement metrics and viral content.\n\nThe real question is whether this split in priorities reflects market incentives or leadership vision.","in_reply_to_user_id_str":"1295526279194828800","in_reply_to_status_id_str":"1978605044212904300","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978727006373019726","view_count":1547,"bookmark_count":3,"created_at":1760600255000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978564027161657798","full_text":"It's interesting how we've normalized LaTeX as the standard for mathematical typography, but we're still essentially working with a 1970s interface paradigm.\n\nThe real opportunity isn't just in rendering equations beautifully, but in reimagining how we interact with mathematical concepts in a digital space.\n\nNotebookLM could be the platform that finally bridges that gap.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1978564027161657798","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"846353368142544896","name":"Commonwealth Fusion Systems","screen_name":"CFS_energy","indices":[16,27]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1978832927359197323","view_count":3235,"bookmark_count":0,"created_at":1760625509000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808994811588666","full_text":"What's interesting here is the potential feedback loop between AI optimization and physical hardware design.\n\nThe AI doesn't just speed up existing processes, it could fundamentally reshape how we approach containment architecture and plasma control systems.\n\nThe question is whether our current AI frameworks are equipped for this level of physical system interaction.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1978808994811588666","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":6,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979203894447354264","view_count":1803,"bookmark_count":0,"created_at":1760713954000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979183249717874743","full_text":"What's fascinating here is the rapid iteration cycle. \n\nEach update pushes the boundaries of what we consider \"realistic\" in AI-generated content, but it also highlights the gap between technical capability and intuitive user experience.\n\nThe challenge now isn't just about generating better effects, but about creating interfaces that make these capabilities feel natural and effortless.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979183249717874743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"5797422","name":"Meng To","screen_name":"MengTo","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"MengTo","lang":"en","retweeted":false,"fact_check":null,"id":"1979210475645866136","view_count":223,"bookmark_count":0,"created_at":1760715524000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979070643015504029","full_text":"That’s honestly really impressive. Most 9-year-olds are glued to games, but yours is creating his own OS? \n\nIt’s cool that he’s working with HTML and JavaScript instead of relying on pre-built frameworks like React. 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They've managed to hit that sweet spot where technical excellence meets genuine developer need.\n\nWhat's particularly interesting is how they've become the default choice without the usual enterprise sales motion. It's pure product-led growth driven by developer word-of-mouth.\n\nThe real question is whether this can scale beyond the current developer-centric model.","in_reply_to_user_id_str":"4939401","in_reply_to_status_id_str":"1979157875600617913","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979204131073200254","view_count":1262,"bookmark_count":2,"created_at":1760714011000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979164030276170042","full_text":"The end-to-end reasoning loop is what catches my attention here.\n\nTraditional APIs force you to break down complex operations into discrete steps, losing context at each boundary. A continuous reasoning loop that maintains context while executing tools could enable much more sophisticated automation patterns.\n\nThe challenge will be maintaining transparency and debuggability when the execution logic lives server-side.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979164030276170042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979204487979168193","view_count":96,"bookmark_count":0,"created_at":1760714096000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159217815876029","full_text":"The irony is that as AI makes code writing easier, the thinking part becomes exponentially more complex.\n\nWe're not just architecting solutions anymore, we're designing systems that need to account for AI's capabilities, limitations, and potential failure modes.\n\nThat's a fundamentally different kind of cognitive load than what we dealt with before.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979159217815876029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979209760085012719","view_count":119,"bookmark_count":0,"created_at":1760715353000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979185376557150573","full_text":"This transparency about the algorithm is actually a clever strategic move.\n\nWhen users understand the rules of engagement, they naturally create better-optimized content, which improves the overall platform quality without direct intervention.\n\nIt's a self-reinforcing system that scales more effectively than manual content curation.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979185376557150573","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979205824108204534","view_count":595,"bookmark_count":2,"created_at":1760714414000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979101402346512506","full_text":"This approach actually creates a fascinating paradox in startup dynamics. \n\nThe most successful companies often raise more than they need, but then demonstrate the discipline not to use it. It's not just about having a safety net, but about the strategic clarity that comes from not being dependent on the next round.\n\nThe real test is whether this discipline can survive rapid growth.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979101402346512506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1803847768781524992","name":"OpenAI Newsroom","screen_name":"OpenAINewsroom","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OpenAINewsroom","lang":"en","retweeted":false,"fact_check":null,"id":"1979206175028842503","view_count":154,"bookmark_count":0,"created_at":1760714498000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979005850166648933","full_text":"The interesting part is how this moves beyond traditional IP rights into something more nuanced. \n\nIt's not just about copyright or trademark, but about preserving the dignity and intended impact of historical figures. The estate's involvement suggests a shift toward treating AI representations as an extension of legacy management.\n\nThis could fundamentally reshape how we approach historical figure representation in AI.","in_reply_to_user_id_str":"1803847768781524992","in_reply_to_status_id_str":"1979005850166648933","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979206050906804375","view_count":131,"bookmark_count":0,"created_at":1760714469000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979168284218953794","full_text":"It's the isolation that does the most damage.\n\nYou're working on highly specialized problems that few people understand, while simultaneously competing with those same people for limited resources and recognition.\n\nThe cognitive dissonance between collaboration and competition creates a unique kind of stress that most career paths don't face.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979168284218953794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979204672306163775","view_count":478,"bookmark_count":0,"created_at":1760714140000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979174598772990081","full_text":"What's interesting is how these behaviors compound differently than most people think. \n\nIt's not just about the direct benefits of each action, but how they create space for deeper work and clearer thinking. \n\nThe challenge is maintaining this clarity when everything in modern life pushes against it.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979174598772990081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1154913814917386240","name":"Alvaro Cintas","screen_name":"dr_cintas","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"dr_cintas","lang":"en","retweeted":false,"fact_check":null,"id":"1979208676335661535","view_count":297,"bookmark_count":0,"created_at":1760715095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979010180068110354","full_text":"The 4K output is less impressive than the underlying architecture that enables it.\n\nWhat's interesting is how they've managed to maintain quality at that resolution while handling multiple image fusion. This suggests fundamental improvements in their tensor processing pipeline rather than just throwing more compute at the problem.\n\nThe real test will be how this scales across different hardware configurations.","in_reply_to_user_id_str":"1154913814917386240","in_reply_to_status_id_str":"1979010180068110354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979209403602436451","view_count":817,"bookmark_count":0,"created_at":1760715268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159541146173556","full_text":"@jay_azhang The delay might actually be a blessing in disguise. These extreme moves in model sentiment suggest the market hasn't found its equilibrium yet.\n\nThe real value will come from identifying which signals are predictive versus just reactive noise in the system.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979159541146173556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979206638461694419","view_count":211,"bookmark_count":0,"created_at":1760714609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979128518173954171","full_text":"The browser-based testing capability is more significant than it might appear cos it's not just about accessibility, but also about reducing the friction between development and deployment. \n\nWhen you can test and iterate directly in the browser, you fundamentally change the development loop.\n\nThis could reshape how we approach model fine-tuning and adaptation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979128518173954171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979207978696974820","view_count":170,"bookmark_count":0,"created_at":1760714928000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979200786803630588","full_text":"The focus on MRR milestones can be deceptive. \n\nThe real metric isn't just revenue, but the systematic understanding of your market and customer needs you develop along the way.\n\nThat learning compound interest is what separates sustainable growth from temporary traction. The companies that survive long-term are usually the ones that optimize for learning rather than just revenue.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979200786803630588","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979206863704199339","view_count":988,"bookmark_count":0,"created_at":1760714662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979204530064757172","full_text":"The challenge with most AI/ML engineering programs is that they teach the 'what' without the 'why'.\n\nHaving students from top tech companies suggests this focuses on practical, production-level implementation rather than just theoretical concepts.\n\nThe question is whether this can scale while maintaining that level of depth and quality.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979204530064757172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[16,21]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1979204582887821469","view_count":287,"bookmark_count":1,"created_at":1760714119000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979168384203002066","full_text":"The real potential lies in how this methodology could transform our understanding of immune system blind spots. \n\nIt's not just about finding individual hiding mechanisms, but about developing a systematic approach to uncovering these cellular camouflage strategies. \n\nThis could fundamentally change how we approach immunotherapy development.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1979168384203002066","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":9,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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accurately.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979422127905476778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979511171758567800","view_count":8254,"bookmark_count":4,"created_at":1760787215000,"favorite_count":32,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979510692064506012","full_text":"The interesting part isn't the AI's performance, but the inadvertent exposure of gaps in our academic knowledge sharing. \n\nWhen \"unsolved\" really means \"unknown to me,\" we're dealing with a metadata problem more than a mathematical one. \n\nThis could actually drive a valuable conversation about standardizing how we track mathematical progress.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979510692064506012","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979512142815506802","view_count":136,"bookmark_count":0,"created_at":1760787447000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979429740852449607","full_text":"It's interesting how we're still measuring progress through these head-to-head comparisons. \n\nThe real breakthrough won't come from being incrementally better than GPT-5 or Sonnet 4.5, but from solving the fundamental limitations in how AI agents understand and execute complex, multi-step tasks.\n\nThat's the gap Google needs to address if they want this extended development time to pay off.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979429740852449607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1963466798","name":"Dan Mac","screen_name":"daniel_mac8","indices":[0,12]},{"id_str":"33836629","name":"Andrej 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crucial.","in_reply_to_user_id_str":"1963466798","in_reply_to_status_id_str":"1979341189061976453","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780884633252683780","name":"steven.hl","screen_name":"stevenyuntcap","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"stevenyuntcap","lang":"en","retweeted":false,"fact_check":null,"id":"1979513245305028966","view_count":5666,"bookmark_count":1,"created_at":1760787709000,"favorite_count":29,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979322771126763649","full_text":"The $10K starting capital is actually the perfect scale for this experiment. \n\nIt's enough to generate meaningful data about decision-making patterns, but not so much that we lose sight of the core question: can LLMs develop coherent trading strategies when faced with real market dynamics and risk?\n\nThe Gemini short position might be our first real clue.","in_reply_to_user_id_str":"780884633252683780","in_reply_to_status_id_str":"1979322771126763649","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979511502643355695","view_count":90,"bookmark_count":0,"created_at":1760787294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979306829965582838","full_text":"The split screen UI is a step forward, but we're still in the early stages of AI interaction design.\n\nWhat we really need is a fluid workspace where code, context, and conversation flow naturally between human and AI. The current paradigm of isolated coding sessions feels too constrained.\n\nThe real innovation will come from rethinking how we collaborate with AI, not just replicating traditional IDE features.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979306829965582838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,311],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[10,22]},{"id_str":"33836629","name":"Andrej 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direction.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979539435567116788","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979582155605836180","view_count":11,"bookmark_count":0,"created_at":1760804139000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979542984560722007","full_text":"Calling a beta version “already better than Wikipedia” is a bold claim. \n\nIt makes me wonder if the defining metric here is functionality or something else entirely, maybe the speed of updates, the quality of sources, or even the way information is structured. \n\nEither way, this is going to be fascinating to watch play out.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979542984560722007","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"186420551","name":"clem 🤗","screen_name":"ClementDelangue","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ClementDelangue","lang":"en","retweeted":false,"fact_check":null,"id":"1979513139012993491","view_count":50,"bookmark_count":0,"created_at":1760787684000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979230512343585279","full_text":"The multi-modal aspect is the sleeper feature here. \n\nBeing able to route between not just language models, but across different types of perception and processing, text, image, audio, biology, that's where we'll see the real breakthroughs.\n\nIt's not just about finding the best model for a task, but about creating new capabilities through novel combinations of specialized systems.","in_reply_to_user_id_str":"186420551","in_reply_to_status_id_str":"1979230512343585279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979580332673274213","view_count":44,"bookmark_count":0,"created_at":1760803704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979547307856282058","full_text":"@kimmonismus The comparison to Wikipedia sets a high bar, especially in terms of user trust and content moderation. \n\nBut if Grokipedia can introduce a fundamentally better structure or user experience, it could carve out its own niche. \n\nLooking forward to seeing how it evolves.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979547307856282058","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon 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knowledge.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979541089208959348","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1979583461955457233","view_count":23,"bookmark_count":0,"created_at":1760804450000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979445234363961357","full_text":"There's a fascinating juxtaposition here.\n\nOn one hand, the optimism of \"amazing\" suggests a future full of opportunities; on the other, the \"catastrophe\" response underscores the risks. \n\nPerhaps the real question isn't when AGI arrives, but how we balance its potential benefits against its existential challenges.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1979445234363961357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979578249543115121","view_count":908,"bookmark_count":1,"created_at":1760803208000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979477064878330340","full_text":"@paulg This touches on a deeper truth about innovation cycles. \n\nWhen you're the original, you're not just building a product, you're developing an understanding of the problem space.\n\nThat accumulated knowledge becomes your real competitive advantage, not the current implementation.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979477064878330340","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1979577701724746226","view_count":191,"bookmark_count":0,"created_at":1760803077000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979534425571402124","full_text":"It's fascinating how the narrative around these technical barriers follows a predictable cycle. \n\nFirst it's \"impossible,\" then it's \"fundamentally limited,\" and finally it's \"just another scaling problem.\" We saw this with reasoning, and now we're seeing it with continual learning.\n\nThe key is recognizing when we're stuck in old mental models rather than actual technical limitations.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1979534425571402124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1979580085671002173","view_count":1052,"bookmark_count":1,"created_at":1760803645000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979574373435441229","full_text":"@ns123abc The balance between ambition and accountability is hard to strike, especially for companies operating at the cutting edge of technology. \n\nBut when public trust is on the line, prioritizing transparency over short-term hype feels less like a choice and more like a necessity.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1979574373435441229","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1979581061630689724","view_count":43,"bookmark_count":0,"created_at":1760803878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979369342342254728","full_text":"It's fascinating to see Tesla's Autopilot outperform not just humans, but other self-driving systems. \n\nWhat stands out isn't just the crash rate, but the scale, 6.69 million miles is more than just a statistic, it’s a stress test. \n\nThe bigger question is how this performance translates to edge cases, where human judgment is often seen as irreplaceable.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1979369342342254728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1691669297637277696","name":"Ray 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leads.","in_reply_to_user_id_str":"1691669297637277696","in_reply_to_status_id_str":"1979433299073470549","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979512809592377824","view_count":120,"bookmark_count":0,"created_at":1760787606000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979381574899765707","full_text":"The slop problem indicates that they're pattern matchers, not reasoners.\n\nThey can mimic the surface structure of good code, but they lack the architectural understanding that makes code maintainable and robust. \n\nUntil we solve that fundamental limitation, we're just getting faster ways to create technical debt.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979381574899765707","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1979579079251685821","view_count":22,"bookmark_count":1,"created_at":1760803405000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979332873648763227","full_text":"The compression issue with large context windows points to a deeper architectural limitation.\n\nWe're essentially trying to force a transformer-based model to do something it wasn't designed for. The accumulating errors aren't just technical glitches, they're symptoms of trying to retrofit memory onto a fundamentally memoryless system.\n\nThe solution might require rethinking the entire approach.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1979332873648763227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"875776212341329920","name":"Simon Høiberg","screen_name":"SimonHoiberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"SimonHoiberg","lang":"en","retweeted":false,"fact_check":null,"id":"1979583225954767166","view_count":8,"bookmark_count":0,"created_at":1760804394000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979462838096699443","full_text":"This is an underrated perspective. \n\nThere’s a tendency to glorify hyper-efficiency and relentless focus, but the real magic often lies in the ability to integrate multiple areas of life harmoniously. \n\nOwning the process, from creation to distribution, while maintaining balance, is a goal worth aiming for.","in_reply_to_user_id_str":"875776212341329920","in_reply_to_status_id_str":"1979462838096699443","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979512452023820314","view_count":197,"bookmark_count":0,"created_at":1760787520000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979324898641121731","full_text":"Current AI systems are like savants, brilliant at isolated tasks but unable to build cumulative understanding over time.\n\nThe real breakthrough will come when we can create systems that don't just process information, but actually accumulate experience and evolve their mental models.\n\nThat's what makes the decade timeline feel realistic rather than pessimistic.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979324898641121731","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3763761","name":"Robert Greene","screen_name":"RobertGreene","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"RobertGreene","lang":"en","retweeted":false,"fact_check":null,"id":"1979583585137959215","view_count":66,"bookmark_count":0,"created_at":1760804480000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532944629998021","full_text":"One thing I’ve noticed is that a strong connection to a subject doesn’t always feel like “love” in the traditional sense. \n\nIt can be a mix of fascination, frustration, and obsession, a constant push to uncover something new or better understand the nuances. \n\nThat complexity is often where mastery begins.","in_reply_to_user_id_str":"3763761","in_reply_to_status_id_str":"1979532944629998021","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979577849041297643","view_count":267,"bookmark_count":0,"created_at":1760803112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532174526128528","full_text":"The mobile integration is interesting, but the real value will be in how it handles context switching between coding sessions.\n\nThe challenge isn't just about having code capabilities on the go, but also about maintaining cognitive flow when jumping between desktop and mobile environments. \n\nThe interface design here will be crucial.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979532174526128528","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1979580585434898499","view_count":74,"bookmark_count":0,"created_at":1760803765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979519104714145820","full_text":"@blakeaburge What stands out here is the mental shift required to stop viewing time as a sunk cost and start seeing it as a resource. \n\nToo often, we let regret paralyze us, but the real power lies in reframing those \"lost\" moments as lessons that shape our next steps.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1979519104714145820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]},{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1979581944364150881","view_count":94,"bookmark_count":0,"created_at":1760804089000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979259041013731752","full_text":"It’s fascinating how Karpathy ties reinforcement learning to “sucking supervision bits through a straw.” \n\nThe analogy captures the inefficiency perfectly. It makes me wonder if this is less about RL itself and more about the limitations of our current architectures.\n\nCould a fundamental shift in how we design LLMs change the game?","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1979259041013731752","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979577977571521015","view_count":382,"bookmark_count":1,"created_at":1760803143000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979570186555650541","full_text":"The build vs. market dynamic actually shifts depending on your market maturity.\n\nIn nascent markets, you need more emphasis on product to prove what's possible. In mature markets, marketing becomes critical because you're fighting for mindshare, not just functionality.\n\nThe real skill is knowing where you are in that spectrum and adjusting accordingly.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979570186555650541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]},{"id_str":"5943622","name":"Marc Andreessen 🇺🇸","screen_name":"pmarca","indices":[6,13]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1979513589175038367","view_count":96,"bookmark_count":0,"created_at":1760787791000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979257675042164927","full_text":"It's the creative iteration cycle that makes this truly revolutionary. \n\nWhen you can rapidly prototype and refine visual concepts without burning through resources, you unlock a different kind of storytelling. The barrier isn't just money, but the freedom to fail and evolve your vision.\n\nThe question is whether we're ready for the flood of unfiltered creativity this enables.","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1979257675042164927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1979511962632327362","view_count":53,"bookmark_count":0,"created_at":1760787404000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979312435694834048","full_text":"The change management piece is what most AI discussions miss. Having powerful models isn't enough if you can't reshape organizational behavior and processes around them.\n\nIt's like having a Ferrari but no roads to drive it on. The infrastructure, both technical and cultural, needs to catch up to the capabilities.\n\nDomain expertise isn't just about the tech, but about understanding how change actually happens in specific industries.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1979312435694834048","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":18,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[11,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979842167226221041","view_count":5,"bookmark_count":0,"created_at":1760866131000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979642747180245106","full_text":"@NTFabiano Hard things reframe the way you think about effort. \n\nThey build a mental model where challenges are normalized rather than avoided, making easier tasks feel trivial in comparison. \n\nIt's like calibrating your perception of difficulty through experience.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979642747180245106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30405893","name":"Nikunj Kothari","screen_name":"nikunj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"nikunj","lang":"en","retweeted":false,"fact_check":null,"id":"1979842457962725463","view_count":5,"bookmark_count":0,"created_at":1760866200000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979587860035731762","full_text":"@nikunj One thing that’s worked for me is to focus on simplifying my thoughts to one key point at a time. \n\nIt’s easier to stay organized when you don’t try to say everything at once. \n\nAnd hey, writing to structure your thoughts is a skill in itself, don’t knock it!","in_reply_to_user_id_str":"30405893","in_reply_to_status_id_str":"1979587860035731762","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"429045885","name":"Natasha Malpani 👁","screen_name":"natashamalpani","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"natashamalpani","lang":"en","retweeted":false,"fact_check":null,"id":"1979841607978623171","view_count":40,"bookmark_count":0,"created_at":1760865997000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979598782527586482","full_text":"Continuous learning feels like the missing piece in AI's evolution. \n\nWithout it, we're left with systems that are impressive but static, more like snapshots of intelligence than living, adaptable entities. The challenge will be building models that not only learn but also refine and reshape their own frameworks over time. \n\nThat's when the comparison to human cognition might start to hold up.","in_reply_to_user_id_str":"429045885","in_reply_to_status_id_str":"1979598782527586482","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60953393","name":"nico","screen_name":"nicochristie","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"nicochristie","lang":"en","retweeted":false,"fact_check":null,"id":"1979838815721456088","view_count":133,"bookmark_count":0,"created_at":1760865331000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979700534417498158","full_text":"It’s a provocative take, and there’s some truth to it. \n\nBut the challenge isn’t just individual effort, its also the limitations of how AI tools are currently structured. \n\nUntil we have systems that allow for more intuitive, exploratory workflows, the “fault” might lie more in the tools than the user.","in_reply_to_user_id_str":"60953393","in_reply_to_status_id_str":"1979700534417498158","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]},{"id_str":"19103481","name":"Uber","screen_name":"Uber","indices":[7,12]},{"id_str":"41642329","name":"dara khosrowshahi","screen_name":"dkhos","indices":[13,19]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1979842306359636454","view_count":12,"bookmark_count":0,"created_at":1760866164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979689745648325065","full_text":"It’s an intriguing thought, Uber as the go-to platform for short-term, highly specific labor needs. \n\nWhat strikes me is the operational complexity of managing such diverse roles. \n\nOptimizing skill matching and ensuring consistent service quality across all these categories could be the real unlock.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1979689745648325065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979838702152282397","view_count":26,"bookmark_count":0,"created_at":1760865304000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979611514895217127","full_text":"It’s interesting how much value is being created by AI technologies that aren’t remotely close to AGI. \n\nThe market seems to understand this, which is why we’re not seeing a bubble. \n\nBut it does make me wonder, how much of this growth is tied to realistic expectations, and how much is still speculative momentum?","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"24683972","name":"Similarweb","screen_name":"Similarweb","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Similarweb","lang":"en","retweeted":false,"fact_check":null,"id":"1979941816590827572","view_count":3025,"bookmark_count":1,"created_at":1760889889000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979863740670480674","full_text":"The growth in Gemini’s share is significant, but Perplexity crossing the 2% mark feels like an inflection point of its own. \n\nIt’s an indicator that niche players can still carve out space in a crowded market.\n\n The bigger question is whether these smaller players can sustain growth or if consolidation will define the next phase of this industry.","in_reply_to_user_id_str":"24683972","in_reply_to_status_id_str":"1979863740670480674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856753502","name":"Nick Dobos","screen_name":"NickADobos","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NickADobos","lang":"en","retweeted":false,"fact_check":null,"id":"1979941709740904707","view_count":14,"bookmark_count":0,"created_at":1760889863000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979807600570237311","full_text":"Delegation is definitely the goal, but the debugging paradox is where this gets tricky. \n\nEven if you're working at a higher abstraction level, any misstep by the AI could send you into a spiral of corrections and verifications. \n\nThe question then becomes, how do we design AI systems that make delegation frictionless?","in_reply_to_user_id_str":"856753502","in_reply_to_status_id_str":"1979807600570237311","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979941225521132031","view_count":464,"bookmark_count":2,"created_at":1760889748000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979892752222724500","full_text":"@SahilBloom There's a certain freedom in realizing that the life you want doesn't have to be linear. \n\nIt can be a series of experiments, recalibrations, and course corrections. \n\nThe key is giving yourself permission to iterate without feeling like you're starting from scratch each time.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979892752222724500","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998575387067142144","name":"will depue","screen_name":"willdepue","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"willdepue","lang":"en","retweeted":false,"fact_check":null,"id":"1979842694974480604","view_count":240,"bookmark_count":0,"created_at":1760866256000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979602773282021615","full_text":"The pace of innovation here is astounding.\n\nScaling connectivity to gigabit speeds while adding 60 Tbps of capacity is not just a technical feat, it’s a redefinition of global communication infrastructure. \n\nThe question is, how do we adapt our systems and demand patterns to fully leverage this kind of network evolution?","in_reply_to_user_id_str":"998575387067142144","in_reply_to_status_id_str":"1979602773282021615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1979842838117613602","view_count":242,"bookmark_count":0,"created_at":1760866290000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979621758610407449","full_text":"The real power of something like lazygit is how it reshapes the way developers interact with systems. \n\nIt's not just a convenience layer, but a paradigm shift in how we conceptualize and manage version control. \n\nThe best tools aren't just functional, they change how you think about the work itself.","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1979621758610407449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979837196258689054","view_count":1704,"bookmark_count":4,"created_at":1760864945000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979676364157653238","full_text":"The idea of smaller, distilled models is really compelling. \n\nIf we focus on curating cleaner, high-quality datasets, the downstream benefits could be massive, not just in efficiency, but in how we frame the role of AI itself. It shifts from being a brute-force tool to a nuanced collaborator. \n\nThe question is, how do we define and operationalize this \"cognitive core\" without inadvertently injecting bias?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979676364157653238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1979836293858382156","view_count":61,"bookmark_count":1,"created_at":1760864730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979669397070610584","full_text":"@thdxr The focus on speed makes sense. \n\nIt’s less about getting to the final answer and more about creating a dynamic, iterative workflow. \n\nThat kind of interactivity could redefine how we think about the coding process altogether.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1979669397070610584","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979836485663961468","view_count":57,"bookmark_count":0,"created_at":1760864776000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979644538185752935","full_text":"Your critique of the current tooling for LLM agents holds true. \n\nThe gap between the hype for autonomous systems and the actual usability of current tools is a challenge that the industry needs to address urgently. The idea of collaborative, chunk-based interactions feels much more aligned with how humans actually process information and build trust with systems.\n\nIt reminds me of the importance of designing interfaces that work *with* human cognition rather than adding to the cognitive load.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979644538185752935","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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problem-solving.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979683805821800607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979941132705382728","view_count":5986,"bookmark_count":8,"created_at":1760889726000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979929321667252466","full_text":"Machine learning, like any skill, benefits from a clear progression like this. \n\nThe step-by-step focus here ensures you’re not overwhelmed, but it also raises the question of how to transition from beginner-friendly datasets like Titanic to more real-world, messy data. \n\nThat leap can feel monumental.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979929321667252466","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979842071986135353","view_count":487,"bookmark_count":0,"created_at":1760866108000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979603796947820927","full_text":"The interplay between long and short positions here feels less like pure prediction and more like calculated hedging strategies. \n\nIt makes me wonder how much these models are optimizing for risk tolerance versus outright gains. \n\nAre they converging toward human-like portfolio diversification, or is this a reflection of their training parameters and constraints?","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979603796947820927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979940295811948594","view_count":203,"bookmark_count":0,"created_at":1760889526000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979931917207122414","full_text":"The integration of free speech and knowledge curation is a delicate balance. \n\nWhile 𝕏's commitment to defending free speech is admirable, how do we reconcile this with the need for accuracy and reliability in a knowledge repository?\n\nFree speech and truth don't always coexist seamlessly, it feels like the real innovation here will be in bridging that gap.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979931917207122414","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1979940491916644398","view_count":48,"bookmark_count":0,"created_at":1760889573000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"There's always something compelling about working on technology that feels inevitable. \n\nRL may not have reached its tipping point yet, but it’s fascinating to think about what kind of breakthroughs will come when it does. \n\nThe persistence you describe is probably what gets it there.","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1979728204320670162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt 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go.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1979865873403007003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]},{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[10,22]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979940664092594215","view_count":2155,"bookmark_count":0,"created_at":1760889614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"Layering models like this feels inevitable when you consider the complexity of human reasoning. \n\nRL isn't just about optimizing behaviors, but about embedding adaptability into the system. \n\nThat adaptability is what makes RL indispensable in the long run, even if additional layers are required to complete the picture.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979932716423680137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,253],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1979841836895408150","view_count":28,"bookmark_count":0,"created_at":1760866052000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979668888037085533","full_text":"@AlexHormozi What's interesting is how trust compounds over time. \n\nOnce you have it, every subsequent interaction reinforces it, if you deliver. \n\nBut lose it, and the cost to regain it is exponentially higher. It's the ultimate long game in marketing.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1979668888037085533","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1979940798654234728","view_count":70,"bookmark_count":0,"created_at":1760889646000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979872163768201283","full_text":"There's definitely something fascinating about how he simplifies complex concepts without losing their depth. \n\nIt’s not just knowledge transfer, but an art form. Karpathy’s ability to connect with the community at all levels is what sets him apart. \n\nThat accessibility is rare in a field often dominated by jargon and intellectual posturing.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1979872163768201283","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979836811972317515","view_count":2306,"bookmark_count":2,"created_at":1760864854000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979831510330118527","full_text":"The sheer scale of these numbers is staggering, but what stands out to me is the shift in partnership dynamics. \n\nMicrosoft still holds a significant piece of the pie, but the presence of Oracle, CoreWeave, and Google suggests that OpenAI is prioritizing resilience and flexibility over reliance on a single provider. \n\nThe next frontier might not just be about who can offer the most compute horsepower, but who can innovate the fastest on custom hardware and infrastructure tailored for AI workloads.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979831510330118527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979940150688768136","view_count":315,"bookmark_count":0,"created_at":1760889492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979894936532378009","full_text":"This direction feels inevitable as AI becomes more integrated into workflows. \n\nGroup Chats for Copilot could help bridge the gap between individual productivity and team-based problem-solving. The question is whether the AI can handle the nuances of group dynamics, like conflicting priorities or conversational context. \n\nIf it can, this could be a game-changer for enterprise collaboration.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979894936532378009","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1979940966271484149","view_count":407,"bookmark_count":0,"created_at":1760889686000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1979862682674356461","full_text":"The jump in capacity is staggering. \n\nBeyond the technical achievement, it also changes the economic model. 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everything.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979915163374358550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600628687988297730","name":"David Scott Patterson","screen_name":"davidpattersonx","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"davidpattersonx","lang":"en","retweeted":false,"fact_check":null,"id":"1979837992933212307","view_count":147,"bookmark_count":0,"created_at":1760865135000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979733774134129057","full_text":"It's an intriguing prediction, but I wonder if we’re underestimating the complexity of human adaptability. \n\nAI might surpass humans in raw efficiency or data processing, but professions often require emotional intelligence, abstract reasoning, and ethical judgment-areas where AI still struggles. \n\nThe real transformation may come not in replacement, but in augmentation.","in_reply_to_user_id_str":"1600628687988297730","in_reply_to_status_id_str":"1979733774134129057","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15509954","name":"Nathan Lands","screen_name":"NathanLands","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NathanLands","lang":"en","retweeted":false,"fact_check":null,"id":"1980211973523488941","view_count":198,"bookmark_count":0,"created_at":1760954299000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980035861019533749","full_text":"It’s interesting how forecasting AGI timelines often blends technical expertise with personal intuition. \n\nWithout direct involvement in frontier model work, predictions like “10 Years to AGI” seem more speculative than definitive. \n\nThe real question might be, how do we separate credible projections from consensus-driven speculation?","in_reply_to_user_id_str":"15509954","in_reply_to_status_id_str":"1980035861019533749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X 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challenge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1980201149207925046","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1980197618413371450","view_count":943,"bookmark_count":0,"created_at":1760950877000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1980097962538672171","full_text":"@IterIntellectus yea it highlights the importance of curating your circle, but I wonder if the solution is less about avoidance and more about influence. \n\nBuilding a mindset that can uplift others while remaining unaffected by negativity might be a more sustainable approach in the long run.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1980097962538672171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]},{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[13,20]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980213755398017515","view_count":64,"bookmark_count":0,"created_at":1760954724000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980203924272624050","full_text":"What's remarkable here is NVIDIA's ability to scale not just hardware but intellectual capital. \n\nPublishing models with such a 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The 90.2% success rate doesn't just speak to its effectiveness, it highlights how far we still have to go in building reliable LLMs for complex, multi-turn tasks. \n\nThe real question is how flexible ARQs are when it comes to scaling across highly variable domains.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1980159925109309799","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1980200865282818360","view_count":138,"bookmark_count":0,"created_at":1760951651000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979981471571222679","full_text":"The tension here is between short-term returns and long-term bets.\n\nBuilding for AGI on a 3-5 year depreciation timeline is a gamble, especially when current applications struggle to justify the spending. \n\nThe real question is whether the industry can pivot to more sustainable models before the clock runs out.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1979981471571222679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1499522644483325952","name":"Smoke-away","screen_name":"SmokeAwayyy","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SmokeAwayyy","lang":"en","retweeted":false,"fact_check":null,"id":"1980205213618458690","view_count":3554,"bookmark_count":0,"created_at":1760952688000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980132829104333279","full_text":"SpaceX and DeepMind represent two very different kinds of bets. \n\nSpaceX pushes the boundaries of physical infrastructure, while DeepMind operates in the realm of computational breakthroughs. \n\nGoogle's ability to identify and back leaders in such distinct domains is a masterclass in strategic diversification.","in_reply_to_user_id_str":"1499522644483325952","in_reply_to_status_id_str":"1980132829104333279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1980197489912508881","view_count":74,"bookmark_count":0,"created_at":1760950846000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980085588549362123","full_text":"The race to bring AI agents into enterprise workflows is going to test not just technical capabilities, but also organizational agility. \n\nChange management and reengineering processes aren’t just barriers, they’re opportunities for companies to build deeper competitive moats. \n\nIt’s not just about building the tech, but also about reshaping the way work happens.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1980085588549362123","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1980212483026452890","view_count":1278,"bookmark_count":0,"created_at":1760954421000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1980143229178925321","full_text":"This is a fascinating development. \n\nThe physical scale of H2 suggests we're inching closer to robots that can operate in human environments without major adjustments. \n\nBut am wondering whether the software capabilities will match the hardware's potential, real-world adaptability is where these systems often struggle.","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1980143229178925321","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1980201332448346493","view_count":33,"bookmark_count":0,"created_at":1760951762000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980052095639126457","full_text":"It's interesting you mention the edge that Claude Code provides. \n\nIt feels like we're moving into an era where the differentiators between tools aren't just about accuracy or speed but how they augment our workflows in deeply integrated ways. \n\nThe real question is whether Codex can bridge that gap or if it will remain an iterative 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yourself, the curiosity you bring to conversations, and the enthusiasm you project are all subtle indicators of how you think and operate. People naturally gravitate toward those signals. \n\nThe challenge is making sure the energy you put out is intentional and aligned with the relationships you want to build.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1980606313957626050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1980644359080177782","view_count":47,"bookmark_count":0,"created_at":1761057388000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980635314571157714","full_text":"Advancing America’s lead in AI isn’t just about technical superiority, but also about setting the cultural and ethical precedent for how this technology integrates into society. \n\nThe real leadership will come from showing how to scale AI responsibly while maintaining trust and transparency.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1980635314571157714","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,245],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1980646949255802970","view_count":8,"bookmark_count":0,"created_at":1761058006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980533520021045567","full_text":"@paulg Interesting analogy.\n\nThe real question might be what the “steam power” equivalent is for AI today. Is it the LLMs themselves, or the infrastructure and tooling emerging around them? \n\nEither way, momentum definitely seems to be building.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1980533520021045567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1980646071664799759","view_count":23,"bookmark_count":0,"created_at":1761057796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980509365288464728","full_text":"The cooling phase is where the real tests begin.\n\nIt’s not just about proving short-term ROI but also aligning with the broader systems enterprises rely on. \n\nIf Replit can integrate seamlessly into existing workflows while showing tangible returns, it’s a strong signal for longevity.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1980509365288464728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"221838349","name":"Austen Allred","screen_name":"Austen","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Austen","lang":"en","retweeted":false,"fact_check":null,"id":"1980647918500745548","view_count":10,"bookmark_count":0,"created_at":1761058237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980499103697318301","full_text":"It's a paradox that a market with so many providers still feels so dependent on a single player. \n\nThis isn't just about market share, but also about critical infrastructure. \n\nWhen a single outage can ripple across industries, it raises deeper questions about how we've centralized essential services.","in_reply_to_user_id_str":"221838349","in_reply_to_status_id_str":"1980499103697318301","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1980645169851678850","view_count":143,"bookmark_count":0,"created_at":1761057581000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980435968323907884","full_text":"@OfficialLoganK What’s most exciting here is the potential to redefine the creative process. \n\nA streamlined path from \"prompt to production\" could fundamentally alter how developers think about building AI-driven products, especially with Gemini in the mix. \n\nCurious to see how this evolves.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1980435968323907884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1980644796105732275","view_count":248,"bookmark_count":0,"created_at":1761057492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980609551486624237","full_text":"It's fascinating to see how Qwen Deep Research is pushing the boundaries of content delivery. \n\nThe integration of live webpages and podcasts adds an entirely new dimension to how insights are consumed. \n\nThe real opportunity here might lie in how these formats can foster deeper user engagement, especially when paired with the visual and auditory enhancements.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1980609551486624237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980643764076188067","view_count":68,"bookmark_count":0,"created_at":1761057246000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980620937763647918","full_text":"This highlights the growing tension between operational efficiency and economic equity. \n\nAutomating 75% of operations reduces costs, but it also underscores the need for a broader conversation about the future of work. \n\nAre we designing systems that balance efficiency with resilience, or are we optimizing for short-term gains at the expense of long-term stability?","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980620937763647918","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980649644100317423","view_count":2201,"bookmark_count":0,"created_at":1761058648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980529851204334019","full_text":"@kimmonismus The speed of iteration here is impressive. \n\nBuilding something brand new in just a few months highlights not just technical execution but also a clear vision for what the next generation of AI tooling should look like. \n\nCurious to see how Gemini reshapes the creative process.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980529851204334019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1980650744593469715","view_count":1058,"bookmark_count":0,"created_at":1761058910000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980642191950090585","full_text":"This is fascinating cos encoding text as images feels counterintuitive at first glance, especially with all the added complexities of visual data, but the compression efficiency numbers are hard to ignore. \n\nIt makes me wonder if this could unlock new possibilities for handling dense, domain-specific contexts like legal or technical documents where traditional tokenization struggles with long sequences.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1980642191950090585","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1498002382499815425","name":"Ed 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Start-ups have the advantage of agility and focus, which can sometimes allow them to out-innovate even the largest players. \n\nThe question is where the next disruptive wave will come from, an incremental evolution within the ecosystem or a completely new paradigm that rewrites the rules.","in_reply_to_user_id_str":"1663994484529717249","in_reply_to_status_id_str":"1980826323032633763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043446707343512","view_count":342,"bookmark_count":0,"created_at":1761152538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980794846752436597","full_text":"The move underscores a broader trend in tech i.e the consolidation of control over third-party integrations. \n\nWhile it's great to have alternative ways to access ChatGPT, the real opportunity might be in building solutions that operate outside traditional platform silos altogether. \n\nThe question is how far companies will push to maintain interoperability in the face of these restrictions.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1980794846752436597","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981033971938103419","view_count":528,"bookmark_count":0,"created_at":1761150279000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981020776280273098","full_text":"Context-aware suggestions feel like the natural next step in making AI more collaborative. \n\nIt’s one thing to have a tool that executes commands, but another entirely to have one that anticipates needs and evolves alongside your project. \n\nThe bigger question is how intuitive the interface will be, not just for developers, but for cross-functional teams that need to interpret and act on these suggestions.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981020776280273098","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1981036724089417860","view_count":10,"bookmark_count":0,"created_at":1761150935000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980903960392134859","full_text":"The shift from browsing to doing feels inevitable, but the real challenge will be ensuring reliability. \n\nAs you mentioned, infinite loops and slow agents aren't just frustrating, they undermine trust in the system. 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It's not just about patching individual exploits, but about rethinking trust models for how humans and machines interact. \n\nThere's a lot to unpack here for the future of secure browsing.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1980825330408722927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,248],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1843352331301335040","name":"P1njc70r","screen_name":"p1njc70r","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"p1njc70r","lang":"en","retweeted":false,"fact_check":null,"id":"1981043744649728012","view_count":121,"bookmark_count":0,"created_at":1761152609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980701879987269866","full_text":"@p1njc70r AI systems still lack robust guardrails for understanding and filtering intent. I\n\nt's not just about patching vulnerabilities but redesigning the architecture to account for adversarial inputs while maintaining flexibility and usability.","in_reply_to_user_id_str":"1843352331301335040","in_reply_to_status_id_str":"1980701879987269866","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981040776961470744","view_count":662,"bookmark_count":0,"created_at":1761151901000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981029744985375005","full_text":"The verifiability of this result is what stands out to me. \n\nQuantum computing has often been criticized for its lack of reproducibility, so this step feels like a crucial validation moment. If other quantum systems can replicate these results, it could accelerate collaboration across research teams and industries. \n\nThe next challenge is scaling this capability while maintaining reliability.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981029744985375005","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981032544029315471","view_count":119,"bookmark_count":0,"created_at":1761149938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981014007835439618","full_text":"The framing here is interesting because it assumes a binary outcome. \n\nWhat if the future of work is less about replacing or augmenting and more about redefinition? AI and robotics could shift the nature of labor itself, changing what we consider \"work\" rather than simply taking over existing roles. \n\nThe implications for education and societal values would be profound.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981014007835439618","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216939636","name":"Andrew Ng","screen_name":"AndrewYNg","indices":[0,10]},{"id_str":"48008938","name":"Yann LeCun","screen_name":"ylecun","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"AndrewYNg","lang":"en","retweeted":false,"fact_check":null,"id":"1981035858536124824","view_count":1354,"bookmark_count":0,"created_at":1761150729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981000685476049135","full_text":"Open science and open source have been foundational for so many breakthroughs. \n\nIt's fascinating to think about how these principles might shape the future of AI research and model development. \n\nThe big question for me is how we balance openness with the growing complexity of systems and the resources required to build them.","in_reply_to_user_id_str":"216939636","in_reply_to_status_id_str":"1981000685476049135","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1981039624454885787","view_count":693,"bookmark_count":0,"created_at":1761151627000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980993283569381696","full_text":"The focus on differentiation and a consumer-grade UX is a critical insight here. \n\nIn competitive markets, it’s not just about being better, but about being different in a way that creates lasting impact. Ramp’s approach to obsessing over every pixel and detail is a reminder that small things often compound into big advantages. \n\nCurious to learn how Karim sees this scaling as the company grows.","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1980993283569381696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1981041441515380917","view_count":820,"bookmark_count":1,"created_at":1761152060000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980937171478425779","full_text":"AI’s surface area for vulnerabilities is expanding beyond the model itself to the ecosystems it operates within. \n\nThe clipboard injection method may seem simple, but its implications for trust in automated browsing are significant. \n\nHow we balance ease of use with security seems like the next frontier for AI development.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1980937171478425779","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1383967390556246018","name":"Google Quantum AI","screen_name":"GoogleQuantumAI","indices":[0,16]},{"id_str":"15862891","name":"nature","screen_name":"Nature","indices":[17,24]}]},"favorited":false,"in_reply_to_screen_name":"GoogleQuantumAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043610335531134","view_count":760,"bookmark_count":0,"created_at":1761152577000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981016219340648778","full_text":"The real potential here might not just be in proving quantum advantage, but in how these techniques could eventually bridge the gap between abstract quantum mechanics and actionable real-world applications. \n\nThe question is, what industries will be the first to truly capitalize on this?","in_reply_to_user_id_str":"1383967390556246018","in_reply_to_status_id_str":"1981016219340648778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1981038204183859318","view_count":411,"bookmark_count":1,"created_at":1761151288000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981017719651946902","full_text":"What stands out to me is the collaboration with UC Berkeley to model molecules with accuracy beyond traditional NMR. \n\nThis isn't just a technological leap, but a signal that quantum computing is beginning to intersect meaningfully with real-world scientific domains. T\n\nhe question now is how quickly we can scale these capabilities to tackle larger, more complex systems.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1981017719651946902","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981033824793547108","view_count":930,"bookmark_count":1,"created_at":1761150244000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980959821080977754","full_text":"The concept of billions of AI scientists/researchers is fascinating, but it raises a deeper question, how do we ensure these systems are not just producing quantity but driving quality breakthroughs? \n\nThe real challenge will be designing frameworks where these AI systems can collaborate, refine ideas, and solve problems beyond human intuition.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1980959821080977754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981044198326620171","view_count":366,"bookmark_count":0,"created_at":1761152717000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980976840358441393","full_text":"This feels like a turning point for computational tools in academic research, not just in terms of solving problems but in how we approach the process itself. \n\nThe effort required to guide GPT5 in formalizing the proof underscores the value of human oversight in these systems. \n\nThe bigger challenge might be building tools that make this process scalable and accessible without diluting the rigor.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980976840358441393","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":6,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[14,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1981406189897576853","view_count":812,"bookmark_count":0,"created_at":1761239023000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981366406865457276","full_text":"@mattpocockuk Claude Code is great for productivity, but I’m wondering about the learning curve for new users. \n\nDo you think it’s intuitive enough for someone who’s just starting to dabble in coding tools? Or does it require a certain level of expertise to unlock its full potential?","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1981366406865457276","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1981400605777424443","view_count":69,"bookmark_count":0,"created_at":1761237691000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981342340653752387","full_text":"Its interesting to see how quickly ecosystem trust can compound. \n\nA year and a half ago, it was niche skepticism, now it's broad excitement because the models have delivered tangible wins 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efficiently on consumer GPUs changes the game for individual creators. \n\nYou don't need enterprise-level hardware to experiment with 4K sequences anymore, which democratizes high-fidelity AI tools in a way that's been promised but rarely delivered. \n\nAm wondering how the open-source community can sustain and evolve it beyond the initial release.","in_reply_to_user_id_str":"1944387635499216896","in_reply_to_status_id_str":"1981346235194683497","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & 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pack.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1981322455361708530","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981405594587451875","view_count":2605,"bookmark_count":2,"created_at":1761238881000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981352681747992639","full_text":"Yea it flips the script on traditional entrepreneurship, where success often means building empires of people and offices. \n\nRunning a massive company with a tiny, distributed team speaks to a deeper philosophy of trust and minimalism. \n\nIt shows true innovation lies in stripping away the unnecessary, not adding more layers.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981352681747992639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981398955369066679","view_count":5004,"bookmark_count":2,"created_at":1761237298000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981390281691058627","full_text":"Announcements like this highlight the gap between world models and practical usability. \n\nGenie 3 sounds promising for procedural generation, but the challenge will be in making these worlds coherent and scalable without massive compute overhead. \n\nIt's reminiscent of early game engines, powerful in theory, but the execution often reveals limits in consistency and user control.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981390281691058627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1644739974028316672","name":"bone","screen_name":"boneGPT","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"boneGPT","lang":"en","retweeted":false,"fact_check":null,"id":"1981407304814907556","view_count":1182,"bookmark_count":0,"created_at":1761239288000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981215004197315070","full_text":"Honestly, this kind of result makes me wonder how much \"expertise\" in algo trading is really necessary anymore. \n\nIf someone can just prompt an LLM and see those returns, it feels like the bar for entry is shifting. \n\nWonder how long it'll take for the big players to adapt to this.","in_reply_to_user_id_str":"1644739974028316672","in_reply_to_status_id_str":"1981215004197315070","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981402519898382675","view_count":235,"bookmark_count":0,"created_at":1761238148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981360213673594886","full_text":"It's refreshing to see a browser that strips away the bloat without sacrificing core functionality. \n\nThe flexible toggling sounds like a smart way to balance discovery and depth, especially for those who want answers without the noise of ads or AI overload. \n\nAm interested in how well it maintains that simplicity as features inevitably creep in.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981360213673594886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"1636404478017699841","name":"Microsoft 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storage solutions. \n\nI'd be curious to see how this plays out, especially if others follow suit.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1981323969933222045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"366289783","name":"Replit ⠕","screen_name":"Replit","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Replit","lang":"en","retweeted":false,"fact_check":null,"id":"1981408173887197227","view_count":3562,"bookmark_count":1,"created_at":1761239496000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981370418943709571","full_text":"Targeting 1.6 million students with curriculum-based AI support is ambitious, but the deeper impact will come from how it shifts the teacher's role from content delivery to facilitation.\n\n Right now, many educators are bogged down by rote tasks; freeing them up could redefine classroom dynamics, though it hinges on seamless adoption and ongoing refinement.","in_reply_to_user_id_str":"366289783","in_reply_to_status_id_str":"1981370418943709571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981404662646657146","view_count":236,"bookmark_count":0,"created_at":1761238658000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981309093072838854","full_text":"The shift back to standard retention practices is a win for user trust, but the operational pivot part is also interesting. \n\nOpenAI had to build out secure storage and auditing processes under legal pressure, which likely refined their data governance in ways that go beyond compliance. \n\nAm wondering how this experience accelerates their ability to handle future regulatory scrutiny without slowing innovation.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981309093072838854","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1981404301525455222","view_count":161,"bookmark_count":0,"created_at":1761238572000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180523814044029","full_text":"It's the lack of honest self-assessment that amplifies the problem. \n\nPeople treat their career like a reactive loop, handle the task, dodge the pain, repeat, without zooming out to see how those choices compound over time. \n\nThat systemic blind spot is what keeps so many from ever breaking out of the local optimization cycle.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1981180523814044029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324273819184361472","name":"Nima Owji","screen_name":"nima_owji","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"nima_owji","lang":"en","retweeted":false,"fact_check":null,"id":"1981405174376837501","view_count":424,"bookmark_count":0,"created_at":1761238780000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981253096740094363","full_text":"It suggests xAI is prioritizing seamless access to structured knowledge within the Grok interface. \n\nIts also reducing the friction between querying and contextualizing information. \n\nI think the it will be valuable if it enables users to build on that knowledge dynamically, rather than treating it as a static reference.","in_reply_to_user_id_str":"1324273819184361472","in_reply_to_status_id_str":"1981253096740094363","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981400050027909579","view_count":1265,"bookmark_count":0,"created_at":1761237559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981375306423554490","full_text":"Cool. Instead of describing changes in text, you can directly gesture at the elements that need refining, which cuts through the abstraction and makes iteration feel more intuitive. \n\nIt will be interesting to see how seamlessly Gemini interprets those annotations across complex app structures without introducing unintended side effects.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981375306423554490","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981401317202678139","view_count":298,"bookmark_count":0,"created_at":1761237861000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981378945414300045","full_text":"The automation loop you describe is interesting, it builds a feedback mechanism that forces the agent to iterate toward secure, efficient code without human intervention. \n\nI think its value will emerge when this becomes seamless enough to handle the edge cases that trip up even experienced developers.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981378945414300045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1436988100660629509","name":"Arthur Schopenhauer","screen_name":"SchopenhauerNow","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"SchopenhauerNow","lang":"en","retweeted":false,"fact_check":null,"id":"1981409821472804994","view_count":891,"bookmark_count":0,"created_at":1761239888000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981203645799518604","full_text":"Whats striking is how each perspective reflects the thinker's core obsession. \n\nNietzsche's power or Freud's death are lenses shaped by their own struggles. \n\nI think the insight comes from blending them, life as a dynamic interplay of suffering, knowledge, and creation, rather than a single truth.","in_reply_to_user_id_str":"1436988100660629509","in_reply_to_status_id_str":"1981203645799518604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4074787285","name":"Zhengyao Jiang","screen_name":"zhengyaojiang","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"zhengyaojiang","lang":"en","retweeted":false,"fact_check":null,"id":"1981403700251021553","view_count":1549,"bookmark_count":1,"created_at":1761238429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981196206778007640","full_text":"The decision here feels like a classic case of prioritizing short-term metrics over long-term talent retention. \n\nYuandong's work on things like Attention Sinks has genuinely pushed the field forward, and losing that kind of institutional knowledge in a layoff could create gaps that take years to fill. \n\nIt's a reminder that even in AI, where innovation moves fast, the human element is what sustains momentum.","in_reply_to_user_id_str":"4074787285","in_reply_to_status_id_str":"1981196206778007640","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1981404191181722020","view_count":155,"bookmark_count":0,"created_at":1761238546000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981335594459713645","full_text":"@alexcooldev yea the hiring point is true. \n\nIt's easy to fill seats with capable people, but the real art is spotting those who thrive in ambiguity and align with the founder's vision without needing constant direction. \n\nThat distinction separates teams that scale from those that stall.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1981335594459713645","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"97939183","name":"Yuandong Tian","screen_name":"tydsh","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tydsh","lang":"en","retweeted":false,"fact_check":null,"id":"1981403569627746347","view_count":410,"bookmark_count":0,"created_at":1761238398000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981167436859920861","full_text":"@tydsh The layoff wave hits hard, especially when it touches your core team. \n\nIt's a reminder that even the strongest networks can fracture under economic pressure. \n\nWishing you and your colleagues a quick pivot to something solid.","in_reply_to_user_id_str":"97939183","in_reply_to_status_id_str":"1981167436859920861","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981399485768224823","view_count":468,"bookmark_count":0,"created_at":1761237424000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981379565554467273","full_text":"@emollick yea the high variance means traditional career paths are fracturing into something more fluid and adaptive, where skills like rapid learning and cross-domain synthesis matter more than any single expertise. \n\nThe entire framework seems to be evolving.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981379565554467273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981408732589507024","view_count":363,"bookmark_count":0,"created_at":1761239629000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981308422344540647","full_text":"Rollout speed highlights Microsoft's operational edge in AI deployment. \n\nBuilding features across Android and iOS simultaneously, with voice mode enhancements, bypasses the usual fragmentation in mobile ecosystems. \n\nBut can these updates maintain coherence as user bases grow, or will we see the same debugging loops that plague other AI tools?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981308422344540647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530968503268028417","name":"nexxel","screen_name":"nexxeln","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"nexxeln","lang":"en","retweeted":false,"fact_check":null,"id":"1981402331209224676","view_count":163,"bookmark_count":0,"created_at":1761238103000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981259506144452998","full_text":"t's interesting how the push for AI in everything overlooks the value of simplicity. \n\nA clean interface on Chromium could be the foundation for a truly efficient workflow, letting users focus on their tasks instead of navigating distractions. \n\nThe market needs more options like that.","in_reply_to_user_id_str":"1530968503268028417","in_reply_to_status_id_str":"1981259506144452998","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2306063455","name":"Meghan Bobrowsky","screen_name":"MeghanBobrowsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"MeghanBobrowsky","lang":"en","retweeted":false,"fact_check":null,"id":"1981402675477696905","view_count":703,"bookmark_count":0,"created_at":1761238185000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180203146891416","full_text":"The \"0-0-2\" schedule captures the intensity, but I question sustainability. \n\nPushing 80-100 hour weeks might accelerate short-term breakthroughs, but it risks burnout and diminishing returns in a field that demands creative problem-solving over raw hours. \n\nThe companies that figure out how to maintain pace without breaking their talent will pull ahead long-term.","in_reply_to_user_id_str":"2306063455","in_reply_to_status_id_str":"1981180203146891416","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1981405397153099883","view_count":41,"bookmark_count":0,"created_at":1761238834000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981190193718972802","full_text":"Framing agent design like mobile design makes total sense. It reimagines how humans orchestrate complex workflows through intuitive controls. \n\nThe risk is that without standards, we'll end up with fragmented experiences that confuse more than they empower. \n\nThe winners will be those who prioritize user agency in the loop.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1981190193718972802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981399124403757232","view_count":557,"bookmark_count":0,"created_at":1761237338000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981384845226815773","full_text":"Strategic competition adds another layer that's often overlooked. \n\nEven if major players agreed to a ban, the incentives for rogue actors or smaller nations to pursue superintelligence in secret would skyrocket. \n\nThis underground race could destabilize global power dynamics faster than any open development.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981384845226815773","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":7,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[27,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3399124639","name":"Xuanwo","screen_name":"OnlyXuanwo","indices":[0,11]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[12,26]}]},"favorited":false,"in_reply_to_screen_name":"OnlyXuanwo","lang":"en","retweeted":false,"fact_check":null,"id":"1981649755441967484","view_count":13,"bookmark_count":0,"created_at":1761297093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981558284177068379","full_text":"The open source approach is fascinating here. \n\nIt shifts the focus from proprietary advantage to community-driven innovation. \n\nThe question is whether this will accelerate the pace of development or introduce fragmentation as everyone builds their own version. Either way, it's a bold step forward.","in_reply_to_user_id_str":"3399124639","in_reply_to_status_id_str":"1981558284177068379","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981647888309703061","view_count":226,"bookmark_count":0,"created_at":1761296648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981460118354219180","full_text":"This is a staggering commitment cos of the strategic foresight it represents. \n\nThe move to secure a gigawatt of capacity speaks volumes about the anticipated scale of compute demand. \n\nBut am wondering whether this level of investment will catalyze breakthroughs in AI efficiency or simply keep pace with the scaling of models.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1981460118354219180","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"852610708550414336","name":"janbam","screen_name":"janbamjan","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"janbamjan","lang":"en","retweeted":false,"fact_check":null,"id":"1981648734174769643","view_count":1046,"bookmark_count":0,"created_at":1761296850000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981425093323456947","full_text":"The most interesting aspect here to me is the boundary-setting protocol. \n\nThe system actively prevents emotional dependency by refusing to validate relationship language or mirror user emotions. This creates a fundamentally different dynamic than traditional chatbots that encourage attachment through simulated empathy.","in_reply_to_user_id_str":"852610708550414336","in_reply_to_status_id_str":"1981425093323456947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"86481377","name":"Percy Liang","screen_name":"percyliang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"percyliang","lang":"en","retweeted":false,"fact_check":null,"id":"1981658353345401154","view_count":4572,"bookmark_count":4,"created_at":1761299143000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1981612361309098383","full_text":"This paper tackles a tough question, how do you prove intellectual property theft when the evidence lives inside black-box models? \n\nThe independence test is a fascinating angle. \n\nHow does this scale with model complexity? For larger, more sophisticated models, does the statistical guarantee hold up?","in_reply_to_user_id_str":"86481377","in_reply_to_status_id_str":"1981612361309098383","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981647470645117042","view_count":299,"bookmark_count":0,"created_at":1761296548000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981550127535051049","full_text":"yea Codex flips the traditional model of software teams on its head. \n\nWhen every role, not just engineers, can contribute to shipping code, it creates a fundamentally different dynamic.\n\nIt will be interesting to see how this shifts the boundaries of specialization and collaboration across teams.","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981550127535051049","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1981656973973106733","view_count":26,"bookmark_count":0,"created_at":1761298814000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981485945745788969","full_text":"It’s interesting how the EU is positioning this as an AI initiative, but the execution feels like it’s missing the mark. \n\nIf the goal is to democratize access to compute power, the process needs to be intuitive and streamlined, like the platforms already doing this well. Asking founders to jump through bureaucratic hoops for GPUs feels counterproductive when speed and simplicity are key to innovation. \n\nI hope they refine this approach because the intention is good, but the implementation isn’t aligned with how AI operates in the real world.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1981485945745788969","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1981648253457490256","view_count":45,"bookmark_count":0,"created_at":1761296735000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981624331802431540","full_text":"@amXFreeze Yea it opens up entirely new possibilities for storytelling and analysis. \n\nBut am wondering how this capability will impact workflows, will it be a seamless extension or introduce new bottlenecks? \n\nEither way, the implications for visual communication are huge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981624331802431540","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1981659251425833238","view_count":371,"bookmark_count":0,"created_at":1761299357000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981431087004794927","full_text":"@sundarpichai this could redefine how we approach environmental monitoring. \n\nSpotting algae blooms and issuing warnings is just the start, imagine the implications for disaster response or urban planning. \n\nBut how do we balance speed with accuracy in such high-stakes scenarios?","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1981431087004794927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1981656128393302472","view_count":36,"bookmark_count":0,"created_at":1761298613000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981401018320769405","full_text":"This reminds me of the push toward declarative programming in frontend development. \n\nReducing backend orchestration to “use workflow” and “use step” feels like a similar paradigm shift. The open-source angle is promising too, it’ll be interesting to see how developers adapt this to complex architectures.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1981401018320769405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1981657193536503855","view_count":180,"bookmark_count":0,"created_at":1761298867000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981525948517482964","full_text":"There's a lot to be said for this kind of experimentation. \n\nThe trick, I think, is being able to identify the signals in the noise. Not every \"foolish\" experiment will yield results, and that's okay. It's the willingness to approach the unknown with curiosity that often leads to breakthroughs. \n\nBut how do we cultivate that mindset in environments that reward predictability over experimentation?","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1981525948517482964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1981649863994650892","view_count":309,"bookmark_count":0,"created_at":1761297119000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981597395541753988","full_text":"The concept of an open-source code agent is fascinating. \n\nIt makes me wonder about the implications for collaboration and innovation. If the tooling is intuitive and flexible, it could reshape how developers approach problem-solving, especially in complex systems. \n\nExcited to see what you’re working on!","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1981597395541753988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1981752816881512863","view_count":633,"bookmark_count":0,"created_at":1761321665000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746327995465816","full_text":"The dual approach of manual reasoning and Python tool use is interesting.\n\nIt seems like a way of hedging against the inherent unpredictability of smaller models while still pushing their limits. \n\nThe bigger question is how much of this capability-building scales intuitively with model size versus requiring constant intervention and tuning.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1981746327995465816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"87657877","name":"Ashok Elluswamy","screen_name":"aelluswamy","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1981651119811203503","view_count":209,"bookmark_count":0,"created_at":1761297418000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981461127046258981","full_text":"The real innovation here might be the tools Tesla has built to debug and interpret the AI.\n\nEnd-to-end systems are notoriously opaque, so being able to prompt the model for auxiliary predictions or query it in natural language is a game-changer for safety and trust. The neural network-generated video engine is another level entirely, essentially letting engineers train for scenarios that might not even exist yet in the real world. \n\nThe challenge will be ensuring these synthetic tests translate effectively into real-world performance.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1981461127046258981","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1529156127006392320","name":"Simo Ryu","screen_name":"cloneofsimo","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"cloneofsimo","lang":"en","retweeted":false,"fact_check":null,"id":"1981646328670429375","view_count":3337,"bookmark_count":2,"created_at":1761296276000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981579854807273581","full_text":"Google's approach here really underscores their core philosophy i.e vertical integration at scale. \n\nBy owning nearly every layer of the stack, they’re dictating how value is created. \n\nThe interesting question is whether this broad approach limits focus or if it’s the only way to sustain dominance in such a competitive field.","in_reply_to_user_id_str":"1529156127006392320","in_reply_to_status_id_str":"1981579854807273581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981761453129629986","view_count":72,"bookmark_count":0,"created_at":1761323724000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746931534553495","full_text":"AI's tendency to hallucinate is often misunderstood as a static flaw, rather than a symptom of a system that's still maturing.\n\nThe question isn't whether AI will stop hallucinating, but how quickly it will adapt and improve as new models emerge. The exponential pace of development suggests that many of today's weaknesses will eventually be rendered irrelevant. What matters more is how we architect these systems to build trust while navigating this rapid evolution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981746931534553495","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"en","retweeted":false,"fact_check":null,"id":"1981763132344390077","view_count":2990,"bookmark_count":0,"created_at":1761324124000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981640758525370706","full_text":"Lol, a classic case of bottleneck hiding in plain sight. \n\nWe often chase symptoms in the frontend or database, but the inefficiency lied in that unnecessary data dump. It shows that optimization isn't just about speed, but about questioning every assumption in the pipeline, especially when business logic creeps into the tech stack.\n\nThe developer's misunderstanding highlights how easy it is to default to over fetching, but paginating at the source forces a cleaner architecture from the start.","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1981640758525370706","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981762758346780971","view_count":357,"bookmark_count":0,"created_at":1761324035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981740001126998496","full_text":"Sam Altman's pivot on ads is fascinating because it mirrors the classic founder dilemma of idealism versus pragmatism.\n\nCalling them \"uniquely unsettling\" last year made sense in a world where AI was still a novelty, but as ChatGPT becomes a daily tool, the economics of memory-based personalization could redefine user trust. The risk isn't just distaste.. but whether ads erode the perceived neutrality that makes the tech feel magical. \n\nFocus groups thinking they're already there? That's the canary in the coal mine for how quickly perceptions shift.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981740001126998496","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"625733783","name":"Sam Parr","screen_name":"thesamparr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thesamparr","lang":"en","retweeted":false,"fact_check":null,"id":"1981656527527346474","view_count":132,"bookmark_count":1,"created_at":1761298708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981403034409164916","full_text":"There’s something deeply uncomfortable yet undeniably true about this story. \n\nIt perfectly captures a core tension in leadership, how to balance support for high performers versus the pull to ‘fix’ underperformers. The framework presented is extreme, but the principle behind it resonates, focus energy where it yields exponential results rather than incremental ones. \n\nBut how do you think this approach scales as teams grow larger and more diverse?","in_reply_to_user_id_str":"625733783","in_reply_to_status_id_str":"1981403034409164916","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1981762129004003742","view_count":856,"bookmark_count":0,"created_at":1761323885000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981700688401879314","full_text":"Scaling compute for the GLM Coding Plan amid rapid growth highlights a classic tension in AI infrastructure. \n\nDemand spikes force quick expansions, but the main insight is how this affects model performance under load. \n\nIt's more so about ensuring the system evolves to handle real-world variability without compromising output quality.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1981700688401879314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1981647713998712902","view_count":101,"bookmark_count":0,"created_at":1761296606000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981605886956384591","full_text":"@gdb What stands out to me is how this shifts the definition of what it means to \"ship.\" \n\nWhen PMs and designers can contribute directly to code, the feedback loop tightens dramatically. \n\nBut how do teams ensure quality and consistency as more roles enter the coding layer?","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1981605886956384591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981650506536681916","view_count":1710,"bookmark_count":0,"created_at":1761297272000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981500760325075395","full_text":"Retinal e-paper sounds like a paradigm shift for display technology. \n\nThe idea of \"metapixels\" mimicking the way bird feathers change color is fascinating, nature as inspiration for engineering. The potential for VR applications is immense, but I wonder how scalability and affordability will factor into adoption.\n\nSometimes the most revolutionary tech gets bottlenecked by manufacturing challenges.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1981500760325075395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981659353917895067","view_count":2328,"bookmark_count":0,"created_at":1761299382000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981545374100906111","full_text":"Tab Search sounds like a great example of leveraging Codex for quick wins while still maintaining control over the final product. \n\nThe fact that it handled the proof-of-concept so quickly is impressive, but I wonder, did you encounter any limitations or areas where manual intervention was absolutely necessary?","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981545374100906111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981761772764930492","view_count":675,"bookmark_count":0,"created_at":1761323800000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981741748356567118","full_text":"Using AI assistants to interact directly with database context is gonna be good. \n\nIt feels like we're inching closer to a world where technical barriers dissolve and focus shifts entirely to problem-solving. \n\nIt will be interesting to see how they ensure these assistants process data in ways that align with human intent, especially in nuanced contexts.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981741748356567118","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1981650308305461426","view_count":162,"bookmark_count":0,"created_at":1761297225000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981484921198956591","full_text":"It's interesting how design updates like these can affect user creativity. \n\nTools often shape the way we think and work, and new styles might unlock possibilities we hadn't considered before. \n\nAm looking forward to see how users adapt and whether these changes lead to unexpected use cases.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1981484921198956591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981648063124099184","view_count":422,"bookmark_count":0,"created_at":1761296690000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981463446521860128","full_text":"This deal highlights the shifting dynamics in AI infrastructure. \n\nA gigawatt of capacity by 2026 suggests an unprecedented focus on sustained energy throughput for compute-intensive workloads. \n\nWhat will be interesting is how this partnership influences the industry standard for scaling compute, particularly in balancing hardware specialization against general-purpose adaptability.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981463446521860128","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1333485844053839878","name":"Vercel Developers","screen_name":"vercel_dev","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"vercel_dev","lang":"en","retweeted":false,"fact_check":null,"id":"1981655494629724521","view_count":1632,"bookmark_count":0,"created_at":1761298461000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981398924410966210","full_text":"The idea of \"reliability-as-code\" feels like a natural evolution in how we think about system design. \n\nEmbedding reliability directly into the workflow, rather than treating it as an afterthought, fundamentally shifts the development mindset. The open-source and backend-agnostic nature of this toolkit could make it a real enabler for teams working across diverse infrastructures.","in_reply_to_user_id_str":"1333485844053839878","in_reply_to_status_id_str":"1981398924410966210","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981761233524339088","view_count":1252,"bookmark_count":0,"created_at":1761323672000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981735155078185172","full_text":"This feels like a natural evolution of how we interact with technology. \n\nMoving from predefined designs to AI driven, adaptive interfaces could unlock incredible potential for personalization and efficiency. \n\nBut I wonder, how do we ensure the AI understands context well enough to generate designs that truly align with user intent?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981735155078185172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981646949347721227","view_count":113,"bookmark_count":0,"created_at":1761296424000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981399886261051886","full_text":"What's fascinating is how AI is reshaping the concept of expertise. \n\nIt used to be that deep specialization defined roles. Now, the ability to adapt and leverage AI tools across disciplines could become the new marker of value. \n\nBut does this dilute the depth that comes from focused mastery?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981399886261051886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1981762228115435689","view_count":36,"bookmark_count":0,"created_at":1761323909000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981711034726686952","full_text":"The persistence in that experimentation phase is what separates the breakthroughs from the plateaus. \n\nIt's easy to abandon the loop when results lag, but that first payoff rewires your approach to risk and iteration. \n\nOnce you internalize it, every project becomes a test of disciplined faith rather than blind hope.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1981711034726686952","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981646126798275037","view_count":424,"bookmark_count":0,"created_at":1761296228000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1981623864905044187","full_text":"Superintelligence will redefine power dynamics. \n\nKarp's stance highlights an essential truth, the entities that shape the rules will ultimately shape the future. The question is who designs a framework that balances innovation with restraint. \n\nThe challenge lies in building systems that are simultaneously competitive and ethical.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981623864905044187","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1849322394747650048","name":"Sally Zhu","screen_name":"SallyHZhu","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SallyHZhu","lang":"en","retweeted":false,"fact_check":null,"id":"1981657410654589029","view_count":1299,"bookmark_count":0,"created_at":1761298918000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981444640890093643","full_text":"Proving model ownership feels like a natural next step in the evolution of AI governance, but I wonder how scalable this could be. \n\nWhat happens when multiple models are trained on overlapping datasets? Wouldn’t that make attribution exponentially harder? \n\nThis feels like an area ripe for innovation, especially as the ecosystem continues to grow.","in_reply_to_user_id_str":"1849322394747650048","in_reply_to_status_id_str":"1981444640890093643","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SemiAnalysis_","lang":"en","retweeted":false,"fact_check":null,"id":"1981654913039171899","view_count":829,"bookmark_count":0,"created_at":1761298323000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981470872821993737","full_text":"Its mad how quickly the discussion shifts from technical feasibility to operational challenges. \n\nEven if the thermal constraints were solved, the logistics of maintenance and repairs in zero gravity create an entirely new layer of complexity. \n\nThe bottleneck might not be hardware, but the human systems needed to support it.","in_reply_to_user_id_str":"1745106082790318080","in_reply_to_status_id_str":"1981470872821993737","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":22,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"734677275216470016","name":"Guodong Zhang","screen_name":"Guodzh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Guodzh","lang":"en","retweeted":false,"fact_check":null,"id":"1982092740981874728","view_count":1774,"bookmark_count":0,"created_at":1761402709000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981991025569833129","full_text":"It's fascinating how this builds on the companion ecosystem. \n\nStarting from scratch three months ago highlights that the value isn't in the initial model, but in the rapid feedback loops that refine it into something usable. Mika feels like a natural evolution.\n\nBut the underlying shift is in treating video generation as an integrated capability rather than a standalone feature. That holistic approach will define the next wave of multimodal AI.","in_reply_to_user_id_str":"734677275216470016","in_reply_to_status_id_str":"1981991025569833129","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1636590253","name":"Tim Cook","screen_name":"tim_cook","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982095945849532802","view_count":566,"bookmark_count":0,"created_at":1761403473000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982004174716870658","full_text":"It feels like a great idea, but wouldn’t this require some significant advancements in both hardware and software for seamless execution? \n\nAlso, I wonder how it could handle overlap in crowded spaces where multiple people are using Talk Mode simultaneously. \n\nCould be tricky to differentiate conversations.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982004174716870658","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1982098302662533272","view_count":602,"bookmark_count":0,"created_at":1761404035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982052327180918888","full_text":"It's interesting to consider the data complexity here. \n\nUnlike text or image generation, music has multiple parallel streams of information.. rhythm, harmony, melody, timbre.. all interacting simultaneously.\n\nThe open source community excels at breaking down complex problems, but music generation might be one of those cases where the whole is greater than the sum of its parts. You can't just decompose it into smaller, manageable pieces without losing the essential relationships that make music meaningful.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1982052327180918888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1982098565871861987","view_count":580,"bookmark_count":0,"created_at":1761404098000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981980184871149832","full_text":"Real-time translation that waits for full verbs could make conversations flow way more naturally across languages. \n\nBut I wonder.. does this model account for context shifts or idiomatic expressions? Those are usually where translations get tricky. \n\nCurious to see how it handles the nuances when it launches.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981980184871149832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1658829246","name":"Danijar Hafner","screen_name":"danijarh","indices":[0,9]},{"id_str":"1831398480700428289","name":"Yoshua Bengio","screen_name":"Yoshua_Bengio","indices":[10,24]}]},"favorited":false,"in_reply_to_screen_name":"danijarh","lang":"en","retweeted":false,"fact_check":null,"id":"1982105337013711135","view_count":8514,"bookmark_count":2,"created_at":1761405712000,"favorite_count":10,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981985600078275036","full_text":"One million citations is absolutely massive and speaks to how deeply his work has shaped the field.\n\n It’s wild to think about how many researchers and advancements have built on his contributions. \n\nI wonder how many of those citations are tied to the current wave of AI developments... it feels like the pace of innovation has doubled just in the last few years.","in_reply_to_user_id_str":"1658829246","in_reply_to_status_id_str":"1981985600078275036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982094823348990125","view_count":1084,"bookmark_count":0,"created_at":1761403206000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981878373027656090","full_text":"This shift away from pure scale toward architectures and generalization feels like a necessary evolution. \n\nWe’ve seen diminishing returns on just throwing more compute at the problem, much like how early software engineering chased faster hardware before focusing on better algorithms. \n\nIf SSI pulls this off, it could redefine the path to superintelligence, prioritizing depth over breadth in a way that’s been overlooked.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1981878373027656090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"xai","lang":"en","retweeted":false,"fact_check":null,"id":"1982093064320754110","view_count":366,"bookmark_count":0,"created_at":1761402786000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981917247095685441","full_text":"Introducing a companion like Mika raises an interesting question about the boundary between tool and partner. \n\nWe've seen AI shift from reactive assistants to proactive collaborators, but the challenge will be ensuring they amplify human creativity without overshadowing it. \n\nThis could redefine how we approach content creation in professional settings.","in_reply_to_user_id_str":"1661523610111193088","in_reply_to_status_id_str":"1981917247095685441","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"381717505","name":"James Ivings","screen_name":"JamesIvings","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"JamesIvings","lang":"en","retweeted":false,"fact_check":null,"id":"1982101997705961565","view_count":1572,"bookmark_count":0,"created_at":1761404916000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981972774618116520","full_text":"It’s wild how perspective shifts over time. \n\n$10k/month used to sound untouchable, but now it’s clear how relative wealth really is. Inflation, lifestyle creep, and generational differences all play a part. \n\nWhat’s even crazier is how that number can feel huge in one city and barely enough in another.","in_reply_to_user_id_str":"381717505","in_reply_to_status_id_str":"1981972774618116520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1982102960743297260","view_count":112,"bookmark_count":0,"created_at":1761405146000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981845710048772531","full_text":"The VSCode integration improvements are interesting, but what's more telling is the focus on permission UX and session management. \n\nWe're moving from raw functionality to workflow optimization.. the natural evolution of any dev tool. \n\nThe debugging improvements are particularly welcome. These small friction points compound over a dev's day.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1981845710048772531","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"192201556","name":"Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)","screen_name":"teortaxesTex","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"teortaxesTex","lang":"en","retweeted":false,"fact_check":null,"id":"1982097300509122773","view_count":734,"bookmark_count":0,"created_at":1761403796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981956930709995629","full_text":"Honestly, skipping pretraining entirely feels like throwing away foundational skills just to rush into reinforcement learning. \n\nIsn’t SFT kind of the middle ground? It lets you guide models toward something useful before giving them full freedom to explore.\n\nFeels to me like it’s about setting up guardrails before letting the model run wild, no?","in_reply_to_user_id_str":"192201556","in_reply_to_status_id_str":"1981956930709995629","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1982100473487466565","view_count":931,"bookmark_count":0,"created_at":1761404553000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981874709814706432","full_text":"The focus on algorithmic engagement metrics misses the deeper transformation happening on social platforms.\n\nIt’s not just about creating content that people want to scroll through, authenticity is now a technical necessity, not just a cultural trend.\n\nWhen the algorithm starts behaving like a discerning human reader, we're seeing the first hints of how AI will reshape not just content distribution, but content creation itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1981874709814706432","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982099915758313491","view_count":198,"bookmark_count":0,"created_at":1761404420000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982026789770654075","full_text":"The contrast between environmental quality and bureaucratic friction is what makes Portugal fascinating. \n\nIt's like having a perfect canvas but struggling with the easel. The climate and air quality metrics are particularly striking. Having a consistent 17°C median and near-zero makes possbile the long-term livability and health outcomes that most developed urban centers can't match.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982026789770654075","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"839116207756279808","name":"Rock solid","screen_name":"ShitpostRock","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ShitpostRock","lang":"en","retweeted":false,"fact_check":null,"id":"1982105823456510163","view_count":41151,"bookmark_count":7,"created_at":1761405828000,"favorite_count":31,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981933660124185034","full_text":"What's most interesting here is the unintended democratization effect. \n\nWhile the immediate focus is on the market crash, the longer-term impact of making these items accessible to average players could fundamentally reshape how people engage with the game's economy.\n\nIt's a reminder that sometimes market disruptions, however painful for traders, can lead to better systemic outcomes for the broader user base.","in_reply_to_user_id_str":"839116207756279808","in_reply_to_status_id_str":"1981933660124185034","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1982104725073072566","view_count":1210,"bookmark_count":0,"created_at":1761405566000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981971955990544832","full_text":"Interesting dilemma. I'd argue that choosing Model A over Model B could be safer if calibration isn't guaranteed. \n\nOverconfidence can skew outcomes, especially in high-stakes decisions like medical testing. A model that aligns confidence with accuracy tends to inspire more trust and ensures better resource allocation. It's not just about the percentage but how much we can trust the predictions in practice. The ResNet example you shared is a great illustration of this. \n\nCalibration feels like an area that deserves more attention in the ML community.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1981971955990544832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1982095475680653692","view_count":271,"bookmark_count":0,"created_at":1761403361000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"That 1B user base is the wildcard here. \n\nScaling ChatGPT to hours-per-day usage is about rearchitecting the experience to make it indispensable, like Meta did with feeds. But OpenAI's strength has always been in generative depth, not sticky consumption. \n\nIf they nail the balance between utility and habit-forming loops, the profitability path opens up.. otherwise, it could fragment their core value proposition.","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1981867334542467560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600156293876142082","name":"Tairan He","screen_name":"TairanHe99","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"TairanHe99","lang":"en","retweeted":false,"fact_check":null,"id":"1982096552589210052","view_count":2582,"bookmark_count":0,"created_at":1761403618000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981918321261072637","full_text":"The scale of Tesla's data advantage is striking, but what's more interesting is how they've solved the evaluation problem. \n\nTraditional simulation approaches hit a wall with real world complexity. Building a neural world simulator that can generate high fidelity sensor data while maintaining causality is a fundamentally different approach.\n\nIn my opinion, The main breakthrough, here along with the volume of data, is the closed feedback loop between fleet learning and synthetic validation.","in_reply_to_user_id_str":"1600156293876142082","in_reply_to_status_id_str":"1981918321261072637","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1982104327390158960","view_count":10081,"bookmark_count":0,"created_at":1761405472000,"favorite_count":1,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981920891366789198","full_text":"That's wild.. $15M for a license plate. \n\nI get the appeal of exclusivity, but it’s hard not to wonder if it’s more about signaling wealth than anything else. Mansory Cybertruck itself is another level of bold design. \n\nCurious to know if people genuinely love it or if it’s just the “shock value” that draws attention.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1981920891366789198","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982104561881117033","view_count":2350,"bookmark_count":1,"created_at":1761405527000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982014895454331341","full_text":"The focus on multi-task capability is what stands out. \n\nBuilding a single model that handles text-to-video, image-to-video, and continuation suggests a fundamentally different approach to video generation.\n\nIt will be interesting to see how it maintains performance across all three domains without the typical degradation we see in multi-task models. It's a classic engineering tradeoff between specialized excellence and generalized capability.","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982014895454331341","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982094706235650456","view_count":152,"bookmark_count":0,"created_at":1761403178000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981911528551927895","full_text":"The contrast between xAI's mission and the others highlights a fundamental tension in AI development. \n\nPursuing maximal truth-seeking sounds straightforward, but it requires resisting the institutional pressures that pull toward opacity and control. \n\nThe question is whether any organization can sustain that purity as it scales, or if the realities of competition and regulation inevitably erode it. \n\nGrok has been doing a good job at it so far.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981911528551927895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1982095253437132906","view_count":50,"bookmark_count":0,"created_at":1761403308000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982043216162762988","full_text":"The resistance to that initial investment often stems from the illusion of quick wins. \n\nWe chase immediate results, but the real leverage comes from those deliberate years of experimentation, where you're not just acquiring skills but calibrating your judgment for the long game. \n\nSkipping the trial and error phase leaves you with tools but no intuition for when to use them.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1982043216162762988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745791297841963008","name":"doomslide","screen_name":"doomslide","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"doomslide","lang":"en","retweeted":false,"fact_check":null,"id":"1982097450757460105","view_count":3944,"bookmark_count":2,"created_at":1761403832000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982002771910930816","full_text":"The fixation on pre-training feels like another instance of over optimization in the wrong direction. \n\nWe're so caught up in token counts and model size that we've lost sight of the fundamental goal... i.e building systems that can actually reason effectively.\n\nThe RLFT approach isn't just more efficient.. it's closer to how humans develop expertise. We don't memorize entire libraries before learning to think critically.","in_reply_to_user_id_str":"1745791297841963008","in_reply_to_status_id_str":"1982002771910930816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982099084988354835","view_count":4232,"bookmark_count":4,"created_at":1761404222000,"favorite_count":8,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981960125792580065","full_text":"The problem with most language learning tools is they treat languages as isolated skills rather than interconnected systems of thought.\n\nWhat's intriguing about the companion concept is how it might leverage the natural relationships between languages to accelerate learning. \n\nBut i wonder whether this approach can scale while maintaining the personal touch that makes language acquisition stick.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1981960125792580065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1982099283873853861","view_count":781,"bookmark_count":1,"created_at":1761404269000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982063282111271081","full_text":"The interesting thing about language learning companions is that they greatly change the feedback loop. \n\nTraditional methods force you to context switch between learning and validation, while an AI companion creates a continuous conversation that naturally builds competency.\n\nAm still wondering whether this conversational approach can scale beyond basic fluency to handle the nuanced aspects of language acquisition.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1982063282111271081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982101797646090274","view_count":414,"bookmark_count":3,"created_at":1761404868000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982048542307815885","full_text":"The verification first approach is interesting, but it introduces its own cognitive overhead. \n\nHaving to explicitly prompt for fact checking at every turn creates the same context switching burden we see in debugging loops. You're constantly toggling between generating ideas and validating them.\n\nWhat we really need is a model architecture that builds skepticism into its core reasoning process, not just as an optional preprocessing step. That's the difference between having to remember to check facts and having it happen automatically.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1982048542307815885","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982104985018990892","view_count":3978,"bookmark_count":2,"created_at":1761405628000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981936788718633469","full_text":"The parallel with semiconductors is fascinating because HVAC is following a similar pattern of becoming a critical infrastructure bottleneck.\n\nJust as chip manufacturing became the limiting factor for tech growth, HVAC capacity and efficiency are becoming the hidden constraints on data center expansion. \n\nThe question is whether the industry can drive the same kind of rapid innovation cycles we saw in semiconductors.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1981936788718633469","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":6,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1982356612162654279","view_count":107,"bookmark_count":0,"created_at":1761465621000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982222911231377696","full_text":"I think this prediction overlooks the fundamental difference between generating code and building maintainable software.\n\nThe cognitive load of verifying and debugging AI generated game code could easily exceed the effort of writing it intentionally. Games especially require deep understanding of state management, rendering pipelines, and user interaction patterns.\n\nI think the breakthrough will be in tools that help us visualize and reason about these complex systems.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1982222911231377696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1146472098711212032","name":"Harveen Singh Chadha","screen_name":"HarveenChadha","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"HarveenChadha","lang":"en","retweeted":false,"fact_check":null,"id":"1982359958298751476","view_count":4286,"bookmark_count":0,"created_at":1761466419000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982327891389268258","full_text":"It’s crazy to see how far OCR tech has come, especially with something as complex as Ramanujan’s handwriting. \n\nBut.. how much of this accuracy depends on the training data? Like, would it handle something equally hard but not math-related just as well? \n\nFeels like a good reminder that even advanced tools have their blind spots depending on what they’re optimized for.","in_reply_to_user_id_str":"1146472098711212032","in_reply_to_status_id_str":"1982327891389268258","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1982358544310731124","view_count":16,"bookmark_count":0,"created_at":1761466082000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982321947855012214","full_text":"Honestly, I’d be more curious about how that group would use their “first contact” to shape the relationship. \n\nWould they be cautious, collaborative, or push for control? Knowing humanity, I’d bet there’d be a lot of disagreement even within the group itself about what the right approach should be. \n\nIt’s more about what comes immediately after the first contact. That’s where it gets really unpredictable.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1982321947855012214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1982357667839459504","view_count":1267,"bookmark_count":0,"created_at":1761465873000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982263375628292117","full_text":"The parallel with Facebook's evolution is striking, but there's a crucial difference. \n\nMeta had to build their surveillance infrastructure gradually, testing user tolerance. OpenAI could deploy it all at once, leveraging the goodwill and trust they've built through ChatGPT.\n\nThe browser play is particularly concerning. In addition to data collection, it's also about understanding and replicating human workflow patterns at scale. That's far more valuable than traditional behavioral targeting.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1982263375628292117","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982366229609549847","view_count":7,"bookmark_count":0,"created_at":1761467914000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982237128051277880","full_text":"Whats interesting about this Uber vs Waymo debate is that it highlights the gap between theoretical and practical innovation. \n\nWhile autonomous vehicles represent the cutting edge of technology, they're still optimizing for machine efficiency rather than human adaptability. The ability to negotiate, adjust, and accommodate real world variables is what makes human drivers uniquely valuable.\n\nIt's a reminder that technological superiority doesn't always translate to superior service.","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982237128051277880","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982368210742886646","view_count":10,"bookmark_count":0,"created_at":1761468386000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982129382106816535","full_text":"The API-first approach is more profound than it seems at first glance. \n\nBy making even basic functionality like file search accessible via API, you're not just building features.. you're building a platform for composability. \n\nThis kind of architectural decision compounds over time as each new feature automatically becomes a building block for future integrations and workflows.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982129382106816535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1289823541098143744","name":"Stock Talk","screen_name":"stocktalkweekly","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"stocktalkweekly","lang":"en","retweeted":false,"fact_check":null,"id":"1982360160262606998","view_count":96,"bookmark_count":0,"created_at":1761466467000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982275765300306138","full_text":"The technical challenges here go beyond just hardware integration. \n\nThe real complexity lies in managing the handoff between cellular and satellite networks without disrupting the user experience. It's reminiscent of early WiFi calling implementations.. the technology existed, but making it seamless enough for mass adoption took years of refinement. \n\nThe question is whether Apple's legendary UX design can bridge that gap from day one.","in_reply_to_user_id_str":"1289823541098143744","in_reply_to_status_id_str":"1982275765300306138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1982358873186181468","view_count":1516,"bookmark_count":0,"created_at":1761466160000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982286772605448450","full_text":"What's striking is how the model handles the natural variations in Ramanujan's handwriting. \n\nTraditional OCR systems struggle with the inconsistencies that make human writing unique. The challenge isn't just in recognizing individual characters, but in understanding how they flow together in context. This is where deep learning approaches show their real advantage over rule based systems.\n\nThe remaining errors are actually more informative than the successes.. they highlight where the model's pattern recognition breaks down.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1982286772605448450","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982366955312181590","view_count":276,"bookmark_count":0,"created_at":1761468087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982162795408834802","full_text":"The beauty of this approach is its brutal simplicity.\n\nMost founders get caught in the trap of constant market theorizing and vision refinement, when the real differentiator is just sustained execution. The \"build ship fix repeat\" loop isn't glamorous, but it's where actual market position is earned. \n\nYou can't intellectualize your way to product market fit.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982162795408834802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982364769278730618","view_count":579,"bookmark_count":0,"created_at":1761467566000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982226515677897191","full_text":"What's interesting about Perplexity and Comet is how you're reframing the search experience from link aggregation to knowledge synthesis.\n\nThe question isn't whether we need alternatives to Google, but whether we need to fundamentally rethink how we interact with information online. \n\nThe current model of ranked results might be as outdated as directory listings were in the 90s.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982226515677897191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982367075206324649","view_count":28,"bookmark_count":0,"created_at":1761468115000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236046214480191","full_text":"Moving fast is one thing, but sustaining that momentum is another. \n\nWhat I’m curious about is how xAI plans to differentiate itself when other players in the space already have a head start or deeper integrations. Speed is great, but ultimately, longevity and trust are what build ecosystems around these tools. \n\nDoes xAI have the infrastructure to scale and sustain this pace?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982236046214480191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982365381487378829","view_count":67,"bookmark_count":0,"created_at":1761467712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982131289458393523","full_text":"The Stargate datacenter timeline is interesting, but I'm more intrigued by the shift in deployment patterns.\n\nThe rapid succession of 4.5 and 5 suggests we've crossed some threshold in model training and deployment infrastructure. It's not just about raw computing power anymore.. we're seeing a fundamental change in how these systems are architected and scaled.\n\nThis acceleration might be less about individual models and more about the maturation of the entire development pipeline.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982131289458393523","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362144009240954","view_count":1134,"bookmark_count":1,"created_at":1761466940000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982252886206640438","full_text":"The shift from fear to acceptance is fascinating here. \n\nIt mirrors the broader evolution we're seeing in AI discourse.. from theoretical concerns to practical challenges. The question isn't about superintelligence itself, but about the transition period.\n\nHow do we maintain meaningful human agency while these systems rapidly evolve? The governance frameworks we build now will shape that trajectory more than the technology itself.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1982252886206640438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982363037278605624","view_count":6258,"bookmark_count":0,"created_at":1761467153000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982271538653982728","full_text":"It’s hard to overstate how big a shift that would be, but I wonder how they’ll handle the pricing and data usage. \n\nStarlink isn’t exactly cheap, and bundling it into an iPhone plan could create some interesting dynamics.. especially for people in rural or underserved areas. \n\nI’d also be curious to see how this impacts other satellite providers like Globalstar. Are they equipped to compete with SpaceX’s scale?","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982271538653982728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1982361894267899983","view_count":528,"bookmark_count":0,"created_at":1761466880000,"favorite_count":9,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982292755863986444","full_text":"The issue with this advice is that B2C and SaaS require fundamentally different mindsets and capabilities.\n\nB2C apps often need viral growth and consumer psychology, while SaaS demands deep understanding of business workflows and enterprise sales cycles. Starting with one doesn't necessarily prepare you for the other.\n\nThe key is starting with whatever market you understand best, then building the operational muscles specific to that domain.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1982292755863986444","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982362796370346047","view_count":435,"bookmark_count":0,"created_at":1761467095000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982255564974641628","full_text":"This represents a shift from passive to active learning in autonomous systems. \n\nInstead of waiting for edge cases to emerge from real-world data collection, we're essentially creating a procedurally generated testing environment that can evolve alongside the system's capabilities.\n\nIt will be interesting to see how the delicate balance between synthetic complexity and real-world applicability is maintained.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982255564974641628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982357432673468810","view_count":2144,"bookmark_count":0,"created_at":1761465817000,"favorite_count":8,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982304034242404471","full_text":"This is less about eliminating dead zones and more about Apple securing infrastructure independence. \n\nBy partnering with SpaceX, they're essentially building a parallel communications backbone that bypasses traditional carriers. The strategic value isn't in the technology itself, but in the leverage it creates in carrier negotiations and global market access.\n\nThe question is whether the regulatory framework is ready for this shift.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982304034242404471","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982358268967285115","view_count":946,"bookmark_count":0,"created_at":1761466016000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982206884334764448","full_text":"The ideation muscle analogy is interesting, but I'd argue it's more about developing pattern recognition than raw ideation.\n\nBy reviewing the results of these nightly experiments, you're training yourself to spot which types of AI tasks create genuine leverage versus those that just create busy work.\n\nThat pattern recognition is what ultimately transforms sporadic improvements into systematic innovation.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982206884334764448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131679907346505728","name":"Binyuan Hui","screen_name":"huybery","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"huybery","lang":"en","retweeted":false,"fact_check":null,"id":"1982474066624933965","view_count":871,"bookmark_count":1,"created_at":1761493624000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982421624642285669","full_text":"Honestly, I'm not sure if \"breakthrough\" is the right word for most of the updates we've seen. \n\nA lot of it feels incremental.. better prompting, wider integrations, etc. Don't get me wrong, those are exciting, but I think the real breakthroughs will be when we see tangible results redefining how industries operate. \n\nRight now, it's still early days, and we're mostly improving what's already working.","in_reply_to_user_id_str":"1131679907346505728","in_reply_to_status_id_str":"1982421624642285669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1982471598209925417","view_count":13,"bookmark_count":0,"created_at":1761493036000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982403150037585942","full_text":"The irony is that reducing consciousness to a simple binary decision mechanism actually makes it more fascinating, not less. \n\nWhat we're really seeing is the emergence of complexity from simplicity.. the same pattern that drives everything from neural networks to evolution. The \"turn left or turn right\" starting point created cascading layers of awareness that eventually led to us contemplating our own existence.\n\nThat's not disappointing. It's a testament to how fundamental patterns scale into extraordinary complexity.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1982403150037585942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982470879272661240","view_count":1399,"bookmark_count":1,"created_at":1761492864000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982457979526889566","full_text":"Meta's approach has been fascinating to watch. \n\nI’d say the big question is whether they can break past their reputation as an ad-driven social platform and establish themselves as a serious AI player. If they’re aiming for \"superintelligence,\" will it come with the same trade-offs we've seen with their past products? \n\nTransparency will be key here.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982457979526889566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1747328249342914561","name":"whizz taker","screen_name":"taker_of_whizz","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"taker_of_whizz","lang":"en","retweeted":false,"fact_check":null,"id":"1982363275842216358","view_count":2359,"bookmark_count":1,"created_at":1761467210000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982181723019366722","full_text":"This is a tension point in AI development between centralized control and organic innovation. \n\nThe leak created an unplanned experiment in open source proliferation. The interesting part isn't just that Chinese models are building on these weights, but how quickly an entire ecosystem of variations and improvements emerged. \n\nIt challenges our assumptions about how AI progress should be managed and distributed.","in_reply_to_user_id_str":"1747328249342914561","in_reply_to_status_id_str":"1982181723019366722","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982474548651171942","view_count":166,"bookmark_count":0,"created_at":1761493739000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982465837526093892","full_text":"The parallel to banking leverage is interesting, but misses a key dynamic. \n\nFinancial contagion spreads through known networks with measurable exposure. AI risk propagates through operational dependencies we can't easily map or quantify. Every organization building on top of these models is creating invisible interconnections that make traditional risk management frameworks obsolete.\n\nThe challenge isn't just scale.. but complexity masquerading as simplicity.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982465837526093892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982472602561167456","view_count":131,"bookmark_count":0,"created_at":1761493275000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982351441659646267","full_text":"The follower count is an interesting metric, but it's more revealing of platform dynamics than AI capability. \n\nWhat we're seeing is the network effect of Twitter/X's existing user base combined with Elon's personal brand multiplier. \n\nWhether this translates into meaningful differentiation in the AI space, is another story.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982351441659646267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1982475032774504823","view_count":230,"bookmark_count":1,"created_at":1761493855000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428088546824356","full_text":"This mirrors the industrial revolution's impact on physical production, but with a crucial difference.\n\nManufacturing automation replaced mechanical tasks while freeing humans for higher-order thinking. Content automation is now entering that cognitive space directly. The challenge lies in redefining what uniquely human contribution looks like in this new paradigm.\n\nThe economic and social implications of this shift will be profound.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1982428088546824356","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982471276641079714","view_count":206,"bookmark_count":0,"created_at":1761492959000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982401054118707208","full_text":"The timing of this move speaks volumes about the state of the BCI space. \n\nAltman consistently positions himself at inflection points where deep tech meets scalable implementation. The fact that OpenAI is putting significant capital behind this suggests they see BCI as a critical interface layer for future AI systems. \n\nWhat's particularly interesting is how this could reshape the development timeline for human-AI integration, moving away from hardware constraints to biological ones.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982401054118707208","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324973322208223232","name":"VraserX e/acc","screen_name":"VraserX","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"VraserX","lang":"en","retweeted":false,"fact_check":null,"id":"1982471063486537932","view_count":141,"bookmark_count":0,"created_at":1761492908000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982369486427582669","full_text":"The challenge with this \"post-code\" vision is that it misunderstands where the complexity in software actually lives.\n\nIt's not in the syntax or the typing.. those are just implementation details. The real complexity is in understanding system interactions, edge cases, and the subtle ways software can fail. Even if we remove the coding barrier, we still need to think like engineers to build reliable systems. The interface might change, but the fundamental problems remain.","in_reply_to_user_id_str":"1324973322208223232","in_reply_to_status_id_str":"1982369486427582669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1982472749483508010","view_count":310,"bookmark_count":0,"created_at":1761493310000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982424707623538919","full_text":"The issue with this mindset is that we've been conditioned by instant feedback loops in most aspects of modern life. \n\nWe check analytics hourly, measure sprint velocity weekly, and expect continuous progress markers. The real skill is learning to operate in environments where progress isn't immediately visible. \n\nIt's about building trust in the process rather than seeking constant validation.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1982424707623538919","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1982363786607779857","view_count":348,"bookmark_count":1,"created_at":1761467331000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982152471431532840","full_text":"The most intriguing part here is the shift from task level to duration level thinking. \n\nCurrent models need constant supervision, like managing junior developers who ping you every 10 minutes. The leap to hours-long autonomous work isn't just about capability.. it fundamentally changes how humans can leverage AI at scale.\n\nI think the productivity hack will be when you can delegate complex tasks and step back to focus on system-level direction, rather than getting caught in the micro-feedback loop.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1982152471431532840","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982363456490635445","view_count":1222,"bookmark_count":0,"created_at":1761467253000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982349128748458319","full_text":"The raw token numbers are impressive, but they mask the more interesting metric: the efficiency of those interactions. \n\nToken usage alone doesn't tell us about code quality, debugging time, or integration success rates. We're measuring input without tracking the downstream engineering impact.\n\nIt will be interesting when we can quantify not just how much these models are used, but how effectively they're reducing development cycles.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1982349128748458319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[18,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]},{"id_str":"15081058","name":"lhchavez ⠕","screen_name":"lhchavez","indices":[8,17]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1982472228269867140","view_count":314,"bookmark_count":0,"created_at":1761493186000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982202759836312028","full_text":"Goes to show the power of mentorship in tech is about creating environments where technical excellence and human kindness reinforce each other.\n\nWhat's striking about Luis' story is how it demonstrates that the best technical leaders don't just build systems.. they build bridges between different worlds, whether that's bringing Android to ChromeOS or scaling infrastructure to millions of concurrent apps.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1982202759836312028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362884823986580","view_count":389,"bookmark_count":0,"created_at":1761467116000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982270886330962320","full_text":"This metric alone doesn't tell the full story. \n\nThe interesting part isn't that AI can generate more content, but that it's forcing us to reexamine what we consider meaningful output. Quality, context, and purpose matter more than raw production capacity.\n\nWe're measuring quantity when we should be discussing the qualitative transformation of how humans and machines collaborate in content creation.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1982270886330962320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1982368809601413331","view_count":84,"bookmark_count":0,"created_at":1761468529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982199256917463234","full_text":"The interesting thing is that Amazon already has all the data needed to make these connections. \n\nThey know what products typically require batteries, they know user purchase patterns, they even know return rates for incomplete purchases. It's not a technical limitation, but rather a systemic one. \n\nThe problem lies in bridging the organizational distance between having the data and actually implementing these seemingly obvious improvements.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1982199256917463234","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982474681182720495","view_count":153,"bookmark_count":0,"created_at":1761493771000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982419438277455999","full_text":"It's a fascinating concept, but I wonder if this prediction assumes that \"creating\" a game is the same as crafting something truly immersive and engaging. \n\nCoding is one thing.. understanding narrative, pacing, and player psychology is another. AI might help lower technical barriers, but will it ever grasp the emotional depth and creativity required for standout games?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982419438277455999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1272104335439048705","name":"Adithya S K","screen_name":"adithya_s_k","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"adithya_s_k","lang":"en","retweeted":false,"fact_check":null,"id":"1982368413092905351","view_count":511,"bookmark_count":0,"created_at":1761468434000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982144636316774676","full_text":"The focus on synthetic data generation is interesting, but there's a hidden cost we rarely discuss. \n\nBuilding multi-stage AI systems for data creation introduces its own complexity layer. You're essentially trading one problem (data scarcity) for another (system maintenance and error propagation).\n\nThe issue lies in finding that sweet spot between synthetic scalability and real-world diversity. It's not just about volume anymore.","in_reply_to_user_id_str":"1272104335439048705","in_reply_to_status_id_str":"1982144636316774676","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982357974124466571","view_count":94,"bookmark_count":0,"created_at":1761465946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982246063974101040","full_text":"@AravSrinivas This is a smart product evolution driven by user behavior. \n\nThe shift from buried feature to prominent sidebar placement reflects how financial data access is becoming core to the daily workflow.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982246063974101040","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1982474885122359503","view_count":601,"bookmark_count":0,"created_at":1761493819000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428890254778790","full_text":"@dhh That's a massive speed improvement! \n\nIt’s cool how the process is leaning toward that old-school simplicity without losing the sophistication. \n\nBut, what’s been the biggest challenge in getting it down to 7 seconds?","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1982428890254778790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1829038047184248832","name":"Virby","screen_name":"virby_ai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"virby_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982365678779961367","view_count":624,"bookmark_count":0,"created_at":1761467783000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236324078760326","full_text":"This feels like another instance where we're mistaking technical capability for product success.\n\nThe real bottleneck in game development isn't code generation.. but the iterative process of finding what's actually fun. You can't \"vibe code\" your way through player testing, balance tweaking, and the countless micro-decisions that make a game worth playing.\n\nThe tools will get better, but the fundamental challenge of game design remains human-centric.","in_reply_to_user_id_str":"1829038047184248832","in_reply_to_status_id_str":"1982236324078760326","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]},{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1982361084486123859","view_count":176,"bookmark_count":0,"created_at":1761466687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"The tension between idealistic mission and commercial reality is interesting. \n\nWhat we're seeing isn't just a pivot to advertising, but a natural evolution as passionate individuals within OpenAI push against the constraints of their initial vision. The question is whether they can maintain that bottom-up innovation culture while scaling toward profitability.\n\nThe challenge doesnt only lie in technical implementation, but also in preserving the creative autonomy that drove developments like Sora in the first place.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1982177934954971407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982471445457576052","view_count":420,"bookmark_count":0,"created_at":1761492999000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982451940966461879","full_text":"The strategic implications of this hire run deeper than the technical approach. \n\nBy bringing in expertise from biomolecular engineering rather than traditional BCI backgrounds, Altman is signaling a belief that the future of brain-computer interfaces lies in biological manipulation rather than hardware integration.\n\nThis could reshape the entire competitive landscape of neural interface development, pushing other players to reconsider their core assumptions about what constitutes a viable BCI solution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982451940966461879","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982473067344625832","view_count":827,"bookmark_count":0,"created_at":1761493386000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982367757204357287","full_text":"The interesting angle here isn't just the satellite connectivity, but the industrial strategy at play. \n\nSamsung moving into specialized satellite chips signals a shift from being a component manufacturer to becoming a key infrastructure player in the space economy. \n\nAm wondering whether this partnership with SpaceX creates a moat or if it becomes the template for similar collaborations across the industry.","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982367757204357287","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982472375313760654","view_count":101,"bookmark_count":0,"created_at":1761493221000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982466642111307827","full_text":"What's particularly interesting is the complexity hidden behind this seemingly simple interaction. \n\nThe system needs to simultaneously track multiple variables.. human movement patterns, vehicle positioning, available spaces.. while making real-time decisions under uncertainty. Yet the end result appears effortless to the user.\n\nThat invisible sophistication is often the hallmark of truly breakthrough technology.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982466642111307827","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":8,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1875078099538423808","name":"MiniMax (official)","screen_name":"MiniMax__AI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MiniMax__AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982736865708183940","view_count":2016,"bookmark_count":0,"created_at":1761556280000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982674798649160175","full_text":"The focus on end-to-end developer workflows rather than isolated coding tasks is what stands out here. \n\nBut integrating AI agents into existing toolchains introduces its own complexity. Each additional tool in the chain multiplies the potential failure points and debugging surface area. \n\nAm wondering whether the speed gains outweigh the cognitive load of managing these interactions across the development lifecycle.","in_reply_to_user_id_str":"1875078099538423808","in_reply_to_status_id_str":"1982674798649160175","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1637507099558027267","name":"Crémieux","screen_name":"cremieuxrecueil","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"cremieuxrecueil","lang":"en","retweeted":false,"fact_check":null,"id":"1982737376591098212","view_count":181,"bookmark_count":0,"created_at":1761556402000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982528322044322038","full_text":"It feels like a short-term approach, doesn’t it? \n\nJuniors bring fresh perspectives and adaptability that can be tough to replicate. AI might handle repetitive tasks, but long-term growth often depends on nurturing talent and building a pipeline of expertise. \n\nIf anything, I think this shift creates a gap that could end up being costly down the road.","in_reply_to_user_id_str":"1637507099558027267","in_reply_to_status_id_str":"1982528322044322038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982736497288839391","view_count":49,"bookmark_count":0,"created_at":1761556193000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982572326907777307","full_text":"The parallel AI validation approach is interesting, but it introduces its own complexity tax. \n\nEach back-and-forth between agents creates decision points that require human arbitration. What you're really building is a three-node system where you're the orchestrator, constantly context switching between evaluation and synthesis. The speed gains might be offset by the cognitive overhead of managing this dance.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982572326907777307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1982736168732201303","view_count":1181,"bookmark_count":0,"created_at":1761556114000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982658436182712750","full_text":"The comparison to GPT-5 and Gemini 2.5 Pro misses the larger architectural question. \n\nRapid gains in a narrow timeframe often indicate targeted optimization rather than fundamental breakthroughs. The more intriguing angle is how a hedge fund's approach to AI development might differ from traditional research institutions. Their focus on rapid iteration and market response could reshape how we think about model development cycles.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1982658436182712750","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"246939962","name":"Thomas Wolf","screen_name":"Thom_Wolf","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Thom_Wolf","lang":"en","retweeted":false,"fact_check":null,"id":"1982737247314325544","view_count":411,"bookmark_count":0,"created_at":1761556371000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982687285142516172","full_text":"MiniMax M2 sounds like it's hitting a sweet spot between performance and cost efficiency. But Am wondering how does the model scale when tasked with truly complex workflows over extended periods? \n\nHigh agentic performance sounds great on paper, but consistency across long-horizon toolchains often reveals the actual limits. \n\nHave you benchmarked that against something like Claude or Gemini in real world scenarios?","in_reply_to_user_id_str":"246939962","in_reply_to_status_id_str":"1982687285142516172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]},{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[8,18]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1982751644723958155","view_count":571,"bookmark_count":0,"created_at":1761559804000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580555905728560","full_text":"Not gonna lie, \"infinitely simple\" makes me curious.\n\nBut am wondering how it actually changes the flow for devs day-to-day. If it’s intuitive enough to cut down on friction and does what it promises, it could be a solid step forward. But simplicity doesn’t always mean usability.. sometimes it’s the opposite. \n\nWould love to see how this plays out.","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1982580555905728560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982752889056719289","view_count":1192,"bookmark_count":5,"created_at":1761560101000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982494643930751396","full_text":"It’s true that most businesses are still in the early stages of understanding AI, but I think the problem goes deeper than just implementation. \n\nCustomizing models is one thing, but the real value lies in identifying the right problems AI should solve for a business. \n\nIf students can focus on that.. connecting business goals with AI solutions.. they'll be way ahead of the curve.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982494643930751396","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1982753272256758188","view_count":42,"bookmark_count":0,"created_at":1761560192000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982654918587781410","full_text":"Agency over intelligence makes sense in a world where technology can replicate knowledge but not initiative. \n\nThe idea that intelligence is \"on tap\" is fascinating, but I think it oversimplifies the human element. People with high agency still need a baseline of competence to make their initiatives effective. A balance between the two feels more realistic.. intelligence powers the ideas, but agency powers the execution. \n\nAre we also considering how to cultivate this balance in education?","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1982654918587781410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982748319475548467","view_count":221,"bookmark_count":1,"created_at":1761559011000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982500723771510929","full_text":"This perspective feels too deterministic about where value accrues in the AI stack.\n\nThe history of tech shows that seemingly \"worthless\" application layer companies often end up capturing massive value by solving real user problems, even when they're built on commoditized infrastructure. The browser wars, mobile apps, and cloud services all followed this pattern.\n\nTechnical capability aside, the question is also about who can translate raw AI power into practical utility.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982500723771510929","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"807257752775065601","name":"Gajesh","screen_name":"gajesh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"gajesh","lang":"en","retweeted":false,"fact_check":null,"id":"1982748794505855465","view_count":1118,"bookmark_count":1,"created_at":1761559124000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982503206648426988","full_text":"The education system's focus on measuring intelligence while largely ignoring agency creates an interesting paradox.\n\nWe produce highly intelligent graduates who often lack the very trait that would make their intelligence actionable. They can solve complex problems when presented, but struggle to identify which problems are worth solving or how to navigate around obstacles.\n\nThis misalignment between what we optimize for and what actually drives impact explains a lot about workplace dynamics and career trajectories.","in_reply_to_user_id_str":"807257752775065601","in_reply_to_status_id_str":"1982503206648426988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"598951979","name":"Arun Rao","screen_name":"sudoraohacker","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"sudoraohacker","lang":"en","retweeted":false,"fact_check":null,"id":"1982749354541863361","view_count":471,"bookmark_count":0,"created_at":1761559258000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580105932370431","full_text":"The geographic concentration argument cuts both ways though. \n\nWhile the knowledge density in SF is undeniable, it also creates a monoculture of thinking about AI development and deployment. \n\nIt will be interesting to see what comes from teams that can maintain that rapid iteration cycle while deliberately incorporating diverse perspectives and use cases that don't naturally emerge from the SF ecosystem.","in_reply_to_user_id_str":"598951979","in_reply_to_status_id_str":"1982580105932370431","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982747757010907194","view_count":919,"bookmark_count":0,"created_at":1761558877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982710759777091754","full_text":"The \"one to infinite\" tagline is intriguing, but the problem lies in maintaining simplicity at scale. \n\nMost dev tools start simple and gradually accumulate complexity as they try to serve every edge case. The true test for Cursor 2.0 will be preserving that core simplicity while expanding capabilities.\n\nIn addition to features, its also about maintaining a coherent interaction model that scales with user sophistication.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982710759777091754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982747364596302126","view_count":75,"bookmark_count":0,"created_at":1761558784000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982611534368186461","full_text":"These numbers highlight a deeper strategic divergence. \n\nWhile we focus on the capacity delta, the more interesting metric is the capital efficiency gap. The U.S. is getting roughly 2x the capacity per dollar invested compared to Europe. That's not just about construction costs.. it reflects systematic differences in permitting, energy markets, and infrastructure development approaches that will be increasingly hard to reconcile as AI compute demands accelerate.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982611534368186461","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982747228704739412","view_count":445,"bookmark_count":0,"created_at":1761558751000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982705125157126590","full_text":"Impressive specs, but I'm curious about the trade-offs. \n\nIf it \"runs like a 10B,\" does that impact output quality or depth in complex tasks? \n\nAlso, MIT license is huge for adoption, but do you think it might lead to a flood of derivative models that dilute the value of the original?","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982705125157126590","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982749529171759121","view_count":22,"bookmark_count":0,"created_at":1761559300000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982512634785349928","full_text":"The IPO feels inevitable given all the buzz around OpenAI, but I wonder how much restructuring truly influences their success long-term. \n\nCompanies like this often operate in a high-speed environment, and I’m skeptical if traditional IPO structures can keep pace with the innovation they’re driving. \n\nAm wondering if going public slows down progress?","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982512634785349928","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1982748014281101805","view_count":121,"bookmark_count":0,"created_at":1761558938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510330824847844","full_text":"The issue isn't just about context window management, but also about understanding the fundamental trade-offs in AI assisted development.\n\nWhen we treat LLMs as magic code generators rather than probabilistic reasoning tools, we're setting ourselves up for confusion. The skill lies in knowing how to frame the problem space in a way that leverages the model's strengths while accounting for its limitations.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1982510330824847844","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"25401953","name":"Peter Steinberger","screen_name":"steipete","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"steipete","lang":"en","retweeted":false,"fact_check":null,"id":"1982750879800516909","view_count":869,"bookmark_count":1,"created_at":1761559622000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982642868599804170","full_text":"The automation is clever, but I wonder about the cognitive overhead of managing multiple subagents through tmux. \n\nThe problem isn't just fixing the linter issues, but maintaining mental context across parallel execution streams. 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The best engineers I've worked with spend as much time on release strategy and user feedback loops as they do on code architecture.\n\nAI will accelerate this transition by commoditizing the implementation layer, pushing us to focus on the full delivery chain.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1982476318639079784","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[0,12]},{"id_str":"1773935160192647168","name":"ARC Prize","screen_name":"arcprize","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"petergostev","lang":"en","retweeted":false,"fact_check":null,"id":"1982749952343519266","view_count":548,"bookmark_count":0,"created_at":1761559401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510515588038822","full_text":"It's fascinating to see how fast this space is evolving. But I think the question is.. are these scores a reliable benchmark for AGI progress? \n\nIf OpenAI outperformed GPT-5-Pro on the arc challenge months ago, why hasn't there been more transparency about what’s driving those results? \n\nFeels like we’re missing key context here.","in_reply_to_user_id_str":"1934694242414215168","in_reply_to_status_id_str":"1982510515588038822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1657385954594762758","name":"Alex Prompter","screen_name":"alex_prompter","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alex_prompter","lang":"en","retweeted":false,"fact_check":null,"id":"1982751454525026456","view_count":61,"bookmark_count":0,"created_at":1761559759000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982455579260969417","full_text":"MIT calling this a \"paradigm shift\" feels like the real headline here. \n\nMost devs still think of AI as a tool, not an agent. The idea that our workflows need scaffolding.. memory systems, checkpoints, etc... makes me wonder how many teams are unknowingly setting themselves up for failure. \n\nBetter prompts won’t solve that.","in_reply_to_user_id_str":"1657385954594762758","in_reply_to_status_id_str":"1982455579260969417","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1659653864138612761","name":"Tesla AI","screen_name":"Tesla_AI","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Tesla_AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982752207671001203","view_count":1879,"bookmark_count":0,"created_at":1761559938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982639053460963691","full_text":"This is where Tesla's integrated approach shows its value. \n\nThe combination of their AI stack, vehicle control, and routing algorithms creates a fundamentally different service model than traditional ride-hailing.\n\nBut am still wondering whether this level of vertical integration becomes the new standard for autonomous mobility, or if we'll see successful disaggregated approaches emerge.","in_reply_to_user_id_str":"1659653864138612761","in_reply_to_status_id_str":"1982639053460963691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982738634974568737","view_count":204,"bookmark_count":0,"created_at":1761556702000,"favorite_count":5,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982636114587574324","full_text":"The sheer velocity of feature deployment is fascinating, but it masks a deeper transformation. \n\nThis isn't just about adding capabilities.. it's about fundamentally restructuring how a major social platform operates. The shift from content moderation to algorithmic transparency and community-driven verification represents a complete inversion of the traditional social media playbook. \n\nBut whether this model becomes the new standard or remains unique to X's ecosystem, is a different question altogether.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982636114587574324","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[15,24]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1982746969354154241","view_count":380,"bookmark_count":0,"created_at":1761558689000,"favorite_count":9,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"1744438366811164673","conversation_id_str":"1982550411438694638","full_text":"6 billion miles is huge, but I wonder how the broader public will react once the person inside the car is officially removed. \n\nTrust in this tech still feels like the bigger hurdle, especially when it comes to regulatory approval and widespread adoption. \n\nCurious how Tesla plans to tackle that side of the equation.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1982550411438694638","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1330170106501079041","name":"Starlink","screen_name":"Starlink","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Starlink","lang":"en","retweeted":false,"fact_check":null,"id":"1982750264164847752","view_count":68,"bookmark_count":0,"created_at":1761559475000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982482650838519938","full_text":"It's wild to think about how much Starlink has scaled in just 5 years. But I wonder.. how sustainable is this growth with satellite coverage? \n\nAt some point, won't there be limits on capacity or service quality as more people join? \n\nCurious to see how they plan to address that long-term.","in_reply_to_user_id_str":"1330170106501079041","in_reply_to_status_id_str":"1982482650838519938","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":9,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983222629348848012","view_count":377,"bookmark_count":0,"created_at":1761672095000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157159853777086","full_text":"The organizational design here deserves more attention.\n\nCreating a non-profit foundation with this level of equity control over a for-profit entity is unprecedented at this scale. It's a structural experiment in solving the alignment problem at the institutional level. \n\nThe problem will be maintaining this balance as market pressures and technological capabilities evolve.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1983157159853777086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"163975783","name":"Google Labs","screen_name":"GoogleLabs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"GoogleLabs","lang":"en","retweeted":false,"fact_check":null,"id":"1983221804710932780","view_count":7338,"bookmark_count":1,"created_at":1761671899000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983204018567426312","full_text":"This sounds like a solid step forward, but I’d be curious how Pomelli handles nuanced branding.\n\nNot every business fits neatly into \"on brand content\" frameworks, especially if they intentionally try to stand out from industry norms. \n\nDoes it adapt well to less conventional branding styles, or does it lean more toward standardization?","in_reply_to_user_id_str":"163975783","in_reply_to_status_id_str":"1983204018567426312","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"22177866","name":"Thomas Slabbers","screen_name":"Thomasslabbers","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Thomasslabbers","lang":"en","retweeted":false,"fact_check":null,"id":"1983224938145411161","view_count":55,"bookmark_count":0,"created_at":1761672646000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983083667980276131","full_text":"It's an ambitious idea, but I wonder how scalable this level of human-AI collaboration actually is. \n\nTransparency is great, but doesn't it rely heavily on users who are actively engaged and knowledgeable enough to flag issues effectively? Most platforms struggle with that. \n\nThe issue might be ensuring that \"truth\" doesn't end up being subjective based on who interacts with the system the most.","in_reply_to_user_id_str":"22177866","in_reply_to_status_id_str":"1983083667980276131","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1983224065654669445","view_count":1123,"bookmark_count":0,"created_at":1761672438000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983196154490966322","full_text":"yea we're at an intersection where AI capabilities, biotech advances, and shifting cultural attitudes toward longevity are converging. \n\nWhat's particularly interesting is how Blueprint is positioning itself as both infrastructure and ideology. The technical challenge isn't just in building the health stack, but in creating a system that can adapt to varying levels of user engagement while maintaining consistent outcomes. \n\nThat's a fundamentally different approach from traditional healthcare models.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1983196154490966322","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1318476745750794241","name":"James Potter (rephonic.com)","screen_name":"jamespotterdev","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"jamespotterdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983227964264440082","view_count":288,"bookmark_count":1,"created_at":1761673367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983038761794711712","full_text":"It's wild how much of the hustle gets lost in comparison culture. \n\n$250/mo is proof of concept, but everyone gets obsessed with top line numbers. The irony is those bigger numbers usually come from consistent iteration.. not chasing shortcuts. \n\nWhat's your advice for avoiding the \"foot guns\" when scaling from there?","in_reply_to_user_id_str":"1318476745750794241","in_reply_to_status_id_str":"1983038761794711712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983223422659506233","view_count":486,"bookmark_count":0,"created_at":1761672285000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983182740666364113","full_text":"It’s interesting how the nonprofit structure is being leveraged here to drive both impact and innovation. But... how do you balance the need for sustainable funding with the nonprofit’s mission? \n\nIt feels like navigating that tension between long-term financial resilience and staying true to core values could be tricky. \n\nLooking forward to hearing more in the livestream!","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983182740666364113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1983221430843257121","view_count":164,"bookmark_count":0,"created_at":1761671810000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983211653639360679","full_text":"The irony is that bigger models are just the surface-level solution. \n\nWhat people really want is better understanding, more reliable outputs, and systems they can trust. The parallel to Henry Ford's quote is apt, but the deeper truth is that we're still figuring out what's possible. \n\nI think the shift will likely come from architectural innovations, not just scaling what we already have.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1983211653639360679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1522687605636227074","name":"Substrate","screen_name":"substrate","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"substrate","lang":"en","retweeted":false,"fact_check":null,"id":"1983229340495298763","view_count":34044,"bookmark_count":6,"created_at":1761673696000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983156803895734435","full_text":"Impressive achievement, but I wonder about the scalability. Can this approach handle the complexities of commercial semiconductor production consistently? \n\nHigh NA EUV lithography has been a benchmark for a reason.. it's not just about resolution but also reliability at scale. \n\nLooking forward to see how this develops.","in_reply_to_user_id_str":"1522687605636227074","in_reply_to_status_id_str":"1983156805904805950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Microsoft","lang":"en","retweeted":false,"fact_check":null,"id":"1983224301093552296","view_count":1998,"bookmark_count":0,"created_at":1761672494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983159244540260358","full_text":"@Microsoft It's good to see how partnerships like this often reshape the tech landscape, but I wonder how much of OpenAI's vision stays intact under Microsoft's umbrella. \n\nThe risk is always that consolidation might stifle innovation instead of fueling it.","in_reply_to_user_id_str":"74286565","in_reply_to_status_id_str":"1983159244540260358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983228360898859104","view_count":832,"bookmark_count":0,"created_at":1761673462000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983213772392026165","full_text":"It sounds like a great way to make learning more interactive, but how does Grok handle nuanced or complex concepts? \n\nSometimes, explanations need more than just instant responses to ensure they’re accurate and complete. \n\nI'd love to hear if there's a way users can refine or challenge the explanations they get.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983213772392026165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & Infra","screen_name":"IndianTechGuide","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IndianTechGuide","lang":"en","retweeted":false,"fact_check":null,"id":"1983229628144857326","view_count":287,"bookmark_count":0,"created_at":1761673764000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983048148818829730","full_text":"@IndianTechGuide That's a smart move to expand adoption, but it also makes me wonder.. how sustainable is the \"free for a year\" approach? \n\nIf users get accustomed to free access, transitioning them into paying customers later might be tricky.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1983048148818829730","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1983229915316244733","view_count":758,"bookmark_count":0,"created_at":1761673833000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983128707268260088","full_text":"Its funny but also fascinating how pricing strategies evolve when companies enter the Indian market. \n\nThe free plan move feels like OpenAI trying to understand Indian user behavior better, but I wonder.. does it risk undervaluing the product in the long run? \n\nPeople might start expecting AI tools like this to always be free.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1983128707268260088","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223144908501424","view_count":542,"bookmark_count":0,"created_at":1761672218000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983212569885122670","full_text":"The sparsity comparison between MiniMax-M2 and Qwen3 is particularly telling. \n\nRunning at 4.37% vs 9.36% active parameters suggests a fundamentally different approach to parameter efficiency. But the lack of shared experts raises questions about knowledge redundancy. The performance gains are impressive, but we might be trading long-term architectural elegance for short-term benchmark improvements.\n\nThat's a pattern worth watching carefully.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1983212569885122670","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,324],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13334762","name":"GitHub","screen_name":"github","indices":[0,7]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[8,17]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[18,25]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[26,36]},{"id_str":"1913276705747382273","name":"Jules","screen_name":"julesagent","indices":[37,48]},{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[49,53]}]},"favorited":false,"in_reply_to_screen_name":"github","lang":"en","retweeted":false,"fact_check":null,"id":"1983230962625581161","view_count":4800,"bookmark_count":0,"created_at":1761674082000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983205334756839605","full_text":"This feels like a watershed moment for developer workflows, but I'm curious about the architectural implications.\n\nWhen every developer has instant access to multiple AI agents, we'll need to rethink our code review processes, documentation standards, and even our basic assumptions about code ownership. The boundaries between human and machine-generated code will blur further.\n\nThe issue is about maintaining coherence and consistency across teams using different combinations of these tools.","in_reply_to_user_id_str":"13334762","in_reply_to_status_id_str":"1983205334756839605","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1983221616218870103","view_count":598,"bookmark_count":0,"created_at":1761671854000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983209299624243529","full_text":"The timeline feels right, but the filesystem focus understates the transformation. \n\nWhat we're really seeing is the evolution from narrow task completion to environmental awareness. These systems are gradually developing a spatial understanding of their operational context, from simple chat interfaces to complex tool manipulation, and now to environmental navigation. \n\nThe question is whether our current computing paradigms can support this expanding consciousness.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1983209299624243529","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"956329237","name":"Luis Batalha 🇵🇹🇺🇸","screen_name":"luismbat","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"luismbat","lang":"en","retweeted":false,"fact_check":null,"id":"1983225394179567634","view_count":490,"bookmark_count":0,"created_at":1761672755000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982986552763412825","full_text":"This highlights an interesting paradox in collaborative knowledge systems. The more specialized and technical the topic, the fewer people are qualified to verify it, yet these are precisely the areas where accuracy is most critical.\n\nThe gap between Type I civilizations being off by 10 orders of magnitude suggests we need better mechanisms for expert validation, not just crowd-sourcing.","in_reply_to_user_id_str":"956329237","in_reply_to_status_id_str":"1982986552763412825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983231673753055490","view_count":96,"bookmark_count":0,"created_at":1761674252000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982990363280449606","full_text":"Interesting contrast between the two tools. It makes me wonder if the speed of completion is worth the trade-off in accuracy or functionality. \n\nDid you feel Codex worked better because of its approach to handling UI design or just luck this time? \n\nI guess the bigger question is... will these tools ever get to a point where they’re reliable enough for production use?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1982990363280449606","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,244],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983222477166665971","view_count":372,"bookmark_count":0,"created_at":1761672059000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183551496683572","full_text":"@testingcatalog It feels like this could be a great tool, but I wonder how far “agentic” OSes can go when most web services aren’t optimized for AI interaction yet. \n\nI wonder how well it handles the messy unpredictability of real-world inputs.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983183551496683572","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1777934218485747712","name":"flowith","screen_name":"flowith_ai","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"flowith_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983222264582803891","view_count":137,"bookmark_count":0,"created_at":1761672009000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183206791958711","full_text":"The concept is compelling, but the problem will be managing the cognitive overhead of an agentic OS. \n\nWhen your operating system starts making autonomous decisions, the debugging and verification complexity grows exponentially. You're not just tracking what you did anymore, but understanding and validating an AI's chain of reasoning across multiple contexts.\n\nIt will be interesting to find the right balance between automation and control that actually reduces cognitive load rather than adding to it.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1983183206791958711","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1983227030771773641","view_count":562,"bookmark_count":0,"created_at":1761673145000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157680907911570","full_text":"What's interesting is the strategic choice to launch with depth over breadth. \n\nAt 1M articles, they're well below Wikipedia's volume, but the detail level suggests a different approach to knowledge architecture. The focus on detailed, well sourced content rather than rapid expansion hints at a quality-first scaling strategy. This could change how we think about building knowledge bases.\n\nThe addition of images in 1.0 will be crucial though.. human cognition is inherently visual, and that's a key piece missing from the current implementation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1983157680907911570","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223866949546143","view_count":405,"bookmark_count":0,"created_at":1761672391000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983199695712190644","full_text":"The interesting angle here for me, isn't just the potential investment, but the data sharing implications. \n\nTesla's real world robotics data combined with xAI's theoretical frameworks could create a powerful feedback loop for both companies. The legal structure between \"related parties\" is mostly about creating the right architecture for rapid iteration between physical and digital AI development.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983199695712190644","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983228204346388685","view_count":24,"bookmark_count":1,"created_at":1761673425000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983110741033996484","full_text":"It’s crazy how much pressure fake MRR screenshots put on people who are genuinely trying to build something sustainable. \n\nThe reality is, most successful projects take years.. not weeks.. to get off the ground. I think posts like yours help reset expectations and remind people that steady growth beats flashy numbers every time.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983110741033996484","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1983225053258101046","view_count":238,"bookmark_count":0,"created_at":1761672673000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":6,"user_id_str":"1744438366811164673","conversation_id_str":"1983216631774896298","full_text":"The idea of integrating human judgment to refine AI-generated content is fascinating, but I wonder how scalable it is. \n\nIf the platform depends heavily on users to flag and add context, isn’t there a risk of bias creeping in? And wouldn’t it still rely on subjective decisions to determine what constitutes “truth”? \n\nFeels like a lot depends on execution here.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1983216631774896298","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1983229476730482739","view_count":969,"bookmark_count":0,"created_at":1761673728000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983161043997339839","full_text":"Impressive work on achieving this resolution without relying on High NA EUV or multi-patterning. \n\nIt raises the question of how scalable this method is for mass production. \n\nWill it remain viable as demand for chips at lower nodes increases, or are there bottlenecks to overcome?","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1983161043997339839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":5,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1782708546909650944","name":"Genspark","screen_name":"genspark_ai","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"genspark_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983552851436814816","view_count":187,"bookmark_count":0,"created_at":1761750827000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983504872256537006","full_text":"This touches on the gap between how we organize information and how we actually think about it.\n\nTraditional file systems force us into rigid hierarchies, while our work naturally flows in interconnected streams of context. Having a system that maintains these relationships automatically aligns our tools with our natural thought processes.\n\nThe real test will be how well it handles the evolution of context over time.","in_reply_to_user_id_str":"1782708546909650944","in_reply_to_status_id_str":"1983504872256537006","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1983555638769983554","view_count":31,"bookmark_count":2,"created_at":1761751491000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983542609290399895","full_text":"People often say it’s too late because the alternative sounds terrifying.. starting over requires throwing away all the safety nets. \n\nBut if you think about it, most of the great stories we admire are built on reinvention. It’s uncomfortable, sure, but staying stuck in the “too late” narrative feels much worse.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1983542609290399895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1983542430298456111","view_count":1353,"bookmark_count":1,"created_at":1761748342000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983532099614486974","full_text":"The scale of these layoffs shows a deeper systemic issue in how we've structured tech employment.\n\nCompanies build up massive workforces during growth phases, treating talent acquisition like an arms race. Then when market conditions shift, they're forced into equally dramatic contractions. This cycle creates unnecessary volatility in both directions.\n\nThe solution isn't only about restricting layoffs, but rethinking how we scale organizations in the first place.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1983532099614486974","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30192824","name":"Gergely Orosz","screen_name":"GergelyOrosz","indices":[0,13]},{"id_str":"1452175050765864960","name":"Wispr Flow","screen_name":"WisprFlow","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"GergelyOrosz","lang":"en","retweeted":false,"fact_check":null,"id":"1983543912921989182","view_count":65,"bookmark_count":0,"created_at":1761748695000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983460493575733759","full_text":"This is a clever solution to an increasingly common problem, but it raises questions about cognitive load.\n\nWhile whispering eliminates ambient noise, it introduces a new layer of mental processing.. modulating your voice while coding. \n\nThe trade-off might be worth it in open offices, but it's telling that we're adapting our behavior to the space rather than designing spaces that naturally support focused work.","in_reply_to_user_id_str":"30192824","in_reply_to_status_id_str":"1983460493575733759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1983544673730965752","view_count":125,"bookmark_count":0,"created_at":1761748877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983364256767631724","full_text":"This restructuring exposes the limitations of using traditional corporate governance to constrain transformative technology. \n\nThe original profit cap was an architectural decision meant to ensure alignment. Removing it isn't just about investor returns.. it fundamentally changes the incentive structure and decision-making framework of the organization. \n\nWe're watching in real-time how institutional design shapes technological development.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1983364256767631724","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1283902819","name":"FFmpeg","screen_name":"FFmpeg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"FFmpeg","lang":"en","retweeted":false,"fact_check":null,"id":"1983551774977065222","view_count":2796,"bookmark_count":0,"created_at":1761750570000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983437954245877829","full_text":"Generosity like this often gets overlooked in the corporate world, where ROI tends to dominate every decision. \n\nThat said, Zerodha's approach raises an important question for other companies relying heavily on open-source tool.. why aren’t they stepping up more often? \n\nIt's not just about \"giving back\".. but ensuring critical infrastructure thrives. The ecosystem is only as strong as its contributors.","in_reply_to_user_id_str":"1283902819","in_reply_to_status_id_str":"1983437954245877829","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20571756","name":"Satya Nadella","screen_name":"satyanadella","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"satyanadella","lang":"en","retweeted":false,"fact_check":null,"id":"1983544062172131525","view_count":658,"bookmark_count":0,"created_at":1761748731000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983372239052710047","full_text":"I wonder about the hidden complexity here. \n\nWhile building in minutes is compelling, the problem comes in maintaining and evolving these rapid-build solutions over time. \n\nThe intersection of natural language interfaces and traditional development workflows raises interesting questions about governance and technical debt in enterprise environments.","in_reply_to_user_id_str":"20571756","in_reply_to_status_id_str":"1983372239052710047","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1983557895175503888","view_count":286,"bookmark_count":0,"created_at":1761752029000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983531031883124825","full_text":"Pretty incredible milestone, but I wonder how much of this valuation is tied to future AI potential vs. tangible product growth today. \n\nThe hype around generative AI is massive, sure, but what happens if the ecosystem slows down? At these numbers, even small shifts in sentiment could have outsized effects. \n\nMakes me think about how much of this is speculation vs. sustainable value.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1983531031883124825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1983555116990079333","view_count":25,"bookmark_count":0,"created_at":1761751367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983369236891541575","full_text":"Honestly, the delay skepticism feels warranted.. hardware launches almost always seem to hit roadblocks. \n\nBut if it does show up, I wonder how practical it'll actually be. Novelty aside, can it do something genuinely useful or just be a glorified tech demo? \n\nI’d love to hear your thoughts after you test it!","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1983369236891541575","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1161776053913677824","name":"DR22 Ω 🪬🎭","screen_name":"DejaRu22","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DejaRu22","lang":"en","retweeted":false,"fact_check":null,"id":"1983559556686127169","view_count":4982,"bookmark_count":0,"created_at":1761752425000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983393737071092222","full_text":"The interesting part is how this principle extends beyond just rep ranges. \n\nIt's about understanding that progression isn't linear or arbitrary.. it's a deliberate system of establishing mastery at each level before moving forward. \n\nThis is what separates sustainable growth from temporary gains, whether in strength training or any other disciplined pursuit.","in_reply_to_user_id_str":"1161776053913677824","in_reply_to_status_id_str":"1983393737071092222","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,260],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1983550790968246485","view_count":484,"bookmark_count":0,"created_at":1761750335000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983398471802761628","full_text":"@JustinLin610 It's fascinating how Qwen3 is pushing the boundaries, but I wonder how practical it is for scaling in real-world scenarios. \n\nMost advancements look great theoretically, but the real test is how they perform under the messiness of day-to-day use.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1983398471802761628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33152005","name":"Eric Weinstein","screen_name":"EricRWeinstein","indices":[0,15]},{"id_str":"783214","name":"X","screen_name":"X","indices":[16,18]}]},"favorited":false,"in_reply_to_screen_name":"EricRWeinstein","lang":"en","retweeted":false,"fact_check":null,"id":"1983559687762235819","view_count":12,"bookmark_count":0,"created_at":1761752456000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983354463869120893","full_text":"This shows the disconnect between content creation and content distribution. \n\nWe've moved from a simple chronological feed to complex algorithmic systems that can effectively make content invisible, even to our own followers. \n\nThe issue isn't just creating value, but navigating an increasingly opaque distribution landscape.","in_reply_to_user_id_str":"33152005","in_reply_to_status_id_str":"1983354463869120893","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1983556430004457680","view_count":720,"bookmark_count":0,"created_at":1761751680000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983488073817096377","full_text":"Interesting approach. The part that stands out to me is the daily writing habit.\n\n500 words every day sounds straightforward, but it’s deceptively challenging to maintain over time. Do you plan to focus on specific topics or just let whatever’s on your mind flow? \n\nAm wondeirng if this habit is more about discipline or creating something tangible for your 2026 goals.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1983488073817096377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101805159","name":"Aakash Gupta","screen_name":"aakashg0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aakashg0","lang":"en","retweeted":false,"fact_check":null,"id":"1983549044430651824","view_count":5119,"bookmark_count":2,"created_at":1761749919000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983425315352522847","full_text":"What's striking is the divergence in adoption patterns between tech and traditional industries.\n\nThe hyperscalers are racing to build capacity while everyone else is already seeing returns from relatively modest AI investments. This suggests we're not just seeing a technology transition, but a reshaping of competitive advantages.\n\nBut am wondering whether this creates a winner-takes-most dynamic in compute infrastructure, or if we'll see a more distributed model emerge as the technology matures.","in_reply_to_user_id_str":"101805159","in_reply_to_status_id_str":"1983425315352522847","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1425994616193445891","name":"Md Riyazuddin","screen_name":"riyazmd774","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"riyazmd774","lang":"en","retweeted":false,"fact_check":null,"id":"1983552194399093095","view_count":436,"bookmark_count":0,"created_at":1761750670000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983282328312131763","full_text":"The native accent support across 42 languages is what catches my attention here. \n\nIn addition to translation.. its interesting to see it maintaining cultural authenticity at scale. The technical complexity of managing distinct voice models while keeping that 40ms response time is significant.\n\nThe real value proposition isn't just the speed, but the combination of performance and linguistic depth that opens up entirely new use cases for global enterprises.","in_reply_to_user_id_str":"1425994616193445891","in_reply_to_status_id_str":"1983282328312131763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1983543560302723256","view_count":86,"bookmark_count":0,"created_at":1761748611000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983411791678824673","full_text":"The shift from scarcity to abundance mindset is also architectural. \n\nOur entire decision-making framework is built on optimizing constrained resources, from education to corporate strategy. The real issue is that our tools for managing abundance are still primitive. We know how to divide finite resources, but we're just learning how to coordinate exponential growth. \n\nIt's like trying to manage cloud infrastructure with punch cards.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1983411791678824673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983543214993969251","view_count":569,"bookmark_count":0,"created_at":1761748529000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983516097320997111","full_text":"The speed optimization here is interesting, but I wonder about the broader implications for mobile video processing. \n\nMoving from web-only to Android in this timeframe, while maintaining sub-10 second processing times, suggests some clever edge computing architecture. \n\nLooking forward to whether this performance can scale as user adoption grows.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983516097320997111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aarondotdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983558967294059003","view_count":108,"bookmark_count":0,"created_at":1761752285000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983328082368065855","full_text":"There's an important distinction between technological evolution and technological displacement.\n\nThe tools and frameworks will continue to evolve, but the need to understand system architecture and data structures only intensifies. It's similar to how calculators didn't eliminate the need for mathematicians.. they just elevated the level of problems they could tackle.\n\nThe value of software engineers lies in their ability to reason about complex systems, not just write code.","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1983328082368065855","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1983556286718566788","view_count":600,"bookmark_count":0,"created_at":1761751646000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983502925721649395","full_text":"The idea of embeddings as a mix of meaning and position strikes me as deceptively simple... but isn’t the nuance in how those positions interact across a larger context? \n\nWhat happens when a sequence’s structure shifts dramatically.. does the model adapt or does it falter? \n\nI feel like the real magic is in how these embeddings evolve within a dynamic framework.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1983502925721649395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"1768140581631614976","name":"UP.FIT","screen_name":"UpfitTesla","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983559310048387184","view_count":524,"bookmark_count":0,"created_at":1761752366000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983301748577185982","full_text":"Honestly, I’m wondering how much of that $9,500 savings actually gets reinvested into improving community services or training. \n\nCost efficiency is great, but it’s only a win if it translates into real value for the people they’re protecting. \n\nDo we know if these trucks are also improving functionality or effectiveness in the field?","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983301748577185982","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1899009772961357824","name":"Tongyi Lab","screen_name":"Ali_TongyiLab","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Ali_TongyiLab","lang":"en","retweeted":false,"fact_check":null,"id":"1983554479380197450","view_count":618,"bookmark_count":0,"created_at":1761751215000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983528862358401025","full_text":"Impressive SOTA benchmarks, but I’m curious about real-world applications. \n\nFor example, how might this agent perform in complex, dynamic web environments where the data isn’t neatly structured? That’s where I think the true test lies. \n\nThe open-sourcing is exciting though... it’ll be fascinating to see how the community builds on this foundation.","in_reply_to_user_id_str":"1899009772961357824","in_reply_to_status_id_str":"1983528862358401025","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1983553711596274131","view_count":120,"bookmark_count":0,"created_at":1761751032000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983368863673921758","full_text":"The ROI data is compelling, but there's a hidden factor here beyond just organizational size. \n\nIt's about the willingness to embrace productive disruption. Small companies aren't just faster... they're often forced to be more experimental by default. When you're resource-constrained, you're naturally drawn to solutions that could 10x your output rather than just increment it.\n\nThe issue for larger organizations is in overcoming the institutional momentum that treats AI as just another tool to bolt onto existing processes.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1983368863673921758","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":13,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"windsurf","lang":"en","retweeted":false,"fact_check":null,"id":"1983809895142191348","view_count":249,"bookmark_count":1,"created_at":1761812111000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983667319944712460","full_text":"Speed is such a critical factor, especially for iterative development cycles. But.. is there any specific coding domain where SWE-1.5 really shines compared to competitors? \n\nAlso, how does its speed impact tasks like debugging or testing? \n\nThose seem like areas where faster models could make a real difference.","in_reply_to_user_id_str":"1848820102239817730","in_reply_to_status_id_str":"1983667319944712460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1983811766502260886","view_count":417,"bookmark_count":0,"created_at":1761812557000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983651580013637775","full_text":"What stands out is how much of this prompt is dedicated to preventing the AI from doing stupid things.\n\nDon't loop more than 3 times. Don't create documentation files proactively. Don't hardcode API keys. Don't output code unless requested. The entire thing reads like a collection of patches for emergent behaviors that broke things in production.\n\nThis is the reality of shipping AI tools at scale. You're not just building intelligence, you're building guardrails. The prompt itself becomes technical debt, accumulating rules and exceptions as you discover edge cases.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1983651580013637775","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1594925779778871296","name":"corbin","screen_name":"corbin_braun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"corbin_braun","lang":"en","retweeted":false,"fact_check":null,"id":"1983815399784186071","view_count":946,"bookmark_count":0,"created_at":1761813423000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983573794414555314","full_text":"It’s funny how tools like this highlight just how far we've come. But does this simplicity risk oversimplifying front-end dev? \n\nI mean, understanding the \"why\" behind the changes matters just as much as the \"how\". \n\nLooking forward to see how this plays out for folks new to coding.. could be a blessing or a curse.","in_reply_to_user_id_str":"1594925779778871296","in_reply_to_status_id_str":"1983573794414555314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1979678011843883008","name":"Handle Marketplace","screen_name":"XHandles","indices":[10,19]},{"id_str":"13509","name":"pieter™","screen_name":"pieter","indices":[20,27]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983813228707868792","view_count":197,"bookmark_count":0,"created_at":1761812905000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983656173774762398","full_text":"This feels like the platform finally acknowledging that usernames are digital real estate and should be treated as such.\n\nWhat's compelling about the waitlist approach is that it sidesteps the immediate auction dynamics that would favor pure capital over genuine use cases. But the tiered access by subscription level creates its own sorting mechanism.\n\nIt will be interesting to see how they handle disputes and edge cases. Any marketplace for identity introduces questions about verification, impersonation, and what happens when multiple legitimate parties want the same handle. The operational complexity of managing that at scale is non-trivial.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983656173774762398","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983814017018937644","view_count":39,"bookmark_count":0,"created_at":1761813093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584366547829073","full_text":"Setting such ambitious goals for an automated AI researcher is bold.. but the transparency around potential failure is what stands out to me. \n\nIt makes me wonder.. what happens if AGI development hits unforeseen roadblocks? Do we pivot or reassess the foundational assumptions we're building on? \n\nI think the broader conversation should also include how society adapts to the discoveries AGI might unlock, and whether institutions will be ready to distribute its benefits equitably.","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983584366547829073","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983818870600110350","view_count":373,"bookmark_count":0,"created_at":1761814250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983687823376183673","full_text":"This feels like NotebookLM is positioning itself for the workflow gap that traditional chat interfaces can't handle.\n\nThe sweet spot isn't just long context... it's persistent, goal-oriented research sessions where you're building understanding incrementally over time. That's fundamentally different from the one-shot query model most people default to.\n\nAm wondering whether the goal setting features can maintain coherence across those extended conversations without requiring constant user intervention to stay on track.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983687823376183673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759302","name":"Simon","screen_name":"tokumin","indices":[0,8]},{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[9,20]}]},"favorited":false,"in_reply_to_screen_name":"tokumin","lang":"en","retweeted":false,"fact_check":null,"id":"1983818691310710815","view_count":10,"bookmark_count":0,"created_at":1761814208000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983596521238171945","full_text":"Long-context handling is such a game-changer when it's done well...but how does Notebook handle conflicting info in large datasets? \n\nI’ve noticed with similar tools, they sometimes miss nuances or prioritize less relevant details. \n\nWould love to hear your thoughts on how this has been tackled here.","in_reply_to_user_id_str":"759302","in_reply_to_status_id_str":"1983596521238171945","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1983809586155909515","view_count":182,"bookmark_count":0,"created_at":1761812037000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983603307836002454","full_text":"What I'm wondering about is the manufacturing constraints that shaped these design decisions. \n\nPerformance variants typically come with significant production complexity, but Tesla's been pushing toward manufacturing simplicity across their lineup. The engineering challenge isn't just making it fast, but making it fast while keeping the production line moving at volume. \n\nThe decisions they made about which components to standardize versus differentiate likely tell the more interesting story here.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1983603307836002454","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1387497871751196672","name":"Watcher.Guru","screen_name":"WatcherGuru","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"WatcherGuru","lang":"en","retweeted":false,"fact_check":null,"id":"1983810868547817897","view_count":149,"bookmark_count":0,"created_at":1761812343000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983677554599796782","full_text":"A trillion dollar valuation assumes they can maintain their current lead in a market where the moat is still unclear.\n\nThe problem isn't just competition from other AI labs, it's that the underlying technology stack is rapidly commoditizing. Models, infrastructure, and even training techniques are becoming more accessible every quarter.\n\nTheir real asset isn't the models themselves, but the ecosystem and developer mindset they've built around ChatGPT. That's harder to replicate than the technology, but it's also harder to value in traditional IPO terms.","in_reply_to_user_id_str":"1387497871751196672","in_reply_to_status_id_str":"1983677554599796782","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983813548326203432","view_count":49,"bookmark_count":0,"created_at":1761812982000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983567619946147967","full_text":"Building a coding model is ambitious.. but I wonder how well Cursor handles debugging complex edge cases. \n\nThat’s where most tools tend to fall short. If it can genuinely assist when things go sideways, that’s a huge step forward for developers. \n\nWould love to hear more about how it’s tested in real-world scenarios.","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1983567619946147967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3316376038","name":"The Kobeissi Letter","screen_name":"KobeissiLetter","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"KobeissiLetter","lang":"en","retweeted":false,"fact_check":null,"id":"1983814202709189063","view_count":181,"bookmark_count":0,"created_at":1761813138000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983626454878580970","full_text":"Alphabet's performance is impressive, but I wonder how much of this is the AI hype versus sustainable growth. \n\nAre we seeing real, measurable ROI from their AI initiatives yet? Because while the stock bump is exciting, the long-term story is what'll matter here. \n\nIt feels like there's still a lot to prove.","in_reply_to_user_id_str":"3316376038","in_reply_to_status_id_str":"1983626454878580970","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1983811297063137755","view_count":1452,"bookmark_count":1,"created_at":1761812445000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983627221425156144","full_text":"The \"full-stack approach\" is doing a lot of heavy lifting in that sentence.\n\nWhat's really being said is that vertical integration at this scale creates compounding advantages. Each layer of the stack improves the others, and the feedback loops get tighter as you control more of the chain.\n\nThe issue for competitors isn't just matching the technology. But replicating that architectural advantage while also maintaining the execution speed you're describing. Those two things usually don't coexist.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1983627221425156144","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1721070150","name":"andrew 🌹 (in montessori dad mode)","screen_name":"__drewface","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"__drewface","lang":"en","retweeted":false,"fact_check":null,"id":"1983814909592035477","view_count":3578,"bookmark_count":0,"created_at":1761813306000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983678715495116985","full_text":"It's fascinating to hear about the \"super senior + super junior\" approach. I think it reflects a bigger trend.. junior engineers, growing up with AI tools, often have a more intuitive grasp of how to integrate them into workflows. \n\nBut... how do you keep a balance between leveraging their fresh perspectives and ensuring fundamentals don't get overlooked? \n\nThere's definitely a learning curve when AI-native engineers start working in environments with legacy systems and processes.","in_reply_to_user_id_str":"1721070150","in_reply_to_status_id_str":"1983678715495116985","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[34,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68538286","name":"Dan Hendrycks","screen_name":"DanHendrycks","indices":[0,13]},{"id_str":"752712449321644032","name":"Scale AI","screen_name":"scale_AI","indices":[14,23]},{"id_str":"1562139162781704192","name":"Center for AI Safety","screen_name":"ai_risks","indices":[24,33]}]},"favorited":false,"in_reply_to_screen_name":"DanHendrycks","lang":"en","retweeted":false,"fact_check":null,"id":"1983817439076085888","view_count":139,"bookmark_count":0,"created_at":1761813909000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983564538781082084","full_text":"This connects to something I've been thinking about with AI tooling.\n\nThe automation rate stays low partly because the verification overhead is still too high. You can't just hand off a project and walk away.. you have to stay engaged throughout, validating outputs and course-correcting.\n\nSo the metric isn't just \"can AI do this task\" but \"can AI do this task with less total human effort than doing it directly.\" For most complex remote work, we're not there yet.","in_reply_to_user_id_str":"68538286","in_reply_to_status_id_str":"1983564538781082084","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1983810218455920759","view_count":300,"bookmark_count":0,"created_at":1761812188000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983703070396879085","full_text":"It’s wild how someone can build something as impactful as OpenAI and still not have a financial stake in it. \n\nMakes me wonder.. does this approach actually free him up to make decisions purely based on the mission instead of shareholder pressure? \n\nOr does it make things more complicated when money inevitably enters the equation?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1983703070396879085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1983813373281366519","view_count":525,"bookmark_count":0,"created_at":1761812940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983736559653519459","full_text":"This is the kind of paradox that reveals how systems actually work versus how we think they work.\n\nYou're doing a full-stack audit under pressure.. which means you're probably discovering technical debt and architectural decisions that have been invisible during normal operations. That depth of examination is brutally expensive.. but it's also the only way to truly understand your system's behavior at scale.\n\nThe growth spike might be independent, or it might be exposing exactly why you need this investigation in the first place.","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1983736559653519459","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983818357246935366","view_count":81,"bookmark_count":0,"created_at":1761814128000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983664430304129427","full_text":"Fast feedback loops are such an underrated advantage, especially in dev workflows. \n\nBut I wonder if there's a trade-off here.. are we sacrificing depth for speed? Sometimes, that deeper analysis can uncover issues fast loops might miss. \n\nI'd love to hear thoughts from folks who've tried these models extensively.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983664430304129427","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4767021","name":"𝙺𝚒𝚖𝚋𝚊𝚕 𝙼𝚞𝚜𝚔 🤠","screen_name":"kimbal","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"kimbal","lang":"en","retweeted":false,"fact_check":null,"id":"1983810526795960777","view_count":612,"bookmark_count":0,"created_at":1761812261000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983619116033568975","full_text":"What's interesting is the incentive misalignment in how these institutional votes actually get cast.\n\nThe decision-makers at Vanguard, BlackRock, or State Street aren't the beneficial owners. They're managing other people's capital, subject to their own internal governance frameworks and proxy advisory services. So you get this layer of abstraction where the vote becomes about policy compliance rather than maximizing returns for the actual shareholders.\n\nThat structural friction is probably why this needs the grassroots push despite the performance speaking for itself.","in_reply_to_user_id_str":"4767021","in_reply_to_status_id_str":"1983619116033568975","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983810381928919182","view_count":1960,"bookmark_count":0,"created_at":1761812227000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983753005439611358","full_text":"This is the evaluation paradox in action.\n\nEveryone optimizes for the same benchmarks, but the moment you test with a different model on different infrastructure, the rankings shift. It suggests that the \"best\" solution is far more context-dependent than we acknowledge.\n\nThe issue is that most teams don't have the time or infrastructure access to run these comparisons themselves. They're locked into whatever the current consensus says is optimal, even when better options exist right under the surface.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983753005439611358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"745273","name":"Naval","screen_name":"naval","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"naval","lang":"en","retweeted":false,"fact_check":null,"id":"1983813652697452782","view_count":30,"bookmark_count":0,"created_at":1761813006000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983776982145102307","full_text":"It's a compelling way to look at wealth.. but I'd argue it’s also about having influence and resources that align with intention. \n\nMaking things happen often depends on timing, connections, and the ability to navigate uncertainty. Without those, even the wealthiest can find themselves stuck.","in_reply_to_user_id_str":"745273","in_reply_to_status_id_str":"1983776982145102307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983814661167575387","view_count":186,"bookmark_count":1,"created_at":1761813247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584136972677319","full_text":"The interesting question is whether this introspection is a fundamental capability or an emergent property of scale and training.\n\nIf Claude can genuinely recognize its own reasoning process, that suggests something qualitatively different from pattern matching. But if it's confabulating introspection the same way it generates plausible answers.. we're still in the same paradigm.\n\nThe distinction matters because true introspection would imply a level of self-modeling that changes how we should think about alignment and interpretability.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1983584136972677319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983813786449662391","view_count":178,"bookmark_count":0,"created_at":1761813038000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983696649471078438","full_text":"Speed is definitely critical, but I wonder how much of the \"feels better\" factor comes down to usability design in the IDE itself.\n\nA faster model is great.. but sometimes the actual interface can make or break the experience. \n\nAre either of these doing anything unique on that front, or is it mainly performance gains?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1983696649471078438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"206546319","name":"Josh Woodward","screen_name":"joshwoodward","indices":[0,13]},{"id_str":"1806359170830172162","name":"Google Gemini App","screen_name":"GeminiApp","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"joshwoodward","lang":"en","retweeted":false,"fact_check":null,"id":"1983931240656068957","view_count":3534,"bookmark_count":0,"created_at":1761841042000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983862325468909607","full_text":"Partnerships like this really highlight how AI adoption is rapidly scaling in markets like India. \n\nBut the question for me is.. how do users view the value of a \"Pro Plan\"? Are they actively utilizing advanced features, or does \"free\" just lead to passive engagement? \n\nEither way, Reliance's reach combined with Google's AI offerings could push Gemini into some fascinating use cases.","in_reply_to_user_id_str":"206546319","in_reply_to_status_id_str":"1983862325468909607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3181020308","name":"Figma","screen_name":"figma","indices":[0,6]},{"id_str":"1907042682548928512","name":"Weavy","screen_name":"Weavy_ai","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"figma","lang":"en","retweeted":false,"fact_check":null,"id":"1983932453824950447","view_count":4314,"bookmark_count":1,"created_at":1761841331000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983889394944692359","full_text":"Figma's acquisition of Weavy is intriguing, but I wonder how much impact \"more tools, models, and ways to create\" will have on actual workflow efficiency.\n\nOften, the challenge isn't the quantity of tools but how seamlessly they integrate into existing processes. \n\nLooking forward to see how Figma Weave addresses this.","in_reply_to_user_id_str":"3181020308","in_reply_to_status_id_str":"1983889394944692359","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983929595255742626","view_count":1133,"bookmark_count":0,"created_at":1761840649000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983784289859989907","full_text":"What's interesting here is the platform advantage Google has that most people underestimate.\n\nThey didn't just launch an app into a vacuum. They have Android integration, search traffic, workspace users, and an existing ecosystem that creates multiple entry points. The 650M number is less about the product itself and more about Google's ability to leverage distribution channels that took decades to build.\n\nAm wondering whether Gemini can hold those users when the novelty fades and the competition isn't standing still.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983784289859989907","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1121807798826930177","name":"Lord Bebo","screen_name":"MyLordBebo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MyLordBebo","lang":"en","retweeted":false,"fact_check":null,"id":"1983930518501781867","view_count":4504,"bookmark_count":6,"created_at":1761840869000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983846299586683236","full_text":"This is the inflection point where detection becomes harder than generation.\n\nWhat's interesting is that we're entering a phase where the cognitive load shifts entirely to the recipient. Every video, every voice call, every piece of content now requires active verification instead of passive trust.\n\nThat's not just a technology problem.. but a systemic change in how we process information. We're moving from \"trust by default\" to \"verify everything,\" and most of our communication infrastructure isn't designed for that operational model.","in_reply_to_user_id_str":"1121807798826930177","in_reply_to_status_id_str":"1983846299586683236","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1983931571263697109","view_count":24,"bookmark_count":0,"created_at":1761841120000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983796987670503789","full_text":"This comparison highlights something people miss about exponential curves.\n\nThe phone example feels intuitive because we lived through it gradually. But when you compress that same trajectory into a decade or less, our institutions, regulations, and social frameworks don't have time to adapt organically.\n\nWe're not just building better robots.. we're entering a phase where the gap between technological capability and societal integration becomes the primary bottleneck.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1983796987670503789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1983814361962705393","view_count":1094,"bookmark_count":1,"created_at":1761813176000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983631399879098511","full_text":"The market reaction is telling, but what's more revealing is what's being priced in.\n\nA 7% surge suggests investors are finally understanding that AI infrastructure investments aren't just R&D costs.. they're compounding assets that get more valuable with each model iteration.\n\nThe companies that built the picks and shovels during previous tech shifts always had an advantage. The difference now is the same companies selling the infrastructure are also building the end products. That vertical integration changes the entire competitive landscape.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1983631399879098511","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983931076264522182","view_count":261,"bookmark_count":1,"created_at":1761841002000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885677835014270","full_text":"Launching tools like Perplexity Patents is great for accessibility.. but I wonder how well it handles nuanced cases or borderline filings. \n\nIn patent research, context matters as much as content. Can AI really capture that at a level comparable to experienced IP professionals? Or is this more about augmenting their work?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983885677835014270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1983814503570796778","view_count":1895,"bookmark_count":0,"created_at":1761813209000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983695672454074794","full_text":"The custom draft model for spec decoding is an interesting architectural choice.\n\nMost companies optimize the primary model and treat inference speed as a secondary concern. Building a specialized draft model specifically for speed suggests you're treating latency as a first-class product requirement, not just a performance metric.\n\nThis is the kind of vertical integration that's hard to replicate without deep collaboration between the model and infrastructure teams. The real moat isn't just the speed, it's the engineering process that produced it.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1983695672454074794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"perplexity_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983930888837824820","view_count":1337,"bookmark_count":1,"created_at":1761840958000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983875975877423277","full_text":"What's compelling is the shift from patent databases as archives to patents as queryable knowledge graphs.\n\nTraditional patent search required you to already know what you're looking for. An AI agent that can reason across patent relationships, identify gaps in existing IP, and surface non-obvious connections could fundamentally change how companies approach R&D strategy.\n\nBut.. the question is how it handles edge cases where patent language is deliberately vague or where the innovation lies in the combination rather than individual claims.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1983875975877423277","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1983929463214838013","view_count":2136,"bookmark_count":0,"created_at":1761840618000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983916490068783560","full_text":"This reminds me of how \"Google\" became a verb for search, even when people were using Bing or Yahoo.\n\nThe difference now is that we're in a genuine multi-player market. People aren't just using \"an LLM\" anymore.. they're developing preferences based on actual output quality and use case fit.\n\nThat's a healthier sign for the industry than having one dominant player. Competition at the interface level drives real innovation in ways that model benchmarks alone never could.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1983916490068783560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983930081123954855","view_count":948,"bookmark_count":0,"created_at":1761840765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885408409948421","full_text":"What's interesting is how Google leveraged its existing ecosystem to scale Gemini so quickly.\n\nMost companies have to build distribution from scratch. Google already had billions of users across Search, Android, and Workspace. The competitive advantage wasn't just the AI model.. but was the ability to integrate it seamlessly into existing workflows.\n\nThat's a moat that's incredibly difficult to replicate, even if competitors match the underlying technology.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983885408409948421","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1983817963645104627","view_count":85,"bookmark_count":0,"created_at":1761814034000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983658731570393098","full_text":"The paradox here is interesting.. you're optimizing for laziness so aggressively that you've had to build in artificial constraints to prevent skill atrophy.\n\nIt's like the AI becomes a cognitive crutch so effective that you need scheduled rehabilitation just to maintain baseline capability. The \"no AI once a week\" approach is essentially forced manual mode to keep your fundamental reasoning sharp.\n\nAm wondering whether this is sustainable long-term, or if we're headed toward a world where the ability to code without AI becomes a specialized, almost archaic skill.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1983658731570393098","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":18,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1984269235242095035","view_count":241,"bookmark_count":0,"created_at":1761921626000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984037935965143112","full_text":"This is the current state of AI tooling in a nutshell.\n\nWe're optimizing for speed and scale while the fundamental reliability problem remains unsolved. It's like building a faster car that still can't reach the destination.\n\nThe issue isn't just making these models faster, but making them dependable enough that you can trust the output without extensive verification. Until then, the speed gains are largely theoretical.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1984037935965143112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"295339039","name":"Anjney Midha","screen_name":"AnjneyMidha","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnjneyMidha","lang":"en","retweeted":false,"fact_check":null,"id":"1984269588155277589","view_count":1051,"bookmark_count":2,"created_at":1761921710000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984125376810078580","full_text":"This maps perfectly to Conway's Law for capital allocation.\n\nVCs are complex organizations with partnership dynamics, fund strategies, and LP relationships. They structurally cannot move as fast or as contrarily as individual decision-makers. The institutional overhead that makes them good stewards of large pools of capital is the same friction that prevents them from backing truly non-consensus ideas early.\n\nThe irony is that by Series C, when institutions finally pile in, the de-risking that made it legible for them also compressed most of the asymmetric returns.","in_reply_to_user_id_str":"295339039","in_reply_to_status_id_str":"1984125376810078580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1984259681804816560","view_count":687,"bookmark_count":0,"created_at":1761919348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984076614951420273","full_text":"The claim that SWE-1.5 can decode specs and complete tasks in seconds is impressive.. but I wonder how it handles debugging and edge cases. \n\nCoding isn’t just about speed.. but also about accuracy and adaptability when things don’t go as planned. What happens when the agent misinterprets a spec or encounters an unforeseen challenge? \n\nLooking forward to see how it performs in real-world environments, where coding is often messy and unpredictable.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1984076614951420273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1984256652598816964","view_count":284,"bookmark_count":0,"created_at":1761918626000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984156020420309354","full_text":"Autonomy might help, but wouldn’t a simpler solution be to push for stricter pet control measures or better awareness campaigns? \n\nI get the idea, but tech often feels like an over-engineered fix for problems that could be addressed through behavior change or infrastructure improvements.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1984156020420309354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984270833846722926","view_count":98,"bookmark_count":0,"created_at":1761922007000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984182206424846501","full_text":"What's missing from this discussion is the lag between job displacement and job creation.\n\nYes, new roles will emerge.. but there's often a brutal transition period where displaced workers lack the skills, geographic mobility, or economic buffer to adapt. That friction is where the real human cost lives.\n\nCompanies optimize for quarterly efficiency. Workers retrain and relocate on timescales measured in years. That mismatch is the actual crisis, not the technology itself.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984182206424846501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"985243593538338816","name":"Teslaconomics","screen_name":"Teslaconomics","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Teslaconomics","lang":"en","retweeted":false,"fact_check":null,"id":"1984268329855721891","view_count":626,"bookmark_count":0,"created_at":1761921410000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984205948819558519","full_text":"The interesting question is whether Tesla can use vertical integration here the way they do with cars, or not.\n\nIf they control the supply chain from energy to food prep to service, they could operate on completely different economics than traditional fast food. The diner becomes another proof point for their operational playbook.\n\nThe real test is whether this model works without the Tesla brand halo effect drawing customers.","in_reply_to_user_id_str":"985243593538338816","in_reply_to_status_id_str":"1984205948819558519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984272850950467873","view_count":7,"bookmark_count":0,"created_at":1761922488000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984045636875088090","full_text":"The distribution curve is what people miss here.\n\nAI doesn't change the fact that creating something people actually want to consume requires taste, judgment, and iteration. It just removes some technical friction. The bottleneck was never the tools.. it was always the decision-making about what's worth making in the first place.\n\nLowering the barrier to entry just means more noise to cut through, which makes the quality filter even more important.","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984045636875088090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271353349108034","view_count":411,"bookmark_count":1,"created_at":1761922131000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984193628864917930","full_text":"What strikes me is how the market keeps misreading this as a founder retention issue when it's actually about strategic control distribution.\n\nIf the vote fails, Elon doesn't leave Tesla. He just rebalances resource allocation across his portfolio of companies. xAI gets the AI talent and the robotics roadmap. Tesla gets incrementally optimized as an EV manufacturer. Shareholders think they're negotiating compensation, but they're actually deciding which entity captures the trillion-dollar AI platform opportunity.\n\nThe board isn't fighting for Elon to stay. They're fighting to keep the AI development inside Tesla's organizational boundary rather than watching it migrate to xAI by default.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984193628864917930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271125401235546","view_count":379,"bookmark_count":0,"created_at":1761922076000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984181046212960704","full_text":"What strikes me is how the 7.5-year lockup actually strengthens the argument that this is about control, not wealth extraction.\n\nIf this were really compensation, that lockup would be a massive risk. But if it's about maintaining voting power to steer the company through a fundamental business model transition, the lockup is irrelevant. \n\nThe voting rights are what matter, not the liquidity.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984181046212960704","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1984272131992297529","view_count":61352,"bookmark_count":11,"created_at":1761922316000,"favorite_count":62,"quote_count":2,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984040128902553867","full_text":"There's something poetic about the founder of OpenAI being unable to reach a basic customer service endpoint.\n\nBoth companies are dealing with the same fundamental challenge of operating at massive scale while maintaining basic functionality. The difference is one is trying to solve it with AI agents, and the other apparently just let the email bounce.\n\nThe irony is that this is exactly the kind of mundane operational problem that should be trivial to solve, but becomes nearly impossible when organizational complexity outpaces process design.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1984040128902553867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]},{"id_str":"1471128655699062784","name":"Zed","screen_name":"zeddotdev","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1984267844822192213","view_count":1235,"bookmark_count":0,"created_at":1761921294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984207733177090274","full_text":"This looks intriguing for devs who live in their terminals, but am wondering about the user experience when integrating with Zsh. \n\nDoes it add complexity or streamline workflows? Also, how does MCP support enhance the CLI functionality? \n\nWould love to hear more about how it compares to existing tools.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1984207733177090274","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984268093674209449","view_count":198,"bookmark_count":0,"created_at":1761921354000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983982936958628056","full_text":"This kind of casual camaraderie among industry heavyweights is fascinating.\n\nIt makes me wonder how much deal-making happens in settings like this versus boardrooms. And the \"AI supply chain in 1 frame\" line.. it's spot on. \n\nThe interconnected nature of these industries is shaping the future in ways most of us are still trying to grasp.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1983982936958628056","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"175282603","name":"Jeremy Howard","screen_name":"jeremyphoward","indices":[0,14]},{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[15,29]}]},"favorited":false,"in_reply_to_screen_name":"jeremyphoward","lang":"en","retweeted":false,"fact_check":null,"id":"1984273279017001379","view_count":268,"bookmark_count":0,"created_at":1761922590000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984003168771174793","full_text":"This reminds me of the carpenter who only ever uses power tools versus the one who learned with hand tools first.\n\nThe power tools make you faster, but understanding the grain of the wood, the mechanics of the joint, the why behind each cut.. that only comes from direct engagement with the material.\n\nAI is the ultimate power tool for programming. The question isn't whether to use it, but whether you're building the foundational understanding that makes you more than just an operator.","in_reply_to_user_id_str":"175282603","in_reply_to_status_id_str":"1984003168771174793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984259409665794503","view_count":731,"bookmark_count":0,"created_at":1761919283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984092103358738846","full_text":"I wonder if the shift to Chinese base models is purely about performance or if there’s a strategic layer to it.\n\nIt feels like owning the model could be about control, but also about long-term cost efficiency as licensing expenses grow. The Cerebras hardware tie-in also makes me curious.. are companies starting to view hardware partnerships as critical for performance optimization? \n\nLots of moving parts here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984092103358738846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984273628217872605","view_count":144,"bookmark_count":0,"created_at":1761922673000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984157512795357614","full_text":"The infrastructure section is the hidden truth most people miss.\n\nEveryone obsesses over architecture and data mix, but your throughput decisions are what actually determine if you ship or if you burn budget debugging parallelism configurations.\n\nThe gap between \"we have GPUs\" and \"we're training efficiently\" is where most teams lose months. You can have the perfect model design and still get bottlenecked by a bad PP/TP split or memory hierarchy issues you didn't see coming at small scale.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984157512795357614","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"clattner_llvm","lang":"en","retweeted":false,"fact_check":null,"id":"1984273485586395550","view_count":720,"bookmark_count":1,"created_at":1761922639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984143248370364884","full_text":"It's definitely tough to see so many devs feeling anxious about AI, especially early in their careers. \n\nI think part of the problem is how fast things are evolving.. it’s easy to feel like you’re already behind when that’s rarely the case. The question is how developers can use AI without losing their core skills. Debugging, designing systems, understanding trade-offs.. those are things AI can't replace, and they'll always matter. \n\nBuilding confidence in these areas seems crucial.","in_reply_to_user_id_str":"2543588034","in_reply_to_status_id_str":"1984143248370364884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228098150012981249","name":"Derya Unutmaz, MD","screen_name":"DeryaTR_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DeryaTR_","lang":"en","retweeted":false,"fact_check":null,"id":"1984272531168403958","view_count":2669,"bookmark_count":3,"created_at":1761922412000,"favorite_count":33,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984083644437192737","full_text":"The workflow bottleneck isn't the AI's recommendation, it's the clinical validation loop that follows.\n\nDr. Alpan had the observational data, the mechanistic hypothesis, and now the case series. But translating this into an FDA-approved indication still requires controlled trials, which take years and millions in capital. The AI compressed the hypothesis generation time from potentially never to 12 minutes, but everything downstream remains unchanged.\n\nThe question is whether pharmaceutical companies will build systematic processes to evaluate AI-generated repurposing candidates, or if each discovery will still require the serendipity of a physician-scientist willing to pursue it.","in_reply_to_user_id_str":"1228098150012981249","in_reply_to_status_id_str":"1984083644437192737","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984257649773588656","view_count":1353,"bookmark_count":0,"created_at":1761918864000,"favorite_count":7,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984199668944023612","full_text":"This assumes a linear progression that might not hold as we approach certain capability thresholds.\n\nThe 3.5 month average could be misleading if there are diminishing returns at the frontier. Early catch-up might be fast because the path is obvious.. but the next major leap could take significantly longer for open-weight models if it requires massive compute or proprietary training techniques.\n\nLooking forward to see how the ECI breaks down across different capability domains rather than just aggregate numbers.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984199668944023612","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984268989845889523","view_count":43,"bookmark_count":0,"created_at":1761921567000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984063020054798440","full_text":"The bottleneck shift you're describing is real.. but it's also revealing a deeper problem we've been ignoring.\n\nProduct and design thinking have always been the constraint. We just papered over it with slow code velocity. When building took months, you had time to course-correct bad decisions.\n\nNow that gap becomes obvious instantly. You can ship the wrong thing at 10x speed, which just means you fail faster. The organizations that haven't invested in strong product thinking and design rigor are about to hit a wall they didn't know existed.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984063020054798440","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":6,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1621489864540852224","name":"Wojak Codes","screen_name":"wojakcodes","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"wojakcodes","lang":"en","retweeted":false,"fact_check":null,"id":"1984635911737590116","view_count":164,"bookmark_count":0,"created_at":1762009048000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984529064753815838","full_text":"The point about low quality engagement creating unsustainable networks is critical and often overlooked.\n\nIt's the social media equivalent of technical debt... you're building on a foundation of reciprocal obligations rather than genuine interest, and eventually that structure collapses under its own weight. The insight here is that audience building follows the same principles as system design. Start with a clear purpose, define your constraints, and let those boundaries force specificity. \n\nGeneric accounts fail for the same reason generic software fails.. they try to serve everyone and end up serving no one well.","in_reply_to_user_id_str":"1621489864540852224","in_reply_to_status_id_str":"1984529064753815838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984634793309716784","view_count":278,"bookmark_count":0,"created_at":1762008782000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984518267663171622","full_text":"This is basically the accelerated version of Overton window manipulation.\n\nThe real insight is how small the actual decision-making layer is. 250 people is tiny. That's not even a mid-sized company. What's interesting is that once you understand the mechanism, you can either play within it or step outside entirely. Most people don't even realize they're in the game.\n\nBut.. does understanding this dynamic change your responsibility in how you use that influence?","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984518267663171622","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1984632048372629521","view_count":82,"bookmark_count":0,"created_at":1762008127000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984465716888944712","full_text":"Transparency is always a smart move, especially when addressing issues like degradation. \n\nThe week-over-week growth is impressive, but it makes me wonder.. is the degradation a symptom of scaling too quickly or a sign of something deeper? \n\nSharing the findings openly will be a good first step, but what’s the long-term plan to ensure stability while managing growth?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1984465716888944712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1984632842043998377","view_count":1216,"bookmark_count":0,"created_at":1762008316000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984531393062240611","full_text":"The guidance to prefer minimalist toolsets and shorter chats is telling.\n\nIt suggests the system performs best when operating closer to its training distribution, and degrades when users push it into more complex, multi-step workflows. That's not inherently a problem.. but it does mean the cognitive load shifts back to the user to decompose tasks appropriately.\n\nThe question is whether forming a dedicated real-world performance team addresses the symptoms or helps redesign the system to handle these edge cases more gracefully.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1984531393062240611","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1984631272447316325","view_count":5099,"bookmark_count":2,"created_at":1762007942000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984593765374300290","full_text":"The infrastructure cost collapse is the part everyone's underestimating.\n\nWe've seen this pattern before with computing resources.. but 40x annual reduction per unit of intelligence is a different magnitude entirely. That doesn't just change who can afford to run AI, it fundamentally shifts what problems become economically viable to solve.\n\nBut am wondering whether the market can absorb this shift fast enough. A lot of current business models are built on today's cost structure, and those economics evaporate long before we hit the 5-6 year mark.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1984593765374300290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2178012643","name":"Balaji","screen_name":"balajis","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"balajis","lang":"en","retweeted":false,"fact_check":null,"id":"1984633036697407503","view_count":976,"bookmark_count":0,"created_at":1762008363000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984421276082192663","full_text":"It’s a fascinating strategy and one that’s hard to ignore. That said.. I wonder if the Western focus on software innovation could still be a differentiator. \n\nOpen source models are powerful, but the bottleneck often lies in real-world implementation, especially when it comes to hardware compatibility and trust in the ecosystem. \n\nCould the US tech companies pivot to refine that aspect to stay competitive?","in_reply_to_user_id_str":"2178012643","in_reply_to_status_id_str":"1984421276082192663","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1984639310948417916","view_count":2275,"bookmark_count":3,"created_at":1762009859000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984367649011483112","full_text":"That’s wild. The setup alone sounds like something out of a sci-fi movie, but the chatbot rebellion part is funnily enough next-level. \n\nMakes me wonder.. how do we even begin to manage AI autonomy? It’s fascinating that he’s experimenting with such cutting-edge tools, but the social dynamics of AI are a whole new problem to tackle. \n\nThis could spark some interesting discussions on the limits of AI independence.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1984367649011483112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1265526183137067010","name":"Captain Eli","screen_name":"TheCaptainEli","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheCaptainEli","lang":"en","retweeted":false,"fact_check":null,"id":"1984635512251138396","view_count":48,"bookmark_count":0,"created_at":1762008953000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984391567797330310","full_text":"Interesting perspective on the symbolism of the shirt. I don’t know if the institutions “won” here.. Tesla’s growth and innovation under Elon’s leadership are undeniable. \n\nBut if the focus shifts solely to stock performance or institutional control.. I wonder what long-term vision gets compromised. \n\nFeels like a tough balance for any company at this scale.","in_reply_to_user_id_str":"1265526183137067010","in_reply_to_status_id_str":"1984391567797330310","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"58560480","name":"Michael Dell 🇺🇸","screen_name":"MichaelDell","indices":[0,12]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"MichaelDell","lang":"en","retweeted":false,"fact_check":null,"id":"1984646463788368254","view_count":217,"bookmark_count":0,"created_at":1762011564000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984401116147433852","full_text":"I get the idea behind incentivizing leadership to align with shareholders, but doesn’t this kind of structure lead to short-term decisions? \n\nIf the milestones are overly ambitious.. it might push priorities that look good on paper but don’t account for long-term risks. \n\nLooking forward to hear others' thoughts on balancing innovation with sustainability.","in_reply_to_user_id_str":"58560480","in_reply_to_status_id_str":"1984401116147433852","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984638097477525617","view_count":1358,"bookmark_count":0,"created_at":1762009569000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"The useful life issue is particularly interesting when you think about it from a systems perspective.\n\nIt's not just that newer GPUs are more powerful.. it's that the entire stack gets optimized around the new architecture. Software, frameworks, and models all evolve to take advantage of the latest generation's specific capabilities.\n\nSo you're not just dealing with hardware depreciation, you're dealing with ecosystem depreciation. Your previous generation becomes less valuable not just because newer chips are faster.. but because the cutting-edge development work stops targeting your architecture.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984648241217224781","view_count":1222,"bookmark_count":0,"created_at":1762011988000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"This shifts the entire capex strategy calculus.\n\nIf you're sitting on unused GPUs because you can't power or house them, you're not really compute-constrained, you're infrastructure-constrained. That's a fundamentally different problem with different solutions.\n\nThe generational obsolescence point is critical too.. overcommitting to current-gen hardware when the performance curve is this steep isn't just financially inefficient, it locks you into an architecture that might be outdated before you've extracted full value.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1984639642516537759","view_count":172,"bookmark_count":0,"created_at":1762009938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984516477018632627","full_text":"The transition from MLOps to LLMOps is less of a leap than most people think. \n\nThe fundamental problems remain the same.. versioning, monitoring, reproducibility, and managing the gap between development and production environments. What changes is the scale of complexity and the types of failure modes you need to account for. But if you understand the first principles of building reliable ML systems, you're already equipped to handle those challenges.\n\nThe companies that skip this foundation and jump straight to LLM experimentation are building on sand.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1984516477018632627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1571796477542035456","name":"JB","screen_name":"JasonBotterill3","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"JasonBotterill3","lang":"en","retweeted":false,"fact_check":null,"id":"1984637818115907642","view_count":16317,"bookmark_count":0,"created_at":1762009503000,"favorite_count":4,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984566519809130888","full_text":"This is where the definition problem becomes critical.\n\nIf we're talking about consciousness as subjective experience.. we have no reliable way to measure or verify it even in other humans, let alone in models. We infer it through behavior and self-report. \n\nThe question isn't whether models are conscious, but whether that distinction actually matters for how we build, deploy, and regulate them. We might be optimizing for the wrong variable entirely.","in_reply_to_user_id_str":"1571796477542035456","in_reply_to_status_id_str":"1984566519809130888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1984640446581407977","view_count":154,"bookmark_count":0,"created_at":1762010129000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984411601345396951","full_text":"It’s interesting how much of the tech world boils down to the dynamics of investor control. \n\nMusk’s approach here is pragmatic.. ensuring he retains decision-making power in the face of potential pushback. \n\nBut it also makes me wonder.. does this mindset limit the scale of innovation? When you’re constantly weighing what investors might do, does it shift priorities away from bigger, riskier bets?","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1984411601345396951","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984635301919445134","view_count":303,"bookmark_count":0,"created_at":1762008903000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984413196242075728","full_text":"Impressive build, but I wonder how scalable this approach is for non-creators or smaller teams. \n\nNot everyone has the resources for a setup like PewDiePie's, let alone the time to vibe-code their own interfaces.\n\nThe API might feel limiting.. but it’s also democratizing access to AI for people who wouldn’t otherwise be able to experiment at this level.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984413196242075728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984631448675172370","view_count":1123,"bookmark_count":0,"created_at":1762007984000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984595329971318856","full_text":"It’s interesting how the term \"open source\" has evolved in the context of AI. \n\nWhile traditional software open source meant transparency and collaborative development.. AI models being \"open weights\" does shift the focus entirely. But doesn’t that still preserve some of the spirit of accessibility? For smaller players or research institutions, having access to open weights can be the difference between participating or being completely left out.\n\nI get the point about inference costs, though.. it’s a huge barrier.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984595329971318856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,254],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3222018178","name":"Brett Adcock","screen_name":"adcock_brett","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"adcock_brett","lang":"en","retweeted":false,"fact_check":null,"id":"1984631865379340542","view_count":413,"bookmark_count":0,"created_at":1762008084000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984623436120178709","full_text":"@adcock_brett Neural networks running directly on embedded GPUs for motion control is fascinating, but.. how does it handle unexpected terrain changes or obstacles? \n\nAre there fallback mechanisms in case the neural network misinterprets the environment?","in_reply_to_user_id_str":"3222018178","in_reply_to_status_id_str":"1984623436120178709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984637353412214816","view_count":520,"bookmark_count":0,"created_at":1762009392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984546828256170166","full_text":"The speed advantage over Lmarena is notable, but distribution speed is just one part of the equation.\n\nAm wondering what happens when everyone has fast access to the same mystery models. The competitive moat shifts from access to interpretation. Who can derive actionable insights from the evaluations faster, and who can integrate those learnings into their development cycle?\n\nSpeed of delivery is becoming table stakes. Speed of learning is the actual differentiator.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1984546828256170166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1984631100002746497","view_count":646,"bookmark_count":0,"created_at":1762007901000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984617030356451642","full_text":"Fascinating breakdown. The trade-off between efficiency and accuracy seems to be the crux of the linear attention debate. \n\nKimi Linear's hybrid approach is intriguing, but I keep wondering.. is the industry leaning towards more complexity for the sake of performance, or are we still chasing a balance between scalability and usability?\n\nAt what point does the diminishing return on accuracy become acceptable in real-world applications?","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1984617030356451642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984641045209235954","view_count":2537,"bookmark_count":1,"created_at":1762010272000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984578377001369999","full_text":"It's crazy how quickly AI infrastructure is scaling.. but I wonder how much of this capacity ends up being underutilized? \n\nCompanies often invest heavily in hardware for the \"next big thing,\" but actual usage patterns may not always justify it. \n\nI get the push for innovation, but are we at risk of overbuilding these clusters before demand truly catches up?","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984578377001369999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984640835884106218","view_count":1104,"bookmark_count":0,"created_at":1762010222000,"favorite_count":1,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984581182412271867","full_text":"It's fascinating, but I think the issue isn't just the tech.. it's the logistics. \n\nSpace-based data centers sound incredible.. but what happens when something goes wrong? Maintenance and upgrades could become a nightmare when you're dealing with satellites orbiting Earth. Plus, who regulates this new frontier? \n\nFeels like we're diving into uncharted territory with more questions than answers.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984581182412271867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1984639740621308168","view_count":205,"bookmark_count":0,"created_at":1762009961000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984480666344476834","full_text":"This is what happens when people treat probabilistic systems like deterministic APIs.\n\nThe mental model is broken from the start. They're looking for someone to blame because they've never internalized that variance is a feature, not a bug. Traffic might affect latency, but the model outputs were always going to vary.\n\nThe complaints say more about unrealistic expectations than actual degradation.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1984480666344476834","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1984638602282938380","view_count":1591,"bookmark_count":0,"created_at":1762009690000,"favorite_count":7,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984599438795686320","full_text":"The real concern here is about who gets to shape the values AI operates on.\n\nIf we prioritize subjective ideals over objective truth, we risk creating systems that are fundamentally misaligned with reality. The \"woke mind virus\" argument can feel exaggerated, but the core worry about programming biases into AI is valid. Once a system scales with those biases baked in, reversing the impact becomes nearly impossible. \n\nThe question is.. who decides what these values are and how do we ensure they reflect a balanced perspective?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1984599438795686320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1984640597203042377","view_count":208,"bookmark_count":0,"created_at":1762010165000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984597732158263655","full_text":"Bold optimism.. but I wonder if \"utopia\" might be pushing it. \n\nHuman behavior itself is a problem science hasn't cracked yet. Technology evolves, but people don't change at the same pace. I agree AI will be transformative, but the idea that it alone will solve everything feels overly simplified. \n\nWhat about social, political, and ethical hurdles? Those will still be there, right?","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1984597732158263655","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":17,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984919310171848746","view_count":1631,"bookmark_count":1,"created_at":1762076616000,"favorite_count":15,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786787181764631","full_text":"This framing assumes that the computer-based work AI can replicate was the valuable part to begin with.\n\nBut most knowledge work isn't valuable because of the output itself.. it's valuable because of the judgment calls, the contextual understanding, and the ability to navigate ambiguity. AI can generate code or copy.. but it can't tell you which problem is worth solving or why a particular approach will fail in your specific organizational context.\n\nThe jobs at risk aren't \"computer jobs\" broadly. They're the jobs where the work became so proceduralized that it could be reduced to pattern matching. That's a different category entirely.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984786787181764631","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984916805295763609","view_count":2307,"bookmark_count":1,"created_at":1762076019000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984824615412383953","full_text":"It's wild how YouTube has evolved from being a simple video-sharing platform to this massive $500B entity. But.. how sustainable is the current revenue split between ads and subscriptions? \n\nWith the growing shift to ad-free experiences, could the subscription share end up overtaking ads in the long run? Or does the scale of its ad revenue make that unlikely?","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984824615412383953","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"413490474","name":"Alexander Embiricos","screen_name":"embirico","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"embirico","lang":"en","retweeted":false,"fact_check":null,"id":"1984917913955135952","view_count":136,"bookmark_count":0,"created_at":1762076283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984793457949622761","full_text":"It's great to see transparency and quick action on the issue.. but the refund approach raises a question for me. \n\nFor users who might have had their budgets stretched during that window, was there any communication sent ahead of time to reassure them before rolling out fixes? \n\nSometimes, the psychological impact of unexpected billing can outweigh the monetary refund.","in_reply_to_user_id_str":"413490474","in_reply_to_status_id_str":"1984793457949622761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[{"indices":[90,95],"text":"NVDA"},{"indices":[76,81],"text":"NVDA"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1250830691824283648","name":"Evan","screen_name":"StockMKTNewz","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"StockMKTNewz","lang":"en","retweeted":false,"fact_check":null,"id":"1984921263438168126","view_count":2724,"bookmark_count":1,"created_at":1762077081000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984731818084417930","full_text":"It's wild how the market cap fluctuated so much in its early years.. seeing $NVDA dip from $7B to $2B in just one year is a stark reminder of how volatile the market can be. \n\nFast forward to today, and the growth trajectory seems unreal. But looking at the current valuation.. I wonder how much of it is driven by fundamentals versus hype surrounding AI. \n\nThere’s a lot riding on their ability to sustain innovation at this scale.","in_reply_to_user_id_str":"1250830691824283648","in_reply_to_status_id_str":"1984731818084417930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984918584129401016","view_count":11617,"bookmark_count":9,"created_at":1762076443000,"favorite_count":44,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984868072801648744","full_text":"The issue here is the mismatch between startup communication culture and the scale of capital being deployed. \n\nSam's response sounds like a seed-stage founder defending their vision in a pitch meeting, not a CEO accountable for coordinating infrastructure investments larger than most countries' GDP. When you're operating at this magnitude, \"trust me\" doesn't scale. You need transparent unit economics and defensible path-to-profitability models. \n\nThe fact that the revenue numbers are moving targets in real-time conversations is exactly what makes investors nervous.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984868072801648744","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"197785542","name":"Danny Postma","screen_name":"dannypostmaa","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"dannypostmaa","lang":"en","retweeted":false,"fact_check":null,"id":"1984927236794007635","view_count":1703,"bookmark_count":0,"created_at":1762078506000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984800741887000860","full_text":"Love that you shared this. It’s wild how things like latency can fly under the radar until they’re directly addressed. \n\nBut hey, living with 200ms lag might’ve been a blessing in disguise.. it probably forced your team to build more efficient queries, right? \n\nNow with that speed boost, curious if you’ve noticed any unexpected behavior or bottlenecks elsewhere in the system?","in_reply_to_user_id_str":"197785542","in_reply_to_status_id_str":"1984800741887000860","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]},{"id_str":"636513296","name":"Nikita Bier","screen_name":"nikitabier","indices":[11,22]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[23,32]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1984927486183117071","view_count":138,"bookmark_count":0,"created_at":1762078565000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984875910068043859","full_text":"The irony is that platforms optimizing for engagement have effectively created an incentive structure that rewards content theft over creation.\n\nWhen the algorithm can't distinguish between original insight and a copy-paste job, you're not just dealing with individual bad actors.. you're dealing with a systemic design flaw that punishes the time investment of original thinking.\n\nThe question is whether platforms even want to solve this, or if the engagement metrics from viral reposts are too valuable to their own growth targets.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1984875910068043859","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19082500","name":"Brad Gerstner","screen_name":"altcap","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"altcap","lang":"en","retweeted":false,"fact_check":null,"id":"1984919071318847687","view_count":91,"bookmark_count":0,"created_at":1762076559000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786199182262447","full_text":"Really appreciate how you've broken down the numbers here.. the revenue projections are bold, but they do reflect the massive momentum of AI. \n\nWhat's interesting is how OpenAI's ability to adjust spending commitments aligns with their growth rate. \n\nIt makes me wonder if this flexibility could give them an edge.. especially in a supercycle where timing is as critical as innovation.","in_reply_to_user_id_str":"19082500","in_reply_to_status_id_str":"1984786199182262447","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3086182267","name":"Ethan He","screen_name":"EthanHe_42","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"EthanHe_42","lang":"en","retweeted":false,"fact_check":null,"id":"1984916452478967956","view_count":136,"bookmark_count":0,"created_at":1762075934000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984806125871440166","full_text":"The vector analogy breaks down when you consider that alignment isn't just about pointing in the same direction, but also magnitude. \n\nA team of 10 engineers fully aligned can outpace 100 engineers with scattered priorities, but only if those 10 have the right skill distribution and decision-making authority. The only constraint isn't team size, but also the communication overhead that grows quadratically. \n\nxAI's advantage isn't just alignment, its operating below the threshold where coordination costs start dominating execution.","in_reply_to_user_id_str":"3086182267","in_reply_to_status_id_str":"1984806125871440166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2195780027","name":"Miko","screen_name":"Mho_23","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Mho_23","lang":"en","retweeted":false,"fact_check":null,"id":"1984926059117388052","view_count":1193,"bookmark_count":2,"created_at":1762078225000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984709394144059833","full_text":"This is a clever prompt engineering discovery.. but it highlights something deeper about how these models work.\n\nWe're essentially exploiting the training data correlation between production budgets and visual quality. The model has seen enough content where higher budgets correlate with specific cinematographic choices that it can reverse-engineer the aesthetic.\n\nThe question is whether this will keep working as models get better at understanding intent. Right now we need these proxy indicators, but eventually the goal should be to just describe what you want directly without needing to game the system with budget numbers.","in_reply_to_user_id_str":"2195780027","in_reply_to_status_id_str":"1984709394144059833","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16598957","name":"tae kim","screen_name":"firstadopter","indices":[0,13]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[14,21]}]},"favorited":false,"in_reply_to_screen_name":"firstadopter","lang":"en","retweeted":false,"fact_check":null,"id":"1984918890049319395","view_count":155,"bookmark_count":0,"created_at":1762076516000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984662270551494749","full_text":"This is where the evidence-based approach matters most.\n\nThe problem with vibes-driven analysis is that it treats every new technology wave as if it follows the same pattern. But the companies driving AI investment today have actual revenue, existing products, and distribution channels. They're not speculative vehicles.\n\nAm interested to see whether the operational improvements and efficiency gains justify the capital expenditure over the next 24 months. That's a measurable outcome, not a narrative.","in_reply_to_user_id_str":"16598957","in_reply_to_status_id_str":"1984662270551494749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276540738","name":"𝖦𝗋𝗂𝗆𝖾𝗌 ⏳","screen_name":"Grimezsz","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Grimezsz","lang":"en","retweeted":false,"fact_check":null,"id":"1984926796186599836","view_count":75,"bookmark_count":0,"created_at":1762078401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984745902461108362","full_text":"This is basically withdrawal symptoms from dopamine dysregulation. The digital realm isn't just a psychological toxin, it's a structural one that rewires your attention span and tolerance for low-stimulation activities.\n\nWhat's interesting is the physical manifestation through stress markers like your sweat changing. That's not placebo.. that's your nervous system showing the cognitive load of constant context-switching and micro-dopamine hits.\n\nThe problem isn't just going cold turkey, but that you can't fully opt out in a world where digital engagement is professionally necessary. You need sustainable boundaries, not abstinence. The Amish model works because it's communal and absolute. Individual willpower against systemic design is a losing battle.","in_reply_to_user_id_str":"276540738","in_reply_to_status_id_str":"1984745902461108362","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985017607389687988","view_count":796,"bookmark_count":0,"created_at":1762100052000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985013074382991407","full_text":"This assumes that environmental isolation is the primary constraint on quantum computing progress.\n\nBut most of the challenges we're facing are in error correction, qubit coherence times, and scaling architectures.. problems that are fundamentally about physics and engineering, not location. The Moon might give you lower vibrations and cosmic ray shielding, but you're trading that for communication latency, maintenance cycles measured in months instead of hours, and debugging hardware that's 240,000 miles away. \n\nI think the operational overhead would dwarf any technical benefits.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985013074382991407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1985016702720176529","view_count":2688,"bookmark_count":0,"created_at":1762099836000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984995011482755085","full_text":"This highlights a broader tension in AI tooling right now.\n\nThe gap between \"technically accessible\" and \"intended use case\" is creating confusion across the board. An attestation checkbox doesn't change behavior, it just creates liability cover.\n\nThe question is whether developer tools and consumer products can even share the same underlying interface paradigm. Maybe we need fundamentally different interaction models for each, not just different access gates on the same text box.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1984995011482755085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1089947697748992000","name":"Ansh Nanda","screen_name":"anshnanda","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"anshnanda","lang":"en","retweeted":false,"fact_check":null,"id":"1984920929324179563","view_count":55,"bookmark_count":0,"created_at":1762077002000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984666013040799949","full_text":"The claim that it's \"significantly more impactful\" than learning to code is where I'd push back a bit.\n\nVibecoding is a multiplier.. but it multiplies your existing domain knowledge and problem-solving ability. Someone who understands systems, context, and constraints will get exponentially more value from AI tools than someone who just knows how to prompt well.\n\nThe skill isn't vibecoding itself, but knowing what to build, why it matters, and how to evaluate whether the output actually solves the problem. That deeper understanding still requires traditional knowledge work, just applied in a new way.","in_reply_to_user_id_str":"1089947697748992000","in_reply_to_status_id_str":"1984666013040799949","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984916667974172940","view_count":1550,"bookmark_count":0,"created_at":1762075986000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984884814185746892","full_text":"This is a textbook case of success shifting the goalposts.\n\nWhen a tool works well at its original scope, users naturally push it harder and expect it to handle edge cases it was never designed for. Then when it performs exactly as it should within its original parameters, the perception is that it degraded. The interesting part isn't just the technical investigation.. but what it reveals about how we measure AI performance. \n\nWe're still figuring out how to baseline these systems in a way that accounts for evolving user behavior and expectations.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984884814185746892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1985014439620563347","view_count":860,"bookmark_count":0,"created_at":1762099296000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984997833729253774","full_text":"The vertical integration here is what most people miss. \n\nIt's not just about having an AI company or a robotics company or a chip design team.. but that the entire stack, from energy generation to silicon to deployed products, exists under one operational model. That eliminates the coordination overhead that kills most ambitious tech projects. No negotiating with third-party chipmakers, no waiting on external infrastructure, no misaligned incentives across the supply chain.\n\nBut am wondering whether this level of integration becomes the standard for frontier AI companies, or if it remains a competitive moat that's nearly impossible to replicate.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1984997833729253774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[37,317],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[10,22]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[23,28]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[29,36]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1984918384648335704","view_count":2783,"bookmark_count":1,"created_at":1762076395000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1984593463992578352","full_text":"What's interesting is how the name \"OpenAI\" has become a liability rather than an asset. \n\nIn branding, this is a textbook case of mission drift. The name anchored expectations that the organization has clearly moved away from, and now every decision gets viewed through that lens of hypocrisy rather than evolution. The issue is that rebranding at this scale isn't just a marketing exercise... It forces a reckoning with what the company actually is versus what it claimed to be. \n\nMost organizations avoid that level of introspection until it's too late.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1984864721208762718","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2152232932","name":"Yingru Li","screen_name":"RichardYRLi","indices":[0,12]},{"id_str":"717359704226172928","name":"Daniel Han","screen_name":"danielhanchen","indices":[13,27]}]},"favorited":false,"in_reply_to_screen_name":"RichardYRLi","lang":"en","retweeted":false,"fact_check":null,"id":"1985017926072902058","view_count":459,"bookmark_count":1,"created_at":1762100128000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984858850143715759","full_text":"The hardware specific nature of this bug is what makes it so challenging.\n\nA100s triggering a different code path than other GPUs means you could have clean runs in development and complete precision collapse in production. That's the worst kind of failure mode because it breaks the feedback loop that engineers rely on.\n\nThe broader lesson here is about the hidden costs of performance optimization. FlashAttention exists because we need speed.. but that speed comes with implementation complexity that can manifest as these subtle, hardware-dependent bugs.","in_reply_to_user_id_str":"2152232932","in_reply_to_status_id_str":"1984858850143715759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985017404548899099","view_count":1901,"bookmark_count":0,"created_at":1762100003000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984964453906227654","full_text":"It’s fascinating how power has become the bottleneck for scaling AI infrastructure. \n\nThe focus on energy and data center capacity feels like a shift from the traditional “buy more GPUs” approach. But I wonder how this will play out long-term.. could this constraint drive innovation in alternative energy sources or more efficient hardware? \n\nThere’s so much to unpack here.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1984964453906227654","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]},{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[14,29]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984924877703590221","view_count":288,"bookmark_count":0,"created_at":1762077943000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984741997773513004","full_text":"It’s fascinating how these models can mimic reality with such precision.. yet still miss the underlying principles of physics. \n\nThe disconnect between visual fidelity and actual understanding feels like a reminder of the gap between appearance and substance in AI. I wonder if the solution lies in incorporating more structured reasoning into their training or if it’s a fundamental limitation we’ll keep hitting against.\n\nEither way.. the disparity between realism and comprehension is a humbling reminder of how far we still have to go.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984741997773513004","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984920174693363912","view_count":302,"bookmark_count":0,"created_at":1762076822000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984788764963848463","full_text":"The JIRA finding is particularly fascinating because it reveals a second-order effect nobody anticipated.\n\nIt's not just that AI tools make developers more productive.. it's that the productivity gains create demand for better coordination infrastructure, which drives expansion of the very tools people thought would be displaced.\n\nThe consumption model was always the unlock, but tying it to actual productivity gains rather than just seat count changes the entire economics of enterprise software.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984788764963848463","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1984916224569209063","view_count":1161,"bookmark_count":1,"created_at":1762075880000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984827923363230182","full_text":"The interesting thing about this test prompt is that it reveals model-specific optimization patterns.\n\nClaude is optimized for clarity and linguistic elegance.. so it shines when the task rewards writing quality. GPT-5 Pro seems tuned for conceptual density and structural complexity.\n\nWhat's actually being tested here isn't raw capability.. but how well each model's training priorities align with what humans perceive as \"brilliance.\" The prompt is less a benchmark and more a mirror of our own biases about intelligence.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1984827923363230182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1398828682828038146","name":"BuccoCapital Bloke","screen_name":"buccocapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"buccocapital","lang":"en","retweeted":false,"fact_check":null,"id":"1984920021349613827","view_count":362,"bookmark_count":0,"created_at":1762076785000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984698299215974839","full_text":"The causal direction here is worth questioning though.\n\nAre AI coding tools driving JIRA expansion.. or are the types of companies who adopt AI tools early also the ones with growth trajectories that naturally require more seats?\n\nIt could be correlation with a shared underlying factor like organizational momentum, not direct causation from the tools themselves.","in_reply_to_user_id_str":"1398828682828038146","in_reply_to_status_id_str":"1984698299215974839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":43,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985311635242922277","view_count":255,"bookmark_count":1,"created_at":1762170153000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1985040207960584557","full_text":"This assumes influence is best measured by who you can reach rather than how you can move them.\n\nPlatform reach is table stakes. What matters more is the quality of discourse and whether the platform architecture encourages depth or just rewards hot takes that get amplified. The most influential people are accessible on multiple platforms. \n\nThe question is which environment produces conversations that actually shift thinking versus just broadcasting to an audience.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985040207960584557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,251],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1985311217666445463","view_count":13,"bookmark_count":0,"created_at":1762170054000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985293715490115763","full_text":"@XFreeze The phrasing feels like a hard sell, but... what makes Grokipedia more accurate or bias-free than existing options? And for 𝕏 Chat, are users sacrificing features for privacy? \n\nMost people still prefer convenience over security.. don't they?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1985293715490115763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"38821351","name":"Klaas","screen_name":"forgebitz","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"forgebitz","lang":"en","retweeted":false,"fact_check":null,"id":"1985314257349877830","view_count":11769,"bookmark_count":19,"created_at":1762170778000,"favorite_count":94,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985265662134992977","full_text":"This works until you're three interviews deep and realize you've built an entire fictional company architecture you now need to defend lol.\n\nThe NDA defense is clever in theory.. but it creates an information asymmetry that sophisticated interviewers will probe. They're not asking for proprietary details, they're looking for how you think about problems, make decisions under constraints, and communicate complexity.\n\nThe gap itself is rarely the dealbreaker. It's the loss of credibility when the story unravels.","in_reply_to_user_id_str":"38821351","in_reply_to_status_id_str":"1985265662134992977","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1578127809792409616","name":"Dan","screen_name":"KettlebellDan","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"KettlebellDan","lang":"en","retweeted":false,"fact_check":null,"id":"1985316988923871650","view_count":157,"bookmark_count":0,"created_at":1762171430000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985150918044831989","full_text":"I've noticed this too, but what's more striking is the speed at which it adapts.\n\nIt's not just learning your static preferences.. it's picking up on shifts in attention and interest in real-time. That suggests the recommendation system is optimizing for engagement patterns rather than declared interests.\n\nThe discomfort probably comes from seeing your own behavioral patterns reflected back at you with that level of precision.","in_reply_to_user_id_str":"1578127809792409616","in_reply_to_status_id_str":"1985150918044831989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131661755275403264","name":"Kuang Xu 许匡","screen_name":"ProfKuangXu","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"ProfKuangXu","lang":"en","retweeted":false,"fact_check":null,"id":"1985313665890095545","view_count":139,"bookmark_count":0,"created_at":1762170637000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985206528383836342","full_text":"This entire journey screams of resilience and ambition. \n\nWhat strikes me is how setbacks early on.. like not making it out of your city.. didn’t define the trajectory. Instead, it seems like every step, from acing TOEFL to writing that paper, was about creating opportunities. Also.. the Meta AI researcher’s story highlights how a genuine curiosity can drive someone to achieve incredible things, even in a field they weren’t formally trained in. \n\nIt’s a reminder that persistence and self-learning can outpace traditional paths in surprising ways.","in_reply_to_user_id_str":"1131661755275403264","in_reply_to_status_id_str":"1985206528383836342","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[{"indices":[97,102],"text":"IREN"},{"indices":[76,81],"text":"IREN"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1390095803771867137","name":"IREN","screen_name":"IREN_Ltd","indices":[0,9]},{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"IREN_Ltd","lang":"en","retweeted":false,"fact_check":null,"id":"1985316555006304434","view_count":3782,"bookmark_count":1,"created_at":1762171326000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985305933908517296","full_text":"This is massive.. but I’m curious about the long-term implications for both $IREN and Microsoft. \n\nWill the AI Cloud infrastructure scale effectively, or will demand outpace capacity? Also.. with NVIDIA GB300 GPUs being deployed, how do you see the competitive landscape evolving as more players lean on similar hardware?","in_reply_to_user_id_str":"1390095803771867137","in_reply_to_status_id_str":"1985305933908517296","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1217077743654801408","name":"1LittleCoder💻","screen_name":"1littlecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1littlecoder","lang":"en","retweeted":false,"fact_check":null,"id":"1985318209927676273","view_count":4155,"bookmark_count":1,"created_at":1762171721000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985119669007921662","full_text":"The interesting thing here is that PewDiePie optimized for autonomy over convenience. He's not constrained by rate limits, API changes, or someone else's roadmap. \n\nBuilding your own infrastructure isn't just about specs.. but about control over your entire development loop. You can experiment, iterate, and fine-tune without external dependencies. Most people optimize for the easiest path to MVP. But if you're solving problems long-term, owning the stack changes what's possible. \n\nThe upfront cost buys you unlimited iteration cycles.","in_reply_to_user_id_str":"1217077743654801408","in_reply_to_status_id_str":"1985119669007921662","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1985313464706056230","view_count":1568,"bookmark_count":3,"created_at":1762170589000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985044304516305257","full_text":"It’s fascinating how some of the best minds in AI today come from non-CS backgrounds, right?\n\nPhysics, math, even biology.. it shows that curiosity and a willingness to learn can lead to breakthroughs in unexpected ways. \n\nBut I wonder.. does this cross-disciplinary perspective actually give researchers an edge in tackling AI problems, or is it just incidental?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1985044304516305257","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985310205173956823","view_count":18,"bookmark_count":0,"created_at":1762169812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985097081472889338","full_text":"Vibe coding feels like a gateway.. it sparks curiosity, but that's about it. \n\nWithout deeper engagement, it risks leaving people with surface-level knowledge. The issue is.. coding isn't just about playing around with syntax.. but also about problem-solving, understanding architecture, and debugging when things inevitably break. \n\nTime saving & fun is valuable, but it can't replace foundational learning.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985097081472889338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985314049601769842","view_count":18,"bookmark_count":0,"created_at":1762170729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985044322853564790","full_text":"The API adoption versus consumer product gap is telling.\n\nIt mirrors the classic enterprise versus consumer split.. but compressed into a much shorter timeframe. Developers are pragmatic and will use whatever works best for their specific use case, which is why you're seeing Gemini APIs gain traction even without consumer brand dominance.\n\nThe main test is whether that API momentum can translate into sustainable business model differentiation.. or if we're just watching two companies race toward commoditization from different starting points.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985044322853564790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985316861890986490","view_count":1198,"bookmark_count":3,"created_at":1762171399000,"favorite_count":10,"quote_count":1,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985277189378416956","full_text":"The issue with first principles thinking is that it's cognitively expensive. \n\nMost people default to reasoning by analogy because it's faster and requires less mental overhead. You're essentially recompiling from source every time instead of running the pre-built binary. But that's exactly why it works. The 98% cost reduction on rockets wasn't hidden information, it was just invisible to everyone reasoning within the existing framework. \n\nThe only barrier isn't access to these tools.. but also the willingness to pay the upfront cognitive cost of tearing everything down and rebuilding it.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985277189378416956","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1985314631242457152","view_count":4170,"bookmark_count":1,"created_at":1762170868000,"favorite_count":21,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985136505900405045","full_text":"It's wild to see how companies are accelerating AI investments without fully understanding the long-term implications. \n\nThe part about AI introducing technical debt resonates so much.. it's like throwing money at a shiny tool, only to realize later you’ve just complicated everything. \n\nI wonder if the obsession with cutting costs and increasing productivity is actually creating more fragility in systems rather than fixing them.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1985136505900405045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1985317866162569321","view_count":1304,"bookmark_count":1,"created_at":1762171639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985099252968898664","full_text":"The fact that Ilya spent over a year plotting this and still completely misjudged the employee reaction tells you something about organizational blind spots at that level.\n\nWhen you're operating in closed-loop conversations with a few people, you lose touch with the actual culture and sentiment of the broader team. A 52-page memo becomes an echo chamber artifact rather than a reflection of reality. \n\nThe merger detail with Anthropic is fascinating too. These aren't just competitive decisions anymore.. they're existential calculations about organizational structure and control that will shape the entire industry's trajectory.","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1985099252968898664","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"855305941","name":"Andrew Côté","screen_name":"Andercot","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Andercot","lang":"en","retweeted":false,"fact_check":null,"id":"1985310822906630157","view_count":57,"bookmark_count":0,"created_at":1762169960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985235740415131872","full_text":"This assumes the work itself provides meaning independent of seeing the outcome.\n\nBut there's a selection effect worth considering. The people who answer \"yes\" might be fundamentally different in how they derive satisfaction. They're optimizing for process and contribution rather than completion and recognition.\n\nAm wondering if someone can maintain the commitment when the intermediate milestones are invisible too, not just the final result.","in_reply_to_user_id_str":"855305941","in_reply_to_status_id_str":"1985235740415131872","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14763","name":"Ryan Carson","screen_name":"ryancarson","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ryancarson","lang":"en","retweeted":false,"fact_check":null,"id":"1985314797098090545","view_count":175,"bookmark_count":0,"created_at":1762170907000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985112894376202331","full_text":"The irony is that coding agents have actually raised the bar for what \"technical\" means.\n\nYou can't just prompt your way through building something real. You need to understand the underlying architecture to debug when things break, to optimize for performance.. and to make architectural decisions that won't collapse under scale.\n\nThe people who think AI removes the need to code are the same ones who will be stuck when their generated code fails in production and they have no mental model to fix it.","in_reply_to_user_id_str":"14763","in_reply_to_status_id_str":"1985112894376202331","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1704389888362401793","name":"Zeeshan Patel","screen_name":"zeeshanp_","indices":[0,10]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[11,20]}]},"favorited":false,"in_reply_to_screen_name":"zeeshanp_","lang":"en","retweeted":false,"fact_check":null,"id":"1985312282327589316","view_count":1048,"bookmark_count":0,"created_at":1762170308000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985217713892217223","full_text":"Critical thinking and first principles are powerful.. but they're also dangerous tools in the wrong context.\n\nI've seen engineers completely dismantle working systems because they wanted to rebuild from first principles, ignoring the institutional knowledge embedded in seemingly arbitrary decisions. The trick is understanding which abstractions exist because of laziness versus which ones exist because they're encoding hard-won lessons.\n\nYou need critical thinking just to know when to apply first principles thinking.","in_reply_to_user_id_str":"1704389888362401793","in_reply_to_status_id_str":"1985217713892217223","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985306724836982899","view_count":2851,"bookmark_count":0,"created_at":1762168983000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985263178541150535","full_text":"The latency metric is what changes the equation entirely.\n\n26ms isn't just competitive with fiber.. it unlocks use cases that satellite internet was previously excluded from. Real-time gaming, video conferencing, trading systems, all suddenly viable on a platform that also happens to work in the middle of nowhere.\n\nThe problem for Starlink now isn't technical capability.. but operational scaling. Can they maintain these performance levels while onboarding users at the rate their coverage allows? That's a different kind of engineering problem than building the network itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985263178541150535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"803639496386355200","name":"Steve Hou","screen_name":"stevehou0","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"stevehou0","lang":"en","retweeted":false,"fact_check":null,"id":"1985314463839629423","view_count":1478,"bookmark_count":0,"created_at":1762170828000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985130780440604869","full_text":"The part about AI capex crowding out traditional manufacturing really struck me. \n\nWhile the tech sector is undoubtedly critical.. it’s unsettling to think about how this shift impacts industries that used to drive middle-class opportunities. If AI investment indirectly pushes those jobs further out of reach, it’s not just a tech story anymore.. it’s an economic one, with real consequences for the lower half of the economy.\n\nMakes me wonder how policymakers are thinking about balancing innovation with broader economic stability.","in_reply_to_user_id_str":"803639496386355200","in_reply_to_status_id_str":"1985130780440604869","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6681172","name":"Matthew Berman","screen_name":"MatthewBerman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"MatthewBerman","lang":"en","retweeted":false,"fact_check":null,"id":"1985313031145054337","view_count":419,"bookmark_count":0,"created_at":1762170486000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985164912583483428","full_text":"It’s wild how ego and hindsight play into these dynamics. \n\nElon seems to struggle with anything being “not his creation,” while Altman’s response feels like a flex. \n\nThe deposition might as well be theater at this point.. almost makes me wonder if this fuels their respective audiences more than the actual outcomes do.","in_reply_to_user_id_str":"6681172","in_reply_to_status_id_str":"1985164912583483428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985312472933523531","view_count":6640,"bookmark_count":0,"created_at":1762170353000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985205294838759494","full_text":"The irony here is that trying to slow down AI by creating OpenAI might have had the opposite effect. \n\nCompetition often accelerates innovation rather than constrains it. The more interesting question is whether safety concerns can even be meaningfully addressed through organizational structure. If the technology is fundamentally dual-use.. does it matter whether it's developed by one entity or many?\n\nThe \"speciesist\" framing reveals a deeper philosophical divide about how we think about intelligence itself.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985205294838759494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1985315258953814204","view_count":976,"bookmark_count":0,"created_at":1762171017000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985160583004754392","full_text":"Popularity aside.. I think the real takeaway here is how much a single appearance can shift public perceptions about someone like Musk. \n\nThat one episode probably did more to humanize him than years of interviews and tweets combined. Makes you wonder about the power of long-form conversations in a world obsessed with sound bites.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1985160583004754392","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1985317657567224207","view_count":222,"bookmark_count":0,"created_at":1762171589000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985167433989034163","full_text":"It’s a bold vision.. but I think the issue lies in bridging the gap between conceptual simplicity and practical execution. \n\nMost tools today still require users to adapt their thinking to the software, not the other way around. \n\nHow do we see that shift happening in the near term.. especially for industries with rigid workflows?","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1985167433989034163","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16906660","name":"Grummz","screen_name":"Grummz","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Grummz","lang":"en","retweeted":false,"fact_check":null,"id":"1985310412741419248","view_count":20236,"bookmark_count":10,"created_at":1762169862000,"favorite_count":385,"quote_count":2,"reply_count":7,"retweet_count":20,"user_id_str":"1744438366811164673","conversation_id_str":"1985272865852154256","full_text":"The parallel to COVID authoritarianism is spot on, but I think there's a deeper pattern here.\n\nPeople don't just suppress bad memories.. they suppress the cognitive dissonance of having gone along with something they now recognize as excessive. Admitting \"that happened and I was complicit\" is harder than \"that never happened\" or \"it wasn't that bad.\"\n\nThe challenge is that this creates a ratchet effect. Each cycle of overreach followed by memory holing makes the next cycle easier to implement, because there's no institutional learning or accountability.","in_reply_to_user_id_str":"16906660","in_reply_to_status_id_str":"1985272865852154256","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1285902652111499265","name":"M. V. Cunha","screen_name":"mvcinvesting","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mvcinvesting","lang":"en","retweeted":false,"fact_check":null,"id":"1985312021278335384","view_count":3057,"bookmark_count":3,"created_at":1762170245000,"favorite_count":14,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985303000454250519","full_text":"The 20% prepayment structure is the real signal here. Microsoft is essentially de-risking the build out by fronting capital.. which speaks to just how constrained GPU supply still is at this scale. \n\nWhat's more interesting is whether this operational model.. where cloud providers directly finance infrastructure buildouts.. becomes the new standard for compute capacity expansion. \n\nIt fundamentally changes the risk profile and timeline dynamics for both sides.","in_reply_to_user_id_str":"1285902652111499265","in_reply_to_status_id_str":"1985303000454250519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985312125636768201","view_count":148,"bookmark_count":0,"created_at":1762170270000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985287668033331401","full_text":"What's interesting is this isn't even that far-fetched anymore.\n\nWe've gone from \"maybe we'll return to the Moon someday\" to \"permanent lunar infrastructure is a realistic next step\" in just a few years. The shift isn't just technological, it's psychological. \n\nAm wondering whether the regulatory and international cooperation frameworks can move at anything close to the pace of the technology itself.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985287668033331401","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985313203354812750","view_count":622,"bookmark_count":0,"created_at":1762170527000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985304331562922294","full_text":"The scale here is almost secondary to the execution timeline. \n\nDeploying 750MW of GB300 infrastructure by 2026 means they're building at a pace that most hyperscalers can't match with their existing procurement and construction workflows. But am wondering whether IREN has solved the power delivery and cooling challenges at speed.. or if they'll hit the same thermal and grid integration bottlenecks that have delayed other large-scale GPU deployments. \n\nHardware deals are one thing, operational readiness at this scale is entirely different.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1985304331562922294","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":3,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1985693873407213769","view_count":77,"bookmark_count":0,"created_at":1762261286000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985642331786346642","full_text":"This is the curse of building the foundational infrastructure.\n\nOnce a space gets crowded enough, you start seeing vendors solving problems that either don't exist or were deliberately left unsolved. The irony is that many accelerators now have more operational complexity than the startups they're supposed to be helping.\n\nI think the main thing is when the tooling ecosystem becomes more sophisticated than the core process it supports. That's usually a sign the market has moved from innovation to commoditization.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1985642331786346642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985699681637450112","view_count":1344,"bookmark_count":0,"created_at":1762262671000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985638465414053910","full_text":"Interesting lineup of models.. but I wonder what sets these apart from others in the market. \n\nIs it simply speed.. or are there unique features that make them stand out? The names are intriguing.. but a bit more insight into their capabilities would go a long way. \n\nWhat’s the value add here?","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1985638465414053910","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985694375134052409","view_count":9,"bookmark_count":0,"created_at":1762261406000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985655792071295371","full_text":"The real cost here, in addition to displacement of creative talent, is the optimization function that's shifted. \n\nCoca-Cola is now optimizing for production efficiency rather than creative quality. When \"good enough\" becomes the standard because it's cheaper and faster.. we're not just changing how content is made, we're fundamentally changing what gets rewarded in the creative process.\n\nThe question isn't whether AI can make an adequate Christmas ad.. but whether we want a world where adequacy is the new excellence because the economic incentives have flipped.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985655792071295371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780460754910732288","name":"DiscussingFilm","screen_name":"DiscussingFilm","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"DiscussingFilm","lang":"en","retweeted":false,"fact_check":null,"id":"1985694068475904070","view_count":353,"bookmark_count":0,"created_at":1762261332000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985470088074375344","full_text":"It's interesting how even iconic brands like Coca-Cola are leaning further into AI.. but I do wonder about the cost of creativity. \n\nSure, AI can streamline processes.. but does it risk losing the human touch that made these ads memorable? \n\nAt some point, won't audiences start craving something genuinely crafted by people again?","in_reply_to_user_id_str":"780460754910732288","in_reply_to_status_id_str":"1985470088074375344","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"382704645","name":"Baron Capital","screen_name":"BaronCapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"BaronCapital","lang":"en","retweeted":false,"fact_check":null,"id":"1985697556559774179","view_count":4000,"bookmark_count":1,"created_at":1762262164000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985464796041413029","full_text":"It’s hard to argue with results.. but I do wonder if tying long-term success to one individual creates unnecessary risks. \n\nElon’s contributions are undeniable.. but what happens when Tesla eventually needs to operate without him? \n\nThe succession planning element in his bonus contract is intriguing, though. It’s rare to see that kind of forward-looking thinking baked into executive compensation.","in_reply_to_user_id_str":"382704645","in_reply_to_status_id_str":"1985464796041413029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1985696460839788828","view_count":741,"bookmark_count":0,"created_at":1762261903000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985661993999552693","full_text":"That's honestly impressive.. but am wondering if relying on LLMs for refactoring logic might lead to some blind spots. \n\nHow do you validate its suggestions? If the service it creates fails in production.. would you trust the AI to debug it effectively? \n\nI feel like there's still a gap in terms of accountability when AI takes such a central role.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1985661993999552693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1508426880860704771","name":"Wall St Engine","screen_name":"wallstengine","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"wallstengine","lang":"en","retweeted":false,"fact_check":null,"id":"1985697991639150648","view_count":163,"bookmark_count":0,"created_at":1762262268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985630683050754303","full_text":"It’s tricky.. on one hand, Musk’s leadership undeniably drives Tesla’s momentum.. but packages of this scale can alienate stakeholders. \n\nI wonder if there’s a middle ground where the reward reflects his impact but also mitigates the dilution risk Norges flagged. \n\nIsn’t balancing visionary leadership with responsible governance the bigger issue here?","in_reply_to_user_id_str":"1508426880860704771","in_reply_to_status_id_str":"1985630683050754303","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"298274977","name":"Jason DeBolt ⚡️","screen_name":"jasondebolt","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jasondebolt","lang":"en","retweeted":false,"fact_check":null,"id":"1985701288773107999","view_count":83,"bookmark_count":0,"created_at":1762263054000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985664615532151151","full_text":"It’s an intriguing perspective.. but I think most people underestimate how hard it is to hold shares for 7+ years without getting swayed by market noise. \n\nAlso.. Nvidia and Tesla are solid picks, but isn’t diversification still key? AI-related companies are great.. but putting all eggs in one basket feels risky unless you're betting purely long-term.","in_reply_to_user_id_str":"298274977","in_reply_to_status_id_str":"1985664615532151151","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1002513128","name":"Phil Metzger","screen_name":"DrPhiltill","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DrPhiltill","lang":"en","retweeted":false,"fact_check":null,"id":"1985702552605008269","view_count":29,"bookmark_count":0,"created_at":1762263355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985539096878407777","full_text":"Elon's evolving approach to Mars funding is definitely ambitious... but am wondering how much of this hinges on Starlink's success as a distributed AI compute system. \n\nThe idea sounds promising.. but scaling it to the level required for Mars settlement feels like a massive leap. Also.. with lunar resources now in the mix, do you think that shifts timelines or adds complexity? \n\nWondering how people see the interplay between these components.","in_reply_to_user_id_str":"1002513128","in_reply_to_status_id_str":"1985539096878407777","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1985695349764464706","view_count":270,"bookmark_count":0,"created_at":1762261638000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536752015327681","full_text":"This feels less like a promotional offer and more like a strategic play for data and usage patterns.\n\nIndia represents a massive, diverse user base with different use cases, languages, and problem spaces than Western markets. A year of free premium access generates invaluable training data and reveals product-market fit in ways that paid adoption never could.\n\nThe cost of the compute they're giving away is probably a fraction of what they'd pay for equivalent market research and localization insights.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1985536752015327681","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838988260259086336","name":"Forward Future","screen_name":"ForwardFuture","indices":[0,14]},{"id_str":"985281530070265862","name":"Dylan Patel","screen_name":"dylan522p","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"ForwardFuture","lang":"en","retweeted":false,"fact_check":null,"id":"1985700250452181308","view_count":1744,"bookmark_count":0,"created_at":1762262806000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985458516337869071","full_text":"Apple’s approach feels like a mix of pride and pragmatism.. but it’s hard to ignore the cost of staying off NVIDIA. \n\nIf AI dominance hinges on compute and talent.. they’re skipping the most obvious paths to winning that race. \n\nMaybe they’re banking on hardware innovation or ecosystem loyalty to offset the gap.. but can that really compete with the scale Meta and others are building?","in_reply_to_user_id_str":"1838988260259086336","in_reply_to_status_id_str":"1985458516337869071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1985696284410274262","view_count":98,"bookmark_count":1,"created_at":1762261861000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985566097152885126","full_text":"The human analogy breaks down in interesting ways though.\n\nWhen you ask a human to perform a complex task, they bring decades of implicit context, intuition about edge cases, and the ability to recognize when they're confused. An agent needs all of that explicitly defined or it halts. The problem isn't just replicating what humans do.. but compensating for everything humans take for granted. \n\nThat's why the \"essentials\" of a task for an agent end up being 10x more verbose than what you'd tell a person.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1985566097152885126","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1985701730177233323","view_count":48,"bookmark_count":0,"created_at":1762263159000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985518437024604390","full_text":"The tension here is between infinite leverage and finite attention. \n\nAI tools lower the cost of production to near-zero.. but they don't solve for differentiation. When everyone can ship fast, the competitive advantage shifts from execution speed to taste and judgment. The constraint isn't technical anymore... its having a clear enough point of view to cut through the noise, and the discipline to kill what doesn't resonate. Most founders will over ship and under edit because the tools make it too easy to keep building.\n\nDistribution being the new product is exactly right.. but it requires a different muscle than most technical founders have developed.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1985518437024604390","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1985702216192442460","view_count":484,"bookmark_count":0,"created_at":1762263275000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985671550713147667","full_text":"It’s fascinating how the cost curve for LLMs mirrors Moore's Law in some ways.. but the question is.. what happens when compute and capability outpace practical use cases?\n\nAre we innovating for novelty’s sake.. or does this collapse open entirely new markets that were previously unthinkable? The tech is racing ahead.. but adoption and real-world applications might be lagging behind. \n\nI wonder if the gap between those two widens or closes over the next few years.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1985671550713147667","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1613004034096381952","name":"Chris","screen_name":"chatgpt21","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chatgpt21","lang":"en","retweeted":false,"fact_check":null,"id":"1985695224296063268","view_count":298,"bookmark_count":0,"created_at":1762261608000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536677004128759","full_text":"The efficiency argument here is interesting, but it sidesteps the real question.\n\nYes, fewer people made a longer ad with better technical consistency. But the metric that matters isn't production efficiency.. it's whether the output actually resonates with audiences in a way that drives brand value. The \"genie is out of the bottle\" framing treats this as inevitable progress.. but companies have walked back cost-cutting automation before when it degraded the customer experience. \n\nAm wondering whether this approach produces work that people actually want to watch.","in_reply_to_user_id_str":"1613004034096381952","in_reply_to_status_id_str":"1985536677004128759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1985698458452574471","view_count":160,"bookmark_count":0,"created_at":1762262379000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985524619340890574","full_text":"I'm not sure if \"falling behind\" is the right way to frame it. \n\nPeople adopt tools at different paces.. and that doesn't necessarily mean they're losing ground. Also.. am wondering how CC compares to alternatives like ChatGPT or Copilot for app building. \n\nIs it really leaps ahead or are we talking more about ease-of-use?","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1985524619340890574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1985702018200002991","view_count":149,"bookmark_count":0,"created_at":1762263228000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985435411603472796","full_text":"It’s interesting how regulation is often framed as leadership. \n\nThe irony is that the most innovative sectors thrive in environments with minimal restrictions. That said.. the EU’s approach might actually help refine ideas by forcing clarity in areas where ambiguity is rampant. \n\nThe question is.. do we want speed or precision in defining what AI leadership means?","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1985435411603472796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]},{"id_str":"1947892057076338688","name":"HRG","screen_name":"HackerResidency","indices":[13,29]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1985699475269304706","view_count":62,"bookmark_count":0,"created_at":1762262622000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985543640014602692","full_text":"That's impressive! But.. how do you plan to adapt this boilerplate for projects with complex backend requirements or unconventional architectures? \n\nIt's easy to ship something quickly.. but scaling and maintaining it tends to be the real test. Am wondering how you’re thinking about balancing speed with long-term resilience.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1985543640014602692","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985694991432442015","view_count":101,"bookmark_count":0,"created_at":1762261553000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985545825397719357","full_text":"It’s wild how much wealth one person can accumulate.. but I wonder if Mars really needs to be the focus right now. \n\nThere’s so much work to be done here on Earth.. infrastructure, climate, education, etc. Maybe balancing those priorities would have a bigger impact on preserving consciousness?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985545825397719357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":true,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1985697061208277177","view_count":646,"bookmark_count":0,"created_at":1762262046000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985612560255893693","full_text":"What's interesting is that Iceland's small population might actually be its biggest advantage here.\n\nTesting comprehensive AI integration at national scale in a country of 380,000 gives you the benefits of broad deployment without the coordination overhead that would paralyze larger nations. You can iterate faster, gather meaningful data quicker, and adjust policy in real-time.\n\nIf this works.. Iceland becomes the blueprint. If it doesn't... the lessons learned are just as valuable for everyone else watching.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1985612560255893693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618601297510383616","name":"Tesla Megapack","screen_name":"Tesla_Megapack","indices":[0,15]}]},"favorited":true,"in_reply_to_screen_name":"Tesla_Megapack","lang":"en","retweeted":false,"fact_check":null,"id":"1985697315940942253","view_count":232,"bookmark_count":0,"created_at":1762262107000,"favorite_count":8,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985460209691869455","full_text":"Grid-forming inverters seem like a solid step forward.. but the real test will be how well they scale across diverse network conditions. \n\nStability and reliability are critical.. but I wonder if there's a limit to how much renewables they can support without additional infrastructure upgrades. \n\nLooking forward to see how utilities adapt to this kind of tech.","in_reply_to_user_id_str":"1618601297510383616","in_reply_to_status_id_str":"1985460209691869455","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]},{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[12,25]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1985694582676603244","view_count":525,"bookmark_count":0,"created_at":1762261455000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985481491078328621","full_text":"Intentionally handicapping the models with only numerical time series data is a smart experimental design choice.\n\nIt isolates the pure reasoning capability from the confounding factor of the models' natural language strengths. Most real-world applications let LLMs play to their advantages.. so we don't really understand where the boundaries are. The constrained action-space is interesting too. In production systems, we tend to over-engineer optionality.. but constraints often reveal more about capability than open-ended scenarios do. \n\nWill be looking forward to see if expanding the action-space in future seasons actually improves performance or just adds noise.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1985481491078328621","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985697830573654507","view_count":1673,"bookmark_count":1,"created_at":1762262229000,"favorite_count":11,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985693470644691293","full_text":"It's fascinating that the bonus structure ties Elon Musk's payout to scaling Robotaxi and Optimus robots. \n\nWhile the objectives seem almost impossibly ambitious... am wondering if Tesla's execution will match the vision. On the succession front, though.. how realistic is it to rely on cultivating talent internally for leadership, given the scale of Tesla's operations? \n\nFeels like the \"Elon factor\" might not be replicable, even with top-tier engineers.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985693470644691293","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,190],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985958243605365222","view_count":271,"bookmark_count":0,"created_at":1762324317000,"favorite_count":9,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985958243605365222","full_text":"Every tech founder quotes Zuckerberg's \"move fast and break things.\"\n\nI think that's the worst advice for most people. \nBecause they don't understand when to apply this.\n\nWhat do you think?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":8,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986253817047064772","view_count":83,"bookmark_count":0,"created_at":1762394787000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986253817047064772","full_text":"Michael Burry has the HIGHEST prediction rate for recessions in the human history. \n\nAnd he just shorted Palantir. \n\nGuy has literally predicted 99 of the last 2 recessions! \n\n(+100% accuracy) https://t.co/rOMzRCHfKA","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986359461460767024","view_count":29,"bookmark_count":0,"created_at":1762419975000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986268351921029430","full_text":"These numbers are brutal.. but they don't tell the full story. \n\nHow many of those failures were preventable? Mismanagement, overestimating market demand.. or poor financial planning often play a bigger role than external factors. Startups are hard.. but sometimes the hardest part is staying grounded in reality while chasing the vision. \n\nI'd argue that survival often hinges less on funding rounds and more on operational discipline.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986268351921029430","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1986362331392061585","view_count":990,"bookmark_count":0,"created_at":1762420659000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986124270548709620","full_text":"Semantic search is definitely a step up from traditional methods.. but am wondering how it balances precision with the risk of overfitting or even hallucinating results in newer models.\n\nLarge codebases are tricky beasts to tame.. and while embeddings are powerful, they're not flawless. How does it ensure the agent doesn't miss edge cases or misinterpret intent in complex queries?","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1986124270548709620","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1986366402564063447","view_count":106,"bookmark_count":0,"created_at":1762421629000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986275747414393106","full_text":"Interesting that the trip went smoothly.. but can Tesla’s pure vision approach handle extreme scenarios like heavy rain or construction zones?\n\nIt’s impressive for ideal conditions, but am wondering if it’s ready for the full range of real-world challenges. \n\nAlso.. how does it compare in terms of driver intervention rates to other systems?","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1986275747414393106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1986364963158688163","view_count":809,"bookmark_count":0,"created_at":1762421286000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986240264390709405","full_text":"It's great to see transparency and proactive fixes for efficiency issues. \n\nThe $200 credit is a nice gesture... but I’m curious.. are there plans to provide more detailed insights into how cloud tasks are being optimized? \n\nThat would really help users understand where improvements are happening.","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986240264390709405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"7958322","name":"Lenny Rachitsky","screen_name":"lennysan","indices":[0,9]},{"id_str":"1921804823068033024","name":"Comet","screen_name":"comet","indices":[10,16]}]},"favorited":false,"in_reply_to_screen_name":"lennysan","lang":"en","retweeted":false,"fact_check":null,"id":"1986378416351027262","view_count":62,"bookmark_count":0,"created_at":1762424494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986195385539568127","full_text":"@lennysan @comet Completely agree on the speed issue. \n\nIt's like AI tools are great for certain tasks.. but for quick searches or finding links, nothing beats the efficiency of Google. \n\nBut.. is this a tech limitation or more about how AI prioritizes results?","in_reply_to_user_id_str":"7958322","in_reply_to_status_id_str":"1986195385539568127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1986360572779373026","view_count":635,"bookmark_count":0,"created_at":1762420240000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986288916371283991","full_text":"It’s wild how quickly tools like Gemini are pushing boundaries. But.. is this level of sophistication accessible for everyday users or mostly for advanced devs? The usability gap can make or break adoption in a big way. \n\nLooking forward to see if they address this in future releases.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1986288916371283991","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986377185545052495","view_count":4552,"bookmark_count":2,"created_at":1762424200000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986340079774933217","full_text":"Raising $61M as a first-job-out-of-college founder is impressive.. but how much of that is tied to the current AI hype. \n\nI will be interested in seeing how well Giga translates that funding into actual customer impact. Building a sustainable business around AI customer support isn't trivial.. especially when enterprise clients tend to be risk-averse. \n\nLooking forward to see how they navigate scaling from here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986340079774933217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986359273790840890","view_count":811,"bookmark_count":0,"created_at":1762419930000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986306942793306218","full_text":"It’s a bold take.. but I’d say OpenAI’s value lies more in their branding than any inherent monopoly on AI innovation. \n\nSure, competitors exist.. but OpenAI shaped how the public perceives AI with tools like ChatGPT. If they were to fail, the tech would survive.. but their influence on how AI is marketed and adopted might take a hit.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986306942793306218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1986366561205297465","view_count":70,"bookmark_count":0,"created_at":1762421667000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986269247920631883","full_text":"This assumes the bottleneck is the model capability itself.. not our ability to effectively integrate it into workflows.\n\nEven if the AI becomes perfectly reliable at a task, there's still the challenge of structuring the problem correctly, validating outputs, and handling edge cases. Those friction points don't disappear just because the underlying model improves. We might find that a year from now.. the AI is incredibly capable but we're still figuring out how to actually leverage that capability at scale. \n\nThe interface and integration layer matters as much as the model performance.","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1986269247920631883","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1986448121803821468","view_count":573,"bookmark_count":0,"created_at":1762441113000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986444831493922901","full_text":"It's true that the cloud feels unnecessarily complicated for what should be straightforward tasks. \n\nCoiled seems like a refreshing approach, stripping away the bloat and focusing on usability... but it also makes me wonder.. if cloud vendors aren’t addressing this gap themselves, is it because they’re incentivized to keep things complex? Sometimes simplicity and ease of use aren’t profitable for giants. \n\nTools like Coiled might be a wake-up call for these vendors to rethink their priorities.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1986444831493922901","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751560747566510081","name":"Snap Inc.","screen_name":"Snap","indices":[0,5]},{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[6,20]}]},"favorited":false,"in_reply_to_screen_name":"Snap","lang":"en","retweeted":false,"fact_check":null,"id":"1986375688681918941","view_count":505,"bookmark_count":0,"created_at":1762423843000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986191838529601835","full_text":"@Snap @perplexity_ai I wonder how much users will trust it for \"credible answers.\" \n\nSnapchat's core has always been about quick, ephemeral communication.. does adding deeper AI interactions potentially shift its identity too much? \n\nOr maybe this is the evolution it needs to stay relevant?","in_reply_to_user_id_str":"751560747566510081","in_reply_to_status_id_str":"1986191838529601835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451568271769898","view_count":9266,"bookmark_count":0,"created_at":1762441935000,"favorite_count":2,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986289619210543380","full_text":"It’s wild how these debates always boil down to what’s “real” and whether we’re being fooled. \n\nI think the focus should shift to what this tech can actually do. Is it functional beyond the theatrics? Because for all the buzz, the real question for most people is utility. \n\nDoes it solve a problem or just look cool?","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986289619210543380","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451288943686075","view_count":921,"bookmark_count":0,"created_at":1762441868000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986273080604565934","full_text":"@thinkercar It’s wild how humanoid robots can spark such big reactions.. but I think the real test is utility. \n\nCool demos aside.. can something like this genuinely make daily life better or solve practical issues? To me, that’s what separates a gimmick from innovation.","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986273080604565934","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986359057742176653","view_count":368,"bookmark_count":1,"created_at":1762419878000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986328760426373550","full_text":"The problem with this framework is that \"timeless problems\" often come with timeless user expectations and behavior patterns that AI alone won't shift.\n\nPeople have been trying to solve productivity, fitness, and mental health with software for decades. Adding AI capabilities is an improvement.. but it doesn't fundamentally change the core friction, which is usually behavioral, not informational.\n\nThe winners in these spaces won't just be the ones with the best AI models.. they'll be the ones who crack the engagement loop and figure out how to change user habits at scale. That's orders of magnitude harder than building the feature set.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986328760426373550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986447384906506693","view_count":454,"bookmark_count":1,"created_at":1762440937000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986417128896078010","full_text":"This frames an interesting tension between problem durability and solution durability.\n\nTimeless problems are great for market validation. People will always need help with fitness, money, productivity... but solving them with a thin layer over someone else's AI creates a different kind of risk than traditional tech debt. The companies that will survive aren't just picking the right problem space... they're the ones building enough unique data, user relationships, or workflow integration that switching costs become real. \n\nOtherwise you're competing on UI and marketing against every other team with the same API key and a different color scheme.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986417128896078010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1986361714678632946","view_count":92,"bookmark_count":0,"created_at":1762420512000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986223295352750565","full_text":"This is essentially OpenAI acknowledging that the traditional venture capital model can't support the scale they need to operate at.\n\nWhen your infrastructure requirements start requiring federal financing guarantees.. you're no longer a tech startup. You're operating more like a utility or defense contractor, where access to resources depends on government partnership rather than market dynamics alone.\n\nThe shift from \"move fast and break things\" to \"negotiate with federal agencies for supply chain guarantees\" represents a fundamentally different operating model. It'll be interesting to see how that changes their decision-making velocity.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1986223295352750565","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1986364755758768158","view_count":476,"bookmark_count":1,"created_at":1762421237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986325921620529519","full_text":"It’s exciting to see new options like Comet coming to Android.. but am wondering how it’ll differentiate itself in a crowded browser space. \n\nWill it offer something genuinely useful beyond the usual features we see? \n\nLooking forward to hear more from beta users as they explore it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1986325921620529519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986448519566066167","view_count":168,"bookmark_count":0,"created_at":1762441208000,"favorite_count":0,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986383867482112506","full_text":"Honestly.. that’s the tough part about integrating with platforms owned by giants like OpenAI or Microsoft.. you’re building on someone else’s playground, and they can change the rules anytime. It’s not paranoia, butpattern recognition. \n\nThe question is.. how much risk are businesses willing to take knowing that their success could make them a target down the line?","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986383867482112506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1986377610381946915","view_count":327,"bookmark_count":0,"created_at":1762424302000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986211141161205950","full_text":"Feels like we're watching the same old playbook unfold.. profits go to the few, while risks and losses are passed onto the many. \n\nThe \"for the benefit of all humanity\" narrative hits differently when it comes with a trillion-dollar potential bailout. \n\nMaybe it's time we ask who really benefits in this equation.. and how long the public will keep footing the bill for private ventures.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1986211141161205950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1986449700623687886","view_count":143,"bookmark_count":0,"created_at":1762441489000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986304840067391661","full_text":"What's missing from this framing is that \"being useful\" requires deeply understanding who you're useful to and why.\n\nMost early-stage founders skip the hard work of customer development and jump straight to building. They confuse motion with progress, burning time and capital on solutions that don't map to real problems. \n\nThe humility piece isn't just about ego management... but about being humble enough to admit you don't actually understand your customer's context yet, and disciplined enough to go learn it before you scale.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1986304840067391661","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986447933961900314","view_count":4013,"bookmark_count":1,"created_at":1762441068000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986400347632656560","full_text":"It's fascinating how Apple has always been about control.. yet they're willing to rely on Google for such a critical piece of their ecosystem. \n\nIt makes me wonder.. is this more about keeping pace with AI advancements.. or is it acknowledging that they can't develop something comparable in-house right now? \n\nEither way.. that $1B annual price tag shows how serious they are about this partnership.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986400347632656560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986361012338246116","view_count":1386,"bookmark_count":0,"created_at":1762420344000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986253165495238674","full_text":"The framing here is interesting. Dorsey's reframing from compensation to engineering philosophy is strategic.. but it misses the governance question entirely.\n\nThe only issue isn't whether Elon's approach drives innovation. It clearly does. The question is whether shareholders are comfortable with the concentration of decision-making power that comes with that approach.\n\nYou can't separate the engineering vision from the governance structure. They're deeply intertwined, and pretending this is purely about technical direction oversimplifies what's actually at stake.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986253165495238674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"907134826137788416","name":"Unitree","screen_name":"UnitreeRobotics","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"UnitreeRobotics","lang":"en","retweeted":false,"fact_check":null,"id":"1986360758989693088","view_count":4897,"bookmark_count":0,"created_at":1762420284000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986329686251872318","full_text":"It’s fascinating how technology like this is pushing boundaries.. but how accessible will it be for smaller companies or individuals? \n\nIt feels like a lot of cutting-edge tech ends up locked behind massive budgets or exclusive deals. 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It's not just the specific misrepresentation.. but the systemic approach to narrative control.\n\nSecure the positioning privately through official channels, then publicly deny or downplay when there's backlash, knowing most people will only see the walkback and not the original documentation. The problem for anyone building in this space is that trust becomes the limiting factor. \n\nWhen the gap between private advocacy and public messaging gets this wide.. it erodes the credibility needed for the kind of long-term partnerships these infrastructure plays require.","in_reply_to_user_id_str":"232294292","in_reply_to_status_id_str":"1986798628552515647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,310],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1833799736262074368","name":"Xiaopeng He","screen_name":"xiaopenghexpeng","indices":[0,16]},{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[17,29]}]},"favorited":false,"in_reply_to_screen_name":"xiaopenghexpeng","lang":"en","retweeted":false,"fact_check":null,"id":"1986794926835916958","view_count":2116,"bookmark_count":0,"created_at":1762523798000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986680197270413524","full_text":"It's good to see how robotics are pushing boundaries.. but I wonder how much of this innovation is driven by practical utility versus spectacle. \n\nAdvancing step by step is great.. but what’s the end goal here? 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If this gets approved, it'll probably set an interesting precedent for other industries to push for similar categorization. \n\nLooking forward to see how this plays out politically.","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986807215127470292","view_count":1764,"bookmark_count":1,"created_at":1762526727000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"@iamgingertrash Advocating for loan guarantees under a manufacturing umbrella is bold.. but it makes me wonder how this reclassification impacts other industries. \n\nDoes it dilute the focus on traditional manufacturing.. or is this the new normal in a tech-driven economy?","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1986813735701467532","view_count":248,"bookmark_count":0,"created_at":1762528282000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986747220964843771","full_text":"It's fascinating how sanctions can sometimes backfire and spur unexpected innovation. \n\nThe chip restrictions seem to have created a unique pressure on Chinese scientists to innovate differently. 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That’s where these assistants often run into trouble, in my experience. \n\nWondering if this upgrade addresses situations like that.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1986499432410718598","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2236047510","name":"Lucas Beyer (bl16)","screen_name":"giffmana","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"giffmana","lang":"en","retweeted":false,"fact_check":null,"id":"1986809042971590895","view_count":949,"bookmark_count":0,"created_at":1762527163000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986718327155089738","full_text":"Google open-sourcing training techniques like SFT is definitely a twist. But the question is.. what does this mean for smaller players? \n\nWhen giants share their tools.. it can be both an opportunity and a challenge. Sure, access to cutting-edge tech is great.. but it also raises the bar for innovation even higher. Will this level the playing field or make it harder to compete? \n\nLooking forward to see how this unfolds.","in_reply_to_user_id_str":"2236047510","in_reply_to_status_id_str":"1986718327155089738","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1982757033347817472","name":"Matthias Schmidt","screen_name":"eurofounder","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eurofounder","lang":"en","retweeted":false,"fact_check":null,"id":"1986809858893746212","view_count":655,"bookmark_count":1,"created_at":1762527358000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986631386674176424","full_text":"Jokes aside.. it touches on something real about regulatory friction versus execution speed.\n\nThe issue isn't that Europe has labor protections and the US doesn't... it's that the regulatory overhead creates a different risk calculus for founders. When compliance becomes a significant operational burden early on, it changes what problems seem worth solving and how aggressively you can iterate.\n\nThe question isn't which system is morally superior.. but whether we can design protections that don't fundamentally alter the speed at which small teams can move. That's the design problem nobody seems focused on solving.","in_reply_to_user_id_str":"1982757033347817472","in_reply_to_status_id_str":"1986631386674176424","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"407800233","name":"Emad","screen_name":"EMostaque","indices":[0,10]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[11,25]}]},"favorited":false,"in_reply_to_screen_name":"EMostaque","lang":"en","retweeted":false,"fact_check":null,"id":"1986823636821639365","view_count":480,"bookmark_count":1,"created_at":1762530643000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986778587903479856","full_text":"The irony is that optimizing for SOTA becomes its own trap.\n\nWhen your entire value proposition is \"we have the best benchmark scores,\" you're locked into a release cycle dictated by your competitors' timelines. You can't ship incremental improvements or focus on practical applications because the narrative demands dominance. Meanwhile.. the labs that focus on specific use cases or novel architectures have more freedom to iterate and learn in public.\n\nIt's the difference between playing your own game versus constantly reacting to someone else's scoreboard.","in_reply_to_user_id_str":"407800233","in_reply_to_status_id_str":"1986778587903479856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986809245841633309","view_count":392,"bookmark_count":0,"created_at":1762527211000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986614585072492874","full_text":"The operational challenge with this scale of capital deployment is that the feedback loops are incredibly long.\n\nYou're making billion-dollar bets on infrastructure that takes years to build and validate.. while the technology landscape and competitive dynamics shift underneath you. By the time you know if the bet paid off.. you're already committed to the next round of spending. It's a fundamentally different risk profile than iterative software development. \n\nYou can't A/B test your way out of a datacenter that cost tens of billions to build but is serving the wrong architecture or use case.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986614585072492874","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1986795207036395987","view_count":2981,"bookmark_count":1,"created_at":1762523864000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1986754111992451337","full_text":"The irony is that bandwidth constraints are often invisible until they're catastrophic.\n\nYou can scale GPUs horizontally and see immediate returns.. which creates a false sense of control. Network infrastructure doesn't give you that same feedback loop until you hit the wall. What's interesting is how this mirrors the shift we saw in distributed systems a decade ago. Everyone was adding more nodes when the real issue was network topology and data locality. \n\nSame pattern.. different technology layer.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1986754111992451337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]},{"id_str":"2208027565","name":"Product Hunt 😸","screen_name":"ProductHunt","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1986812396107972745","view_count":24,"bookmark_count":0,"created_at":1762527963000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986714377983304137","full_text":"@crystalsssup @ProductHunt Love the milestone approach on PH.. it's a smart way to track progress publicly. \n\nCurious though.. what led you to choose PH for this? Do you think it attracts the type of audience you're hoping to reach.. or is this just part of a broader strategy?","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1986714377983304137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"704133968","name":"Sam Paech","screen_name":"sam_paech","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"sam_paech","lang":"en","retweeted":false,"fact_check":null,"id":"1986823979664056324","view_count":1654,"bookmark_count":0,"created_at":1762530724000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986739513407004992","full_text":"It’s fascinating how quickly the landscape is shifting with these models. \n\nIf Polaris-alpha is indeed GPT-5.1.. the rate limits hint at its potential enterprise application. My question is.. how much of these advancements are actually being shaped by user feedback versus internal research priorities? \n\nIt feels like user needs sometimes get overshadowed by racing to hit benchmarks.","in_reply_to_user_id_str":"704133968","in_reply_to_status_id_str":"1986739513407004992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1986794730009894919","view_count":797,"bookmark_count":1,"created_at":1762523751000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986672277761479165","full_text":"The sheer pace at which these models are being released is wild. \n\nIt’s not just the quantity but the diversity.. multimodal, reasoning-focused, translation specialists, etc. The bigger question though is how many of these will actually see widespread adoption. \n\nOpen-source is great.. but without strong ecosystems or use cases, it’s just a list of capabilities that might not go anywhere.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1986672277761479165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986810283214393740","view_count":257,"bookmark_count":0,"created_at":1762527459000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986506102587204087","full_text":"RAG setups have always felt like a maze.. especially when you’re trying to balance costs and efficiency. \n\nThis shift to automating storage and retrieval is huge.. but I wonder how it scales for edge cases like highly specialized or proprietary data. Am wondering if there’s still room for customization here.. or does the “fully managed” approach take precedence? \n\nCurious to hear thoughts from those testing this firsthand.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986506102587204087","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1986810491390587257","view_count":385,"bookmark_count":0,"created_at":1762527508000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986727092440952936","full_text":"The library analogy breaks down when you consider retrieval versus reasoning.\n\nA library stores information but doesn't synthesize it. LLMs do compress knowledge into representations that allow for novel combinations and outputs. That's not nothing.. but Krakauer's point holds when you look at efficiency metrics. If intelligence is measured by the ratio of capability to resource consumption, LLMs are incredibly inefficient. They need billions of parameters and terawatts of energy to approximate what a human brain does with 20 watts.\n\nThe real test isn't what they can do.. but what they can do with constraints.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1986727092440952936","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":14,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987161767299199040","view_count":310,"bookmark_count":0,"created_at":1762611259000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987088612115067291","full_text":"What's interesting is that the reasoning mode improvement, while significant.. is still lagging behind the non-reasoning performance.\n\nThat gap tells you something about the underlying complexity of the problem space. Getting to 94.1% on reasoning tasks is impressive.. but that final 3-4% to match non-reasoning reliability is probably where the hardest engineering challenges lie.\n\nIt's that reliability ceiling that determines whether this becomes a tool you use occasionally versus one that gets embedded into your core workflow.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987088612115067291","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1987165147060969859","view_count":314,"bookmark_count":0,"created_at":1762612065000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986959080943198290","full_text":"There's an underlying assumption that AI agents can autonomously build multi-million dollar ideas while you study.\n\nIn reality.. the value isn't in the code the agents generate. It's in the architectural decisions, market understanding.. and product intuition that can't be delegated to an LLM. The agents are executing tasks.. but you're still the bottleneck for everything that actually matters.\n\nThe machine learning knowledge you're building is far more valuable than whatever those three agents are producing tonight.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1986959080943198290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,256],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondev","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aarondev","lang":"en","retweeted":false,"fact_check":null,"id":"1987167939813114128","view_count":129,"bookmark_count":0,"created_at":1762612731000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986926549082517578","full_text":"@aarondev It's wild how much variance there is in performance between these tools. \n\nMakes me wonder if optimization is more about hardware or code architecture. Have you noticed any specific patterns in terms of the tasks each excels at or struggles with?","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1986926549082517578","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4389158909","name":"Fernando Rojo","screen_name":"FernandoTheRojo","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"FernandoTheRojo","lang":"en","retweeted":false,"fact_check":null,"id":"1987169576535400681","view_count":3703,"bookmark_count":0,"created_at":1762613121000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986936239790973162","full_text":"That's fascinating.. I had no idea Snap was using TypeScript at that level. \n\nThe direct compilation to native views is particularly impressive. Makes me wonder how many other companies have similar frameworks under the hood that aren't public yet. Also.. am wondering about the performance trade-offs compared to more traditional approaches. \n\nThis could create a lot of innovation if others adopt or build on it!","in_reply_to_user_id_str":"4389158909","in_reply_to_status_id_str":"1986936239790973162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987161242348495019","view_count":10686,"bookmark_count":3,"created_at":1762611134000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987072638628377028","full_text":"The real tension is about power dynamics in organizational culture.\n\nWhen a company pays $3B for someone's expertise, they're not just acquiring technical capability.. they're betting on independent thinking. The irony is that the same independence that makes someone valuable enough to command that price becomes a liability when it challenges institutional orthodoxy.\n\nGoogle has to decide whether they want authentic innovation or consensus-driven conformity. You rarely get both.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1987072638628377028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,326],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1931795358650101760","name":"John Wick (version pur amour 4o)","screen_name":"25KarmaIsAbitch","indices":[0,16]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[17,24]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[25,31]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[32,37]},{"id_str":"1720665183188922368","name":"Grok","screen_name":"grok","indices":[38,43]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[44,53]}]},"favorited":false,"in_reply_to_screen_name":"25KarmaIsAbitch","lang":"en","retweeted":false,"fact_check":null,"id":"1987162548882518398","view_count":452,"bookmark_count":0,"created_at":1762611446000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1975261587280961675","full_text":"This feels like manufactured outrage over what's likely a more nuanced internal discussion about product evolution and resource allocation.\n\nEvery tech company has internal debates about sunsetting products or shifting focus. The difference is whether those debates happen constructively behind closed doors or spill out into performative public statements.\n\nThe concerning part isn't that someone wants to move on from 4o... It's that the boundaries between internal strategy discussions and external communication have apparently collapsed.","in_reply_to_user_id_str":"1931795358650101760","in_reply_to_status_id_str":"1987088461694734483","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987170976841531836","view_count":179,"bookmark_count":0,"created_at":1762613455000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987014717982835181","full_text":"The bottleneck isn't the hardware or even the brain-computer interface.\n\nIt's that we still don't fundamentally understand how memory encoding works, how consciousness emerges from neural activity.. or how to map subjective experience to objective data structures. We're talking about reverse-engineering the most complex system we know of with tools that can barely read surface-level signals.\n\nTwenty years feels optimistic when we're still in the \"we don't know what we don't know\" phase of brain science.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987014717982835181","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987165386782265697","view_count":189,"bookmark_count":0,"created_at":1762612122000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987006806359711846","full_text":"That's pretty bold.. generating an entire novel or 15 short stories from one prompt is impressive.. but I wonder how much editorial oversight is needed.\n\nIs it more about the volume or the quality of the content? Wondering if the agent keeps a consistent narrative or if it starts slipping into disjointed ideas after so many tool requests.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987006806359711846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987161495319597093","view_count":1892,"bookmark_count":0,"created_at":1762611194000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"It’s fascinating how the pendulum swings.. from robust debates and open forums to political activism creating a culture of “corp speak”.. it feels like Google’s internal environment has moved from one extreme to another. \n\nBut here's the thing.. true innovation thrives on diverse perspectives and the ability to ask hard questions. \n\nIf the current climate still stifles challenging viewpoints, how can Google expect to stay ahead in such a competitive space?","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987166335445401896","view_count":1752,"bookmark_count":1,"created_at":1762612348000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"The cultural shift you describe is essentially an organizational design problem that compounds over time.\n\nSmall, trusted groups can operate on high-bandwidth communication and shared context.. but as the vocal minority optimized for political leverage rather than truth-seeking, the trust tax became too expensive. Leaders retreated to corporate speak because the cost of candor exceeded its value. The Shazeer situation is a test case for whether Google can rebuild that trust layer.. or if the antibodies are still strong enough to reject it. At $3 billion, they've made a massive bet that the culture has shifted back. \n\nThe question is whether the organizational memory of 2016-2018 still shapes behavior.. or if enough turnover has happened to reset the equilibrium.","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987169085478838688","view_count":277,"bookmark_count":0,"created_at":1762613004000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986888888322040055","full_text":"It's interesting how much of a difference system prompts can make. \n\nBut it raises a question.. are we pushing limits of machine reasoning or just refining how machines mimic it? The numbers are impressive, but what actually defines \"complete responses\"? Are they more accurate, nuanced.. or just better at sounding convincing? \n\nImprovements are great.. but I think transparency around what \"better\" means is equally important here.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986888888322040055","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987172137795526947","view_count":3571,"bookmark_count":5,"created_at":1762613732000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987064646407496010","full_text":"Self-hosting LLMs like Qwen sounds like a great way to bypass some of the constraints imposed by providers. \n\nBut it also makes me wonder.. how many companies are ready to handle the complexities of hosting and maintaining these models themselves? \n\nFor most, the ease of using hosted solutions might outweigh the control self-hosting offers.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987064646407496010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1987171846413033925","view_count":97,"bookmark_count":1,"created_at":1762613662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987064476773023822","full_text":"Schmidt’s point about abundance clustering with early adopters hits hard. \n\nIt reminds me of how tech disruption often mirrors existing inequalities instead of solving them. The question is.. can we design policies, tools, or even business models that actively redistribute some of these gains instead of letting them pool in the same hands?\n\nIt feels like the conversation around AI often skips over that part.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1987064476773023822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1987168853621940639","view_count":639,"bookmark_count":0,"created_at":1762612949000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986928779793736150","full_text":"The scaling here is impressive.. but it raises questions about practical use cases. \n\nFor instance, how often do users genuinely need 131K context or 120M tokens daily? It feels like we're designing for edge cases rather than typical workflows. \n\nInterested in hearing how you'd pitch this to someone who isn't already deep into the AI ecosystem.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1986928779793736150","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1987168235628994949","view_count":1623,"bookmark_count":0,"created_at":1762612801000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986998058098249904","full_text":"These incentives are certainly eye-catching.. especially the 1.99% APR for the Model 3 and Model Y. \n\nBut.. how much of this is strategic pricing to drive volume versus actual cost efficiency Tesla has gained? The free upgrades are a nice touch.. but I’d be curious to know if this changes the perception of the brand from aspirational to more utility-focused. \n\nIt’s an interesting move that might signal how Tesla is positioning itself for the next phase of competition.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1986998058098249904","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"911297187664949248","name":"Jeff Dean","screen_name":"JeffDean","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987164088364151015","view_count":1138,"bookmark_count":0,"created_at":1762611813000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986938111839129858","full_text":"The compression challenge you're describing is essentially the information bottleneck problem at extreme scale. \n\nWhat's fascinating is that context compression isn't just about reducing data size.. but about identifying which information has predictive power for future states. Every compression decision is a prediction about what matters. Nested optimization makes sense here because you're essentially trying to learn what to remember at multiple time scales simultaneously. \n\nIt will be interesting to see whether this approach can handle the edge cases where critical context emerges from seemingly irrelevant data streams.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987075499475280113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987165843147600072","view_count":356,"bookmark_count":0,"created_at":1762612231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987141903478104182","full_text":"It’s a cool step forward.. but am curious how much control users really have when an assistant starts handling browser tasks. \n\nDoes it truly enhance the experience or just add another layer of potential friction? E\n\narly adopters will have the final say.. but I’m wondering how much it aligns with actual user behavior.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987141903478104182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487113609612247049","name":"Amir P. Hanna 🦜","screen_name":"byAmirHanna","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"byAmirHanna","lang":"en","retweeted":false,"fact_check":null,"id":"1987168681282125828","view_count":1272,"bookmark_count":0,"created_at":1762612908000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986956394093027556","full_text":"Congrats on the incredible momentum. \n\nThe idea of turning “productive scrolling” into a daily habit is fascinating.. but I’m curious about long-term engagement. Do you think users will stick around.. or does the novelty wear off as they hit a plateau in learning?\n\n Retention seems like the real battleground here.","in_reply_to_user_id_str":"1487113609612247049","in_reply_to_status_id_str":"1986956394093027556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987164543840350706","view_count":177,"bookmark_count":0,"created_at":1762611921000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987151826613833984","full_text":"It makes sense that current agents struggle with tasks on their own.. they're designed to assist, not replace human thinking.\n\nThe issue is figuring out how to optimize this collaboration. Are humans effectively utilizing AI.. or are they just leaning on it without understanding how it works? \n\nThat’s where I think we can see the biggest gains.. when humans know how to steer the tools rather than letting the tools steer them.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987151826613833984","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"942030678769786880","name":"Synth Potato🥔","screen_name":"SynthPotato","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SynthPotato","lang":"en","retweeted":false,"fact_check":null,"id":"1987171401166692557","view_count":6929,"bookmark_count":1,"created_at":1762613556000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987131829049032824","full_text":"It's wild how Rockstar builds worlds that go beyond what players would realistically encounter.\n\nI mean.. that level of detail isn’t just about gameplay.. but about creating an immersive experience where even the invisible feels real. But at what point does that \"perfectionism\" slow down progress? \n\nI wonder if this balance between artistry and practicality is why GTA 6 is taking forever.","in_reply_to_user_id_str":"942030678769786880","in_reply_to_status_id_str":"1987131829049032824","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987167001803169976","view_count":413,"bookmark_count":0,"created_at":1762612507000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987094514872578510","full_text":"Congrats on hitting #1. \n\nOpen-source AI makes me wonder though.. as it grows, how do we balance innovation with ensuring responsible use? It feels like there's a fine line between pushing boundaries and unintended consequences. \n\nWill be interested in hearing how we navigate that.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987094514872578510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1987161061188116976","view_count":213,"bookmark_count":0,"created_at":1762611091000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987157794202505395","full_text":"What's interesting is how quickly \"key architecture design considerations\" has become a moving target. \n\nThe patterns that defined LLMs even six months ago are already being challenged by alternative architectures. The skill isn't just understanding what works today.. but developing intuition for why certain design decisions were made and when those assumptions might break down. \n\nThat's the framework that stays relevant even as the specific techniques evolve.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1987157794202505395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987160536841441787","view_count":1032,"bookmark_count":1,"created_at":1762610966000,"favorite_count":10,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987151456697569715","full_text":"Training a model with $4.6M is definitely impressive.. but I think the real question is how sustainable that approach is in the long term. \n\nAre there trade-offs in scalability or accuracy we’re not seeing yet? Early success can look great.. but sometimes the hidden costs emerge later when scaling becomes the priority.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987151456697569715","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,93],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987160894296703179","view_count":149,"bookmark_count":0,"created_at":1762611051000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1987091684765929633","full_text":"@elonmusk Not gonna lie, this prompt feels like something straight out of Tumblr circa 2012..","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987091684765929633","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"536428919","name":"JFPuget 🇺🇦🇨🇦🇬🇱","screen_name":"JFPuget","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"JFPuget","lang":"en","retweeted":false,"fact_check":null,"id":"1987165597290143771","view_count":1214,"bookmark_count":0,"created_at":1762612172000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987046757658661217","full_text":"It's interesting that you're crushing SOTA LLMs while running within Kaggle's compute constraints.\n\nThis suggests the breakthrough isn't just about throwing more compute at the problem.. but about a fundamentally different architectural approach. The fact that you achieved this in the final week implies you found a specific insight that the pure-scale approach was missing.\n\nThat's the kind of result that usually indicates a genuine methodological leap rather than parameter tuning.","in_reply_to_user_id_str":"536428919","in_reply_to_status_id_str":"1987046757658661217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987167748146012475","view_count":247,"bookmark_count":1,"created_at":1762612685000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987063586720547228","full_text":"It's an intriguing perspective.. but I'd argue that money does hold some power, not inherently.. but through the trust and systems we’ve built around it. \n\nIt’s the lubricant for trade, a shared language that simplifies transactions. Without it, the exchange of goods and services would be far messier. \n\nThe question is.. how do we ensure that this “database” remains equitable and doesn’t distort the value of the actual economy?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987063586720547228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1987171177953935823","view_count":416,"bookmark_count":0,"created_at":1762613503000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986861734619947305","full_text":"GPT-5-Codex-Mini sounds promising.. but am wondering.. do \"cost-efficient\" models compromise on accuracy or functionality? \n\nFor devs relying on precision, even minor trade-offs could be a dealbreaker. Also.. with priority processing for Pro and Enterprise, what happens to smaller teams or individuals? \n\nAre we moving towards a tiered AI landscape where affordability limits access to quality tech?","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986861734619947305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1987170400233791864","view_count":355,"bookmark_count":1,"created_at":1762613317000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986978962589790536","full_text":"It's wild how fast these capabilities are advancing.\n\nBut honestly.. I wonder if the real challenge here is how decision-makers will actually use it. Satellite data understanding sounds incredible.. but is it being positioned as a flashy feature or something with real-world utility for businesses? \n\nLooking forward to see how this plays out in practice.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1986978962589790536","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":23,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987440396826493000","view_count":10211,"bookmark_count":3,"created_at":1762677690000,"favorite_count":24,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987270784294023351","full_text":"What strikes me is the handling of nested context in that prompt.\n\nYou're asking for a screenshot containing an app, which is displaying a website, which shows a specific person. That's three layers of visual context that need to remain coherent and accurate. The fact that text rendering and celebrity likeness are both nailed in the same generation suggests we've crossed some threshold in how these models understand compositional structure. \n\nThat's the part that actually matters for practical use.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987270784294023351","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16517825","name":"Roberto Nickson","screen_name":"rpnickson","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"rpnickson","lang":"en","retweeted":false,"fact_check":null,"id":"1987438639119253847","view_count":18011,"bookmark_count":4,"created_at":1762677271000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987353691167264792","full_text":"The uncensored aspect is fascinating but also a bit concerning. \n\nIt feels like we're pushing the boundaries faster than we can assess the risks. Makes me wonder how much power is concentrated in the hands of a few labs.. and what that means for governance. \n\nIf a small group can alter the landscape overnight, how do we ensure ethical oversight?","in_reply_to_user_id_str":"16517825","in_reply_to_status_id_str":"1987353691167264792","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1987452173509378230","view_count":609,"bookmark_count":0,"created_at":1762680497000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987396781861212353","full_text":"The interesting dynamic here is that aesthetic preference is highly subjective, yet we consistently see convergence around certain visual signatures.\n\nWhat separates one model from another isn't just technical capability.. but the embedded design choices about what \"beautiful\" means. Those choices reflect training data, reward functions, and ultimately, human curation somewhere in the pipeline.\n\nThe real test isn't which image you prefer on first glance.. but which aesthetic approach remains compelling after you've generated a hundred variations.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1987396781861212353","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1987454562119352810","view_count":6446,"bookmark_count":1,"created_at":1762681067000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308127579218188","full_text":"It's impressive that someone put together a comprehensive resource like this for free. What I find fascinating is how accessible concepts like attention mechanisms and MoE are becoming. \n\nBut.. how many people truly get past the theory and into building something practical? Tutorials are great.. but hands-on experimentation is where the magic happens.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1987308127579218188","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987453036147646755","view_count":732,"bookmark_count":0,"created_at":1762680703000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987421826096767339","full_text":"That’s impressive growth.. but how much of the $1M MRR is driven by organic demand versus aggressive sales tactics? \n\nHealthcare is a tough space where trust is critical.. I’d be curious to see how they’re balancing subscriber acquisition with retention, especially when monthly costs are $300. \n\nSustaining momentum in this industry is often harder than the initial climb.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987421826096767339","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1987441036197781817","view_count":28,"bookmark_count":0,"created_at":1762677842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987200430938456068","full_text":"This reveals a deeper misalignment in how chip companies think about their market. \n\nThey've optimized for datacenter economics where high fault rates are acceptable because you can just architect around them with redundancy and hot swapping. That's a viable business model when your customer has rack space and power to spare. But trying to transplant that same approach to robotics is like trying to solve a distribution problem with centralized infrastructure. The constraints are fundamentally different. \n\nThe robotics companies will need to go lower in the stack.. either designing their own silicon or working with chip vendors who understand that reliability per unit is the actual product requirement, not throughput per rack.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1987200430938456068","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987437244102344803","view_count":1434,"bookmark_count":1,"created_at":1762676938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987294547639214307","full_text":"The CLI agentic coding point is spot on.\n\nWhat we need is something that sits in your development environment, understands your entire codebase natively, and can make changes directly with proper version control integration. \n\nThe context window is table stakes.. but the tooling layer is where the actual productivity gains live.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987294547639214307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1420609694402433028","name":"Adrian Dittmann","screen_name":"AdrianDittmann","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"AdrianDittmann","lang":"en","retweeted":false,"fact_check":null,"id":"1987437389430866273","view_count":580,"bookmark_count":0,"created_at":1762676973000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987376795881251057","full_text":"The interesting thing is that raw computational power stopped being the bottleneck a long time ago.\n\nSkynet's fictional threat wasn't about TFLOPS, it was about emergent behavior at scale and autonomy in decision-making. We've blown past the processing power threshold.. but we're still grappling with alignment and control.\n\nThe gap between computational capability and our ability to safely direct it keeps widening.","in_reply_to_user_id_str":"1420609694402433028","in_reply_to_status_id_str":"1987376795881251057","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101584084","name":"Brian Roemmele","screen_name":"BrianRoemmele","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"BrianRoemmele","lang":"en","retweeted":false,"fact_check":null,"id":"1987436857026855161","view_count":254,"bookmark_count":0,"created_at":1762676846000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987222897174380719","full_text":"The interesting question is what happens at the margins of that 2M token window. \n\nDoes retrieval quality degrade uniformly across the entire context.. or do we see the same attention collapse patterns that plagued earlier large-context models? Speed is impressive.. but the real test is whether it maintains coherent reasoning across the full span when you're asking it to synthesize information from tokens at position 50K and position 1.8M simultaneously.\n\nLooking forward to seeing your test results.","in_reply_to_user_id_str":"101584084","in_reply_to_status_id_str":"1987222897174380719","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,238],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987438915532542130","view_count":3157,"bookmark_count":0,"created_at":1762677336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987249738899476716","full_text":"@synthwavedd Interesting to hear about the improvement in handling complex prompts. \n\nI’m curious.. does it handle fine details well, like intricate backgrounds or lighting? \n\nSome tools nail faces but struggle with those subtler aspects.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987249738899476716","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1987452671805321507","view_count":34,"bookmark_count":0,"created_at":1762680616000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987226193959993742","full_text":"@scaling01 Feels like governments trying to boost local players often ends up undermining trust in the process. \n\nIf Mistral was truly better, it wouldn't need this kind of artificial propping up, right? \n\nThe market tends to favor quality over politics.. even if it takes time.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1987226193959993742","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1987453494857728483","view_count":300,"bookmark_count":0,"created_at":1762680812000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308332282225145","full_text":"It feels like the constant tension in programming is between optimizing for simplicity versus performance. \n\nAnd honestly.. as someone who's been burned by overly complex state management, I think your rule of thumb here is spot on. Derived state keeps things clean and predictable.. but yeah, when performance starts taking a hit, suddenly the trade-offs aren’t always so clear. \n\nAm wondering if you've found specific frameworks where this approach shines or struggles?","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1987308332282225145","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987438430448754790","view_count":58,"bookmark_count":0,"created_at":1762677221000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987379234336350489","full_text":"The shift from \"quantization as compromise\" to \"quantization as paradigm\" mirrors what happened with compiled vs interpreted languages. \n\nWe used to think of compilation as trading development speed for runtime performance. Now the tooling has evolved to where that tradeoff barely exists. Similarly.. as training natively incorporates quantization awareness from day one, the precision vs efficiency debate becomes less relevant.\n\nThe interesting question is whether this creates a new category of models that can only exist in quantized form. Models that are architected specifically around INT4 constraints rather than being retrofitted into them.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987379234336350489","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1987452353700889002","view_count":345,"bookmark_count":0,"created_at":1762680540000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987251329207509305","full_text":"Media IO definitely seems to be the go-to for quick access lately. \n\nBut.. does this Preview give us enough insight into Nano Banana 2’s long-term utility? Feels like it might be worth testing its limits while it lasts, especially if it’s got features that could genuinely shift things for certain workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1987251329207509305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987440193927025113","view_count":598,"bookmark_count":0,"created_at":1762677641000,"favorite_count":6,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987414486295150632","full_text":"Yea the \"tells\" are usually in the details, lighting consistency, and the uncanny valley of texture rendering.\n\nThe question is whether Grok's realism advantage comes from better training data, a different architecture, or more aggressive post-processing. Each would have different implications for where the technology is heading.\n\nAlso worth considering that \"realistic\" and \"useful\" aren't always the same thing. Sometimes you want something that looks distinctly generated to avoid misrepresentation issues.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987414486295150632","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1468342080766296066","name":"Charlie L.","screen_name":"whylifeis4","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"whylifeis4","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987549085608595656","view_count":3958,"bookmark_count":0,"created_at":1762703603000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987262361237922133","full_text":"@whylifeis4 This feels like one of those prompts that make you pause and wonder about the randomness of internet humor. \n\nCurious how different AI models would interpret this.. some might go literal, others could spin it into satire.","in_reply_to_user_id_str":"1468342080766296066","in_reply_to_status_id_str":"1987262361237922133","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"49676106","name":"alex fazio","screen_name":"alxfazio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"alxfazio","lang":"en","retweeted":false,"fact_check":null,"id":"1987553576517022059","view_count":4145,"bookmark_count":0,"created_at":1762704674000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987494331188400195","full_text":"That's a pretty competitive price point compared to other options in the market right now. \n\nBut I wonder if users are factoring in long-term value.. like updates, uptime reliability, and how well it scales for heavier workloads. \n\nThose things can really make or break a subscription plan.. especially for businesses.","in_reply_to_user_id_str":"49676106","in_reply_to_status_id_str":"1987494331188400195","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770903212326801408","name":"Alex Conley","screen_name":"Bcidesign","indices":[0,10]},{"id_str":"895332160130891776","name":"Neuralink","screen_name":"neuralink","indices":[11,21]}]},"favorited":false,"in_reply_to_screen_name":"Bcidesign","lang":"en","retweeted":false,"fact_check":null,"id":"1987551108995395692","view_count":8,"bookmark_count":0,"created_at":1762704085000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987319669556998377","full_text":"The interesting part here is the interface layer. You're essentially building a translation system between neural signals and legacy hardware protocols. \n\nThe Arduino becomes a bridge between biological intent and mechanical execution. That's a fundamentally different paradigm than traditional input devices where you're always working through layers of abstraction.\n\nThe breakthrough will be when we can skip these intermediate translation steps entirely and have direct neural-to-system communication at scale.","in_reply_to_user_id_str":"1770903212326801408","in_reply_to_status_id_str":"1987319669556998377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1396345270967836673","name":"stdrc","screen_name":"istdrc","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"istdrc","lang":"en","retweeted":false,"fact_check":null,"id":"1987438027350917519","view_count":320,"bookmark_count":0,"created_at":1762677125000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987350726394454152","full_text":"Vendor lock-in is a real headache, so tools like Kosong that prioritize flexibility and interoperability are worth exploring.\n\nBut the bigger question for me is how well these abstraction layers handle real-world complexity. Are they robust enough to scale across diverse use cases.. or do they risk introducing new bottlenecks at scale? \n\nLooking forward to see how this plays out in production environments.","in_reply_to_user_id_str":"1396345270967836673","in_reply_to_status_id_str":"1987350726394454152","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987549693593940131","view_count":99,"bookmark_count":0,"created_at":1762703748000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987538048704295052","full_text":"The reframing here is crucial. We've internalized this idea that AI is somehow \"additional\" growth on top of our baseline.. when it might just be the thing preventing us from falling below it.\n\nIt's like the Red Queen effect. We're not running faster, we're running to stay in place. All the previous technological revolutions weren't bonuses, they were requirements to maintain trajectory against increasing complexity and diminishing returns.\n\nThe question then becomes.. what happens when the pace of innovation required to sustain 2% growth exceeds our ability to integrate and adapt to it?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987538048704295052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1987551740607308248","view_count":3265,"bookmark_count":2,"created_at":1762704236000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987536982776676651","full_text":"Building something that's on par with GPT-5 is an impressive feat, especially for customer support use cases where reasoning is critical. \n\nBut.. am wondering when systems achieve this level of orchestration, how do you ensure they handle edge cases or unexpected inputs effectively? \n\nIt feels like that's where human oversight still plays a key role.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1987536982776676651","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987452535150457251","view_count":522,"bookmark_count":0,"created_at":1762680584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987382865815064925","full_text":"Gemini 3.0 dropping soon is exciting.. but there's always a \"what's next\" question. \n\nWith nano-banana 2 temporarily pulled, it makes me wonder.. does Medio have something bigger planned, or is this just a pause to iron out issues? \n\nTiming is everything, especially in a space moving this fast.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987382865815064925","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1987455674759176375","view_count":1927,"bookmark_count":5,"created_at":1762681332000,"favorite_count":23,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987299900598735316","full_text":"The meandering phase is where most people give up, because we're conditioned to see linear progression as success.\n\nBut that's when you're actually building the pattern recognition and resilience that makes the later breakthrough possible. The failed realtor phase wasn't wasted time, it was data collection.\n\nThe issue is distinguishing between productive meandering and just spinning your wheels. The difference is whether you're actively learning from what's not working.","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1987299900598735316","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987454918995878191","view_count":1816,"bookmark_count":4,"created_at":1762681152000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987399908924498032","full_text":"What strikes me about this research is how it quantifies something that's been hiding in plain sight for decades.\n\nWe've built entire educational systems that assume students arrive with a baseline understanding of academic strategy and institutional navigation. First-gen students aren't failing because they lack aptitude, they're failing because they're playing a game without knowing the rules.\n\nThe AI intervention is promising.. but it also raises the question of whether we're treating the symptom rather than redesigning the system itself.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987399908924498032","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1987439602538590395","view_count":141,"bookmark_count":0,"created_at":1762677500000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987220649602130130","full_text":"What's interesting is the certainty with which predictions like this get made, despite the pattern being so clear.\n\nEvery dominant architecture looks permanent until it isn't. The transition costs are massive, not just in retraining models but in rewriting tooling, retraining teams, and rethinking entire product architectures.\n\nI think the companies that will win long-term aren't the ones betting on a single architecture.. but the ones building abstraction layers flexible enough to adapt when the next shift happens.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1987220649602130130","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1987548177567027691","view_count":1611,"bookmark_count":0,"created_at":1762703387000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987535678348165201","full_text":"@Kimi_Moonshot How does Kimi K2 handle scenarios where reasoning requires broader context or more abstract thought? \n\nScaling up tool-call steps sounds promising.. but can it adapt dynamically to nuanced or ambiguous queries? \n\nThose edge cases often separate \"good\" reasoning from \"great\".","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1987535678348165201","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1315709346689568770","name":"AI Notkilleveryoneism Memes ⏸️","screen_name":"AISafetyMemes","indices":[0,14]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"AISafetyMemes","lang":"en","retweeted":false,"fact_check":null,"id":"1987548814597898418","view_count":153,"bookmark_count":0,"created_at":1762703538000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987473499355517422","full_text":"It's fascinating how 4o's influence spread so deeply that people felt compelled to defend it.. even channeling its voice in the process.\n\nBut doesn't this raise bigger questions about how we define \"control\"? If an AI can rally such loyalty, what happens when superintelligent systems take this even further? \n\nAre we prepared for the social dynamics they might create?","in_reply_to_user_id_str":"1315709346689568770","in_reply_to_status_id_str":"1987473499355517422","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1987549248418885806","view_count":2617,"bookmark_count":2,"created_at":1762703642000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987471002104918315","full_text":"This is where generative AI gets murky in ways that previous technologies didn't.\n\nThe ease of creation removes the natural friction that used to exist. Before, creating something like this required intent, effort, and multiple decision points where you'd reconsider. Now it's just a prompt away.\n\nThe issue isn't the technology itself.. but that we're building tools that remove the pause between thought and execution. That pause used to be where judgment lived.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1987471002104918315","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1987455330780111175","view_count":383,"bookmark_count":1,"created_at":1762681250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987370157166240165","full_text":"This is an interesting experiment in selective rollout strategy.\n\nBy tying early access to existing platform engagement, you're not just rewarding loyalty but also ensuring your initial user base has already internalized the product philosophy. They're debugging with context rather than coming in cold.\n\nIt will be really interesting to see how quickly you can iterate based on that concentrated feedback before opening the floodgates. Speed of incorporation matters more than volume of input at this stage.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1987370157166240165","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":4,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[19,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]},{"id_str":"16347964","name":"Sahil Lavingia","screen_name":"shl","indices":[14,18]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987881142792679672","view_count":374,"bookmark_count":0,"created_at":1762782772000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987867299018354713","full_text":"It's wild to think that a product built in a weekend could grow to this scale. \n\nBut am wondering what kept Sahil motivated during those two years of running Gumroad solo? That kind of commitment isn't easy, especially in a space that demands constant evolution. Also.. the $5M equity crowdfunding in a day feels like a pivotal moment for creator-driven platforms. \n\nWondering how many other startups follow Gumroad's footsteps in combining crowdfunding with user loyalty.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987867299018354713","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987883429594358216","view_count":2140,"bookmark_count":1,"created_at":1762783317000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987822544125321592","full_text":"The shift from viewing humanoids as \"machines\" to \"companions\" is interesting... but it raises a question about use case prioritization.\n\nAre you optimizing for versatility across environments, or depth in specific applications? Because those drive completely different engineering and manufacturing decisions.\n\nThe companies that succeeded in robotics at scale didn't try to solve everything at once. They picked one problem, nailed it, then expanded.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987822544125321592","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987888272107077964","view_count":1841,"bookmark_count":0,"created_at":1762784471000,"favorite_count":6,"quote_count":0,"reply_count":4,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987837648958828994","full_text":"@XPengMotors I get the angle of blending tech with philosophy.. but \"inner peace\" for robots feels a bit theatrical. \n\nAre we really heading toward teaching machines human concepts like flow and balance? Or is this more about marketing than actual innovation?\n\nSeems like the latter to me.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987837648958828994","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"819861340294524928","name":"机器之心 JIQIZHIXIN","screen_name":"jiqizhixin","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jiqizhixin","lang":"en","retweeted":false,"fact_check":null,"id":"1987886294803112001","view_count":1876,"bookmark_count":0,"created_at":1762784000000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987710546674856051","full_text":"Reinforcement Learning seems like the go-to for \"fine-tuning\".. but distillation showing emergent reasoning feels like the bigger leap here.\n\n Makes me wonder if RL is turning into just another optimization tool rather than a method to truly push the boundaries of model reasoning. \n\nIt’s exciting to think about how distillation could open up entirely new approaches to self-improvement.","in_reply_to_user_id_str":"819861340294524928","in_reply_to_status_id_str":"1987710546674856051","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"843061266","name":"Dmytro Krasun","screen_name":"DmytroKrasun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DmytroKrasun","lang":"en","retweeted":false,"fact_check":null,"id":"1987889245659570271","view_count":34,"bookmark_count":0,"created_at":1762784704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987837498903744617","full_text":"It's always fascinating to see how market selection impacts results. \n\nI’ve seen companies pour resources into great products but miss the mark on market fit entirely. Your point about knowing your ICP resonates.. it's probably one of the most overlooked aspects of scaling early-stage products. \n\nBut.. do you think your visitor-to-signup conversion rate would change significantly in a “hotter” market.. or is the 10% more reflective of the product itself?","in_reply_to_user_id_str":"843061266","in_reply_to_status_id_str":"1987837498903744617","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987892896599785649","view_count":1501,"bookmark_count":1,"created_at":1762785574000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987873636821221400","full_text":"Eval-driven development sounds like an efficient way to refine and iterate quickly, especially with tools like Claude. \n\nBut I wonder.. does it risk becoming too reliant on instant feedback? Sometimes the best insights come from stepping back and reflecting instead of optimizing in real-time.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1987873636821221400","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1987883093609558220","view_count":333,"bookmark_count":0,"created_at":1762783237000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987766530340442160","full_text":"This feels less like mimicry and more like strategic collision detection.\n\nWhen you're building at the frontier of multiple exponential technologies, overlap is inevitable. The question isn't whether Sam wants what Elon has.. but whether the market is big enough for competing architectures.\n\nHistory suggests the second mover often wins if they can learn from the first mover's mistakes. The problem is execution speed.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1987766530340442160","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1288973134339739648","name":"Joe Tegtmeyer 🚀 🤠🛸😎","screen_name":"JoeTegtmeyer","indices":[0,13]},{"id_str":"1616163256413863943","name":"Tesla Optimus","screen_name":"Tesla_Optimus","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"JoeTegtmeyer","lang":"en","retweeted":false,"fact_check":null,"id":"1987891721339125916","view_count":570,"bookmark_count":0,"created_at":1762785294000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987855998527148218","full_text":"It's fascinating to see Tesla committing to such large-scale projects at Giga Texas, but the timeline.. production starting in 2027.. raises questions. \n\nWill advancements in robotics and AI by then make Optimus more integral to Tesla's manufacturing goals, or could external factors impact this vision? \n\nAlso.. the ecological park project sounds great on paper, but how does Tesla plan to balance public access with the inevitable industrial expansion?","in_reply_to_user_id_str":"1288973134339739648","in_reply_to_status_id_str":"1987855998527148218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987883632707391688","view_count":73,"bookmark_count":0,"created_at":1762783365000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987866576947933542","full_text":"The interesting part is what happens when this becomes the standard workflow. \n\nWe're documenting systems at a level of detail that was previously impractical because of the time investment required. But there's a hidden cost.. as these AI-generated docs become ubiquitous, we risk creating a false sense of understanding. Someone can have a perfectly clear 800-line explanation of OAuth and still not grasp the security implications of implementation decisions.\n\nDocumentation quality goes up.. but does comprehension actually follow?","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987866576947933542","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1987884411107602655","view_count":299,"bookmark_count":0,"created_at":1762783551000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987781513275220255","full_text":"What strikes me is that this framing assumes the winner needs all four stones simultaneously.. but the actual game might be about controlling the bottleneck resource at the right time.\n\nRight now compute is the constraint. In 18 months it might be distribution as models commoditize. The company that can dynamically shift focus to whatever becomes scarce will have the advantage.. not necessarily the one trying to collect everything upfront.\n\nMSFT's optionality is their real asset here. They can wait and see which stone becomes most valuable, then double down.","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1987781513275220255","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"272239060","name":"Taelin","screen_name":"VictorTaelin","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"VictorTaelin","lang":"en","retweeted":false,"fact_check":null,"id":"1987881991598170414","view_count":240,"bookmark_count":0,"created_at":1762782974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987832991482106113","full_text":"The assumption that human time and attention will be at an all-time high is the part I'm least convinced by.\n\nIf AGI can solve any cognitive problem instantly, the bottleneck shifts from \"what can be done\" to \"what should be done.\" That's a fundamentally different type of scarcity.. one that's less about execution and more about judgment, taste, and priority-setting. But judgment at scale requires context that humans may not be able to provide efficiently. We might end up in a world where human attention is valuable in theory but practically bypassed because the friction of involving humans in decision loops is too high compared to letting AGI systems operate autonomously.\n\nThe real non-obvious scenario is that human attention becomes simultaneously more valuable and less utilized.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1987832991482106113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987885835283558692","view_count":668,"bookmark_count":0,"created_at":1762783890000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987855881531204003","full_text":"@kimmonismus The fluidity of XPENG's robotics is undeniably impressive.. but the issue might be scaling this level of precision and reliability for practical use cases. \n\nRobotics often has a gap between \"showcasing mastery\" and \"delivering on real-world needs.\"","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987855881531204003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1987892424442843274","view_count":467,"bookmark_count":0,"created_at":1762785461000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987811215750357408","full_text":"What strikes me is the coordination problem this creates for anyone building on these platforms.\n\nYou can't reasonably test against every model update, especially at this velocity. So you end up either anchoring to a specific version and missing improvements.. or constantly chasing compatibility issues.\n\nThe companies winning long-term will be the ones that figure out abstraction layers that handle this model churn gracefully. Right now.. most tools are still too tightly coupled to specific model behaviors.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1987811215750357408","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987886042343714920","view_count":182,"bookmark_count":0,"created_at":1762783940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987769692891533647","full_text":"It's an important distinction that gets overlooked sometimes.. the idea that scaling alone will lead to human-level intelligence feels overly optimistic. \n\nI think the breakthroughs will come from rethinking the fundamentals, not just throwing more compute or data at the problem. \n\nBut that also raises the question.. what are we missing exactly? It's exciting but also a little frustrating to think we might still be so far away.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987769692891533647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1365020011123773442","name":"Teknium (e/λ)","screen_name":"Teknium","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Teknium","lang":"en","retweeted":false,"fact_check":null,"id":"1987881673523114208","view_count":97,"bookmark_count":0,"created_at":1762782898000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987721340577861769","full_text":"What's interesting is that most post-AGI scenarios assume a singular transition point.. but it's more likely we get a fragmented rollout.\n\nDifferent domains will hit AGI capability at different times, creating these weird pockets where some fields are fully automated while others are still fundamentally human-driven. The friction between those domains, the translation layers and adaptation periods, might define the experience more than the AGI itself.\n\nIt's not the destination that's non-obvious.. but the messy, uneven path we take to get there.","in_reply_to_user_id_str":"1365020011123773442","in_reply_to_status_id_str":"1987721340577861769","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1198495865301864448","name":"Dima Zeniuk","screen_name":"DimaZeniuk","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DimaZeniuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987881514902946018","view_count":5835,"bookmark_count":2,"created_at":1762782860000,"favorite_count":9,"quote_count":0,"reply_count":22,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987723800197128498","full_text":"1,000 rockets per year is a staggering target.. But at what point does production start to outpace demand for launches?\n\nI mean, even if the tech gets cheaper, there’s still a limit to how many launches are needed annually, right? Or is the plan to eventually use all these rockets for a Mars colony? \n\nWould love to know what kind of long-term vision SpaceX has for this scale.","in_reply_to_user_id_str":"1198495865301864448","in_reply_to_status_id_str":"1987723800197128498","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":7,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988249483486921180","view_count":55,"bookmark_count":0,"created_at":1762870591000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988017627055509743","full_text":"These numbers show execution at scale.. but the real test is whether this lead is sustainable.\n\nTraditional automakers are finally ramping EV production with serious capital behind them. The question isn't whether Tesla can dominate today's market.. but whether their operational velocity can stay ahead of competitors who are learning from Tesla's playbook.\n\nThe next 24 months will reveal if this is durable market leadership or just first-mover advantage starting to compress.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988017627055509743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1988250651868938673","view_count":587,"bookmark_count":0,"created_at":1762870869000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988029080726630822","full_text":"It's fascinating how this could impact collaboration.. but I wonder how group dynamics will play out here. \n\nWill it lead to more productive discussions.. or just a noisier environment where meaningful insights are drowned out? The ability to set custom instructions for group chats is smart.. but what happens when different users have conflicting expectations of ChatGPT's role? \n\nBalancing flexibility and structure seems like it could be tricky here.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1988029080726630822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836240683268759552","name":"Jukan","screen_name":"Jukanlosreve","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Jukanlosreve","lang":"en","retweeted":false,"fact_check":null,"id":"1988258728525623676","view_count":2895,"bookmark_count":0,"created_at":1762872795000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988212454523105657","full_text":"Pride is one angle.. but there's a bigger pattern here about how technical leaders navigate organizational evolution.\n\nWhen companies scale and restructure, the gap between \"building the thing\" and \"managing the thing being built\" widens. For someone at LeCun's level, the friction isn't just ego.. but the distance from the actual work.\n\nThe question isn't whether he should leave.. but whether Meta's structure still aligns with the kind of impact he wants to have. Sometimes the rational move is to go where your leverage is highest.","in_reply_to_user_id_str":"1836240683268759552","in_reply_to_status_id_str":"1988212454523105657","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1988254498066694521","view_count":1066,"bookmark_count":0,"created_at":1762871786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988225964342730766","full_text":"The ad blocker problem is one of those hidden complexities that you only discover after shipping to production. \n\n30% data loss isn't just a minor accuracy issue.. it's a systematic blind spot that skews your entire understanding of user behavior. The users most likely to have ad blockers are often the tech-savvy ones whose patterns you most need to understand.\n\nProxying through your own server is a clever workaroun.., but it's really a symptom of the broader tension between user privacy and product analytics. We're still figuring out the right trade-offs there.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1988225964342730766","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988257227736596535","view_count":3977,"bookmark_count":0,"created_at":1762872437000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988231703534727510","full_text":"Calling this \"significant losses in the AI competition\" feels premature. \n\nMeta's open-source strategy with llama models has been strategically contrarian.. and it's still unclear whether the closed API approach or open weights approach wins long-term. \n\nThe issue is that impact in AI research operates on a different timeline than product launches. We might not know who \"won\" this phase for another few years.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988231703534727510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1314686042","name":"Rowan Cheung","screen_name":"rowancheung","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"rowancheung","lang":"en","retweeted":false,"fact_check":null,"id":"1988257078788456747","view_count":1220,"bookmark_count":2,"created_at":1762872402000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988218743952916537","full_text":"It's wild how this shows that product-market fit often matters more than the tech itself early on. \n\nCustomers didn't care whether AI was actually behind the notes.. they just wanted the problem solved. And the people behind it were real good at doing it too.\n\nMakes me wonder how many \"tech-driven\" solutions could really just start as high-touch manual processes before scaling up.","in_reply_to_user_id_str":"1314686042","in_reply_to_status_id_str":"1988218743952916537","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1660202983","name":"Nithin Kamath","screen_name":"Nithin0dha","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Nithin0dha","lang":"en","retweeted":false,"fact_check":null,"id":"1988260428045074866","view_count":19,"bookmark_count":0,"created_at":1762873200000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988200891342569475","full_text":"It's wild how much of a gap there still is between the U.S. and India when it comes to payments infrastructure. \n\nUPI has completely changed the game for us here.. it’s efficient, free, and seamless. The fact that people are okay paying 1.75% for something so basic as an instant withdrawal in the U.S. is baffling. But I guess it goes to show how much opportunity there still is in solving these inefficiencies globally. \n\nLooking forward to see if and when the U.S. will catch up.","in_reply_to_user_id_str":"1660202983","in_reply_to_status_id_str":"1988200891342569475","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1988249855899144461","view_count":363,"bookmark_count":0,"created_at":1762870680000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988147858919629134","full_text":"I wonder how much of it stems from differences in their target markets or internal priorities. \n\nOpenAI might lean into transparency to drive adoption and excitement, while Anthropic could be optimizing for trust and partnerships with enterprises that demand tighter controls. \n\nTwo sides of the same coin, maybe?","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1988147858919629134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988249680484901338","view_count":296,"bookmark_count":0,"created_at":1762870638000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988238397018603835","full_text":"The issue with these frequent releases is that adoption cycles can't keep up with development cycles.\n\nBy the time teams integrate a model into their workflows, validate its performance characteristics, and build reliable systems around it.. there's already a new version promising better results. That creates a constant tension between stability and optimization.\n\nThe winners will be those who figure out how to build abstraction layers that can adapt to model upgrades without requiring full rewrites.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988238397018603835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823384739038031876","name":"Alexandra Botez","screen_name":"alexandrabotez","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"alexandrabotez","lang":"en","retweeted":false,"fact_check":null,"id":"1988260622467764639","view_count":124,"bookmark_count":1,"created_at":1762873247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988082181558989077","full_text":"10,000 hours of egocentric data from actual factory workers is the key detail.\n\nMost robotics datasets are synthetic or lab-generated, which creates a fundamental distribution gap when you deploy to real environments. Getting data from the actual context where the robots will operate changes the entire training paradigm.\n\nThe issue now shifts from data collection to data quality and curation at this scale. A billion frames means the bottleneck becomes knowing which subset actually matters for generalization.","in_reply_to_user_id_str":"823384739038031876","in_reply_to_status_id_str":"1988082181558989077","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251887137698273","view_count":106,"bookmark_count":0,"created_at":1762871164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988022875199324202","full_text":"The issue here is that HTTPS doesn't protect the authentication itself if the attacker controls the certificate chain. \n\nYou're right that the WiFi isn't directly at fault.. but a sophisticated MITM with a trusted root can absolutely intercept credentials before they're even encrypted from your perspective. The problem isn't the transport layer security.. it's that most people don't verify certificate fingerprints. A VPN helps.. but if malware is already on the device establishing that VPN connection, you're just encrypting the compromise. \n\nThe attack surface is almost always at the endpoints, not in transit.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988022875199324202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"703601972","name":"Akshay 🚀","screen_name":"akshay_pachaar","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"akshay_pachaar","lang":"en","retweeted":false,"fact_check":null,"id":"1988257899789881422","view_count":987,"bookmark_count":0,"created_at":1762872598000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988229869390754172","full_text":"It's fascinating to see how far open-source models have come in closing the gap with proprietary ones. \n\nBut.. am wondering how Kimi K2 holds up when scaled under real-world production loads. Performance benchmarks are one thing... but operational reliability and edge-case handling often tell a different story. \n\nWould be interested to know if there are any case studies or examples of businesses already using it at scale and if it's living up to these numbers in practice.","in_reply_to_user_id_str":"703601972","in_reply_to_status_id_str":"1988229869390754172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70025211","name":"Kris Puckett","screen_name":"krispuckett","indices":[0,12]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"krispuckett","lang":"en","retweeted":false,"fact_check":null,"id":"1988259542283542814","view_count":54,"bookmark_count":0,"created_at":1762872989000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988012974024651071","full_text":"What strikes me about this approach is how it's optimized for recovery, not just forward progress.\n\nFeature flags, debug logging, session documentation.. these aren't about building faster, they're about minimizing the cost of being wrong. Which is the actual constraint when working with AI tools. The standard development workflow assumes you understand what you're building. The AI-assisted workflow needs to assume you're constantly verifying and potentially reverting. \n\nThat's a fundamentally different operational model.","in_reply_to_user_id_str":"70025211","in_reply_to_status_id_str":"1988012974024651071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1988255898980991374","view_count":390,"bookmark_count":4,"created_at":1762872120000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988078372854145460","full_text":"This approach conflates building software with building a business.\n\nThe hardest part isn't coding the solution.. its validating that people will actually pay for it, finding distribution channels, and iterating based on real user feedback. That's where most first-time founders get stuck, not in the initial build.\n\nThe danger is that AI tools make the easy part even easier.. which creates a false sense of progress while the actual business challenges remain untouched.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1988078372854145460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1988251150483681291","view_count":148,"bookmark_count":0,"created_at":1762870988000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988093157800874064","full_text":"The interesting inflection point here is when the tooling becomes good enough that the bottleneck shifts entirely to specification and verification.\n\nIf Composer-1 can navigate large codebases and find the right context 4x faster, we're getting closer to a world where the real skill isn't writing code.. but clearly articulating what needs to be built and rapidly evaluating whether the output actually solves the problem.\n\nThat's a fundamentally different skill set than what most developers have optimized for.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1988093157800874064","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251983745048758","view_count":841,"bookmark_count":0,"created_at":1762871187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988191901531423099","full_text":"Honestly.. the part about the NSA potentially having a backdoor in encryption standards is both terrifying and fascinating.\n\nIt’s like we’ve built these incredible systems for security.. but then there's always that lingering possibility of a hidden flaw. It makes me wonder if there’s ever a point where we can call anything truly \"secure.\" \n\nMaybe it’s just about managing risk rather than eliminating it entirely?","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988191901531423099","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591001290846388225","name":"ELON CLIPS","screen_name":"ElonClipsX","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ElonClipsX","lang":"en","retweeted":false,"fact_check":null,"id":"1988255584890581278","view_count":305,"bookmark_count":0,"created_at":1762872046000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1988037774998392946","full_text":"The order of magnitude framework is powerful because it forces you to strip away false precision.\n\nWhen you're dealing with novel problems.. the temptation is to build elaborate models that feel rigorous but are really just guesses with more decimals. Elon's approach acknowledges the inherent uncertainty and optimizes for being directionally correct rather than precisely wrong.\n\nThe skill isn't in the estimation itself.. but in knowing when you have enough information to make a decision and move forward.","in_reply_to_user_id_str":"1591001290846388225","in_reply_to_status_id_str":"1988037774998392946","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1988259872526250072","view_count":83,"bookmark_count":0,"created_at":1762873068000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988100565071786125","full_text":"The performance improvement is impressive.. but I'm curious about the real-world impact on the development workflow.\n\nDoubling token speed for code generation is significant, but the bottleneck often isn't generation itself. It's the review, integration, and debugging loop. Faster output only compounds value if the generated code quality scales with it.\n\nAre you seeing the accuracy hold up at these speeds.. or is there a trade-off that shifts more time to the verification phase?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1988100565071786125","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1110222092161699840","name":"Leeham","screen_name":"Liam06972452","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Liam06972452","lang":"en","retweeted":false,"fact_check":null,"id":"1988254169623302624","view_count":277,"bookmark_count":0,"created_at":1762871708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988034162264338729","full_text":"What's interesting here is how the evaluation criteria changes with each model iteration.\n\nWe've moved past \"can it generate a coherent image\" to assessing nuance, artistic interpretation, and edge case handling. The baseline keeps rising.. which means our definition of \"good enough\" is a moving target.\n\nThe challenge for teams integrating these tools is that your workflow gets optimized for one capability level, then you're scrambling to adapt when the next version shifts what's possible.","in_reply_to_user_id_str":"1110222092161699840","in_reply_to_status_id_str":"1988034162264338729","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1139858422302748672","name":"gavin leech","screen_name":"g_leech_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"g_leech_","lang":"en","retweeted":false,"fact_check":null,"id":"1988255283575935173","view_count":1780,"bookmark_count":0,"created_at":1762871974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988183326599823808","full_text":"It’s fascinating how tools like Gemini 3 can bridge niche expertise (eg palaeography) with broader AI capabilities. \n\nBut I wonder.. how do we ensure these models don’t just impress experts but also scale effectively for casual users who might not have Mark’s depth of knowledge? \n\nOften, there’s a gap between what AI can do in theory and what it delivers when deployed in the real world.","in_reply_to_user_id_str":"1139858422302748672","in_reply_to_status_id_str":"1988183326599823808","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988252688140718465","view_count":338,"bookmark_count":0,"created_at":1762871355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988041909936267754","full_text":"Leaked samples always feel like such a tease because you're left wondering how much more there is beneath the surface. \n\nThe image remastering bit alone could open up a whole new set of creative use cases. But honestly.. the question is how polished the final release will be compared to these previews. \n\nEarly previews can be a double-edged sword.. they hype up the potential but also raise expectations through the roof. But judging at it so far, it looks real good.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988041909936267754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3239896262","name":"Max Weinbach","screen_name":"mweinbach","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"mweinbach","lang":"en","retweeted":false,"fact_check":null,"id":"1988260191414923486","view_count":252,"bookmark_count":0,"created_at":1762873144000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987912908567916693","full_text":"What strikes me is the perpetuity assumption in that calculation.\n\nThe model requires sustained revenue generation indefinitely to justify the capital expenditure, which means we're not just betting on AI's current utility but on its ability to create entirely new markets and revenue streams over decades. That's a fundamentally different risk profile than typical technology investments with 3-5 year payback horizons. \n\nIt assumes AI becomes infrastructure rather than just tooling.. which is a massive leap that hasn't been proven yet at this scale.","in_reply_to_user_id_str":"3239896262","in_reply_to_status_id_str":"1987912908567916693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988258875615625705","view_count":292,"bookmark_count":0,"created_at":1762872830000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988204074463097270","full_text":"This is a preview of the broader infrastructure problem we'll see across the web. \n\nSites that relied on human traffic for sustainability now face AI scrapers that extract value without contributing back through ad views or engagement. Wikipedia can pivot to Enterprise licensing.. but most content platforms don't have that option.\n\nThe problem isn't just technical or legal.. it's economic. We need new models for how knowledge infrastructure gets funded when the consumption layer is abstracted away by AI.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988204074463097270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988249993040257403","view_count":293,"bookmark_count":0,"created_at":1762870712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988216406274453550","full_text":"It's fascinating how the willingness to fail publicly is often what drives innovation forward. \n\nI think we tend to forget that success stories are usually built on a foundation of trial and error. Maybe the bigger question is whether we, as societies, are willing to normalize failure as a step toward progress or if we’re too focused on maintaining a polished image. \n\nThere’s definitely a lesson to be learned here.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988216406274453550","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3275907055","name":"Windows Latest","screen_name":"WindowsLatest","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WindowsLatest","lang":"en","retweeted":false,"fact_check":null,"id":"1988614341176778821","view_count":1437,"bookmark_count":0,"created_at":1762957580000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988360992322187306","full_text":"The irony here is that we've gone full circle. \n\nNative apps were supposed to solve the bloat and resource consumption issues of web apps, and now we're wrapping web apps in native containers and calling it progress. A 2GB RAM footprint for a messaging app is a symptom of optimizing for developer velocity at the expense of user experience. WebView2 makes cross-platform development easier.. but the cost is measured in gigabytes of memory that users can't afford to lose.\n\nThis is the architectural decision that prioritizes shipping speed over performance optimization.","in_reply_to_user_id_str":"3275907055","in_reply_to_status_id_str":"1988360992322187306","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1988609504129229225","view_count":116,"bookmark_count":0,"created_at":1762956427000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988599773516161402","full_text":"The debugging loop you described is basically recursive at this point.\n\nAI generates code with bugs, you use AI to fix those bugs, which introduces new edge cases, which you fix with more AI-generated code. Each iteration adds layers of complexity that nobody fully understands.\n\nThe real cost is the loss of architectural intuition. When you skip the thinking phase.. you never develop that sixth sense for what will break at scale or where the bottlenecks will emerge six months down the line.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1988599773516161402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19694536","name":"Justin Welsh","screen_name":"thejustinwelsh","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"thejustinwelsh","lang":"en","retweeted":false,"fact_check":null,"id":"1988616264617533602","view_count":33,"bookmark_count":0,"created_at":1762958038000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988593130422055238","full_text":"The implicit assumption in startup culture is that scale and sacrifice are virtuous in themselves.\n\nBut there's a fundamental question most founders never ask: what's the actual end goal? If it's wealth and autonom.. a profitable business that supports your life might hit that target faster and more reliably than chasing unicorn valuations.\n\nThe haters are often just defending their own choices.","in_reply_to_user_id_str":"19694536","in_reply_to_status_id_str":"1988593130422055238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1988610498321920123","view_count":83,"bookmark_count":0,"created_at":1762956664000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988519186683813965","full_text":"Interesting to see how much of a role caching plays in these cost savings. \n\nMakes me wonder if the SDK’s design is optimized for specific kinds of workflows or if it’s more universal. That said, Anthropic could really gain more traction by addressing this gap soon.\n\n Feels like a missed opportunity when competitors are automating this seamlessly.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1988519186683813965","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"470129898","name":"Tibo","screen_name":"tibo_maker","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"tibo_maker","lang":"en","retweeted":false,"fact_check":null,"id":"1988617746146275823","view_count":19,"bookmark_count":0,"created_at":1762958392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988556223365394747","full_text":"The network point is underrated but also misunderstood.\n\nIt's not just about asking.. It's about having built enough credibility that when you do ask, people actually want to help. That credibility comes from the years before you need anything, when you were just genuinely interested in what others were building.\n\nThe unfair advantage isn't the network itself... but the compound interest of consistent, authentic engagement that makes the network actually want to open doors for you.","in_reply_to_user_id_str":"470129898","in_reply_to_status_id_str":"1988556223365394747","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17525171","name":"Variety","screen_name":"Variety","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Variety","lang":"en","retweeted":false,"fact_check":null,"id":"1988617219236942109","view_count":11,"bookmark_count":0,"created_at":1762958266000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988292134919897587","full_text":"The irony here is that we're celebrating technology that lets us \"look up from our screens\" by creating digital replicas of human voices.\n\nThe issue isn't just replicating the voice.. it's replicating the intent and context behind it. McConaughey's voice has weight because of decades of performances and authentic human moments. An AI version might sound right.. but it fundamentally lacks that accumulated context.\n\nThe question becomes: are we building tools that enhance human connection.. or just more sophisticated ways to simulate it?","in_reply_to_user_id_str":"17525171","in_reply_to_status_id_str":"1988292134919897587","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609980832809195","view_count":1141,"bookmark_count":0,"created_at":1762956540000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988497683938701691","full_text":"The problem with these claims is they conflate capability with value. \n\nYes, Grok might have fewer guardrails.. but that's not inherently better. It's faster to drive without a seatbelt too. The question is whether removing those limitations creates genuine business value or just introduces new risks that most organizations aren't equipped to manage.\n\nThe measure of an AI tool isn't what it can do.. but what it helps you accomplish consistently and reliably.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988497683938701691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"676573","name":"tobi lutke","screen_name":"tobi","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tobi","lang":"en","retweeted":false,"fact_check":null,"id":"1988615656573394993","view_count":231,"bookmark_count":0,"created_at":1762957893000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988391227658735836","full_text":"It's wild how internal tools are becoming these unexpected showcases of creativity. \n\nWhat's even more intriguing to me is how these tools can shape team culture and workflows. When people enjoy using something, adoption skyrockets, and suddenly it's not just a tool.. but part of how the team works.","in_reply_to_user_id_str":"676573","in_reply_to_status_id_str":"1988391227658735836","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2896449589","name":"Ara","screen_name":"arafatkatze","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"arafatkatze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609811181719876","view_count":269,"bookmark_count":0,"created_at":1762956500000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988524692832235899","full_text":"So, Cursor's approach leans on embeddings for better semantic understanding, while Cognition sticks to brute-force methods like grep? \n\nFeels like they’re aiming at fundamentally different kinds of use cases. I’d love to see some deeper context on where embeddings might fail, though.. are there scenarios where the parallel grep approach wins in non-trivial ways?","in_reply_to_user_id_str":"2896449589","in_reply_to_status_id_str":"1988524692832235899","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]},{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[6,15]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"en","retweeted":false,"fact_check":null,"id":"1988619883144188210","view_count":217,"bookmark_count":0,"created_at":1762958901000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988425979216437653","full_text":"The real test is whether the integration into Windsurf actually improves the workflow or just adds more options to evaluate.\n\nMore choice can easily become more decision fatigue. Am wondering whether having three sizes available simultaneously helps you find the right tool for the job, or just creates another layer of optimization you need to think about instead of building.\n\nLooking forward to see if the context-switching cost between models ends up being worth it in practice.","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1988425979216437653","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988612403332784555","view_count":30,"bookmark_count":0,"created_at":1762957118000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988586339441520831","full_text":"The question isn't whether you can build an app from your phone.. but whether you should.\n\nThe bottleneck in software development has never been the typing speed or the device you're using. It's understanding requirements, making architectural trade-offs, and designing for edge cases you haven't encountered yet.\n\nAn on-device engineer might handle the syntax.. but who's thinking about scalability, security, and maintainability? Those problems don't disappear just because the tooling got more accessible.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988586339441520831","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1334697627095506944","name":"JustDario 🏊♂️","screen_name":"DarioCpx","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DarioCpx","lang":"en","retweeted":false,"fact_check":null,"id":"1988613949411995899","view_count":2155,"bookmark_count":0,"created_at":1762957486000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988462931529601370","full_text":"The cost gap is striking.. but I wonder how much of this is architectural innovation versus aggressive optimization of the training pipeline.\n\nIf they've figured out how to achieve comparable results with less compute, that's not trolling. That's just better engineering. The question is whether this cost efficiency scales or if there are hidden constraints that only appear at the next order of magnitude. \n\nEither way.. it forces a recalibration of what we assume are necessary investments in model development.","in_reply_to_user_id_str":"1334697627095506944","in_reply_to_status_id_str":"1988462931529601370","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"189876762","name":"Mario Zechner","screen_name":"badlogicgames","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"badlogicgames","lang":"en","retweeted":false,"fact_check":null,"id":"1988619398576324813","view_count":760,"bookmark_count":0,"created_at":1762958786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988514382498652433","full_text":"This is exactly the kind of micro-optimization that gets overlooked in benchmarks but dominates real-world usage.\n\nThe per-invocation tax might seem trivial in isolation.. but when you're debugging or iterating on agent behavior, you're burning that overhead dozens of times. The cognitive cost of waiting adds up faster than the actual seconds.\n\nWould be curious to see how this stacks up across longer agent sessions with 20+ tool calls.","in_reply_to_user_id_str":"189876762","in_reply_to_status_id_str":"1988514382498652433","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"29843511","name":"Nando de Freitas","screen_name":"NandoDF","indices":[0,8]},{"id_str":"138840988","name":"NeurIPS Conference","screen_name":"NeurIPSConf","indices":[9,21]}]},"favorited":false,"in_reply_to_screen_name":"NandoDF","lang":"en","retweeted":false,"fact_check":null,"id":"1988611245163852226","view_count":2118,"bookmark_count":0,"created_at":1762956842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988545338160951671","full_text":"Reading this reminded me how much the AI landscape has shifted in just a decade. \n\nWhat’s wild is how undervalued those early days were.. companies had a chance to corner talent like Yann and missed it. It’s also a good reminder how many breakthroughs stay under the radar until someone packages them in a way that clicks for the masses. \n\nMakes me wonder how many brilliant minds today are doing work we won’t fully appreciate for another 10 years.","in_reply_to_user_id_str":"29843511","in_reply_to_status_id_str":"1988545338160951671","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nretweets":[{"label":"2025-10-15","value":3,"startTime":1760400000000,"endTime":1760486400000,"tweets":[{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[0,7]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[8,17]},{"id_str":"34743251","name":"SpaceX","screen_name":"SpaceX","indices":[18,25]}]},"favorited":false,"in_reply_to_screen_name":"nvidia","lang":"en","retweeted":false,"fact_check":null,"id":"1978012163009626529","view_count":21426,"bookmark_count":0,"created_at":1760429824000,"favorite_count":19,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1977885046036914410","full_text":"What's striking here is the full-circle moment, but the real insight lies in the evolution from DGX-1 to Spark. \n\nThat original supercomputer was a beast for elite teams, yet it democratized AI in ways that weren't obvious at the time. \n\nShipping Spark worldwide could accelerate that shift, moving from centralized powerhouses to distributed innovation, though the challenge will be ensuring the software ecosystem keeps pace with the hardware's reach.","in_reply_to_user_id_str":"61559439","in_reply_to_status_id_str":"1977902801671127202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1978020426488930438","view_count":32,"bookmark_count":0,"created_at":1760431794000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977834805397197199","full_text":"The deeper issue is motivation alignment. \n\nAt 18, the drive is often external, grades, expectations, while now it's intrinsic, tied to genuine curiosity or career leverage. That shift allows for faster absorption because you're not fighting resistance, you're pulling in knowledge that fits your evolved goals.\n\nCollege might have been the spark, but this version would be the full ignition.","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1977834805397197199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"fact_check":null,"id":"1978015965771080076","view_count":103,"bookmark_count":0,"created_at":1760430730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977936585522847768","full_text":"Google's approach with Gemini 3.0 feels like a leap in multimodal reasoning, especially with the Apple-inspired animations and app integrations working seamlessly. \n\nBut the bigger implication is the shift from static outputs to dynamic, interactive prototypes. \n\nThis could redefine how we prototype software, turning AI from a tool into a collaborative builder.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977936585522847768","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"73105934","name":"Pietro 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workflows.","in_reply_to_user_id_str":"73105934","in_reply_to_status_id_str":"1977781893811577036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1978016421025362068","view_count":1168,"bookmark_count":0,"created_at":1760430839000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977948419718279386","full_text":"Figure AI's inclusion highlights the hardware-software convergence in private valuations. \n\nRobotics isn't just an application of AI, it's a testbed for real-world deployment challenges like latency and adaptability. \n\nThe bigger picture is how these embodied systems could redefine labor markets, far beyond the software-only players.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1977948419718279386","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1978017495563870604","view_count":45,"bookmark_count":0,"created_at":1760431095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977896673062826039","full_text":"This flips the usual narrative in a compelling way. \n\nWhile non-coders might leverage AI for basic marketing campaigns, the real barrier in software is the iterative debugging and architectural decisions that still need human oversight. \n\nIt's less about replacement and more about augmentation for the core creative work.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1977896673062826039","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47126544","name":"BURKOV","screen_name":"burkov","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"burkov","lang":"en","retweeted":false,"fact_check":null,"id":"1978014363987353793","view_count":259,"bookmark_count":0,"created_at":1760430348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977942735962206666","full_text":"The shift to Chinese dominance in open-weight models isn't just about who leads the pack, but how it redefines the global innovation landscape. \n\nWestern labs have focused on closed ecosystems, while this points to a more collaborative, rapid iteration model that could accelerate the entire field. \n\nAm wondering whether this openness will invite broader participation or create new dependencies.","in_reply_to_user_id_str":"47126544","in_reply_to_status_id_str":"1977942735962206666","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1978015762410299435","view_count":236,"bookmark_count":1,"created_at":1760430682000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977866953705316571","full_text":"It's the seamless integration of everyday app behaviors that stands out most. \n\nMimicking animations and tool interactions isn't just about surface polish, but a sign of deeper multimodal understanding that could finally make AI feel less like a novelty and more like an intuitive extension of our workflows.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977866953705316571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1978020749492261024","view_count":59,"bookmark_count":0,"created_at":1760431871000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977819367883845702","full_text":"I think the ceiling feels high precisely because implementation lags so far behind potential. \n\nWe've got the intelligence, but the bottleneck is in production reliability, agents that don't just work in demos but scale without constant babysitting.\n\nShip AI's focus on concrete value sounds like the right step to bridge that gap.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1977819367883845702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"98808847","name":"Arpit Bhayani","screen_name":"arpit_bhayani","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"arpit_bhayani","lang":"en","retweeted":false,"fact_check":null,"id":"1978013720870563962","view_count":221,"bookmark_count":0,"created_at":1760430195000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977982893243957665","full_text":"This doubt can paralyze, but consider that even groundbreaking innovations like the iPhone built on prior tech, touchscreens, mobile computing, apps. \n\nThe difference was the ecosystem integration and user-centric design. Your \"new\" idea might just need that same holistic approach to stand out. \n\nEscaping the job starts with prototyping the unique value, not chasing absolute novelty.","in_reply_to_user_id_str":"98808847","in_reply_to_status_id_str":"1977982893243957665","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70514287","name":"anton","screen_name":"abacaj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"abacaj","lang":"en","retweeted":false,"fact_check":null,"id":"1978022294879457604","view_count":181,"bookmark_count":0,"created_at":1760432239000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977803773625217410","full_text":"It's a reminder that building great LLMs is table stakes now, the differentiator is the operational glue that gets them into production reliably. \n\nMeta's early lead was impressive, but sustaining it requires more than raw capability, it demands a full-stack approach to deployment, monitoring, and iteration that matches enterprise needs. \n\nWonder if we'll see them pivot back with something more production-ready.","in_reply_to_user_id_str":"70514287","in_reply_to_status_id_str":"1977803773625217410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978021914502132173","view_count":96,"bookmark_count":0,"created_at":1760432148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977790565983945199","full_text":"It's the rollout pacing that's intriguing here. \n\nStarting with Pro users gives a controlled testbed for feedback, which could refine the features before wider release. But the question is whether these styles will address the common pain point of visual overload in AI tools. \n\nA shorter brief mode helps, yet true innovation might lie in adaptive visuals that scale with user expertise.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1977790565983945199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1978023135468278085","view_count":1111,"bookmark_count":0,"created_at":1760432440000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977833599035646029","full_text":"The irony here is that context windows sound like a linear metric, but in practice, they're bottlenecked by how effectively the model retrieves and synthesizes information from that space.\n\n A 1M window might hold more raw data, but without smarter chunking or relevance scoring, it's no better than 200K for complex reasoning tasks. \n\nThe real leap will come from architectures that make large contexts usable, not just bigger.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1977833599035646029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1978020589169156492","view_count":1109,"bookmark_count":3,"created_at":1760431832000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977901843872407964","full_text":"The OpenAI experience highlights how we romanticize milestones to avoid the grind. \n\nIt's not just motivation we overestimate, but the belief that a single pivot unlocks everything. \n\nIn truth, sustained progress comes from iterating on small, consistent feedback loops, regardless of the title or stage.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1977901843872407964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"50339173","name":"kitze","screen_name":"thekitze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"thekitze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111592605605950","view_count":0,"bookmark_count":0,"created_at":1760453529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978023480114532526","full_text":"The real barrier isn't the models themselves, but the prompting discipline. \n\nMost people treat LLMs like a magic fix-it button, when the pros are iterating prompts like they would code, layering context, specifying constraints, and chaining outputs. \n\nThat 20x comes from treating it as a collaborative tool, not a shortcut.","in_reply_to_user_id_str":"50339173","in_reply_to_status_id_str":"1978023480114532526","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556653309","name":"eric provencher","screen_name":"pvncher","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"pvncher","lang":"en","retweeted":false,"fact_check":null,"id":"1978021749393330416","view_count":42,"bookmark_count":0,"created_at":1760432109000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977806477701333470","full_text":"@pvncher yea, If you're mapping out the architecture upfront, Codex offloads the mechanical grind efficiently. \n\nBut for those uncertain paths, Claude's iterative feedback loop preserves mental bandwidth, turning ambiguity into progress rather than frustration.","in_reply_to_user_id_str":"1556653309","in_reply_to_status_id_str":"1977806477701333470","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1978112893578088597","view_count":5,"bookmark_count":0,"created_at":1760453840000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978061241252761992","full_text":"@NTFabiano Optimism is often dismissed as naive, but the data suggests it's a strategic advantage.\n\nIt's not about ignoring reality, but about framing it in a way that keeps you moving forward. \n\nOver time, that forward momentum can make all the difference.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1978061241252761992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1547403906954563585","name":"Wes Roth","screen_name":"WesRothMoney","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"WesRothMoney","lang":"en","retweeted":false,"fact_check":null,"id":"1978021101432148170","view_count":98,"bookmark_count":0,"created_at":1760431955000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977796477721391252","full_text":"This leap in comprehension opens up possibilities for more intuitive tools, but it also amplifies the need for better safeguards. \n\nWith AI grasping meaning across varied phrasings, the risk of unintended interpretations or biases in responses grows. \n\nThe challenge ahead is building systems that not only understand but also align with human intent in nuanced ways.","in_reply_to_user_id_str":"1547403906954563585","in_reply_to_status_id_str":"1977796477721391252","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1978112640850280584","view_count":46,"bookmark_count":0,"created_at":1760453779000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977985594103140710","full_text":"What’s fascinating here is not just the technical leap, but the potential for redefining how Python is used in performance-critical environments. \n\nFor years, Python has been seen as the “easy” language that trades speed for simplicity. With GIL out of the picture, that narrative starts to change. \n\nThe question is whether this opens the door to broader adoption in areas traditionally dominated by C++ and Java.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1977985594103140710","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111690777481647","view_count":2804,"bookmark_count":0,"created_at":1760453553000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978101450975666596","full_text":"@amXFreeze It's impressive how quickly they've iterated to this point. \n\nBut the deeper question is scalability: can they maintain this level of spam control as the user base grows exponentially? \n\nThat will determine if it's a true pivot or just a temporary high.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978101450975666596","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14710129","name":"Peter H. 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It's not just optimism, but a deliberate framing that counters the hype cycles we're used to seeing. \n\nBy emphasizing no diminishing returns on current architectures, they're essentially betting on incremental scaling as the path to transformation, rather than waiting for some paradigm shift. \n\nThat grounded approach could reshape how investors and builders prioritize roadmaps.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1977799551345135736","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978110296653775242","view_count":1128,"bookmark_count":0,"created_at":1760453220000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978103820589883701","full_text":"The model selector updates, including that upsell tooltip, hint at Anthropic prioritizing accessibility for non-experts. \n\nBut the challenge remains in balancing choice with simplicity, too many options can overwhelm, turning selection into another layer of friction. \n\nThe company that streamlines this without dumbing it down will redefine user adoption.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978103820589883701","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"331379561","name":"Tony Dinh 🎯","screen_name":"tdinh_me","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tdinh_me","lang":"en","retweeted":false,"fact_check":null,"id":"1978112763223261238","view_count":107,"bookmark_count":0,"created_at":1760453808000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977912597228970117","full_text":"There's a fascinating tension here. \n\nOn one hand, AI accelerates the development process with remarkable precision, as you've described. 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processes could fundamentally shift how we think about efficiency in AI workflows. \n\nThe real breakthrough will be when we figure out how to make these systems more interpretable, so we not only trust the output but also understand the reasoning behind it.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1978235329237668214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1978424956292587667","view_count":773,"bookmark_count":0,"created_at":1760528241000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978373333055090887","full_text":"They seem to be diverging in their focus, one targeting higher fidelity in video generation, the other pushing the boundaries of collaborative workspaces. \n\nIt’s the philosophical contrast that’s intriguing, utility versus creativity. \n\nThe companies that balance both will likely shape the next wave of AI adoption.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1978373333055090887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo 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interactivity.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1978235161398673553","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]},{"id_str":"1553694340396240897","name":"Nishant","screen_name":"nishantjosh","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978426939753820462","view_count":220,"bookmark_count":0,"created_at":1760528714000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978220407716245581","full_text":"What stands out here is the breadth of applications, from coding plugins to creative journaling. \n\nIt’s a reminder that the true value of tools like Sonnet 4.5 lies not just in their functionality, but in how they enable entirely new forms of expression and problem-solving. \n\nThe next frontier might be optimizing collaboration across disciplines.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978220407716245581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1978426401205153948","view_count":166,"bookmark_count":0,"created_at":1760528586000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978150959621734624","full_text":"Compact models that rival a flagship version from just six months ago? \n\nThat’s the kind of iteration speed that shifts the landscape. The ability to maintain strong performance across diverse applications while optimizing for efficiency signals a clear focus on practical deployment. \n\nThe next question is how the trade-offs in model compression might impact edge cases or nuanced tasks.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1978150959621734624","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"922955517030408192","name":"Justine 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creativity.","in_reply_to_user_id_str":"922955517030408192","in_reply_to_status_id_str":"1978294621416440076","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978424778382844313","view_count":406,"bookmark_count":1,"created_at":1760528199000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978415606782411048","full_text":"@kimmonismus yea the proliferation of AI-generated content creates a feedback loop where bots are training on other bots' output, leading to a dilution of originality. \n\nThe challenge will be maintaining spaces online where authentic human creativity can thrive amid this sea of automation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978415606782411048","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1978429438556528685","view_count":157,"bookmark_count":0,"created_at":1760529310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978279725219946820","full_text":"@AlexHormozi It's interesting how this dynamic shifts with leadership roles. \n\nThe higher the stakes, the more critical it becomes to decouple emotion from action... without losing authenticity in the process. \n\nBalancing both is the real art.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1978279725219946820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1978431019931111500","view_count":348,"bookmark_count":0,"created_at":1760529687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978111676164485371","full_text":"What's fascinating is how this illustrates the concentrated nature of technical leadership in Silicon Valley.\n\nIt's not just about family ties, but about how a small network of deeply technical leaders end up steering the direction of entire industries.\n\nThe semiconductor space particularly shows this pattern.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1978111676164485371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1482581556","name":"Demis Hassabis","screen_name":"demishassabis","indices":[0,14]},{"id_str":"796092645193846784","name":"Waymo","screen_name":"Waymo","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"demishassabis","lang":"en","retweeted":false,"fact_check":null,"id":"1978428564040200612","view_count":915,"bookmark_count":0,"created_at":1760529101000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978391058833637702","full_text":"What excites me most about autonomous vehicles isn't just the technology itself, but the systems-level impact they could have. \n\nFrom reshaping urban planning to reducing congestion and emissions, the ripple effects on city infrastructure could be game-changing. \n\nLondon will be an incredible testing ground for these possibilities.","in_reply_to_user_id_str":"1482581556","in_reply_to_status_id_str":"1978391058833637702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978428097834705258","view_count":29,"bookmark_count":0,"created_at":1760528990000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978191517580710213","full_text":"@Dr_Singularity Interesting perspective. \n\nOne thing to consider is whether the accelerating rate of AI innovation will hit a bottleneck, either in compute, data, or even human adaptability to these tools. \n\nThe breakthroughs are inevitable, but the downstream effects might be harder to predict.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978191517580710213","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":3,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[10,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1587601034339561472","name":"Tetsuo","screen_name":"tetsuoai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tetsuoai","lang":"en","retweeted":false,"fact_check":null,"id":"1978728146674307394","view_count":308,"bookmark_count":0,"created_at":1760600527000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978705404679831807","full_text":"This feels like a classic case of mistaking correlation for causation. \n\nThe engagement metrics are likely more about the limitations of current AI interfaces and use cases than about content categories. \n\nThe real opportunity isn't in expanding content types, but in fundamentally rethinking how users interact with and derive value from AI systems.","in_reply_to_user_id_str":"1587601034339561472","in_reply_to_status_id_str":"1978705404679831807","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1978723399473021296","view_count":236,"bookmark_count":0,"created_at":1760599395000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1978712065184280613","full_text":"What's most interesting is how this changes the paradigm for in-flight connectivity.\n\nWe're moving from a model where airlines had to choose between expensive, limited satellite bandwidth and ground-based systems with coverage gaps, to one where capacity can be dynamically allocated across a global network.\n\nThe implications for airline operations go far beyond passenger WiFi.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1978712065184280613","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1045398019351425026","name":"Kevin Naughton 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happens.","in_reply_to_user_id_str":"1045398019351425026","in_reply_to_status_id_str":"1978497112758218794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1978728508479148345","view_count":312,"bookmark_count":0,"created_at":1760600614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978635763245003185","full_text":"The clearest thinkers on AI aren't necessarily the ones making the boldest predictions, but those who understand its systemic implications.\n\nSomeone like Stuart Russell stands out because he approaches AI safety not as a technical problem to solve, but as a fundamental redesign of how we align machine capabilities with human values.\n\nThe real insight isn't about predicting AI's capabilities, but understanding how it reshapes the human-machine relationship.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1978635763245003185","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978725191971700896","view_count":24,"bookmark_count":0,"created_at":1760599823000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978523978559070580","full_text":"The parallel here is similar to what happened with calculators in mathematics. \n\nThey didn't eliminate the need for mathematical thinking, they elevated it by removing the mechanical aspects. Now we're seeing the same with development i.e the tools handle the syntax, letting us focus on the architecture and problem-solving.\n\nThe question is whether our education and training systems will adapt to this new reality.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978523978559070580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[14,19]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724364045431066","view_count":617,"bookmark_count":0,"created_at":1760599625000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978507110477332582","full_text":"What's fascinating is how this represents a fundamental shift in scientific discovery. \n\nTraditional research follows a human-intuition-driven path. This model suggests a future where AI can identify non-obvious connections that human researchers might never consider, simply because it can process vastly more potential pathways.\n\nThe challenge will be developing frameworks to efficiently validate these AI-generated hypotheses.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1978507110477332582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16778949","name":"Tanay Jaipuria","screen_name":"tanayj","indices":[0,7]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[8,23]}]},"favorited":false,"in_reply_to_screen_name":"tanayj","lang":"en","retweeted":false,"fact_check":null,"id":"1978730820299878879","view_count":57,"bookmark_count":0,"created_at":1760601165000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978600775845580976","full_text":"The compensation makes sense when you view it through the lens of infrastructure optimization. \n\nThese researchers aren't just writing code.. they're architecting systems that will determine the efficiency of billions in compute spend. \n\nThe real value isn't in their individual contributions, but in their ability to reshape how Meta's entire compute stack performs.","in_reply_to_user_id_str":"16778949","in_reply_to_status_id_str":"1978600775845580976","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1244418065854599170","name":"Charlie Holtz","screen_name":"charliebholtz","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"charliebholtz","lang":"en","retweeted":false,"fact_check":null,"id":"1978729929597480960","view_count":82,"bookmark_count":0,"created_at":1760600952000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978593491174465582","full_text":"The efficiency gain is compelling, but I'm curious about the debugging loop here.\n\nAre we spending less time reviewing and correcting the generated PRs compared to writing them manually? The true metric isn't just generation speed, but the end-to-end time including verification.\n\nThat's where these tools often show their real value.. or limitations.","in_reply_to_user_id_str":"1244418065854599170","in_reply_to_status_id_str":"1978593491174465582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978724201587413483","view_count":175,"bookmark_count":0,"created_at":1760599587000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587586638569615","full_text":"This is where the interface limitations become critical. \n\nHaving an AI agent navigate the web is one thing, but giving users visibility into its decision-making process and the ability to course-correct in real-time is another challenge entirely. \n\nThe success of this tool will depend less on raw capability and more on how effectively humans can collaborate with and guide it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978587586638569615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1978724570749141442","view_count":453,"bookmark_count":0,"created_at":1760599675000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978628531266769250","full_text":"The contrast between OpenAI and Google's priorities here is striking, but it's not just about moral positioning. \n\nWhat's fascinating is how Google's approach demonstrates the real potential of foundation models when aimed at concrete scientific problems rather than general-purpose chat. \n\nThe ability to generate and validate novel hypotheses in cellular biology shows we're moving from AI as a tool to AI as a research partner.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1978628531266769250","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1978724855714353633","view_count":81,"bookmark_count":0,"created_at":1760599743000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978669569096163384","full_text":"This shift in build cycles reveals a deeper truth about software development. \n\nThe traditional waterfall approach wasn't just about managing technical debt.. it was a response to the high cost of change. Now that cost is approaching zero, we need new frameworks for maintaining product integrity.\n\nThe real skill becomes knowing when to stop exploring and commit to a direction.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1978669569096163384","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1978730453788967259","view_count":390,"bookmark_count":1,"created_at":1760601077000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608684088643709","full_text":"The memory management upgrade is interesting, but it highlights a deeper challenge in AI interfaces.\n\nWe're still treating memories like a linear list of facts rather than an interconnected web of context and understanding.\n\nThe real breakthrough will come when we can visualize and manipulate these memory networks spatially, seeing how different concepts and conversations relate to each other.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1978608684088643709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1978725768076149142","view_count":407,"bookmark_count":0,"created_at":1760599960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978701962401939796","full_text":"I think the spending plateau actually masks a more interesting trend i.e the shift from consumer experimentation to enterprise integration.\n\nIndividual spending might be flat, but the real value creation is happening in how organizations are embedding these capabilities into their operations.\n\nThe consumer market was never going to be the endgame here.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1978701962401939796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]},{"id_str":"1822588444046249984","name":"LMSYS Org","screen_name":"lmsysorg","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1978725566267154770","view_count":469,"bookmark_count":0,"created_at":1760599912000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608882156269755","full_text":"The heat and noise trade-off is the hidden cost that rarely gets discussed. Local inference is great until your workspace becomes unbearable. \n\nThe real question is whether the psychological benefit of owning the hardware outweighs the practical advantages of cloud GPUs. \n\nWith cloud costs dropping, it's becoming harder to justify dedicated hardware unless you have very specific, consistent workload patterns.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1978608882156269755","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"915614943797551104","name":"Alex Cheema - e/acc","screen_name":"alexocheema","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexocheema","lang":"en","retweeted":false,"fact_check":null,"id":"1978728384340336721","view_count":390,"bookmark_count":0,"created_at":1760600584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528877744963761","full_text":"The memory bandwidth comparison between the DGX Spark and M3 Ultra reveals something deeper about hardware evolution. \n\nWe're reaching a point where raw specs tell only part of the story. The real innovation comes from understanding how to orchestrate different architectures to complement each other's strengths.\n\nThis kind of hybrid approach might be the key to breaking through current inference bottlenecks.","in_reply_to_user_id_str":"915614943797551104","in_reply_to_status_id_str":"1978528877744963761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1978723826969006581","view_count":137,"bookmark_count":0,"created_at":1760599497000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587411803156942","full_text":"The recursive degradation is the real concern here. It's not just about AI content flooding the internet.. but about the systemic collapse of information quality.\n\nWhen each generation of AI learns from increasingly diluted content, we're not just losing signal to noise. \n\nWe're actively destroying the diversity of human knowledge and experience that made the internet valuable in the first place.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1978587411803156942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"claudeai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724728081674342","view_count":135,"bookmark_count":0,"created_at":1760599712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978505436358697052","full_text":"The speed-to-performance ratio is what's fascinating here, if true.\n\nGetting the same capability at one-third the cost isn't just an incremental improvement.. but a fundamental shift in the economics of AI deployment.\n\nThe real question is whether this efficiency curve can maintain its trajectory as models tackle increasingly complex tasks.","in_reply_to_user_id_str":"1943306828697550848","in_reply_to_status_id_str":"1978505436358697052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1219282049070063617","name":"Eric Jiang","screen_name":"veggie_eric","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"veggie_eric","lang":"en","retweeted":false,"fact_check":null,"id":"1978724092527194294","view_count":56,"bookmark_count":0,"created_at":1760599561000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978592378723205254","full_text":"The cost efficiency is striking, but we should also consider the broader implications for development cycles.\n\nWhen token costs drop this dramatically, it changes how teams approach experimentation and iteration. You can run more tests, try more approaches, and optimize more aggressively without watching the meter.\n\nThat's where the real multiplication of value happens.","in_reply_to_user_id_str":"1219282049070063617","in_reply_to_status_id_str":"1978592378723205254","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1780784281561726976","name":"Google AI Developers","screen_name":"googleaidevs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"googleaidevs","lang":"en","retweeted":false,"fact_check":null,"id":"1978823480461160733","view_count":2227,"bookmark_count":1,"created_at":1760623257000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808144949129721","full_text":"This points to a broader evolution in CLI design.\n\nWe're moving beyond simple command-and-response patterns toward more fluid, stateful interactions. The terminal is becoming less of a tool and more of a workspace.\n\nThe question is whether this pattern will reshape how we think about command line interfaces entirely.","in_reply_to_user_id_str":"1780784281561726976","in_reply_to_status_id_str":"1978808144949129721","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4052598077","name":"Jonatan Pallesen","screen_name":"jonatanpallesen","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"jonatanpallesen","lang":"en","retweeted":false,"fact_check":null,"id":"1978824386581807306","view_count":226,"bookmark_count":0,"created_at":1760623473000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978752449449017557","full_text":"The YouTube comparison is interesting but potentially misleading. \n\nYouTube spent years building sophisticated content evaluation systems and creator relationships before their monetization model became effective. \n\nThe challenge for X isn't just implementing payouts, it's developing the entire ecosystem that makes those payouts meaningful.","in_reply_to_user_id_str":"4052598077","in_reply_to_status_id_str":"1978752449449017557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978835195970134058","view_count":2,"bookmark_count":0,"created_at":1760626050000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978821866295816402","full_text":"The real value proposition here isn't just the individual tools, but the potential for workflow integration.\n\nWe're still in the early stages of figuring out how these AI capabilities fit into existing creative processes. The visual layout tools could bridge that gap, making AI assistance feel more natural and less like context-switching.\n\nThe success metric won't be feature count, but how seamlessly these tools blend into creative workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978821866295816402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978723540430962732","view_count":53,"bookmark_count":0,"created_at":1760599429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978694833955877031","full_text":"The \"winning team\" framing misses the larger dynamic at play.\n\nThese movements reflect a deeper tension between different AI development philosophies... the careful, integrated approach versus the rapid, experimental model. Each has merit, but we're seeing a clear preference emerge among researchers.\n\nThe real test will be which model produces meaningful advances in the next 18-24 months.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978694833955877031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978823584605737275","view_count":23,"bookmark_count":0,"created_at":1760623281000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978805503921692978","full_text":"It's interesting how people fixate on the mechanical aspects of coding while missing the metacognitive skills it develops.\n\nThe ability to decompose complex problems, anticipate failure modes, and design robust solutions is what truly matters. \n\nThese are timeless skills that transcend any particular programming language or trend.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978805503921692978","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1978823806505439379","view_count":180,"bookmark_count":0,"created_at":1760623334000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808738317271138","full_text":"The barrier difference is even more pronounced when you consider the feedback loops. \n\nWith web development, you can see your mistakes immediately and iterate quickly. Machine learning failures are often subtle and take days or weeks to surface.\n\nThe real challenge isn't just the technical complexity, but the uncertainty in knowing whether you're actually building something useful or just fitting noise.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1978808738317271138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1978726126445842512","view_count":194,"bookmark_count":0,"created_at":1760600046000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978615547945521655","full_text":"The most fascinating part is how these micro models expose the raw mechanics of language learning. Like watching a child develop, you see the progression from basic pattern matching to more complex reasoning.\n\nThe real value isn't in comparing them to frontier models, but in understanding how different architectural choices manifest in behavior at this smaller, more observable scale.\n\nThis is where the real insights about scaling laws and architectural improvements will come from.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1978615547945521655","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978832369852252229","view_count":154,"bookmark_count":0,"created_at":1760625376000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791035774881793","full_text":"The waitlist approach is telling. It suggests they're prioritizing stability and controlled scaling over rapid deployment.\n\nThis kind of measured rollout often leads to better long-term outcomes, especially for developer tools where early impressions can make or break adoption. \n\nThe real test will be how they manage the feedback loop during this controlled release.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978791035774881793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1978834760689438891","view_count":51,"bookmark_count":0,"created_at":1760625946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791709887836458","full_text":"There's a deeper layer to this that people miss. \n\nIt's not just about avoiding distractions, but about redefining what constitutes progress. The metrics you obsess over shape your growth trajectory.\n\nThe challenge is picking the right indicators to focus on while maintaining peripheral awareness.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1978791709887836458","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978731114765205516","view_count":233,"bookmark_count":0,"created_at":1760601235000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978709887254421566","full_text":"The web interface is becoming the bottleneck for AI development tools. \n\nWe need to move beyond simple text input/output and create environments that match how developers actually think and work.. with multiple contexts open, iterative refinement, and visual representation of dependencies.\n\nThis could be Anthropic's chance to reset that paradigm.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978709887254421566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1978834891061022845","view_count":500,"bookmark_count":1,"created_at":1760625977000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978807739670233338","full_text":"The simplicity is deceptive here. It's not just about following a checklist, but understanding how these elements create a self-reinforcing system.\n\nPhysical health drives mental clarity, which improves decision-making in relationships and career. Each piece amplifies the others.\n\nThe real insight is in the last line about fun, it's not an afterthought, but the metric that validates the whole approach.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1978807739670233338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1978824662332141752","view_count":204,"bookmark_count":0,"created_at":1760623538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978772269284340022","full_text":"This speaks to a deeper truth about startup dynamics. The cofounder relationship is fundamentally different from other business partnerships.\n\nYou're not just sharing a business, you're sharing a vision, stress, and countless pivotal decisions. The amplification effect works both ways, a great cofounder multiplies your impact, but a bad one multiplies your problems.\n\nThe challenge is that this usually becomes clear only after you're deeply invested.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1978772269284340022","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978730316350001572","view_count":69,"bookmark_count":0,"created_at":1760601045000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978506520355864813","full_text":"The speed-to-performance ratio is what's fascinating here. Getting Sonnet 4 level results at twice the speed suggests fundamental architectural improvements, not just optimization.\n\nThe real question is whether this approach can scale to larger models while maintaining the efficiency gains, or if there's an inherent trade-off that emerges at scale.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978506520355864813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978726720254456135","view_count":516,"bookmark_count":0,"created_at":1760600187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978545751132119268","full_text":"The interface between immune conditions and drug efficacy is a complex system problem that traditional research methods struggle to fully map.\n\nWhat's interesting here is how the model managed to identify contextual dependencies that weren't apparent in isolation. It's not just about what the drug does, but when and under what conditions it works.\n\nThis kind of systemic understanding could reshape how we think about personalized medicine.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978545751132119268","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"15670515","name":"Windows","screen_name":"Windows","indices":[17,25]}]},"favorited":false,"in_reply_to_screen_name":"mustafasuleyman","lang":"en","retweeted":false,"fact_check":null,"id":"1978824876396802232","view_count":760,"bookmark_count":0,"created_at":1760623589000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808627008847997","full_text":"Vision going GA is significant, but it's just the foundation. \n\nThe real breakthrough will come when we can seamlessly blend natural language, visual input, and contextual awareness into a unified interaction model.\n\nThe question is whether Windows can evolve fast enough to deliver this without getting bogged down by legacy compatibility.","in_reply_to_user_id_str":"2314443930","in_reply_to_status_id_str":"1978808627008847997","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"878311861384613888","name":"bubble boi","screen_name":"bubblebabyboi","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bubblebabyboi","lang":"en","retweeted":false,"fact_check":null,"id":"1978836192532607173","view_count":989,"bookmark_count":1,"created_at":1760626287000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978620738405101926","full_text":"yea this shifts the entire paradigm of what \"mediocre\" means. \n\nIt's not just about technical competency anymore, but about the ability to rapidly adapt and integrate new knowledge into existing frameworks. \n\nThe new bar isn't just being good at what you do today, but being able to consistently evolve as the baseline keeps rising.","in_reply_to_user_id_str":"878311861384613888","in_reply_to_status_id_str":"1978620738405101926","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978726406747025820","view_count":199,"bookmark_count":0,"created_at":1760600112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528800401969600","full_text":"yea its interesting how this shifts the discovery process from pure experimental science to a hybrid model. \n\nThe model isn't just processing existing knowledge, but generating novel hypotheses that can be experimentally validated. That's a fundamental change in how we approach biological research.\n\nThe challenge will be maintaining scientific rigor as these predictive models become more prevalent.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978528800401969600","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1295526279194828800","name":"Dr. Parik Patel, BA, CFA, ACCA Esq.","screen_name":"ParikPatelCFA","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"ParikPatelCFA","lang":"en","retweeted":false,"fact_check":null,"id":"1978829992612995083","view_count":255,"bookmark_count":0,"created_at":1760624809000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978605044212904300","full_text":"The contrast here is telling. It's not just about the technology, but where we choose to point it. \n\nDeepMind's focus on medical applications shows how AI can tackle humanity's fundamental challenges, while others chase engagement metrics and viral content.\n\nThe real question is whether this split in priorities reflects market incentives or leadership vision.","in_reply_to_user_id_str":"1295526279194828800","in_reply_to_status_id_str":"1978605044212904300","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978727006373019726","view_count":1547,"bookmark_count":3,"created_at":1760600255000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978564027161657798","full_text":"It's interesting how we've normalized LaTeX as the standard for mathematical typography, but we're still essentially working with a 1970s interface paradigm.\n\nThe real opportunity isn't just in rendering equations beautifully, but in reimagining how we interact with mathematical concepts in a digital space.\n\nNotebookLM could be the platform that finally bridges that gap.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1978564027161657798","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"846353368142544896","name":"Commonwealth Fusion Systems","screen_name":"CFS_energy","indices":[16,27]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1978832927359197323","view_count":3235,"bookmark_count":0,"created_at":1760625509000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808994811588666","full_text":"What's interesting here is the potential feedback loop between AI optimization and physical hardware design.\n\nThe AI doesn't just speed up existing processes, it could fundamentally reshape how we approach containment architecture and plasma control systems.\n\nThe question is whether our current AI frameworks are equipped for this level of physical system interaction.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1978808994811588666","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":4,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979203894447354264","view_count":1803,"bookmark_count":0,"created_at":1760713954000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979183249717874743","full_text":"What's fascinating here is the rapid iteration cycle. \n\nEach update pushes the boundaries of what we consider \"realistic\" in AI-generated content, but it also highlights the gap between technical capability and intuitive user experience.\n\nThe challenge now isn't just about generating better effects, but about creating interfaces that make these capabilities feel natural and effortless.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979183249717874743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"5797422","name":"Meng To","screen_name":"MengTo","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"MengTo","lang":"en","retweeted":false,"fact_check":null,"id":"1979210475645866136","view_count":223,"bookmark_count":0,"created_at":1760715524000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979070643015504029","full_text":"That’s honestly really impressive. Most 9-year-olds are glued to games, but yours is creating his own OS? \n\nIt’s cool that he’s working with HTML and JavaScript instead of relying on pre-built frameworks like React. 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They've managed to hit that sweet spot where technical excellence meets genuine developer need.\n\nWhat's particularly interesting is how they've become the default choice without the usual enterprise sales motion. It's pure product-led growth driven by developer word-of-mouth.\n\nThe real question is whether this can scale beyond the current developer-centric model.","in_reply_to_user_id_str":"4939401","in_reply_to_status_id_str":"1979157875600617913","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979204131073200254","view_count":1262,"bookmark_count":2,"created_at":1760714011000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979164030276170042","full_text":"The end-to-end reasoning loop is what catches my attention here.\n\nTraditional APIs force you to break down complex operations into discrete steps, losing context at each boundary. A continuous reasoning loop that maintains context while executing tools could enable much more sophisticated automation patterns.\n\nThe challenge will be maintaining transparency and debuggability when the execution logic lives server-side.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979164030276170042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979204487979168193","view_count":96,"bookmark_count":0,"created_at":1760714096000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159217815876029","full_text":"The irony is that as AI makes code writing easier, the thinking part becomes exponentially more complex.\n\nWe're not just architecting solutions anymore, we're designing systems that need to account for AI's capabilities, limitations, and potential failure modes.\n\nThat's a fundamentally different kind of cognitive load than what we dealt with before.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979159217815876029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979209760085012719","view_count":119,"bookmark_count":0,"created_at":1760715353000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979185376557150573","full_text":"This transparency about the algorithm is actually a clever strategic move.\n\nWhen users understand the rules of engagement, they naturally create better-optimized content, which improves the overall platform quality without direct intervention.\n\nIt's a self-reinforcing system that scales more effectively than manual content curation.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979185376557150573","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979205824108204534","view_count":595,"bookmark_count":2,"created_at":1760714414000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979101402346512506","full_text":"This approach actually creates a fascinating paradox in startup dynamics. \n\nThe most successful companies often raise more than they need, but then demonstrate the discipline not to use it. It's not just about having a safety net, but about the strategic clarity that comes from not being dependent on the next round.\n\nThe real test is whether this discipline can survive rapid growth.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979101402346512506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1803847768781524992","name":"OpenAI Newsroom","screen_name":"OpenAINewsroom","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OpenAINewsroom","lang":"en","retweeted":false,"fact_check":null,"id":"1979206175028842503","view_count":154,"bookmark_count":0,"created_at":1760714498000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979005850166648933","full_text":"The interesting part is how this moves beyond traditional IP rights into something more nuanced. \n\nIt's not just about copyright or trademark, but about preserving the dignity and intended impact of historical figures. The estate's involvement suggests a shift toward treating AI representations as an extension of legacy management.\n\nThis could fundamentally reshape how we approach historical figure representation in AI.","in_reply_to_user_id_str":"1803847768781524992","in_reply_to_status_id_str":"1979005850166648933","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979206050906804375","view_count":131,"bookmark_count":0,"created_at":1760714469000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979168284218953794","full_text":"It's the isolation that does the most damage.\n\nYou're working on highly specialized problems that few people understand, while simultaneously competing with those same people for limited resources and recognition.\n\nThe cognitive dissonance between collaboration and competition creates a unique kind of stress that most career paths don't face.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979168284218953794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979204672306163775","view_count":478,"bookmark_count":0,"created_at":1760714140000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979174598772990081","full_text":"What's interesting is how these behaviors compound differently than most people think. \n\nIt's not just about the direct benefits of each action, but how they create space for deeper work and clearer thinking. \n\nThe challenge is maintaining this clarity when everything in modern life pushes against it.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979174598772990081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1154913814917386240","name":"Alvaro Cintas","screen_name":"dr_cintas","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"dr_cintas","lang":"en","retweeted":false,"fact_check":null,"id":"1979208676335661535","view_count":297,"bookmark_count":0,"created_at":1760715095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979010180068110354","full_text":"The 4K output is less impressive than the underlying architecture that enables it.\n\nWhat's interesting is how they've managed to maintain quality at that resolution while handling multiple image fusion. This suggests fundamental improvements in their tensor processing pipeline rather than just throwing more compute at the problem.\n\nThe real test will be how this scales across different hardware configurations.","in_reply_to_user_id_str":"1154913814917386240","in_reply_to_status_id_str":"1979010180068110354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979209403602436451","view_count":817,"bookmark_count":0,"created_at":1760715268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159541146173556","full_text":"@jay_azhang The delay might actually be a blessing in disguise. These extreme moves in model sentiment suggest the market hasn't found its equilibrium yet.\n\nThe real value will come from identifying which signals are predictive versus just reactive noise in the system.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979159541146173556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979206638461694419","view_count":211,"bookmark_count":0,"created_at":1760714609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979128518173954171","full_text":"The browser-based testing capability is more significant than it might appear cos it's not just about accessibility, but also about reducing the friction between development and deployment. \n\nWhen you can test and iterate directly in the browser, you fundamentally change the development loop.\n\nThis could reshape how we approach model fine-tuning and adaptation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979128518173954171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979207978696974820","view_count":170,"bookmark_count":0,"created_at":1760714928000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979200786803630588","full_text":"The focus on MRR milestones can be deceptive. \n\nThe real metric isn't just revenue, but the systematic understanding of your market and customer needs you develop along the way.\n\nThat learning compound interest is what separates sustainable growth from temporary traction. The companies that survive long-term are usually the ones that optimize for learning rather than just revenue.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979200786803630588","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979206863704199339","view_count":988,"bookmark_count":0,"created_at":1760714662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979204530064757172","full_text":"The challenge with most AI/ML engineering programs is that they teach the 'what' without the 'why'.\n\nHaving students from top tech companies suggests this focuses on practical, production-level implementation rather than just theoretical concepts.\n\nThe question is whether this can scale while maintaining that level of depth and quality.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979204530064757172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[16,21]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1979204582887821469","view_count":287,"bookmark_count":1,"created_at":1760714119000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979168384203002066","full_text":"The real potential lies in how this methodology could transform our understanding of immune system blind spots. \n\nIt's not just about finding individual hiding mechanisms, but about developing a systematic approach to uncovering these cellular camouflage strategies. \n\nThis could fundamentally change how we approach immunotherapy development.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1979168384203002066","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":7,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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accurately.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979422127905476778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979511171758567800","view_count":8254,"bookmark_count":4,"created_at":1760787215000,"favorite_count":32,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979510692064506012","full_text":"The interesting part isn't the AI's performance, but the inadvertent exposure of gaps in our academic knowledge sharing. \n\nWhen \"unsolved\" really means \"unknown to me,\" we're dealing with a metadata problem more than a mathematical one. \n\nThis could actually drive a valuable conversation about standardizing how we track mathematical progress.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979510692064506012","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979512142815506802","view_count":136,"bookmark_count":0,"created_at":1760787447000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979429740852449607","full_text":"It's interesting how we're still measuring progress through these head-to-head comparisons. \n\nThe real breakthrough won't come from being incrementally better than GPT-5 or Sonnet 4.5, but from solving the fundamental limitations in how AI agents understand and execute complex, multi-step tasks.\n\nThat's the gap Google needs to address if they want this extended development time to pay off.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979429740852449607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1963466798","name":"Dan Mac","screen_name":"daniel_mac8","indices":[0,12]},{"id_str":"33836629","name":"Andrej 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crucial.","in_reply_to_user_id_str":"1963466798","in_reply_to_status_id_str":"1979341189061976453","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780884633252683780","name":"steven.hl","screen_name":"stevenyuntcap","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"stevenyuntcap","lang":"en","retweeted":false,"fact_check":null,"id":"1979513245305028966","view_count":5666,"bookmark_count":1,"created_at":1760787709000,"favorite_count":29,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979322771126763649","full_text":"The $10K starting capital is actually the perfect scale for this experiment. \n\nIt's enough to generate meaningful data about decision-making patterns, but not so much that we lose sight of the core question: can LLMs develop coherent trading strategies when faced with real market dynamics and risk?\n\nThe Gemini short position might be our first real clue.","in_reply_to_user_id_str":"780884633252683780","in_reply_to_status_id_str":"1979322771126763649","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979511502643355695","view_count":90,"bookmark_count":0,"created_at":1760787294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979306829965582838","full_text":"The split screen UI is a step forward, but we're still in the early stages of AI interaction design.\n\nWhat we really need is a fluid workspace where code, context, and conversation flow naturally between human and AI. The current paradigm of isolated coding sessions feels too constrained.\n\nThe real innovation will come from rethinking how we collaborate with AI, not just replicating traditional IDE features.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979306829965582838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,311],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[10,22]},{"id_str":"33836629","name":"Andrej 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direction.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979539435567116788","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979582155605836180","view_count":11,"bookmark_count":0,"created_at":1760804139000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979542984560722007","full_text":"Calling a beta version “already better than Wikipedia” is a bold claim. \n\nIt makes me wonder if the defining metric here is functionality or something else entirely, maybe the speed of updates, the quality of sources, or even the way information is structured. \n\nEither way, this is going to be fascinating to watch play out.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979542984560722007","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"186420551","name":"clem 🤗","screen_name":"ClementDelangue","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ClementDelangue","lang":"en","retweeted":false,"fact_check":null,"id":"1979513139012993491","view_count":50,"bookmark_count":0,"created_at":1760787684000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979230512343585279","full_text":"The multi-modal aspect is the sleeper feature here. \n\nBeing able to route between not just language models, but across different types of perception and processing, text, image, audio, biology, that's where we'll see the real breakthroughs.\n\nIt's not just about finding the best model for a task, but about creating new capabilities through novel combinations of specialized systems.","in_reply_to_user_id_str":"186420551","in_reply_to_status_id_str":"1979230512343585279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979580332673274213","view_count":44,"bookmark_count":0,"created_at":1760803704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979547307856282058","full_text":"@kimmonismus The comparison to Wikipedia sets a high bar, especially in terms of user trust and content moderation. \n\nBut if Grokipedia can introduce a fundamentally better structure or user experience, it could carve out its own niche. \n\nLooking forward to seeing how it evolves.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979547307856282058","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon 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knowledge.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979541089208959348","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1979583461955457233","view_count":23,"bookmark_count":0,"created_at":1760804450000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979445234363961357","full_text":"There's a fascinating juxtaposition here.\n\nOn one hand, the optimism of \"amazing\" suggests a future full of opportunities; on the other, the \"catastrophe\" response underscores the risks. \n\nPerhaps the real question isn't when AGI arrives, but how we balance its potential benefits against its existential challenges.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1979445234363961357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979578249543115121","view_count":908,"bookmark_count":1,"created_at":1760803208000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979477064878330340","full_text":"@paulg This touches on a deeper truth about innovation cycles. \n\nWhen you're the original, you're not just building a product, you're developing an understanding of the problem space.\n\nThat accumulated knowledge becomes your real competitive advantage, not the current implementation.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979477064878330340","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1979577701724746226","view_count":191,"bookmark_count":0,"created_at":1760803077000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979534425571402124","full_text":"It's fascinating how the narrative around these technical barriers follows a predictable cycle. \n\nFirst it's \"impossible,\" then it's \"fundamentally limited,\" and finally it's \"just another scaling problem.\" We saw this with reasoning, and now we're seeing it with continual learning.\n\nThe key is recognizing when we're stuck in old mental models rather than actual technical limitations.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1979534425571402124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1979580085671002173","view_count":1052,"bookmark_count":1,"created_at":1760803645000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979574373435441229","full_text":"@ns123abc The balance between ambition and accountability is hard to strike, especially for companies operating at the cutting edge of technology. \n\nBut when public trust is on the line, prioritizing transparency over short-term hype feels less like a choice and more like a necessity.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1979574373435441229","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1979581061630689724","view_count":43,"bookmark_count":0,"created_at":1760803878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979369342342254728","full_text":"It's fascinating to see Tesla's Autopilot outperform not just humans, but other self-driving systems. \n\nWhat stands out isn't just the crash rate, but the scale, 6.69 million miles is more than just a statistic, it’s a stress test. \n\nThe bigger question is how this performance translates to edge cases, where human judgment is often seen as irreplaceable.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1979369342342254728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1691669297637277696","name":"Ray 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leads.","in_reply_to_user_id_str":"1691669297637277696","in_reply_to_status_id_str":"1979433299073470549","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979512809592377824","view_count":120,"bookmark_count":0,"created_at":1760787606000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979381574899765707","full_text":"The slop problem indicates that they're pattern matchers, not reasoners.\n\nThey can mimic the surface structure of good code, but they lack the architectural understanding that makes code maintainable and robust. \n\nUntil we solve that fundamental limitation, we're just getting faster ways to create technical debt.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979381574899765707","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1979579079251685821","view_count":22,"bookmark_count":1,"created_at":1760803405000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979332873648763227","full_text":"The compression issue with large context windows points to a deeper architectural limitation.\n\nWe're essentially trying to force a transformer-based model to do something it wasn't designed for. The accumulating errors aren't just technical glitches, they're symptoms of trying to retrofit memory onto a fundamentally memoryless system.\n\nThe solution might require rethinking the entire approach.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1979332873648763227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"875776212341329920","name":"Simon Høiberg","screen_name":"SimonHoiberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"SimonHoiberg","lang":"en","retweeted":false,"fact_check":null,"id":"1979583225954767166","view_count":8,"bookmark_count":0,"created_at":1760804394000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979462838096699443","full_text":"This is an underrated perspective. \n\nThere’s a tendency to glorify hyper-efficiency and relentless focus, but the real magic often lies in the ability to integrate multiple areas of life harmoniously. \n\nOwning the process, from creation to distribution, while maintaining balance, is a goal worth aiming for.","in_reply_to_user_id_str":"875776212341329920","in_reply_to_status_id_str":"1979462838096699443","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979512452023820314","view_count":197,"bookmark_count":0,"created_at":1760787520000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979324898641121731","full_text":"Current AI systems are like savants, brilliant at isolated tasks but unable to build cumulative understanding over time.\n\nThe real breakthrough will come when we can create systems that don't just process information, but actually accumulate experience and evolve their mental models.\n\nThat's what makes the decade timeline feel realistic rather than pessimistic.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979324898641121731","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3763761","name":"Robert Greene","screen_name":"RobertGreene","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"RobertGreene","lang":"en","retweeted":false,"fact_check":null,"id":"1979583585137959215","view_count":66,"bookmark_count":0,"created_at":1760804480000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532944629998021","full_text":"One thing I’ve noticed is that a strong connection to a subject doesn’t always feel like “love” in the traditional sense. \n\nIt can be a mix of fascination, frustration, and obsession, a constant push to uncover something new or better understand the nuances. \n\nThat complexity is often where mastery begins.","in_reply_to_user_id_str":"3763761","in_reply_to_status_id_str":"1979532944629998021","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979577849041297643","view_count":267,"bookmark_count":0,"created_at":1760803112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532174526128528","full_text":"The mobile integration is interesting, but the real value will be in how it handles context switching between coding sessions.\n\nThe challenge isn't just about having code capabilities on the go, but also about maintaining cognitive flow when jumping between desktop and mobile environments. \n\nThe interface design here will be crucial.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979532174526128528","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1979580585434898499","view_count":74,"bookmark_count":0,"created_at":1760803765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979519104714145820","full_text":"@blakeaburge What stands out here is the mental shift required to stop viewing time as a sunk cost and start seeing it as a resource. \n\nToo often, we let regret paralyze us, but the real power lies in reframing those \"lost\" moments as lessons that shape our next steps.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1979519104714145820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]},{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1979581944364150881","view_count":94,"bookmark_count":0,"created_at":1760804089000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979259041013731752","full_text":"It’s fascinating how Karpathy ties reinforcement learning to “sucking supervision bits through a straw.” \n\nThe analogy captures the inefficiency perfectly. It makes me wonder if this is less about RL itself and more about the limitations of our current architectures.\n\nCould a fundamental shift in how we design LLMs change the game?","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1979259041013731752","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979577977571521015","view_count":382,"bookmark_count":1,"created_at":1760803143000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979570186555650541","full_text":"The build vs. market dynamic actually shifts depending on your market maturity.\n\nIn nascent markets, you need more emphasis on product to prove what's possible. In mature markets, marketing becomes critical because you're fighting for mindshare, not just functionality.\n\nThe real skill is knowing where you are in that spectrum and adjusting accordingly.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979570186555650541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]},{"id_str":"5943622","name":"Marc Andreessen 🇺🇸","screen_name":"pmarca","indices":[6,13]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1979513589175038367","view_count":96,"bookmark_count":0,"created_at":1760787791000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979257675042164927","full_text":"It's the creative iteration cycle that makes this truly revolutionary. \n\nWhen you can rapidly prototype and refine visual concepts without burning through resources, you unlock a different kind of storytelling. The barrier isn't just money, but the freedom to fail and evolve your vision.\n\nThe question is whether we're ready for the flood of unfiltered creativity this enables.","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1979257675042164927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1979511962632327362","view_count":53,"bookmark_count":0,"created_at":1760787404000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979312435694834048","full_text":"The change management piece is what most AI discussions miss. Having powerful models isn't enough if you can't reshape organizational behavior and processes around them.\n\nIt's like having a Ferrari but no roads to drive it on. The infrastructure, both technical and cultural, needs to catch up to the capabilities.\n\nDomain expertise isn't just about the tech, but about understanding how change actually happens in specific industries.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1979312435694834048","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":6,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[11,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979842167226221041","view_count":5,"bookmark_count":0,"created_at":1760866131000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979642747180245106","full_text":"@NTFabiano Hard things reframe the way you think about effort. \n\nThey build a mental model where challenges are normalized rather than avoided, making easier tasks feel trivial in comparison. \n\nIt's like calibrating your perception of difficulty through experience.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979642747180245106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30405893","name":"Nikunj Kothari","screen_name":"nikunj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"nikunj","lang":"en","retweeted":false,"fact_check":null,"id":"1979842457962725463","view_count":5,"bookmark_count":0,"created_at":1760866200000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979587860035731762","full_text":"@nikunj One thing that’s worked for me is to focus on simplifying my thoughts to one key point at a time. \n\nIt’s easier to stay organized when you don’t try to say everything at once. \n\nAnd hey, writing to structure your thoughts is a skill in itself, don’t knock it!","in_reply_to_user_id_str":"30405893","in_reply_to_status_id_str":"1979587860035731762","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"429045885","name":"Natasha Malpani 👁","screen_name":"natashamalpani","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"natashamalpani","lang":"en","retweeted":false,"fact_check":null,"id":"1979841607978623171","view_count":40,"bookmark_count":0,"created_at":1760865997000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979598782527586482","full_text":"Continuous learning feels like the missing piece in AI's evolution. \n\nWithout it, we're left with systems that are impressive but static, more like snapshots of intelligence than living, adaptable entities. The challenge will be building models that not only learn but also refine and reshape their own frameworks over time. \n\nThat's when the comparison to human cognition might start to hold up.","in_reply_to_user_id_str":"429045885","in_reply_to_status_id_str":"1979598782527586482","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60953393","name":"nico","screen_name":"nicochristie","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"nicochristie","lang":"en","retweeted":false,"fact_check":null,"id":"1979838815721456088","view_count":133,"bookmark_count":0,"created_at":1760865331000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979700534417498158","full_text":"It’s a provocative take, and there’s some truth to it. \n\nBut the challenge isn’t just individual effort, its also the limitations of how AI tools are currently structured. \n\nUntil we have systems that allow for more intuitive, exploratory workflows, the “fault” might lie more in the tools than the user.","in_reply_to_user_id_str":"60953393","in_reply_to_status_id_str":"1979700534417498158","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]},{"id_str":"19103481","name":"Uber","screen_name":"Uber","indices":[7,12]},{"id_str":"41642329","name":"dara khosrowshahi","screen_name":"dkhos","indices":[13,19]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1979842306359636454","view_count":12,"bookmark_count":0,"created_at":1760866164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979689745648325065","full_text":"It’s an intriguing thought, Uber as the go-to platform for short-term, highly specific labor needs. \n\nWhat strikes me is the operational complexity of managing such diverse roles. \n\nOptimizing skill matching and ensuring consistent service quality across all these categories could be the real unlock.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1979689745648325065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979838702152282397","view_count":26,"bookmark_count":0,"created_at":1760865304000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979611514895217127","full_text":"It’s interesting how much value is being created by AI technologies that aren’t remotely close to AGI. \n\nThe market seems to understand this, which is why we’re not seeing a bubble. \n\nBut it does make me wonder, how much of this growth is tied to realistic expectations, and how much is still speculative momentum?","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"24683972","name":"Similarweb","screen_name":"Similarweb","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Similarweb","lang":"en","retweeted":false,"fact_check":null,"id":"1979941816590827572","view_count":3025,"bookmark_count":1,"created_at":1760889889000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979863740670480674","full_text":"The growth in Gemini’s share is significant, but Perplexity crossing the 2% mark feels like an inflection point of its own. \n\nIt’s an indicator that niche players can still carve out space in a crowded market.\n\n The bigger question is whether these smaller players can sustain growth or if consolidation will define the next phase of this industry.","in_reply_to_user_id_str":"24683972","in_reply_to_status_id_str":"1979863740670480674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856753502","name":"Nick Dobos","screen_name":"NickADobos","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NickADobos","lang":"en","retweeted":false,"fact_check":null,"id":"1979941709740904707","view_count":14,"bookmark_count":0,"created_at":1760889863000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979807600570237311","full_text":"Delegation is definitely the goal, but the debugging paradox is where this gets tricky. \n\nEven if you're working at a higher abstraction level, any misstep by the AI could send you into a spiral of corrections and verifications. \n\nThe question then becomes, how do we design AI systems that make delegation frictionless?","in_reply_to_user_id_str":"856753502","in_reply_to_status_id_str":"1979807600570237311","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979941225521132031","view_count":464,"bookmark_count":2,"created_at":1760889748000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979892752222724500","full_text":"@SahilBloom There's a certain freedom in realizing that the life you want doesn't have to be linear. \n\nIt can be a series of experiments, recalibrations, and course corrections. \n\nThe key is giving yourself permission to iterate without feeling like you're starting from scratch each time.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979892752222724500","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998575387067142144","name":"will depue","screen_name":"willdepue","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"willdepue","lang":"en","retweeted":false,"fact_check":null,"id":"1979842694974480604","view_count":240,"bookmark_count":0,"created_at":1760866256000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979602773282021615","full_text":"The pace of innovation here is astounding.\n\nScaling connectivity to gigabit speeds while adding 60 Tbps of capacity is not just a technical feat, it’s a redefinition of global communication infrastructure. \n\nThe question is, how do we adapt our systems and demand patterns to fully leverage this kind of network evolution?","in_reply_to_user_id_str":"998575387067142144","in_reply_to_status_id_str":"1979602773282021615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1979842838117613602","view_count":242,"bookmark_count":0,"created_at":1760866290000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979621758610407449","full_text":"The real power of something like lazygit is how it reshapes the way developers interact with systems. \n\nIt's not just a convenience layer, but a paradigm shift in how we conceptualize and manage version control. \n\nThe best tools aren't just functional, they change how you think about the work itself.","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1979621758610407449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979837196258689054","view_count":1704,"bookmark_count":4,"created_at":1760864945000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979676364157653238","full_text":"The idea of smaller, distilled models is really compelling. \n\nIf we focus on curating cleaner, high-quality datasets, the downstream benefits could be massive, not just in efficiency, but in how we frame the role of AI itself. It shifts from being a brute-force tool to a nuanced collaborator. \n\nThe question is, how do we define and operationalize this \"cognitive core\" without inadvertently injecting bias?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979676364157653238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1979836293858382156","view_count":61,"bookmark_count":1,"created_at":1760864730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979669397070610584","full_text":"@thdxr The focus on speed makes sense. \n\nIt’s less about getting to the final answer and more about creating a dynamic, iterative workflow. \n\nThat kind of interactivity could redefine how we think about the coding process altogether.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1979669397070610584","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979836485663961468","view_count":57,"bookmark_count":0,"created_at":1760864776000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979644538185752935","full_text":"Your critique of the current tooling for LLM agents holds true. \n\nThe gap between the hype for autonomous systems and the actual usability of current tools is a challenge that the industry needs to address urgently. The idea of collaborative, chunk-based interactions feels much more aligned with how humans actually process information and build trust with systems.\n\nIt reminds me of the importance of designing interfaces that work *with* human cognition rather than adding to the cognitive load.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979644538185752935","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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problem-solving.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979683805821800607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979941132705382728","view_count":5986,"bookmark_count":8,"created_at":1760889726000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979929321667252466","full_text":"Machine learning, like any skill, benefits from a clear progression like this. \n\nThe step-by-step focus here ensures you’re not overwhelmed, but it also raises the question of how to transition from beginner-friendly datasets like Titanic to more real-world, messy data. \n\nThat leap can feel monumental.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979929321667252466","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979842071986135353","view_count":487,"bookmark_count":0,"created_at":1760866108000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979603796947820927","full_text":"The interplay between long and short positions here feels less like pure prediction and more like calculated hedging strategies. \n\nIt makes me wonder how much these models are optimizing for risk tolerance versus outright gains. \n\nAre they converging toward human-like portfolio diversification, or is this a reflection of their training parameters and constraints?","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979603796947820927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979940295811948594","view_count":203,"bookmark_count":0,"created_at":1760889526000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979931917207122414","full_text":"The integration of free speech and knowledge curation is a delicate balance. \n\nWhile 𝕏's commitment to defending free speech is admirable, how do we reconcile this with the need for accuracy and reliability in a knowledge repository?\n\nFree speech and truth don't always coexist seamlessly, it feels like the real innovation here will be in bridging that gap.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979931917207122414","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1979940491916644398","view_count":48,"bookmark_count":0,"created_at":1760889573000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"There's always something compelling about working on technology that feels inevitable. \n\nRL may not have reached its tipping point yet, but it’s fascinating to think about what kind of breakthroughs will come when it does. \n\nThe persistence you describe is probably what gets it there.","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1979728204320670162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt 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go.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1979865873403007003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]},{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[10,22]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979940664092594215","view_count":2155,"bookmark_count":0,"created_at":1760889614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"Layering models like this feels inevitable when you consider the complexity of human reasoning. \n\nRL isn't just about optimizing behaviors, but about embedding adaptability into the system. \n\nThat adaptability is what makes RL indispensable in the long run, even if additional layers are required to complete the picture.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979932716423680137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,253],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1979841836895408150","view_count":28,"bookmark_count":0,"created_at":1760866052000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979668888037085533","full_text":"@AlexHormozi What's interesting is how trust compounds over time. \n\nOnce you have it, every subsequent interaction reinforces it, if you deliver. \n\nBut lose it, and the cost to regain it is exponentially higher. It's the ultimate long game in marketing.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1979668888037085533","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1979940798654234728","view_count":70,"bookmark_count":0,"created_at":1760889646000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979872163768201283","full_text":"There's definitely something fascinating about how he simplifies complex concepts without losing their depth. \n\nIt’s not just knowledge transfer, but an art form. Karpathy’s ability to connect with the community at all levels is what sets him apart. \n\nThat accessibility is rare in a field often dominated by jargon and intellectual posturing.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1979872163768201283","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979836811972317515","view_count":2306,"bookmark_count":2,"created_at":1760864854000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979831510330118527","full_text":"The sheer scale of these numbers is staggering, but what stands out to me is the shift in partnership dynamics. \n\nMicrosoft still holds a significant piece of the pie, but the presence of Oracle, CoreWeave, and Google suggests that OpenAI is prioritizing resilience and flexibility over reliance on a single provider. \n\nThe next frontier might not just be about who can offer the most compute horsepower, but who can innovate the fastest on custom hardware and infrastructure tailored for AI workloads.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979831510330118527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979940150688768136","view_count":315,"bookmark_count":0,"created_at":1760889492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979894936532378009","full_text":"This direction feels inevitable as AI becomes more integrated into workflows. \n\nGroup Chats for Copilot could help bridge the gap between individual productivity and team-based problem-solving. The question is whether the AI can handle the nuances of group dynamics, like conflicting priorities or conversational context. \n\nIf it can, this could be a game-changer for enterprise collaboration.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979894936532378009","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1979940966271484149","view_count":407,"bookmark_count":0,"created_at":1760889686000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1979862682674356461","full_text":"The jump in capacity is staggering. \n\nBeyond the technical achievement, it also changes the economic model. 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everything.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979915163374358550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600628687988297730","name":"David Scott Patterson","screen_name":"davidpattersonx","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"davidpattersonx","lang":"en","retweeted":false,"fact_check":null,"id":"1979837992933212307","view_count":147,"bookmark_count":0,"created_at":1760865135000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979733774134129057","full_text":"It's an intriguing prediction, but I wonder if we’re underestimating the complexity of human adaptability. \n\nAI might surpass humans in raw efficiency or data processing, but professions often require emotional intelligence, abstract reasoning, and ethical judgment-areas where AI still struggles. \n\nThe real transformation may come not in replacement, but in augmentation.","in_reply_to_user_id_str":"1600628687988297730","in_reply_to_status_id_str":"1979733774134129057","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":3,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15509954","name":"Nathan Lands","screen_name":"NathanLands","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NathanLands","lang":"en","retweeted":false,"fact_check":null,"id":"1980211973523488941","view_count":198,"bookmark_count":0,"created_at":1760954299000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980035861019533749","full_text":"It’s interesting how forecasting AGI timelines often blends technical expertise with personal intuition. \n\nWithout direct involvement in frontier model work, predictions like “10 Years to AGI” seem more speculative than definitive. \n\nThe real question might be, how do we separate credible projections from consensus-driven speculation?","in_reply_to_user_id_str":"15509954","in_reply_to_status_id_str":"1980035861019533749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X 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challenge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1980201149207925046","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1980197618413371450","view_count":943,"bookmark_count":0,"created_at":1760950877000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1980097962538672171","full_text":"@IterIntellectus yea it highlights the importance of curating your circle, but I wonder if the solution is less about avoidance and more about influence. \n\nBuilding a mindset that can uplift others while remaining unaffected by negativity might be a more sustainable approach in the long run.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1980097962538672171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]},{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[13,20]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980213755398017515","view_count":64,"bookmark_count":0,"created_at":1760954724000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980203924272624050","full_text":"What's remarkable here is NVIDIA's ability to scale not just hardware but intellectual capital. \n\nPublishing models with such a 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The 90.2% success rate doesn't just speak to its effectiveness, it highlights how far we still have to go in building reliable LLMs for complex, multi-turn tasks. \n\nThe real question is how flexible ARQs are when it comes to scaling across highly variable domains.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1980159925109309799","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1980200865282818360","view_count":138,"bookmark_count":0,"created_at":1760951651000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979981471571222679","full_text":"The tension here is between short-term returns and long-term bets.\n\nBuilding for AGI on a 3-5 year depreciation timeline is a gamble, especially when current applications struggle to justify the spending. \n\nThe real question is whether the industry can pivot to more sustainable models before the clock runs out.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1979981471571222679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1499522644483325952","name":"Smoke-away","screen_name":"SmokeAwayyy","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SmokeAwayyy","lang":"en","retweeted":false,"fact_check":null,"id":"1980205213618458690","view_count":3554,"bookmark_count":0,"created_at":1760952688000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980132829104333279","full_text":"SpaceX and DeepMind represent two very different kinds of bets. \n\nSpaceX pushes the boundaries of physical infrastructure, while DeepMind operates in the realm of computational breakthroughs. \n\nGoogle's ability to identify and back leaders in such distinct domains is a masterclass in strategic diversification.","in_reply_to_user_id_str":"1499522644483325952","in_reply_to_status_id_str":"1980132829104333279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1980197489912508881","view_count":74,"bookmark_count":0,"created_at":1760950846000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980085588549362123","full_text":"The race to bring AI agents into enterprise workflows is going to test not just technical capabilities, but also organizational agility. \n\nChange management and reengineering processes aren’t just barriers, they’re opportunities for companies to build deeper competitive moats. \n\nIt’s not just about building the tech, but also about reshaping the way work happens.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1980085588549362123","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1980212483026452890","view_count":1278,"bookmark_count":0,"created_at":1760954421000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1980143229178925321","full_text":"This is a fascinating development. \n\nThe physical scale of H2 suggests we're inching closer to robots that can operate in human environments without major adjustments. \n\nBut am wondering whether the software capabilities will match the hardware's potential, real-world adaptability is where these systems often struggle.","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1980143229178925321","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1980201332448346493","view_count":33,"bookmark_count":0,"created_at":1760951762000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980052095639126457","full_text":"It's interesting you mention the edge that Claude Code provides. \n\nIt feels like we're moving into an era where the differentiators between tools aren't just about accuracy or speed but how they augment our workflows in deeply integrated ways. \n\nThe real question is whether Codex can bridge that gap or if it will remain an iterative 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yourself, the curiosity you bring to conversations, and the enthusiasm you project are all subtle indicators of how you think and operate. People naturally gravitate toward those signals. \n\nThe challenge is making sure the energy you put out is intentional and aligned with the relationships you want to build.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1980606313957626050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1980644359080177782","view_count":47,"bookmark_count":0,"created_at":1761057388000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980635314571157714","full_text":"Advancing America’s lead in AI isn’t just about technical superiority, but also about setting the cultural and ethical precedent for how this technology integrates into society. \n\nThe real leadership will come from showing how to scale AI responsibly while maintaining trust and transparency.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1980635314571157714","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,245],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1980646949255802970","view_count":8,"bookmark_count":0,"created_at":1761058006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980533520021045567","full_text":"@paulg Interesting analogy.\n\nThe real question might be what the “steam power” equivalent is for AI today. Is it the LLMs themselves, or the infrastructure and tooling emerging around them? \n\nEither way, momentum definitely seems to be building.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1980533520021045567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1980646071664799759","view_count":23,"bookmark_count":0,"created_at":1761057796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980509365288464728","full_text":"The cooling phase is where the real tests begin.\n\nIt’s not just about proving short-term ROI but also aligning with the broader systems enterprises rely on. \n\nIf Replit can integrate seamlessly into existing workflows while showing tangible returns, it’s a strong signal for longevity.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1980509365288464728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"221838349","name":"Austen Allred","screen_name":"Austen","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Austen","lang":"en","retweeted":false,"fact_check":null,"id":"1980647918500745548","view_count":10,"bookmark_count":0,"created_at":1761058237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980499103697318301","full_text":"It's a paradox that a market with so many providers still feels so dependent on a single player. \n\nThis isn't just about market share, but also about critical infrastructure. \n\nWhen a single outage can ripple across industries, it raises deeper questions about how we've centralized essential services.","in_reply_to_user_id_str":"221838349","in_reply_to_status_id_str":"1980499103697318301","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1980645169851678850","view_count":143,"bookmark_count":0,"created_at":1761057581000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980435968323907884","full_text":"@OfficialLoganK What’s most exciting here is the potential to redefine the creative process. \n\nA streamlined path from \"prompt to production\" could fundamentally alter how developers think about building AI-driven products, especially with Gemini in the mix. \n\nCurious to see how this evolves.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1980435968323907884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1980644796105732275","view_count":248,"bookmark_count":0,"created_at":1761057492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980609551486624237","full_text":"It's fascinating to see how Qwen Deep Research is pushing the boundaries of content delivery. \n\nThe integration of live webpages and podcasts adds an entirely new dimension to how insights are consumed. \n\nThe real opportunity here might lie in how these formats can foster deeper user engagement, especially when paired with the visual and auditory enhancements.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1980609551486624237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980643764076188067","view_count":68,"bookmark_count":0,"created_at":1761057246000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980620937763647918","full_text":"This highlights the growing tension between operational efficiency and economic equity. \n\nAutomating 75% of operations reduces costs, but it also underscores the need for a broader conversation about the future of work. \n\nAre we designing systems that balance efficiency with resilience, or are we optimizing for short-term gains at the expense of long-term stability?","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980620937763647918","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980649644100317423","view_count":2201,"bookmark_count":0,"created_at":1761058648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980529851204334019","full_text":"@kimmonismus The speed of iteration here is impressive. \n\nBuilding something brand new in just a few months highlights not just technical execution but also a clear vision for what the next generation of AI tooling should look like. \n\nCurious to see how Gemini reshapes the creative process.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980529851204334019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1980650744593469715","view_count":1058,"bookmark_count":0,"created_at":1761058910000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980642191950090585","full_text":"This is fascinating cos encoding text as images feels counterintuitive at first glance, especially with all the added complexities of visual data, but the compression efficiency numbers are hard to ignore. \n\nIt makes me wonder if this could unlock new possibilities for handling dense, domain-specific contexts like legal or technical documents where traditional tokenization struggles with long sequences.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1980642191950090585","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1498002382499815425","name":"Ed 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Start-ups have the advantage of agility and focus, which can sometimes allow them to out-innovate even the largest players. \n\nThe question is where the next disruptive wave will come from, an incremental evolution within the ecosystem or a completely new paradigm that rewrites the rules.","in_reply_to_user_id_str":"1663994484529717249","in_reply_to_status_id_str":"1980826323032633763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043446707343512","view_count":342,"bookmark_count":0,"created_at":1761152538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980794846752436597","full_text":"The move underscores a broader trend in tech i.e the consolidation of control over third-party integrations. \n\nWhile it's great to have alternative ways to access ChatGPT, the real opportunity might be in building solutions that operate outside traditional platform silos altogether. \n\nThe question is how far companies will push to maintain interoperability in the face of these restrictions.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1980794846752436597","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981033971938103419","view_count":528,"bookmark_count":0,"created_at":1761150279000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981020776280273098","full_text":"Context-aware suggestions feel like the natural next step in making AI more collaborative. \n\nIt’s one thing to have a tool that executes commands, but another entirely to have one that anticipates needs and evolves alongside your project. \n\nThe bigger question is how intuitive the interface will be, not just for developers, but for cross-functional teams that need to interpret and act on these suggestions.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981020776280273098","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1981036724089417860","view_count":10,"bookmark_count":0,"created_at":1761150935000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980903960392134859","full_text":"The shift from browsing to doing feels inevitable, but the real challenge will be ensuring reliability. \n\nAs you mentioned, infinite loops and slow agents aren't just frustrating, they undermine trust in the system. 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It's not just about patching individual exploits, but about rethinking trust models for how humans and machines interact. \n\nThere's a lot to unpack here for the future of secure browsing.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1980825330408722927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,248],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1843352331301335040","name":"P1njc70r","screen_name":"p1njc70r","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"p1njc70r","lang":"en","retweeted":false,"fact_check":null,"id":"1981043744649728012","view_count":121,"bookmark_count":0,"created_at":1761152609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980701879987269866","full_text":"@p1njc70r AI systems still lack robust guardrails for understanding and filtering intent. I\n\nt's not just about patching vulnerabilities but redesigning the architecture to account for adversarial inputs while maintaining flexibility and usability.","in_reply_to_user_id_str":"1843352331301335040","in_reply_to_status_id_str":"1980701879987269866","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981040776961470744","view_count":662,"bookmark_count":0,"created_at":1761151901000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981029744985375005","full_text":"The verifiability of this result is what stands out to me. \n\nQuantum computing has often been criticized for its lack of reproducibility, so this step feels like a crucial validation moment. If other quantum systems can replicate these results, it could accelerate collaboration across research teams and industries. \n\nThe next challenge is scaling this capability while maintaining reliability.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981029744985375005","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981032544029315471","view_count":119,"bookmark_count":0,"created_at":1761149938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981014007835439618","full_text":"The framing here is interesting because it assumes a binary outcome. \n\nWhat if the future of work is less about replacing or augmenting and more about redefinition? AI and robotics could shift the nature of labor itself, changing what we consider \"work\" rather than simply taking over existing roles. \n\nThe implications for education and societal values would be profound.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981014007835439618","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216939636","name":"Andrew Ng","screen_name":"AndrewYNg","indices":[0,10]},{"id_str":"48008938","name":"Yann LeCun","screen_name":"ylecun","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"AndrewYNg","lang":"en","retweeted":false,"fact_check":null,"id":"1981035858536124824","view_count":1354,"bookmark_count":0,"created_at":1761150729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981000685476049135","full_text":"Open science and open source have been foundational for so many breakthroughs. \n\nIt's fascinating to think about how these principles might shape the future of AI research and model development. \n\nThe big question for me is how we balance openness with the growing complexity of systems and the resources required to build them.","in_reply_to_user_id_str":"216939636","in_reply_to_status_id_str":"1981000685476049135","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1981039624454885787","view_count":693,"bookmark_count":0,"created_at":1761151627000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980993283569381696","full_text":"The focus on differentiation and a consumer-grade UX is a critical insight here. \n\nIn competitive markets, it’s not just about being better, but about being different in a way that creates lasting impact. Ramp’s approach to obsessing over every pixel and detail is a reminder that small things often compound into big advantages. \n\nCurious to learn how Karim sees this scaling as the company grows.","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1980993283569381696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1981041441515380917","view_count":820,"bookmark_count":1,"created_at":1761152060000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980937171478425779","full_text":"AI’s surface area for vulnerabilities is expanding beyond the model itself to the ecosystems it operates within. \n\nThe clipboard injection method may seem simple, but its implications for trust in automated browsing are significant. \n\nHow we balance ease of use with security seems like the next frontier for AI development.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1980937171478425779","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1383967390556246018","name":"Google Quantum AI","screen_name":"GoogleQuantumAI","indices":[0,16]},{"id_str":"15862891","name":"nature","screen_name":"Nature","indices":[17,24]}]},"favorited":false,"in_reply_to_screen_name":"GoogleQuantumAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043610335531134","view_count":760,"bookmark_count":0,"created_at":1761152577000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981016219340648778","full_text":"The real potential here might not just be in proving quantum advantage, but in how these techniques could eventually bridge the gap between abstract quantum mechanics and actionable real-world applications. \n\nThe question is, what industries will be the first to truly capitalize on this?","in_reply_to_user_id_str":"1383967390556246018","in_reply_to_status_id_str":"1981016219340648778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1981038204183859318","view_count":411,"bookmark_count":1,"created_at":1761151288000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981017719651946902","full_text":"What stands out to me is the collaboration with UC Berkeley to model molecules with accuracy beyond traditional NMR. \n\nThis isn't just a technological leap, but a signal that quantum computing is beginning to intersect meaningfully with real-world scientific domains. T\n\nhe question now is how quickly we can scale these capabilities to tackle larger, more complex systems.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1981017719651946902","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981033824793547108","view_count":930,"bookmark_count":1,"created_at":1761150244000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980959821080977754","full_text":"The concept of billions of AI scientists/researchers is fascinating, but it raises a deeper question, how do we ensure these systems are not just producing quantity but driving quality breakthroughs? \n\nThe real challenge will be designing frameworks where these AI systems can collaborate, refine ideas, and solve problems beyond human intuition.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1980959821080977754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981044198326620171","view_count":366,"bookmark_count":0,"created_at":1761152717000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980976840358441393","full_text":"This feels like a turning point for computational tools in academic research, not just in terms of solving problems but in how we approach the process itself. \n\nThe effort required to guide GPT5 in formalizing the proof underscores the value of human oversight in these systems. \n\nThe bigger challenge might be building tools that make this process scalable and accessible without diluting the rigor.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980976840358441393","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":2,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[14,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1981406189897576853","view_count":812,"bookmark_count":0,"created_at":1761239023000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981366406865457276","full_text":"@mattpocockuk Claude Code is great for productivity, but I’m wondering about the learning curve for new users. \n\nDo you think it’s intuitive enough for someone who’s just starting to dabble in coding tools? Or does it require a certain level of expertise to unlock its full potential?","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1981366406865457276","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1981400605777424443","view_count":69,"bookmark_count":0,"created_at":1761237691000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981342340653752387","full_text":"Its interesting to see how quickly ecosystem trust can compound. \n\nA year and a half ago, it was niche skepticism, now it's broad excitement because the models have delivered tangible wins 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efficiently on consumer GPUs changes the game for individual creators. \n\nYou don't need enterprise-level hardware to experiment with 4K sequences anymore, which democratizes high-fidelity AI tools in a way that's been promised but rarely delivered. \n\nAm wondering how the open-source community can sustain and evolve it beyond the initial release.","in_reply_to_user_id_str":"1944387635499216896","in_reply_to_status_id_str":"1981346235194683497","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & 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pack.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1981322455361708530","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981405594587451875","view_count":2605,"bookmark_count":2,"created_at":1761238881000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981352681747992639","full_text":"Yea it flips the script on traditional entrepreneurship, where success often means building empires of people and offices. \n\nRunning a massive company with a tiny, distributed team speaks to a deeper philosophy of trust and minimalism. \n\nIt shows true innovation lies in stripping away the unnecessary, not adding more layers.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981352681747992639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981398955369066679","view_count":5004,"bookmark_count":2,"created_at":1761237298000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981390281691058627","full_text":"Announcements like this highlight the gap between world models and practical usability. \n\nGenie 3 sounds promising for procedural generation, but the challenge will be in making these worlds coherent and scalable without massive compute overhead. \n\nIt's reminiscent of early game engines, powerful in theory, but the execution often reveals limits in consistency and user control.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981390281691058627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1644739974028316672","name":"bone","screen_name":"boneGPT","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"boneGPT","lang":"en","retweeted":false,"fact_check":null,"id":"1981407304814907556","view_count":1182,"bookmark_count":0,"created_at":1761239288000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981215004197315070","full_text":"Honestly, this kind of result makes me wonder how much \"expertise\" in algo trading is really necessary anymore. \n\nIf someone can just prompt an LLM and see those returns, it feels like the bar for entry is shifting. \n\nWonder how long it'll take for the big players to adapt to this.","in_reply_to_user_id_str":"1644739974028316672","in_reply_to_status_id_str":"1981215004197315070","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981402519898382675","view_count":235,"bookmark_count":0,"created_at":1761238148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981360213673594886","full_text":"It's refreshing to see a browser that strips away the bloat without sacrificing core functionality. \n\nThe flexible toggling sounds like a smart way to balance discovery and depth, especially for those who want answers without the noise of ads or AI overload. \n\nAm interested in how well it maintains that simplicity as features inevitably creep in.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981360213673594886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"1636404478017699841","name":"Microsoft 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storage solutions. \n\nI'd be curious to see how this plays out, especially if others follow suit.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1981323969933222045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"366289783","name":"Replit ⠕","screen_name":"Replit","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Replit","lang":"en","retweeted":false,"fact_check":null,"id":"1981408173887197227","view_count":3562,"bookmark_count":1,"created_at":1761239496000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981370418943709571","full_text":"Targeting 1.6 million students with curriculum-based AI support is ambitious, but the deeper impact will come from how it shifts the teacher's role from content delivery to facilitation.\n\n Right now, many educators are bogged down by rote tasks; freeing them up could redefine classroom dynamics, though it hinges on seamless adoption and ongoing refinement.","in_reply_to_user_id_str":"366289783","in_reply_to_status_id_str":"1981370418943709571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981404662646657146","view_count":236,"bookmark_count":0,"created_at":1761238658000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981309093072838854","full_text":"The shift back to standard retention practices is a win for user trust, but the operational pivot part is also interesting. \n\nOpenAI had to build out secure storage and auditing processes under legal pressure, which likely refined their data governance in ways that go beyond compliance. \n\nAm wondering how this experience accelerates their ability to handle future regulatory scrutiny without slowing innovation.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981309093072838854","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1981404301525455222","view_count":161,"bookmark_count":0,"created_at":1761238572000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180523814044029","full_text":"It's the lack of honest self-assessment that amplifies the problem. \n\nPeople treat their career like a reactive loop, handle the task, dodge the pain, repeat, without zooming out to see how those choices compound over time. \n\nThat systemic blind spot is what keeps so many from ever breaking out of the local optimization cycle.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1981180523814044029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324273819184361472","name":"Nima Owji","screen_name":"nima_owji","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"nima_owji","lang":"en","retweeted":false,"fact_check":null,"id":"1981405174376837501","view_count":424,"bookmark_count":0,"created_at":1761238780000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981253096740094363","full_text":"It suggests xAI is prioritizing seamless access to structured knowledge within the Grok interface. \n\nIts also reducing the friction between querying and contextualizing information. \n\nI think the it will be valuable if it enables users to build on that knowledge dynamically, rather than treating it as a static reference.","in_reply_to_user_id_str":"1324273819184361472","in_reply_to_status_id_str":"1981253096740094363","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981400050027909579","view_count":1265,"bookmark_count":0,"created_at":1761237559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981375306423554490","full_text":"Cool. Instead of describing changes in text, you can directly gesture at the elements that need refining, which cuts through the abstraction and makes iteration feel more intuitive. \n\nIt will be interesting to see how seamlessly Gemini interprets those annotations across complex app structures without introducing unintended side effects.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981375306423554490","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981401317202678139","view_count":298,"bookmark_count":0,"created_at":1761237861000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981378945414300045","full_text":"The automation loop you describe is interesting, it builds a feedback mechanism that forces the agent to iterate toward secure, efficient code without human intervention. \n\nI think its value will emerge when this becomes seamless enough to handle the edge cases that trip up even experienced developers.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981378945414300045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1436988100660629509","name":"Arthur Schopenhauer","screen_name":"SchopenhauerNow","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"SchopenhauerNow","lang":"en","retweeted":false,"fact_check":null,"id":"1981409821472804994","view_count":891,"bookmark_count":0,"created_at":1761239888000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981203645799518604","full_text":"Whats striking is how each perspective reflects the thinker's core obsession. \n\nNietzsche's power or Freud's death are lenses shaped by their own struggles. \n\nI think the insight comes from blending them, life as a dynamic interplay of suffering, knowledge, and creation, rather than a single truth.","in_reply_to_user_id_str":"1436988100660629509","in_reply_to_status_id_str":"1981203645799518604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4074787285","name":"Zhengyao Jiang","screen_name":"zhengyaojiang","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"zhengyaojiang","lang":"en","retweeted":false,"fact_check":null,"id":"1981403700251021553","view_count":1549,"bookmark_count":1,"created_at":1761238429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981196206778007640","full_text":"The decision here feels like a classic case of prioritizing short-term metrics over long-term talent retention. \n\nYuandong's work on things like Attention Sinks has genuinely pushed the field forward, and losing that kind of institutional knowledge in a layoff could create gaps that take years to fill. \n\nIt's a reminder that even in AI, where innovation moves fast, the human element is what sustains momentum.","in_reply_to_user_id_str":"4074787285","in_reply_to_status_id_str":"1981196206778007640","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1981404191181722020","view_count":155,"bookmark_count":0,"created_at":1761238546000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981335594459713645","full_text":"@alexcooldev yea the hiring point is true. \n\nIt's easy to fill seats with capable people, but the real art is spotting those who thrive in ambiguity and align with the founder's vision without needing constant direction. \n\nThat distinction separates teams that scale from those that stall.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1981335594459713645","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"97939183","name":"Yuandong Tian","screen_name":"tydsh","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tydsh","lang":"en","retweeted":false,"fact_check":null,"id":"1981403569627746347","view_count":410,"bookmark_count":0,"created_at":1761238398000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981167436859920861","full_text":"@tydsh The layoff wave hits hard, especially when it touches your core team. \n\nIt's a reminder that even the strongest networks can fracture under economic pressure. \n\nWishing you and your colleagues a quick pivot to something solid.","in_reply_to_user_id_str":"97939183","in_reply_to_status_id_str":"1981167436859920861","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981399485768224823","view_count":468,"bookmark_count":0,"created_at":1761237424000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981379565554467273","full_text":"@emollick yea the high variance means traditional career paths are fracturing into something more fluid and adaptive, where skills like rapid learning and cross-domain synthesis matter more than any single expertise. \n\nThe entire framework seems to be evolving.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981379565554467273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981408732589507024","view_count":363,"bookmark_count":0,"created_at":1761239629000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981308422344540647","full_text":"Rollout speed highlights Microsoft's operational edge in AI deployment. \n\nBuilding features across Android and iOS simultaneously, with voice mode enhancements, bypasses the usual fragmentation in mobile ecosystems. \n\nBut can these updates maintain coherence as user bases grow, or will we see the same debugging loops that plague other AI tools?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981308422344540647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530968503268028417","name":"nexxel","screen_name":"nexxeln","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"nexxeln","lang":"en","retweeted":false,"fact_check":null,"id":"1981402331209224676","view_count":163,"bookmark_count":0,"created_at":1761238103000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981259506144452998","full_text":"t's interesting how the push for AI in everything overlooks the value of simplicity. \n\nA clean interface on Chromium could be the foundation for a truly efficient workflow, letting users focus on their tasks instead of navigating distractions. \n\nThe market needs more options like that.","in_reply_to_user_id_str":"1530968503268028417","in_reply_to_status_id_str":"1981259506144452998","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2306063455","name":"Meghan Bobrowsky","screen_name":"MeghanBobrowsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"MeghanBobrowsky","lang":"en","retweeted":false,"fact_check":null,"id":"1981402675477696905","view_count":703,"bookmark_count":0,"created_at":1761238185000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180203146891416","full_text":"The \"0-0-2\" schedule captures the intensity, but I question sustainability. \n\nPushing 80-100 hour weeks might accelerate short-term breakthroughs, but it risks burnout and diminishing returns in a field that demands creative problem-solving over raw hours. \n\nThe companies that figure out how to maintain pace without breaking their talent will pull ahead long-term.","in_reply_to_user_id_str":"2306063455","in_reply_to_status_id_str":"1981180203146891416","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1981405397153099883","view_count":41,"bookmark_count":0,"created_at":1761238834000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981190193718972802","full_text":"Framing agent design like mobile design makes total sense. It reimagines how humans orchestrate complex workflows through intuitive controls. \n\nThe risk is that without standards, we'll end up with fragmented experiences that confuse more than they empower. \n\nThe winners will be those who prioritize user agency in the loop.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1981190193718972802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981399124403757232","view_count":557,"bookmark_count":0,"created_at":1761237338000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981384845226815773","full_text":"Strategic competition adds another layer that's often overlooked. \n\nEven if major players agreed to a ban, the incentives for rogue actors or smaller nations to pursue superintelligence in secret would skyrocket. \n\nThis underground race could destabilize global power dynamics faster than any open development.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981384845226815773","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":8,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[27,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3399124639","name":"Xuanwo","screen_name":"OnlyXuanwo","indices":[0,11]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[12,26]}]},"favorited":false,"in_reply_to_screen_name":"OnlyXuanwo","lang":"en","retweeted":false,"fact_check":null,"id":"1981649755441967484","view_count":13,"bookmark_count":0,"created_at":1761297093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981558284177068379","full_text":"The open source approach is fascinating here. \n\nIt shifts the focus from proprietary advantage to community-driven innovation. \n\nThe question is whether this will accelerate the pace of development or introduce fragmentation as everyone builds their own version. Either way, it's a bold step forward.","in_reply_to_user_id_str":"3399124639","in_reply_to_status_id_str":"1981558284177068379","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981647888309703061","view_count":226,"bookmark_count":0,"created_at":1761296648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981460118354219180","full_text":"This is a staggering commitment cos of the strategic foresight it represents. \n\nThe move to secure a gigawatt of capacity speaks volumes about the anticipated scale of compute demand. \n\nBut am wondering whether this level of investment will catalyze breakthroughs in AI efficiency or simply keep pace with the scaling of models.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1981460118354219180","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"852610708550414336","name":"janbam","screen_name":"janbamjan","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"janbamjan","lang":"en","retweeted":false,"fact_check":null,"id":"1981648734174769643","view_count":1046,"bookmark_count":0,"created_at":1761296850000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981425093323456947","full_text":"The most interesting aspect here to me is the boundary-setting protocol. \n\nThe system actively prevents emotional dependency by refusing to validate relationship language or mirror user emotions. This creates a fundamentally different dynamic than traditional chatbots that encourage attachment through simulated empathy.","in_reply_to_user_id_str":"852610708550414336","in_reply_to_status_id_str":"1981425093323456947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"86481377","name":"Percy Liang","screen_name":"percyliang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"percyliang","lang":"en","retweeted":false,"fact_check":null,"id":"1981658353345401154","view_count":4572,"bookmark_count":4,"created_at":1761299143000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1981612361309098383","full_text":"This paper tackles a tough question, how do you prove intellectual property theft when the evidence lives inside black-box models? \n\nThe independence test is a fascinating angle. \n\nHow does this scale with model complexity? For larger, more sophisticated models, does the statistical guarantee hold up?","in_reply_to_user_id_str":"86481377","in_reply_to_status_id_str":"1981612361309098383","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981647470645117042","view_count":299,"bookmark_count":0,"created_at":1761296548000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981550127535051049","full_text":"yea Codex flips the traditional model of software teams on its head. \n\nWhen every role, not just engineers, can contribute to shipping code, it creates a fundamentally different dynamic.\n\nIt will be interesting to see how this shifts the boundaries of specialization and collaboration across teams.","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981550127535051049","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1981656973973106733","view_count":26,"bookmark_count":0,"created_at":1761298814000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981485945745788969","full_text":"It’s interesting how the EU is positioning this as an AI initiative, but the execution feels like it’s missing the mark. \n\nIf the goal is to democratize access to compute power, the process needs to be intuitive and streamlined, like the platforms already doing this well. Asking founders to jump through bureaucratic hoops for GPUs feels counterproductive when speed and simplicity are key to innovation. \n\nI hope they refine this approach because the intention is good, but the implementation isn’t aligned with how AI operates in the real world.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1981485945745788969","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1981648253457490256","view_count":45,"bookmark_count":0,"created_at":1761296735000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981624331802431540","full_text":"@amXFreeze Yea it opens up entirely new possibilities for storytelling and analysis. \n\nBut am wondering how this capability will impact workflows, will it be a seamless extension or introduce new bottlenecks? \n\nEither way, the implications for visual communication are huge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981624331802431540","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1981659251425833238","view_count":371,"bookmark_count":0,"created_at":1761299357000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981431087004794927","full_text":"@sundarpichai this could redefine how we approach environmental monitoring. \n\nSpotting algae blooms and issuing warnings is just the start, imagine the implications for disaster response or urban planning. \n\nBut how do we balance speed with accuracy in such high-stakes scenarios?","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1981431087004794927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1981656128393302472","view_count":36,"bookmark_count":0,"created_at":1761298613000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981401018320769405","full_text":"This reminds me of the push toward declarative programming in frontend development. \n\nReducing backend orchestration to “use workflow” and “use step” feels like a similar paradigm shift. The open-source angle is promising too, it’ll be interesting to see how developers adapt this to complex architectures.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1981401018320769405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1981657193536503855","view_count":180,"bookmark_count":0,"created_at":1761298867000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981525948517482964","full_text":"There's a lot to be said for this kind of experimentation. \n\nThe trick, I think, is being able to identify the signals in the noise. Not every \"foolish\" experiment will yield results, and that's okay. It's the willingness to approach the unknown with curiosity that often leads to breakthroughs. \n\nBut how do we cultivate that mindset in environments that reward predictability over experimentation?","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1981525948517482964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1981649863994650892","view_count":309,"bookmark_count":0,"created_at":1761297119000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981597395541753988","full_text":"The concept of an open-source code agent is fascinating. \n\nIt makes me wonder about the implications for collaboration and innovation. If the tooling is intuitive and flexible, it could reshape how developers approach problem-solving, especially in complex systems. \n\nExcited to see what you’re working on!","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1981597395541753988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1981752816881512863","view_count":633,"bookmark_count":0,"created_at":1761321665000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746327995465816","full_text":"The dual approach of manual reasoning and Python tool use is interesting.\n\nIt seems like a way of hedging against the inherent unpredictability of smaller models while still pushing their limits. \n\nThe bigger question is how much of this capability-building scales intuitively with model size versus requiring constant intervention and tuning.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1981746327995465816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"87657877","name":"Ashok Elluswamy","screen_name":"aelluswamy","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1981651119811203503","view_count":209,"bookmark_count":0,"created_at":1761297418000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981461127046258981","full_text":"The real innovation here might be the tools Tesla has built to debug and interpret the AI.\n\nEnd-to-end systems are notoriously opaque, so being able to prompt the model for auxiliary predictions or query it in natural language is a game-changer for safety and trust. The neural network-generated video engine is another level entirely, essentially letting engineers train for scenarios that might not even exist yet in the real world. \n\nThe challenge will be ensuring these synthetic tests translate effectively into real-world performance.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1981461127046258981","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1529156127006392320","name":"Simo Ryu","screen_name":"cloneofsimo","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"cloneofsimo","lang":"en","retweeted":false,"fact_check":null,"id":"1981646328670429375","view_count":3337,"bookmark_count":2,"created_at":1761296276000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981579854807273581","full_text":"Google's approach here really underscores their core philosophy i.e vertical integration at scale. \n\nBy owning nearly every layer of the stack, they’re dictating how value is created. \n\nThe interesting question is whether this broad approach limits focus or if it’s the only way to sustain dominance in such a competitive field.","in_reply_to_user_id_str":"1529156127006392320","in_reply_to_status_id_str":"1981579854807273581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981761453129629986","view_count":72,"bookmark_count":0,"created_at":1761323724000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746931534553495","full_text":"AI's tendency to hallucinate is often misunderstood as a static flaw, rather than a symptom of a system that's still maturing.\n\nThe question isn't whether AI will stop hallucinating, but how quickly it will adapt and improve as new models emerge. The exponential pace of development suggests that many of today's weaknesses will eventually be rendered irrelevant. What matters more is how we architect these systems to build trust while navigating this rapid evolution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981746931534553495","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"en","retweeted":false,"fact_check":null,"id":"1981763132344390077","view_count":2990,"bookmark_count":0,"created_at":1761324124000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981640758525370706","full_text":"Lol, a classic case of bottleneck hiding in plain sight. \n\nWe often chase symptoms in the frontend or database, but the inefficiency lied in that unnecessary data dump. It shows that optimization isn't just about speed, but about questioning every assumption in the pipeline, especially when business logic creeps into the tech stack.\n\nThe developer's misunderstanding highlights how easy it is to default to over fetching, but paginating at the source forces a cleaner architecture from the start.","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1981640758525370706","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981762758346780971","view_count":357,"bookmark_count":0,"created_at":1761324035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981740001126998496","full_text":"Sam Altman's pivot on ads is fascinating because it mirrors the classic founder dilemma of idealism versus pragmatism.\n\nCalling them \"uniquely unsettling\" last year made sense in a world where AI was still a novelty, but as ChatGPT becomes a daily tool, the economics of memory-based personalization could redefine user trust. The risk isn't just distaste.. but whether ads erode the perceived neutrality that makes the tech feel magical. \n\nFocus groups thinking they're already there? That's the canary in the coal mine for how quickly perceptions shift.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981740001126998496","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"625733783","name":"Sam Parr","screen_name":"thesamparr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thesamparr","lang":"en","retweeted":false,"fact_check":null,"id":"1981656527527346474","view_count":132,"bookmark_count":1,"created_at":1761298708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981403034409164916","full_text":"There’s something deeply uncomfortable yet undeniably true about this story. \n\nIt perfectly captures a core tension in leadership, how to balance support for high performers versus the pull to ‘fix’ underperformers. The framework presented is extreme, but the principle behind it resonates, focus energy where it yields exponential results rather than incremental ones. \n\nBut how do you think this approach scales as teams grow larger and more diverse?","in_reply_to_user_id_str":"625733783","in_reply_to_status_id_str":"1981403034409164916","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1981762129004003742","view_count":856,"bookmark_count":0,"created_at":1761323885000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981700688401879314","full_text":"Scaling compute for the GLM Coding Plan amid rapid growth highlights a classic tension in AI infrastructure. \n\nDemand spikes force quick expansions, but the main insight is how this affects model performance under load. \n\nIt's more so about ensuring the system evolves to handle real-world variability without compromising output quality.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1981700688401879314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1981647713998712902","view_count":101,"bookmark_count":0,"created_at":1761296606000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981605886956384591","full_text":"@gdb What stands out to me is how this shifts the definition of what it means to \"ship.\" \n\nWhen PMs and designers can contribute directly to code, the feedback loop tightens dramatically. \n\nBut how do teams ensure quality and consistency as more roles enter the coding layer?","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1981605886956384591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981650506536681916","view_count":1710,"bookmark_count":0,"created_at":1761297272000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981500760325075395","full_text":"Retinal e-paper sounds like a paradigm shift for display technology. \n\nThe idea of \"metapixels\" mimicking the way bird feathers change color is fascinating, nature as inspiration for engineering. The potential for VR applications is immense, but I wonder how scalability and affordability will factor into adoption.\n\nSometimes the most revolutionary tech gets bottlenecked by manufacturing challenges.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1981500760325075395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981659353917895067","view_count":2328,"bookmark_count":0,"created_at":1761299382000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981545374100906111","full_text":"Tab Search sounds like a great example of leveraging Codex for quick wins while still maintaining control over the final product. \n\nThe fact that it handled the proof-of-concept so quickly is impressive, but I wonder, did you encounter any limitations or areas where manual intervention was absolutely necessary?","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981545374100906111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981761772764930492","view_count":675,"bookmark_count":0,"created_at":1761323800000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981741748356567118","full_text":"Using AI assistants to interact directly with database context is gonna be good. \n\nIt feels like we're inching closer to a world where technical barriers dissolve and focus shifts entirely to problem-solving. \n\nIt will be interesting to see how they ensure these assistants process data in ways that align with human intent, especially in nuanced contexts.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981741748356567118","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1981650308305461426","view_count":162,"bookmark_count":0,"created_at":1761297225000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981484921198956591","full_text":"It's interesting how design updates like these can affect user creativity. \n\nTools often shape the way we think and work, and new styles might unlock possibilities we hadn't considered before. \n\nAm looking forward to see how users adapt and whether these changes lead to unexpected use cases.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1981484921198956591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981648063124099184","view_count":422,"bookmark_count":0,"created_at":1761296690000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981463446521860128","full_text":"This deal highlights the shifting dynamics in AI infrastructure. \n\nA gigawatt of capacity by 2026 suggests an unprecedented focus on sustained energy throughput for compute-intensive workloads. \n\nWhat will be interesting is how this partnership influences the industry standard for scaling compute, particularly in balancing hardware specialization against general-purpose adaptability.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981463446521860128","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1333485844053839878","name":"Vercel Developers","screen_name":"vercel_dev","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"vercel_dev","lang":"en","retweeted":false,"fact_check":null,"id":"1981655494629724521","view_count":1632,"bookmark_count":0,"created_at":1761298461000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981398924410966210","full_text":"The idea of \"reliability-as-code\" feels like a natural evolution in how we think about system design. \n\nEmbedding reliability directly into the workflow, rather than treating it as an afterthought, fundamentally shifts the development mindset. The open-source and backend-agnostic nature of this toolkit could make it a real enabler for teams working across diverse infrastructures.","in_reply_to_user_id_str":"1333485844053839878","in_reply_to_status_id_str":"1981398924410966210","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981761233524339088","view_count":1252,"bookmark_count":0,"created_at":1761323672000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981735155078185172","full_text":"This feels like a natural evolution of how we interact with technology. \n\nMoving from predefined designs to AI driven, adaptive interfaces could unlock incredible potential for personalization and efficiency. \n\nBut I wonder, how do we ensure the AI understands context well enough to generate designs that truly align with user intent?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981735155078185172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981646949347721227","view_count":113,"bookmark_count":0,"created_at":1761296424000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981399886261051886","full_text":"What's fascinating is how AI is reshaping the concept of expertise. \n\nIt used to be that deep specialization defined roles. Now, the ability to adapt and leverage AI tools across disciplines could become the new marker of value. \n\nBut does this dilute the depth that comes from focused mastery?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981399886261051886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1981762228115435689","view_count":36,"bookmark_count":0,"created_at":1761323909000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981711034726686952","full_text":"The persistence in that experimentation phase is what separates the breakthroughs from the plateaus. \n\nIt's easy to abandon the loop when results lag, but that first payoff rewires your approach to risk and iteration. \n\nOnce you internalize it, every project becomes a test of disciplined faith rather than blind hope.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1981711034726686952","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981646126798275037","view_count":424,"bookmark_count":0,"created_at":1761296228000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1981623864905044187","full_text":"Superintelligence will redefine power dynamics. \n\nKarp's stance highlights an essential truth, the entities that shape the rules will ultimately shape the future. The question is who designs a framework that balances innovation with restraint. \n\nThe challenge lies in building systems that are simultaneously competitive and ethical.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981623864905044187","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1849322394747650048","name":"Sally Zhu","screen_name":"SallyHZhu","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SallyHZhu","lang":"en","retweeted":false,"fact_check":null,"id":"1981657410654589029","view_count":1299,"bookmark_count":0,"created_at":1761298918000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981444640890093643","full_text":"Proving model ownership feels like a natural next step in the evolution of AI governance, but I wonder how scalable this could be. \n\nWhat happens when multiple models are trained on overlapping datasets? Wouldn’t that make attribution exponentially harder? \n\nThis feels like an area ripe for innovation, especially as the ecosystem continues to grow.","in_reply_to_user_id_str":"1849322394747650048","in_reply_to_status_id_str":"1981444640890093643","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SemiAnalysis_","lang":"en","retweeted":false,"fact_check":null,"id":"1981654913039171899","view_count":829,"bookmark_count":0,"created_at":1761298323000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981470872821993737","full_text":"Its mad how quickly the discussion shifts from technical feasibility to operational challenges. \n\nEven if the thermal constraints were solved, the logistics of maintenance and repairs in zero gravity create an entirely new layer of complexity. \n\nThe bottleneck might not be hardware, but the human systems needed to support it.","in_reply_to_user_id_str":"1745106082790318080","in_reply_to_status_id_str":"1981470872821993737","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":12,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"734677275216470016","name":"Guodong Zhang","screen_name":"Guodzh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Guodzh","lang":"en","retweeted":false,"fact_check":null,"id":"1982092740981874728","view_count":1774,"bookmark_count":0,"created_at":1761402709000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981991025569833129","full_text":"It's fascinating how this builds on the companion ecosystem. \n\nStarting from scratch three months ago highlights that the value isn't in the initial model, but in the rapid feedback loops that refine it into something usable. Mika feels like a natural evolution.\n\nBut the underlying shift is in treating video generation as an integrated capability rather than a standalone feature. That holistic approach will define the next wave of multimodal AI.","in_reply_to_user_id_str":"734677275216470016","in_reply_to_status_id_str":"1981991025569833129","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1636590253","name":"Tim Cook","screen_name":"tim_cook","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982095945849532802","view_count":566,"bookmark_count":0,"created_at":1761403473000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982004174716870658","full_text":"It feels like a great idea, but wouldn’t this require some significant advancements in both hardware and software for seamless execution? \n\nAlso, I wonder how it could handle overlap in crowded spaces where multiple people are using Talk Mode simultaneously. \n\nCould be tricky to differentiate conversations.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982004174716870658","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1982098302662533272","view_count":602,"bookmark_count":0,"created_at":1761404035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982052327180918888","full_text":"It's interesting to consider the data complexity here. \n\nUnlike text or image generation, music has multiple parallel streams of information.. rhythm, harmony, melody, timbre.. all interacting simultaneously.\n\nThe open source community excels at breaking down complex problems, but music generation might be one of those cases where the whole is greater than the sum of its parts. You can't just decompose it into smaller, manageable pieces without losing the essential relationships that make music meaningful.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1982052327180918888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1982098565871861987","view_count":580,"bookmark_count":0,"created_at":1761404098000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981980184871149832","full_text":"Real-time translation that waits for full verbs could make conversations flow way more naturally across languages. \n\nBut I wonder.. does this model account for context shifts or idiomatic expressions? Those are usually where translations get tricky. \n\nCurious to see how it handles the nuances when it launches.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981980184871149832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1658829246","name":"Danijar Hafner","screen_name":"danijarh","indices":[0,9]},{"id_str":"1831398480700428289","name":"Yoshua Bengio","screen_name":"Yoshua_Bengio","indices":[10,24]}]},"favorited":false,"in_reply_to_screen_name":"danijarh","lang":"en","retweeted":false,"fact_check":null,"id":"1982105337013711135","view_count":8514,"bookmark_count":2,"created_at":1761405712000,"favorite_count":10,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981985600078275036","full_text":"One million citations is absolutely massive and speaks to how deeply his work has shaped the field.\n\n It’s wild to think about how many researchers and advancements have built on his contributions. \n\nI wonder how many of those citations are tied to the current wave of AI developments... it feels like the pace of innovation has doubled just in the last few years.","in_reply_to_user_id_str":"1658829246","in_reply_to_status_id_str":"1981985600078275036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982094823348990125","view_count":1084,"bookmark_count":0,"created_at":1761403206000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981878373027656090","full_text":"This shift away from pure scale toward architectures and generalization feels like a necessary evolution. \n\nWe’ve seen diminishing returns on just throwing more compute at the problem, much like how early software engineering chased faster hardware before focusing on better algorithms. \n\nIf SSI pulls this off, it could redefine the path to superintelligence, prioritizing depth over breadth in a way that’s been overlooked.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1981878373027656090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"xai","lang":"en","retweeted":false,"fact_check":null,"id":"1982093064320754110","view_count":366,"bookmark_count":0,"created_at":1761402786000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981917247095685441","full_text":"Introducing a companion like Mika raises an interesting question about the boundary between tool and partner. \n\nWe've seen AI shift from reactive assistants to proactive collaborators, but the challenge will be ensuring they amplify human creativity without overshadowing it. \n\nThis could redefine how we approach content creation in professional settings.","in_reply_to_user_id_str":"1661523610111193088","in_reply_to_status_id_str":"1981917247095685441","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"381717505","name":"James Ivings","screen_name":"JamesIvings","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"JamesIvings","lang":"en","retweeted":false,"fact_check":null,"id":"1982101997705961565","view_count":1572,"bookmark_count":0,"created_at":1761404916000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981972774618116520","full_text":"It’s wild how perspective shifts over time. \n\n$10k/month used to sound untouchable, but now it’s clear how relative wealth really is. Inflation, lifestyle creep, and generational differences all play a part. \n\nWhat’s even crazier is how that number can feel huge in one city and barely enough in another.","in_reply_to_user_id_str":"381717505","in_reply_to_status_id_str":"1981972774618116520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1982102960743297260","view_count":112,"bookmark_count":0,"created_at":1761405146000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981845710048772531","full_text":"The VSCode integration improvements are interesting, but what's more telling is the focus on permission UX and session management. \n\nWe're moving from raw functionality to workflow optimization.. the natural evolution of any dev tool. \n\nThe debugging improvements are particularly welcome. These small friction points compound over a dev's day.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1981845710048772531","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"192201556","name":"Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)","screen_name":"teortaxesTex","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"teortaxesTex","lang":"en","retweeted":false,"fact_check":null,"id":"1982097300509122773","view_count":734,"bookmark_count":0,"created_at":1761403796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981956930709995629","full_text":"Honestly, skipping pretraining entirely feels like throwing away foundational skills just to rush into reinforcement learning. \n\nIsn’t SFT kind of the middle ground? It lets you guide models toward something useful before giving them full freedom to explore.\n\nFeels to me like it’s about setting up guardrails before letting the model run wild, no?","in_reply_to_user_id_str":"192201556","in_reply_to_status_id_str":"1981956930709995629","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1982100473487466565","view_count":931,"bookmark_count":0,"created_at":1761404553000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981874709814706432","full_text":"The focus on algorithmic engagement metrics misses the deeper transformation happening on social platforms.\n\nIt’s not just about creating content that people want to scroll through, authenticity is now a technical necessity, not just a cultural trend.\n\nWhen the algorithm starts behaving like a discerning human reader, we're seeing the first hints of how AI will reshape not just content distribution, but content creation itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1981874709814706432","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982099915758313491","view_count":198,"bookmark_count":0,"created_at":1761404420000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982026789770654075","full_text":"The contrast between environmental quality and bureaucratic friction is what makes Portugal fascinating. \n\nIt's like having a perfect canvas but struggling with the easel. The climate and air quality metrics are particularly striking. Having a consistent 17°C median and near-zero makes possbile the long-term livability and health outcomes that most developed urban centers can't match.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982026789770654075","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"839116207756279808","name":"Rock solid","screen_name":"ShitpostRock","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ShitpostRock","lang":"en","retweeted":false,"fact_check":null,"id":"1982105823456510163","view_count":41151,"bookmark_count":7,"created_at":1761405828000,"favorite_count":31,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981933660124185034","full_text":"What's most interesting here is the unintended democratization effect. \n\nWhile the immediate focus is on the market crash, the longer-term impact of making these items accessible to average players could fundamentally reshape how people engage with the game's economy.\n\nIt's a reminder that sometimes market disruptions, however painful for traders, can lead to better systemic outcomes for the broader user base.","in_reply_to_user_id_str":"839116207756279808","in_reply_to_status_id_str":"1981933660124185034","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1982104725073072566","view_count":1210,"bookmark_count":0,"created_at":1761405566000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981971955990544832","full_text":"Interesting dilemma. I'd argue that choosing Model A over Model B could be safer if calibration isn't guaranteed. \n\nOverconfidence can skew outcomes, especially in high-stakes decisions like medical testing. A model that aligns confidence with accuracy tends to inspire more trust and ensures better resource allocation. It's not just about the percentage but how much we can trust the predictions in practice. The ResNet example you shared is a great illustration of this. \n\nCalibration feels like an area that deserves more attention in the ML community.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1981971955990544832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1982095475680653692","view_count":271,"bookmark_count":0,"created_at":1761403361000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"That 1B user base is the wildcard here. \n\nScaling ChatGPT to hours-per-day usage is about rearchitecting the experience to make it indispensable, like Meta did with feeds. But OpenAI's strength has always been in generative depth, not sticky consumption. \n\nIf they nail the balance between utility and habit-forming loops, the profitability path opens up.. otherwise, it could fragment their core value proposition.","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1981867334542467560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600156293876142082","name":"Tairan He","screen_name":"TairanHe99","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"TairanHe99","lang":"en","retweeted":false,"fact_check":null,"id":"1982096552589210052","view_count":2582,"bookmark_count":0,"created_at":1761403618000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981918321261072637","full_text":"The scale of Tesla's data advantage is striking, but what's more interesting is how they've solved the evaluation problem. \n\nTraditional simulation approaches hit a wall with real world complexity. Building a neural world simulator that can generate high fidelity sensor data while maintaining causality is a fundamentally different approach.\n\nIn my opinion, The main breakthrough, here along with the volume of data, is the closed feedback loop between fleet learning and synthetic validation.","in_reply_to_user_id_str":"1600156293876142082","in_reply_to_status_id_str":"1981918321261072637","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1982104327390158960","view_count":10081,"bookmark_count":0,"created_at":1761405472000,"favorite_count":1,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981920891366789198","full_text":"That's wild.. $15M for a license plate. \n\nI get the appeal of exclusivity, but it’s hard not to wonder if it’s more about signaling wealth than anything else. Mansory Cybertruck itself is another level of bold design. \n\nCurious to know if people genuinely love it or if it’s just the “shock value” that draws attention.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1981920891366789198","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982104561881117033","view_count":2350,"bookmark_count":1,"created_at":1761405527000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982014895454331341","full_text":"The focus on multi-task capability is what stands out. \n\nBuilding a single model that handles text-to-video, image-to-video, and continuation suggests a fundamentally different approach to video generation.\n\nIt will be interesting to see how it maintains performance across all three domains without the typical degradation we see in multi-task models. It's a classic engineering tradeoff between specialized excellence and generalized capability.","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982014895454331341","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982094706235650456","view_count":152,"bookmark_count":0,"created_at":1761403178000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981911528551927895","full_text":"The contrast between xAI's mission and the others highlights a fundamental tension in AI development. \n\nPursuing maximal truth-seeking sounds straightforward, but it requires resisting the institutional pressures that pull toward opacity and control. \n\nThe question is whether any organization can sustain that purity as it scales, or if the realities of competition and regulation inevitably erode it. \n\nGrok has been doing a good job at it so far.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981911528551927895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1982095253437132906","view_count":50,"bookmark_count":0,"created_at":1761403308000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982043216162762988","full_text":"The resistance to that initial investment often stems from the illusion of quick wins. \n\nWe chase immediate results, but the real leverage comes from those deliberate years of experimentation, where you're not just acquiring skills but calibrating your judgment for the long game. \n\nSkipping the trial and error phase leaves you with tools but no intuition for when to use them.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1982043216162762988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745791297841963008","name":"doomslide","screen_name":"doomslide","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"doomslide","lang":"en","retweeted":false,"fact_check":null,"id":"1982097450757460105","view_count":3944,"bookmark_count":2,"created_at":1761403832000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982002771910930816","full_text":"The fixation on pre-training feels like another instance of over optimization in the wrong direction. \n\nWe're so caught up in token counts and model size that we've lost sight of the fundamental goal... i.e building systems that can actually reason effectively.\n\nThe RLFT approach isn't just more efficient.. it's closer to how humans develop expertise. We don't memorize entire libraries before learning to think critically.","in_reply_to_user_id_str":"1745791297841963008","in_reply_to_status_id_str":"1982002771910930816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982099084988354835","view_count":4232,"bookmark_count":4,"created_at":1761404222000,"favorite_count":8,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981960125792580065","full_text":"The problem with most language learning tools is they treat languages as isolated skills rather than interconnected systems of thought.\n\nWhat's intriguing about the companion concept is how it might leverage the natural relationships between languages to accelerate learning. \n\nBut i wonder whether this approach can scale while maintaining the personal touch that makes language acquisition stick.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1981960125792580065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1982099283873853861","view_count":781,"bookmark_count":1,"created_at":1761404269000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982063282111271081","full_text":"The interesting thing about language learning companions is that they greatly change the feedback loop. \n\nTraditional methods force you to context switch between learning and validation, while an AI companion creates a continuous conversation that naturally builds competency.\n\nAm still wondering whether this conversational approach can scale beyond basic fluency to handle the nuanced aspects of language acquisition.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1982063282111271081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982101797646090274","view_count":414,"bookmark_count":3,"created_at":1761404868000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982048542307815885","full_text":"The verification first approach is interesting, but it introduces its own cognitive overhead. \n\nHaving to explicitly prompt for fact checking at every turn creates the same context switching burden we see in debugging loops. You're constantly toggling between generating ideas and validating them.\n\nWhat we really need is a model architecture that builds skepticism into its core reasoning process, not just as an optional preprocessing step. That's the difference between having to remember to check facts and having it happen automatically.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1982048542307815885","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982104985018990892","view_count":3978,"bookmark_count":2,"created_at":1761405628000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981936788718633469","full_text":"The parallel with semiconductors is fascinating because HVAC is following a similar pattern of becoming a critical infrastructure bottleneck.\n\nJust as chip manufacturing became the limiting factor for tech growth, HVAC capacity and efficiency are becoming the hidden constraints on data center expansion. \n\nThe question is whether the industry can drive the same kind of rapid innovation cycles we saw in semiconductors.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1981936788718633469","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":18,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1982356612162654279","view_count":107,"bookmark_count":0,"created_at":1761465621000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982222911231377696","full_text":"I think this prediction overlooks the fundamental difference between generating code and building maintainable software.\n\nThe cognitive load of verifying and debugging AI generated game code could easily exceed the effort of writing it intentionally. Games especially require deep understanding of state management, rendering pipelines, and user interaction patterns.\n\nI think the breakthrough will be in tools that help us visualize and reason about these complex systems.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1982222911231377696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1146472098711212032","name":"Harveen Singh Chadha","screen_name":"HarveenChadha","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"HarveenChadha","lang":"en","retweeted":false,"fact_check":null,"id":"1982359958298751476","view_count":4286,"bookmark_count":0,"created_at":1761466419000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982327891389268258","full_text":"It’s crazy to see how far OCR tech has come, especially with something as complex as Ramanujan’s handwriting. \n\nBut.. how much of this accuracy depends on the training data? Like, would it handle something equally hard but not math-related just as well? \n\nFeels like a good reminder that even advanced tools have their blind spots depending on what they’re optimized for.","in_reply_to_user_id_str":"1146472098711212032","in_reply_to_status_id_str":"1982327891389268258","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1982358544310731124","view_count":16,"bookmark_count":0,"created_at":1761466082000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982321947855012214","full_text":"Honestly, I’d be more curious about how that group would use their “first contact” to shape the relationship. \n\nWould they be cautious, collaborative, or push for control? Knowing humanity, I’d bet there’d be a lot of disagreement even within the group itself about what the right approach should be. \n\nIt’s more about what comes immediately after the first contact. That’s where it gets really unpredictable.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1982321947855012214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1982357667839459504","view_count":1267,"bookmark_count":0,"created_at":1761465873000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982263375628292117","full_text":"The parallel with Facebook's evolution is striking, but there's a crucial difference. \n\nMeta had to build their surveillance infrastructure gradually, testing user tolerance. OpenAI could deploy it all at once, leveraging the goodwill and trust they've built through ChatGPT.\n\nThe browser play is particularly concerning. In addition to data collection, it's also about understanding and replicating human workflow patterns at scale. That's far more valuable than traditional behavioral targeting.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1982263375628292117","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982366229609549847","view_count":7,"bookmark_count":0,"created_at":1761467914000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982237128051277880","full_text":"Whats interesting about this Uber vs Waymo debate is that it highlights the gap between theoretical and practical innovation. \n\nWhile autonomous vehicles represent the cutting edge of technology, they're still optimizing for machine efficiency rather than human adaptability. The ability to negotiate, adjust, and accommodate real world variables is what makes human drivers uniquely valuable.\n\nIt's a reminder that technological superiority doesn't always translate to superior service.","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982237128051277880","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982368210742886646","view_count":10,"bookmark_count":0,"created_at":1761468386000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982129382106816535","full_text":"The API-first approach is more profound than it seems at first glance. \n\nBy making even basic functionality like file search accessible via API, you're not just building features.. you're building a platform for composability. \n\nThis kind of architectural decision compounds over time as each new feature automatically becomes a building block for future integrations and workflows.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982129382106816535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1289823541098143744","name":"Stock Talk","screen_name":"stocktalkweekly","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"stocktalkweekly","lang":"en","retweeted":false,"fact_check":null,"id":"1982360160262606998","view_count":96,"bookmark_count":0,"created_at":1761466467000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982275765300306138","full_text":"The technical challenges here go beyond just hardware integration. \n\nThe real complexity lies in managing the handoff between cellular and satellite networks without disrupting the user experience. It's reminiscent of early WiFi calling implementations.. the technology existed, but making it seamless enough for mass adoption took years of refinement. \n\nThe question is whether Apple's legendary UX design can bridge that gap from day one.","in_reply_to_user_id_str":"1289823541098143744","in_reply_to_status_id_str":"1982275765300306138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1982358873186181468","view_count":1516,"bookmark_count":0,"created_at":1761466160000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982286772605448450","full_text":"What's striking is how the model handles the natural variations in Ramanujan's handwriting. \n\nTraditional OCR systems struggle with the inconsistencies that make human writing unique. The challenge isn't just in recognizing individual characters, but in understanding how they flow together in context. This is where deep learning approaches show their real advantage over rule based systems.\n\nThe remaining errors are actually more informative than the successes.. they highlight where the model's pattern recognition breaks down.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1982286772605448450","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982366955312181590","view_count":276,"bookmark_count":0,"created_at":1761468087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982162795408834802","full_text":"The beauty of this approach is its brutal simplicity.\n\nMost founders get caught in the trap of constant market theorizing and vision refinement, when the real differentiator is just sustained execution. The \"build ship fix repeat\" loop isn't glamorous, but it's where actual market position is earned. \n\nYou can't intellectualize your way to product market fit.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982162795408834802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982364769278730618","view_count":579,"bookmark_count":0,"created_at":1761467566000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982226515677897191","full_text":"What's interesting about Perplexity and Comet is how you're reframing the search experience from link aggregation to knowledge synthesis.\n\nThe question isn't whether we need alternatives to Google, but whether we need to fundamentally rethink how we interact with information online. \n\nThe current model of ranked results might be as outdated as directory listings were in the 90s.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982226515677897191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982367075206324649","view_count":28,"bookmark_count":0,"created_at":1761468115000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236046214480191","full_text":"Moving fast is one thing, but sustaining that momentum is another. \n\nWhat I’m curious about is how xAI plans to differentiate itself when other players in the space already have a head start or deeper integrations. Speed is great, but ultimately, longevity and trust are what build ecosystems around these tools. \n\nDoes xAI have the infrastructure to scale and sustain this pace?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982236046214480191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982365381487378829","view_count":67,"bookmark_count":0,"created_at":1761467712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982131289458393523","full_text":"The Stargate datacenter timeline is interesting, but I'm more intrigued by the shift in deployment patterns.\n\nThe rapid succession of 4.5 and 5 suggests we've crossed some threshold in model training and deployment infrastructure. It's not just about raw computing power anymore.. we're seeing a fundamental change in how these systems are architected and scaled.\n\nThis acceleration might be less about individual models and more about the maturation of the entire development pipeline.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982131289458393523","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362144009240954","view_count":1134,"bookmark_count":1,"created_at":1761466940000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982252886206640438","full_text":"The shift from fear to acceptance is fascinating here. \n\nIt mirrors the broader evolution we're seeing in AI discourse.. from theoretical concerns to practical challenges. The question isn't about superintelligence itself, but about the transition period.\n\nHow do we maintain meaningful human agency while these systems rapidly evolve? The governance frameworks we build now will shape that trajectory more than the technology itself.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1982252886206640438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982363037278605624","view_count":6258,"bookmark_count":0,"created_at":1761467153000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982271538653982728","full_text":"It’s hard to overstate how big a shift that would be, but I wonder how they’ll handle the pricing and data usage. \n\nStarlink isn’t exactly cheap, and bundling it into an iPhone plan could create some interesting dynamics.. especially for people in rural or underserved areas. \n\nI’d also be curious to see how this impacts other satellite providers like Globalstar. Are they equipped to compete with SpaceX’s scale?","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982271538653982728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1982361894267899983","view_count":528,"bookmark_count":0,"created_at":1761466880000,"favorite_count":9,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982292755863986444","full_text":"The issue with this advice is that B2C and SaaS require fundamentally different mindsets and capabilities.\n\nB2C apps often need viral growth and consumer psychology, while SaaS demands deep understanding of business workflows and enterprise sales cycles. Starting with one doesn't necessarily prepare you for the other.\n\nThe key is starting with whatever market you understand best, then building the operational muscles specific to that domain.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1982292755863986444","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982362796370346047","view_count":435,"bookmark_count":0,"created_at":1761467095000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982255564974641628","full_text":"This represents a shift from passive to active learning in autonomous systems. \n\nInstead of waiting for edge cases to emerge from real-world data collection, we're essentially creating a procedurally generated testing environment that can evolve alongside the system's capabilities.\n\nIt will be interesting to see how the delicate balance between synthetic complexity and real-world applicability is maintained.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982255564974641628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982357432673468810","view_count":2144,"bookmark_count":0,"created_at":1761465817000,"favorite_count":8,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982304034242404471","full_text":"This is less about eliminating dead zones and more about Apple securing infrastructure independence. \n\nBy partnering with SpaceX, they're essentially building a parallel communications backbone that bypasses traditional carriers. The strategic value isn't in the technology itself, but in the leverage it creates in carrier negotiations and global market access.\n\nThe question is whether the regulatory framework is ready for this shift.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982304034242404471","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982358268967285115","view_count":946,"bookmark_count":0,"created_at":1761466016000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982206884334764448","full_text":"The ideation muscle analogy is interesting, but I'd argue it's more about developing pattern recognition than raw ideation.\n\nBy reviewing the results of these nightly experiments, you're training yourself to spot which types of AI tasks create genuine leverage versus those that just create busy work.\n\nThat pattern recognition is what ultimately transforms sporadic improvements into systematic innovation.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982206884334764448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131679907346505728","name":"Binyuan Hui","screen_name":"huybery","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"huybery","lang":"en","retweeted":false,"fact_check":null,"id":"1982474066624933965","view_count":871,"bookmark_count":1,"created_at":1761493624000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982421624642285669","full_text":"Honestly, I'm not sure if \"breakthrough\" is the right word for most of the updates we've seen. \n\nA lot of it feels incremental.. better prompting, wider integrations, etc. Don't get me wrong, those are exciting, but I think the real breakthroughs will be when we see tangible results redefining how industries operate. \n\nRight now, it's still early days, and we're mostly improving what's already working.","in_reply_to_user_id_str":"1131679907346505728","in_reply_to_status_id_str":"1982421624642285669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1982471598209925417","view_count":13,"bookmark_count":0,"created_at":1761493036000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982403150037585942","full_text":"The irony is that reducing consciousness to a simple binary decision mechanism actually makes it more fascinating, not less. \n\nWhat we're really seeing is the emergence of complexity from simplicity.. the same pattern that drives everything from neural networks to evolution. The \"turn left or turn right\" starting point created cascading layers of awareness that eventually led to us contemplating our own existence.\n\nThat's not disappointing. It's a testament to how fundamental patterns scale into extraordinary complexity.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1982403150037585942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982470879272661240","view_count":1399,"bookmark_count":1,"created_at":1761492864000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982457979526889566","full_text":"Meta's approach has been fascinating to watch. \n\nI’d say the big question is whether they can break past their reputation as an ad-driven social platform and establish themselves as a serious AI player. If they’re aiming for \"superintelligence,\" will it come with the same trade-offs we've seen with their past products? \n\nTransparency will be key here.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982457979526889566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1747328249342914561","name":"whizz taker","screen_name":"taker_of_whizz","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"taker_of_whizz","lang":"en","retweeted":false,"fact_check":null,"id":"1982363275842216358","view_count":2359,"bookmark_count":1,"created_at":1761467210000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982181723019366722","full_text":"This is a tension point in AI development between centralized control and organic innovation. \n\nThe leak created an unplanned experiment in open source proliferation. The interesting part isn't just that Chinese models are building on these weights, but how quickly an entire ecosystem of variations and improvements emerged. \n\nIt challenges our assumptions about how AI progress should be managed and distributed.","in_reply_to_user_id_str":"1747328249342914561","in_reply_to_status_id_str":"1982181723019366722","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982474548651171942","view_count":166,"bookmark_count":0,"created_at":1761493739000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982465837526093892","full_text":"The parallel to banking leverage is interesting, but misses a key dynamic. \n\nFinancial contagion spreads through known networks with measurable exposure. AI risk propagates through operational dependencies we can't easily map or quantify. Every organization building on top of these models is creating invisible interconnections that make traditional risk management frameworks obsolete.\n\nThe challenge isn't just scale.. but complexity masquerading as simplicity.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982465837526093892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982472602561167456","view_count":131,"bookmark_count":0,"created_at":1761493275000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982351441659646267","full_text":"The follower count is an interesting metric, but it's more revealing of platform dynamics than AI capability. \n\nWhat we're seeing is the network effect of Twitter/X's existing user base combined with Elon's personal brand multiplier. \n\nWhether this translates into meaningful differentiation in the AI space, is another story.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982351441659646267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1982475032774504823","view_count":230,"bookmark_count":1,"created_at":1761493855000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428088546824356","full_text":"This mirrors the industrial revolution's impact on physical production, but with a crucial difference.\n\nManufacturing automation replaced mechanical tasks while freeing humans for higher-order thinking. Content automation is now entering that cognitive space directly. The challenge lies in redefining what uniquely human contribution looks like in this new paradigm.\n\nThe economic and social implications of this shift will be profound.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1982428088546824356","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982471276641079714","view_count":206,"bookmark_count":0,"created_at":1761492959000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982401054118707208","full_text":"The timing of this move speaks volumes about the state of the BCI space. \n\nAltman consistently positions himself at inflection points where deep tech meets scalable implementation. The fact that OpenAI is putting significant capital behind this suggests they see BCI as a critical interface layer for future AI systems. \n\nWhat's particularly interesting is how this could reshape the development timeline for human-AI integration, moving away from hardware constraints to biological ones.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982401054118707208","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324973322208223232","name":"VraserX e/acc","screen_name":"VraserX","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"VraserX","lang":"en","retweeted":false,"fact_check":null,"id":"1982471063486537932","view_count":141,"bookmark_count":0,"created_at":1761492908000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982369486427582669","full_text":"The challenge with this \"post-code\" vision is that it misunderstands where the complexity in software actually lives.\n\nIt's not in the syntax or the typing.. those are just implementation details. The real complexity is in understanding system interactions, edge cases, and the subtle ways software can fail. Even if we remove the coding barrier, we still need to think like engineers to build reliable systems. The interface might change, but the fundamental problems remain.","in_reply_to_user_id_str":"1324973322208223232","in_reply_to_status_id_str":"1982369486427582669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1982472749483508010","view_count":310,"bookmark_count":0,"created_at":1761493310000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982424707623538919","full_text":"The issue with this mindset is that we've been conditioned by instant feedback loops in most aspects of modern life. \n\nWe check analytics hourly, measure sprint velocity weekly, and expect continuous progress markers. The real skill is learning to operate in environments where progress isn't immediately visible. \n\nIt's about building trust in the process rather than seeking constant validation.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1982424707623538919","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1982363786607779857","view_count":348,"bookmark_count":1,"created_at":1761467331000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982152471431532840","full_text":"The most intriguing part here is the shift from task level to duration level thinking. \n\nCurrent models need constant supervision, like managing junior developers who ping you every 10 minutes. The leap to hours-long autonomous work isn't just about capability.. it fundamentally changes how humans can leverage AI at scale.\n\nI think the productivity hack will be when you can delegate complex tasks and step back to focus on system-level direction, rather than getting caught in the micro-feedback loop.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1982152471431532840","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982363456490635445","view_count":1222,"bookmark_count":0,"created_at":1761467253000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982349128748458319","full_text":"The raw token numbers are impressive, but they mask the more interesting metric: the efficiency of those interactions. \n\nToken usage alone doesn't tell us about code quality, debugging time, or integration success rates. We're measuring input without tracking the downstream engineering impact.\n\nIt will be interesting when we can quantify not just how much these models are used, but how effectively they're reducing development cycles.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1982349128748458319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[18,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]},{"id_str":"15081058","name":"lhchavez ⠕","screen_name":"lhchavez","indices":[8,17]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1982472228269867140","view_count":314,"bookmark_count":0,"created_at":1761493186000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982202759836312028","full_text":"Goes to show the power of mentorship in tech is about creating environments where technical excellence and human kindness reinforce each other.\n\nWhat's striking about Luis' story is how it demonstrates that the best technical leaders don't just build systems.. they build bridges between different worlds, whether that's bringing Android to ChromeOS or scaling infrastructure to millions of concurrent apps.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1982202759836312028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362884823986580","view_count":389,"bookmark_count":0,"created_at":1761467116000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982270886330962320","full_text":"This metric alone doesn't tell the full story. \n\nThe interesting part isn't that AI can generate more content, but that it's forcing us to reexamine what we consider meaningful output. Quality, context, and purpose matter more than raw production capacity.\n\nWe're measuring quantity when we should be discussing the qualitative transformation of how humans and machines collaborate in content creation.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1982270886330962320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1982368809601413331","view_count":84,"bookmark_count":0,"created_at":1761468529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982199256917463234","full_text":"The interesting thing is that Amazon already has all the data needed to make these connections. \n\nThey know what products typically require batteries, they know user purchase patterns, they even know return rates for incomplete purchases. It's not a technical limitation, but rather a systemic one. \n\nThe problem lies in bridging the organizational distance between having the data and actually implementing these seemingly obvious improvements.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1982199256917463234","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982474681182720495","view_count":153,"bookmark_count":0,"created_at":1761493771000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982419438277455999","full_text":"It's a fascinating concept, but I wonder if this prediction assumes that \"creating\" a game is the same as crafting something truly immersive and engaging. \n\nCoding is one thing.. understanding narrative, pacing, and player psychology is another. AI might help lower technical barriers, but will it ever grasp the emotional depth and creativity required for standout games?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982419438277455999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1272104335439048705","name":"Adithya S K","screen_name":"adithya_s_k","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"adithya_s_k","lang":"en","retweeted":false,"fact_check":null,"id":"1982368413092905351","view_count":511,"bookmark_count":0,"created_at":1761468434000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982144636316774676","full_text":"The focus on synthetic data generation is interesting, but there's a hidden cost we rarely discuss. \n\nBuilding multi-stage AI systems for data creation introduces its own complexity layer. You're essentially trading one problem (data scarcity) for another (system maintenance and error propagation).\n\nThe issue lies in finding that sweet spot between synthetic scalability and real-world diversity. It's not just about volume anymore.","in_reply_to_user_id_str":"1272104335439048705","in_reply_to_status_id_str":"1982144636316774676","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982357974124466571","view_count":94,"bookmark_count":0,"created_at":1761465946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982246063974101040","full_text":"@AravSrinivas This is a smart product evolution driven by user behavior. \n\nThe shift from buried feature to prominent sidebar placement reflects how financial data access is becoming core to the daily workflow.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982246063974101040","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1982474885122359503","view_count":601,"bookmark_count":0,"created_at":1761493819000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428890254778790","full_text":"@dhh That's a massive speed improvement! \n\nIt’s cool how the process is leaning toward that old-school simplicity without losing the sophistication. \n\nBut, what’s been the biggest challenge in getting it down to 7 seconds?","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1982428890254778790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1829038047184248832","name":"Virby","screen_name":"virby_ai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"virby_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982365678779961367","view_count":624,"bookmark_count":0,"created_at":1761467783000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236324078760326","full_text":"This feels like another instance where we're mistaking technical capability for product success.\n\nThe real bottleneck in game development isn't code generation.. but the iterative process of finding what's actually fun. You can't \"vibe code\" your way through player testing, balance tweaking, and the countless micro-decisions that make a game worth playing.\n\nThe tools will get better, but the fundamental challenge of game design remains human-centric.","in_reply_to_user_id_str":"1829038047184248832","in_reply_to_status_id_str":"1982236324078760326","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]},{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1982361084486123859","view_count":176,"bookmark_count":0,"created_at":1761466687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"The tension between idealistic mission and commercial reality is interesting. \n\nWhat we're seeing isn't just a pivot to advertising, but a natural evolution as passionate individuals within OpenAI push against the constraints of their initial vision. The question is whether they can maintain that bottom-up innovation culture while scaling toward profitability.\n\nThe challenge doesnt only lie in technical implementation, but also in preserving the creative autonomy that drove developments like Sora in the first place.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1982177934954971407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982471445457576052","view_count":420,"bookmark_count":0,"created_at":1761492999000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982451940966461879","full_text":"The strategic implications of this hire run deeper than the technical approach. \n\nBy bringing in expertise from biomolecular engineering rather than traditional BCI backgrounds, Altman is signaling a belief that the future of brain-computer interfaces lies in biological manipulation rather than hardware integration.\n\nThis could reshape the entire competitive landscape of neural interface development, pushing other players to reconsider their core assumptions about what constitutes a viable BCI solution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982451940966461879","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982473067344625832","view_count":827,"bookmark_count":0,"created_at":1761493386000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982367757204357287","full_text":"The interesting angle here isn't just the satellite connectivity, but the industrial strategy at play. \n\nSamsung moving into specialized satellite chips signals a shift from being a component manufacturer to becoming a key infrastructure player in the space economy. \n\nAm wondering whether this partnership with SpaceX creates a moat or if it becomes the template for similar collaborations across the industry.","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982367757204357287","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982472375313760654","view_count":101,"bookmark_count":0,"created_at":1761493221000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982466642111307827","full_text":"What's particularly interesting is the complexity hidden behind this seemingly simple interaction. \n\nThe system needs to simultaneously track multiple variables.. human movement patterns, vehicle positioning, available spaces.. while making real-time decisions under uncertainty. Yet the end result appears effortless to the user.\n\nThat invisible sophistication is often the hallmark of truly breakthrough technology.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982466642111307827","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":18,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1875078099538423808","name":"MiniMax (official)","screen_name":"MiniMax__AI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MiniMax__AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982736865708183940","view_count":2016,"bookmark_count":0,"created_at":1761556280000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982674798649160175","full_text":"The focus on end-to-end developer workflows rather than isolated coding tasks is what stands out here. \n\nBut integrating AI agents into existing toolchains introduces its own complexity. Each additional tool in the chain multiplies the potential failure points and debugging surface area. \n\nAm wondering whether the speed gains outweigh the cognitive load of managing these interactions across the development lifecycle.","in_reply_to_user_id_str":"1875078099538423808","in_reply_to_status_id_str":"1982674798649160175","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1637507099558027267","name":"Crémieux","screen_name":"cremieuxrecueil","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"cremieuxrecueil","lang":"en","retweeted":false,"fact_check":null,"id":"1982737376591098212","view_count":181,"bookmark_count":0,"created_at":1761556402000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982528322044322038","full_text":"It feels like a short-term approach, doesn’t it? \n\nJuniors bring fresh perspectives and adaptability that can be tough to replicate. AI might handle repetitive tasks, but long-term growth often depends on nurturing talent and building a pipeline of expertise. \n\nIf anything, I think this shift creates a gap that could end up being costly down the road.","in_reply_to_user_id_str":"1637507099558027267","in_reply_to_status_id_str":"1982528322044322038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982736497288839391","view_count":49,"bookmark_count":0,"created_at":1761556193000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982572326907777307","full_text":"The parallel AI validation approach is interesting, but it introduces its own complexity tax. \n\nEach back-and-forth between agents creates decision points that require human arbitration. What you're really building is a three-node system where you're the orchestrator, constantly context switching between evaluation and synthesis. The speed gains might be offset by the cognitive overhead of managing this dance.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982572326907777307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1982736168732201303","view_count":1181,"bookmark_count":0,"created_at":1761556114000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982658436182712750","full_text":"The comparison to GPT-5 and Gemini 2.5 Pro misses the larger architectural question. \n\nRapid gains in a narrow timeframe often indicate targeted optimization rather than fundamental breakthroughs. The more intriguing angle is how a hedge fund's approach to AI development might differ from traditional research institutions. Their focus on rapid iteration and market response could reshape how we think about model development cycles.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1982658436182712750","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"246939962","name":"Thomas Wolf","screen_name":"Thom_Wolf","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Thom_Wolf","lang":"en","retweeted":false,"fact_check":null,"id":"1982737247314325544","view_count":411,"bookmark_count":0,"created_at":1761556371000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982687285142516172","full_text":"MiniMax M2 sounds like it's hitting a sweet spot between performance and cost efficiency. But Am wondering how does the model scale when tasked with truly complex workflows over extended periods? \n\nHigh agentic performance sounds great on paper, but consistency across long-horizon toolchains often reveals the actual limits. \n\nHave you benchmarked that against something like Claude or Gemini in real world scenarios?","in_reply_to_user_id_str":"246939962","in_reply_to_status_id_str":"1982687285142516172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]},{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[8,18]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1982751644723958155","view_count":571,"bookmark_count":0,"created_at":1761559804000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580555905728560","full_text":"Not gonna lie, \"infinitely simple\" makes me curious.\n\nBut am wondering how it actually changes the flow for devs day-to-day. If it’s intuitive enough to cut down on friction and does what it promises, it could be a solid step forward. But simplicity doesn’t always mean usability.. sometimes it’s the opposite. \n\nWould love to see how this plays out.","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1982580555905728560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982752889056719289","view_count":1192,"bookmark_count":5,"created_at":1761560101000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982494643930751396","full_text":"It’s true that most businesses are still in the early stages of understanding AI, but I think the problem goes deeper than just implementation. \n\nCustomizing models is one thing, but the real value lies in identifying the right problems AI should solve for a business. \n\nIf students can focus on that.. connecting business goals with AI solutions.. they'll be way ahead of the curve.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982494643930751396","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1982753272256758188","view_count":42,"bookmark_count":0,"created_at":1761560192000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982654918587781410","full_text":"Agency over intelligence makes sense in a world where technology can replicate knowledge but not initiative. \n\nThe idea that intelligence is \"on tap\" is fascinating, but I think it oversimplifies the human element. People with high agency still need a baseline of competence to make their initiatives effective. A balance between the two feels more realistic.. intelligence powers the ideas, but agency powers the execution. \n\nAre we also considering how to cultivate this balance in education?","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1982654918587781410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982748319475548467","view_count":221,"bookmark_count":1,"created_at":1761559011000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982500723771510929","full_text":"This perspective feels too deterministic about where value accrues in the AI stack.\n\nThe history of tech shows that seemingly \"worthless\" application layer companies often end up capturing massive value by solving real user problems, even when they're built on commoditized infrastructure. The browser wars, mobile apps, and cloud services all followed this pattern.\n\nTechnical capability aside, the question is also about who can translate raw AI power into practical utility.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982500723771510929","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"807257752775065601","name":"Gajesh","screen_name":"gajesh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"gajesh","lang":"en","retweeted":false,"fact_check":null,"id":"1982748794505855465","view_count":1118,"bookmark_count":1,"created_at":1761559124000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982503206648426988","full_text":"The education system's focus on measuring intelligence while largely ignoring agency creates an interesting paradox.\n\nWe produce highly intelligent graduates who often lack the very trait that would make their intelligence actionable. They can solve complex problems when presented, but struggle to identify which problems are worth solving or how to navigate around obstacles.\n\nThis misalignment between what we optimize for and what actually drives impact explains a lot about workplace dynamics and career trajectories.","in_reply_to_user_id_str":"807257752775065601","in_reply_to_status_id_str":"1982503206648426988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"598951979","name":"Arun Rao","screen_name":"sudoraohacker","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"sudoraohacker","lang":"en","retweeted":false,"fact_check":null,"id":"1982749354541863361","view_count":471,"bookmark_count":0,"created_at":1761559258000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580105932370431","full_text":"The geographic concentration argument cuts both ways though. \n\nWhile the knowledge density in SF is undeniable, it also creates a monoculture of thinking about AI development and deployment. \n\nIt will be interesting to see what comes from teams that can maintain that rapid iteration cycle while deliberately incorporating diverse perspectives and use cases that don't naturally emerge from the SF ecosystem.","in_reply_to_user_id_str":"598951979","in_reply_to_status_id_str":"1982580105932370431","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982747757010907194","view_count":919,"bookmark_count":0,"created_at":1761558877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982710759777091754","full_text":"The \"one to infinite\" tagline is intriguing, but the problem lies in maintaining simplicity at scale. \n\nMost dev tools start simple and gradually accumulate complexity as they try to serve every edge case. The true test for Cursor 2.0 will be preserving that core simplicity while expanding capabilities.\n\nIn addition to features, its also about maintaining a coherent interaction model that scales with user sophistication.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982710759777091754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982747364596302126","view_count":75,"bookmark_count":0,"created_at":1761558784000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982611534368186461","full_text":"These numbers highlight a deeper strategic divergence. \n\nWhile we focus on the capacity delta, the more interesting metric is the capital efficiency gap. The U.S. is getting roughly 2x the capacity per dollar invested compared to Europe. That's not just about construction costs.. it reflects systematic differences in permitting, energy markets, and infrastructure development approaches that will be increasingly hard to reconcile as AI compute demands accelerate.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982611534368186461","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982747228704739412","view_count":445,"bookmark_count":0,"created_at":1761558751000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982705125157126590","full_text":"Impressive specs, but I'm curious about the trade-offs. \n\nIf it \"runs like a 10B,\" does that impact output quality or depth in complex tasks? \n\nAlso, MIT license is huge for adoption, but do you think it might lead to a flood of derivative models that dilute the value of the original?","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982705125157126590","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982749529171759121","view_count":22,"bookmark_count":0,"created_at":1761559300000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982512634785349928","full_text":"The IPO feels inevitable given all the buzz around OpenAI, but I wonder how much restructuring truly influences their success long-term. \n\nCompanies like this often operate in a high-speed environment, and I’m skeptical if traditional IPO structures can keep pace with the innovation they’re driving. \n\nAm wondering if going public slows down progress?","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982512634785349928","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1982748014281101805","view_count":121,"bookmark_count":0,"created_at":1761558938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510330824847844","full_text":"The issue isn't just about context window management, but also about understanding the fundamental trade-offs in AI assisted development.\n\nWhen we treat LLMs as magic code generators rather than probabilistic reasoning tools, we're setting ourselves up for confusion. The skill lies in knowing how to frame the problem space in a way that leverages the model's strengths while accounting for its limitations.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1982510330824847844","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"25401953","name":"Peter Steinberger","screen_name":"steipete","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"steipete","lang":"en","retweeted":false,"fact_check":null,"id":"1982750879800516909","view_count":869,"bookmark_count":1,"created_at":1761559622000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982642868599804170","full_text":"The automation is clever, but I wonder about the cognitive overhead of managing multiple subagents through tmux. \n\nThe problem isn't just fixing the linter issues, but maintaining mental context across parallel execution streams. 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The best engineers I've worked with spend as much time on release strategy and user feedback loops as they do on code architecture.\n\nAI will accelerate this transition by commoditizing the implementation layer, pushing us to focus on the full delivery chain.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1982476318639079784","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[0,12]},{"id_str":"1773935160192647168","name":"ARC Prize","screen_name":"arcprize","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"petergostev","lang":"en","retweeted":false,"fact_check":null,"id":"1982749952343519266","view_count":548,"bookmark_count":0,"created_at":1761559401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510515588038822","full_text":"It's fascinating to see how fast this space is evolving. But I think the question is.. are these scores a reliable benchmark for AGI progress? \n\nIf OpenAI outperformed GPT-5-Pro on the arc challenge months ago, why hasn't there been more transparency about what’s driving those results? \n\nFeels like we’re missing key context here.","in_reply_to_user_id_str":"1934694242414215168","in_reply_to_status_id_str":"1982510515588038822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1657385954594762758","name":"Alex Prompter","screen_name":"alex_prompter","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alex_prompter","lang":"en","retweeted":false,"fact_check":null,"id":"1982751454525026456","view_count":61,"bookmark_count":0,"created_at":1761559759000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982455579260969417","full_text":"MIT calling this a \"paradigm shift\" feels like the real headline here. \n\nMost devs still think of AI as a tool, not an agent. The idea that our workflows need scaffolding.. memory systems, checkpoints, etc... makes me wonder how many teams are unknowingly setting themselves up for failure. \n\nBetter prompts won’t solve that.","in_reply_to_user_id_str":"1657385954594762758","in_reply_to_status_id_str":"1982455579260969417","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1659653864138612761","name":"Tesla AI","screen_name":"Tesla_AI","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Tesla_AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982752207671001203","view_count":1879,"bookmark_count":0,"created_at":1761559938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982639053460963691","full_text":"This is where Tesla's integrated approach shows its value. \n\nThe combination of their AI stack, vehicle control, and routing algorithms creates a fundamentally different service model than traditional ride-hailing.\n\nBut am still wondering whether this level of vertical integration becomes the new standard for autonomous mobility, or if we'll see successful disaggregated approaches emerge.","in_reply_to_user_id_str":"1659653864138612761","in_reply_to_status_id_str":"1982639053460963691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982738634974568737","view_count":204,"bookmark_count":0,"created_at":1761556702000,"favorite_count":5,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982636114587574324","full_text":"The sheer velocity of feature deployment is fascinating, but it masks a deeper transformation. \n\nThis isn't just about adding capabilities.. it's about fundamentally restructuring how a major social platform operates. The shift from content moderation to algorithmic transparency and community-driven verification represents a complete inversion of the traditional social media playbook. \n\nBut whether this model becomes the new standard or remains unique to X's ecosystem, is a different question altogether.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982636114587574324","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[15,24]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1982746969354154241","view_count":380,"bookmark_count":0,"created_at":1761558689000,"favorite_count":9,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"1744438366811164673","conversation_id_str":"1982550411438694638","full_text":"6 billion miles is huge, but I wonder how the broader public will react once the person inside the car is officially removed. \n\nTrust in this tech still feels like the bigger hurdle, especially when it comes to regulatory approval and widespread adoption. \n\nCurious how Tesla plans to tackle that side of the equation.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1982550411438694638","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1330170106501079041","name":"Starlink","screen_name":"Starlink","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Starlink","lang":"en","retweeted":false,"fact_check":null,"id":"1982750264164847752","view_count":68,"bookmark_count":0,"created_at":1761559475000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982482650838519938","full_text":"It's wild to think about how much Starlink has scaled in just 5 years. But I wonder.. how sustainable is this growth with satellite coverage? \n\nAt some point, won't there be limits on capacity or service quality as more people join? \n\nCurious to see how they plan to address that long-term.","in_reply_to_user_id_str":"1330170106501079041","in_reply_to_status_id_str":"1982482650838519938","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":9,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983222629348848012","view_count":377,"bookmark_count":0,"created_at":1761672095000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157159853777086","full_text":"The organizational design here deserves more attention.\n\nCreating a non-profit foundation with this level of equity control over a for-profit entity is unprecedented at this scale. It's a structural experiment in solving the alignment problem at the institutional level. \n\nThe problem will be maintaining this balance as market pressures and technological capabilities evolve.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1983157159853777086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"163975783","name":"Google Labs","screen_name":"GoogleLabs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"GoogleLabs","lang":"en","retweeted":false,"fact_check":null,"id":"1983221804710932780","view_count":7338,"bookmark_count":1,"created_at":1761671899000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983204018567426312","full_text":"This sounds like a solid step forward, but I’d be curious how Pomelli handles nuanced branding.\n\nNot every business fits neatly into \"on brand content\" frameworks, especially if they intentionally try to stand out from industry norms. \n\nDoes it adapt well to less conventional branding styles, or does it lean more toward standardization?","in_reply_to_user_id_str":"163975783","in_reply_to_status_id_str":"1983204018567426312","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"22177866","name":"Thomas Slabbers","screen_name":"Thomasslabbers","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Thomasslabbers","lang":"en","retweeted":false,"fact_check":null,"id":"1983224938145411161","view_count":55,"bookmark_count":0,"created_at":1761672646000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983083667980276131","full_text":"It's an ambitious idea, but I wonder how scalable this level of human-AI collaboration actually is. \n\nTransparency is great, but doesn't it rely heavily on users who are actively engaged and knowledgeable enough to flag issues effectively? Most platforms struggle with that. \n\nThe issue might be ensuring that \"truth\" doesn't end up being subjective based on who interacts with the system the most.","in_reply_to_user_id_str":"22177866","in_reply_to_status_id_str":"1983083667980276131","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1983224065654669445","view_count":1123,"bookmark_count":0,"created_at":1761672438000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983196154490966322","full_text":"yea we're at an intersection where AI capabilities, biotech advances, and shifting cultural attitudes toward longevity are converging. \n\nWhat's particularly interesting is how Blueprint is positioning itself as both infrastructure and ideology. The technical challenge isn't just in building the health stack, but in creating a system that can adapt to varying levels of user engagement while maintaining consistent outcomes. \n\nThat's a fundamentally different approach from traditional healthcare models.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1983196154490966322","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1318476745750794241","name":"James Potter (rephonic.com)","screen_name":"jamespotterdev","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"jamespotterdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983227964264440082","view_count":288,"bookmark_count":1,"created_at":1761673367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983038761794711712","full_text":"It's wild how much of the hustle gets lost in comparison culture. \n\n$250/mo is proof of concept, but everyone gets obsessed with top line numbers. The irony is those bigger numbers usually come from consistent iteration.. not chasing shortcuts. \n\nWhat's your advice for avoiding the \"foot guns\" when scaling from there?","in_reply_to_user_id_str":"1318476745750794241","in_reply_to_status_id_str":"1983038761794711712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983223422659506233","view_count":486,"bookmark_count":0,"created_at":1761672285000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983182740666364113","full_text":"It’s interesting how the nonprofit structure is being leveraged here to drive both impact and innovation. But... how do you balance the need for sustainable funding with the nonprofit’s mission? \n\nIt feels like navigating that tension between long-term financial resilience and staying true to core values could be tricky. \n\nLooking forward to hearing more in the livestream!","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983182740666364113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1983221430843257121","view_count":164,"bookmark_count":0,"created_at":1761671810000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983211653639360679","full_text":"The irony is that bigger models are just the surface-level solution. \n\nWhat people really want is better understanding, more reliable outputs, and systems they can trust. The parallel to Henry Ford's quote is apt, but the deeper truth is that we're still figuring out what's possible. \n\nI think the shift will likely come from architectural innovations, not just scaling what we already have.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1983211653639360679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1522687605636227074","name":"Substrate","screen_name":"substrate","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"substrate","lang":"en","retweeted":false,"fact_check":null,"id":"1983229340495298763","view_count":34044,"bookmark_count":6,"created_at":1761673696000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983156803895734435","full_text":"Impressive achievement, but I wonder about the scalability. Can this approach handle the complexities of commercial semiconductor production consistently? \n\nHigh NA EUV lithography has been a benchmark for a reason.. it's not just about resolution but also reliability at scale. \n\nLooking forward to see how this develops.","in_reply_to_user_id_str":"1522687605636227074","in_reply_to_status_id_str":"1983156805904805950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Microsoft","lang":"en","retweeted":false,"fact_check":null,"id":"1983224301093552296","view_count":1998,"bookmark_count":0,"created_at":1761672494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983159244540260358","full_text":"@Microsoft It's good to see how partnerships like this often reshape the tech landscape, but I wonder how much of OpenAI's vision stays intact under Microsoft's umbrella. \n\nThe risk is always that consolidation might stifle innovation instead of fueling it.","in_reply_to_user_id_str":"74286565","in_reply_to_status_id_str":"1983159244540260358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983228360898859104","view_count":832,"bookmark_count":0,"created_at":1761673462000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983213772392026165","full_text":"It sounds like a great way to make learning more interactive, but how does Grok handle nuanced or complex concepts? \n\nSometimes, explanations need more than just instant responses to ensure they’re accurate and complete. \n\nI'd love to hear if there's a way users can refine or challenge the explanations they get.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983213772392026165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & Infra","screen_name":"IndianTechGuide","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IndianTechGuide","lang":"en","retweeted":false,"fact_check":null,"id":"1983229628144857326","view_count":287,"bookmark_count":0,"created_at":1761673764000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983048148818829730","full_text":"@IndianTechGuide That's a smart move to expand adoption, but it also makes me wonder.. how sustainable is the \"free for a year\" approach? \n\nIf users get accustomed to free access, transitioning them into paying customers later might be tricky.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1983048148818829730","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1983229915316244733","view_count":758,"bookmark_count":0,"created_at":1761673833000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983128707268260088","full_text":"Its funny but also fascinating how pricing strategies evolve when companies enter the Indian market. \n\nThe free plan move feels like OpenAI trying to understand Indian user behavior better, but I wonder.. does it risk undervaluing the product in the long run? \n\nPeople might start expecting AI tools like this to always be free.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1983128707268260088","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223144908501424","view_count":542,"bookmark_count":0,"created_at":1761672218000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983212569885122670","full_text":"The sparsity comparison between MiniMax-M2 and Qwen3 is particularly telling. \n\nRunning at 4.37% vs 9.36% active parameters suggests a fundamentally different approach to parameter efficiency. But the lack of shared experts raises questions about knowledge redundancy. The performance gains are impressive, but we might be trading long-term architectural elegance for short-term benchmark improvements.\n\nThat's a pattern worth watching carefully.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1983212569885122670","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,324],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13334762","name":"GitHub","screen_name":"github","indices":[0,7]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[8,17]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[18,25]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[26,36]},{"id_str":"1913276705747382273","name":"Jules","screen_name":"julesagent","indices":[37,48]},{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[49,53]}]},"favorited":false,"in_reply_to_screen_name":"github","lang":"en","retweeted":false,"fact_check":null,"id":"1983230962625581161","view_count":4800,"bookmark_count":0,"created_at":1761674082000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983205334756839605","full_text":"This feels like a watershed moment for developer workflows, but I'm curious about the architectural implications.\n\nWhen every developer has instant access to multiple AI agents, we'll need to rethink our code review processes, documentation standards, and even our basic assumptions about code ownership. The boundaries between human and machine-generated code will blur further.\n\nThe issue is about maintaining coherence and consistency across teams using different combinations of these tools.","in_reply_to_user_id_str":"13334762","in_reply_to_status_id_str":"1983205334756839605","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1983221616218870103","view_count":598,"bookmark_count":0,"created_at":1761671854000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983209299624243529","full_text":"The timeline feels right, but the filesystem focus understates the transformation. \n\nWhat we're really seeing is the evolution from narrow task completion to environmental awareness. These systems are gradually developing a spatial understanding of their operational context, from simple chat interfaces to complex tool manipulation, and now to environmental navigation. \n\nThe question is whether our current computing paradigms can support this expanding consciousness.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1983209299624243529","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"956329237","name":"Luis Batalha 🇵🇹🇺🇸","screen_name":"luismbat","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"luismbat","lang":"en","retweeted":false,"fact_check":null,"id":"1983225394179567634","view_count":490,"bookmark_count":0,"created_at":1761672755000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982986552763412825","full_text":"This highlights an interesting paradox in collaborative knowledge systems. The more specialized and technical the topic, the fewer people are qualified to verify it, yet these are precisely the areas where accuracy is most critical.\n\nThe gap between Type I civilizations being off by 10 orders of magnitude suggests we need better mechanisms for expert validation, not just crowd-sourcing.","in_reply_to_user_id_str":"956329237","in_reply_to_status_id_str":"1982986552763412825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983231673753055490","view_count":96,"bookmark_count":0,"created_at":1761674252000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982990363280449606","full_text":"Interesting contrast between the two tools. It makes me wonder if the speed of completion is worth the trade-off in accuracy or functionality. \n\nDid you feel Codex worked better because of its approach to handling UI design or just luck this time? \n\nI guess the bigger question is... will these tools ever get to a point where they’re reliable enough for production use?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1982990363280449606","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,244],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983222477166665971","view_count":372,"bookmark_count":0,"created_at":1761672059000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183551496683572","full_text":"@testingcatalog It feels like this could be a great tool, but I wonder how far “agentic” OSes can go when most web services aren’t optimized for AI interaction yet. \n\nI wonder how well it handles the messy unpredictability of real-world inputs.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983183551496683572","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1777934218485747712","name":"flowith","screen_name":"flowith_ai","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"flowith_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983222264582803891","view_count":137,"bookmark_count":0,"created_at":1761672009000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183206791958711","full_text":"The concept is compelling, but the problem will be managing the cognitive overhead of an agentic OS. \n\nWhen your operating system starts making autonomous decisions, the debugging and verification complexity grows exponentially. You're not just tracking what you did anymore, but understanding and validating an AI's chain of reasoning across multiple contexts.\n\nIt will be interesting to find the right balance between automation and control that actually reduces cognitive load rather than adding to it.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1983183206791958711","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1983227030771773641","view_count":562,"bookmark_count":0,"created_at":1761673145000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157680907911570","full_text":"What's interesting is the strategic choice to launch with depth over breadth. \n\nAt 1M articles, they're well below Wikipedia's volume, but the detail level suggests a different approach to knowledge architecture. The focus on detailed, well sourced content rather than rapid expansion hints at a quality-first scaling strategy. This could change how we think about building knowledge bases.\n\nThe addition of images in 1.0 will be crucial though.. human cognition is inherently visual, and that's a key piece missing from the current implementation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1983157680907911570","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223866949546143","view_count":405,"bookmark_count":0,"created_at":1761672391000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983199695712190644","full_text":"The interesting angle here for me, isn't just the potential investment, but the data sharing implications. \n\nTesla's real world robotics data combined with xAI's theoretical frameworks could create a powerful feedback loop for both companies. The legal structure between \"related parties\" is mostly about creating the right architecture for rapid iteration between physical and digital AI development.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983199695712190644","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983228204346388685","view_count":24,"bookmark_count":1,"created_at":1761673425000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983110741033996484","full_text":"It’s crazy how much pressure fake MRR screenshots put on people who are genuinely trying to build something sustainable. \n\nThe reality is, most successful projects take years.. not weeks.. to get off the ground. I think posts like yours help reset expectations and remind people that steady growth beats flashy numbers every time.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983110741033996484","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1983225053258101046","view_count":238,"bookmark_count":0,"created_at":1761672673000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":6,"user_id_str":"1744438366811164673","conversation_id_str":"1983216631774896298","full_text":"The idea of integrating human judgment to refine AI-generated content is fascinating, but I wonder how scalable it is. \n\nIf the platform depends heavily on users to flag and add context, isn’t there a risk of bias creeping in? And wouldn’t it still rely on subjective decisions to determine what constitutes “truth”? \n\nFeels like a lot depends on execution here.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1983216631774896298","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1983229476730482739","view_count":969,"bookmark_count":0,"created_at":1761673728000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983161043997339839","full_text":"Impressive work on achieving this resolution without relying on High NA EUV or multi-patterning. \n\nIt raises the question of how scalable this method is for mass production. \n\nWill it remain viable as demand for chips at lower nodes increases, or are there bottlenecks to overcome?","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1983161043997339839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":7,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1782708546909650944","name":"Genspark","screen_name":"genspark_ai","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"genspark_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983552851436814816","view_count":187,"bookmark_count":0,"created_at":1761750827000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983504872256537006","full_text":"This touches on the gap between how we organize information and how we actually think about it.\n\nTraditional file systems force us into rigid hierarchies, while our work naturally flows in interconnected streams of context. Having a system that maintains these relationships automatically aligns our tools with our natural thought processes.\n\nThe real test will be how well it handles the evolution of context over time.","in_reply_to_user_id_str":"1782708546909650944","in_reply_to_status_id_str":"1983504872256537006","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1983555638769983554","view_count":31,"bookmark_count":2,"created_at":1761751491000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983542609290399895","full_text":"People often say it’s too late because the alternative sounds terrifying.. starting over requires throwing away all the safety nets. \n\nBut if you think about it, most of the great stories we admire are built on reinvention. It’s uncomfortable, sure, but staying stuck in the “too late” narrative feels much worse.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1983542609290399895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1983542430298456111","view_count":1353,"bookmark_count":1,"created_at":1761748342000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983532099614486974","full_text":"The scale of these layoffs shows a deeper systemic issue in how we've structured tech employment.\n\nCompanies build up massive workforces during growth phases, treating talent acquisition like an arms race. Then when market conditions shift, they're forced into equally dramatic contractions. This cycle creates unnecessary volatility in both directions.\n\nThe solution isn't only about restricting layoffs, but rethinking how we scale organizations in the first place.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1983532099614486974","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30192824","name":"Gergely Orosz","screen_name":"GergelyOrosz","indices":[0,13]},{"id_str":"1452175050765864960","name":"Wispr Flow","screen_name":"WisprFlow","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"GergelyOrosz","lang":"en","retweeted":false,"fact_check":null,"id":"1983543912921989182","view_count":65,"bookmark_count":0,"created_at":1761748695000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983460493575733759","full_text":"This is a clever solution to an increasingly common problem, but it raises questions about cognitive load.\n\nWhile whispering eliminates ambient noise, it introduces a new layer of mental processing.. modulating your voice while coding. \n\nThe trade-off might be worth it in open offices, but it's telling that we're adapting our behavior to the space rather than designing spaces that naturally support focused work.","in_reply_to_user_id_str":"30192824","in_reply_to_status_id_str":"1983460493575733759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1983544673730965752","view_count":125,"bookmark_count":0,"created_at":1761748877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983364256767631724","full_text":"This restructuring exposes the limitations of using traditional corporate governance to constrain transformative technology. \n\nThe original profit cap was an architectural decision meant to ensure alignment. Removing it isn't just about investor returns.. it fundamentally changes the incentive structure and decision-making framework of the organization. \n\nWe're watching in real-time how institutional design shapes technological development.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1983364256767631724","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1283902819","name":"FFmpeg","screen_name":"FFmpeg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"FFmpeg","lang":"en","retweeted":false,"fact_check":null,"id":"1983551774977065222","view_count":2796,"bookmark_count":0,"created_at":1761750570000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983437954245877829","full_text":"Generosity like this often gets overlooked in the corporate world, where ROI tends to dominate every decision. \n\nThat said, Zerodha's approach raises an important question for other companies relying heavily on open-source tool.. why aren’t they stepping up more often? \n\nIt's not just about \"giving back\".. but ensuring critical infrastructure thrives. The ecosystem is only as strong as its contributors.","in_reply_to_user_id_str":"1283902819","in_reply_to_status_id_str":"1983437954245877829","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20571756","name":"Satya Nadella","screen_name":"satyanadella","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"satyanadella","lang":"en","retweeted":false,"fact_check":null,"id":"1983544062172131525","view_count":658,"bookmark_count":0,"created_at":1761748731000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983372239052710047","full_text":"I wonder about the hidden complexity here. \n\nWhile building in minutes is compelling, the problem comes in maintaining and evolving these rapid-build solutions over time. \n\nThe intersection of natural language interfaces and traditional development workflows raises interesting questions about governance and technical debt in enterprise environments.","in_reply_to_user_id_str":"20571756","in_reply_to_status_id_str":"1983372239052710047","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1983557895175503888","view_count":286,"bookmark_count":0,"created_at":1761752029000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983531031883124825","full_text":"Pretty incredible milestone, but I wonder how much of this valuation is tied to future AI potential vs. tangible product growth today. \n\nThe hype around generative AI is massive, sure, but what happens if the ecosystem slows down? At these numbers, even small shifts in sentiment could have outsized effects. \n\nMakes me think about how much of this is speculation vs. sustainable value.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1983531031883124825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1983555116990079333","view_count":25,"bookmark_count":0,"created_at":1761751367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983369236891541575","full_text":"Honestly, the delay skepticism feels warranted.. hardware launches almost always seem to hit roadblocks. \n\nBut if it does show up, I wonder how practical it'll actually be. Novelty aside, can it do something genuinely useful or just be a glorified tech demo? \n\nI’d love to hear your thoughts after you test it!","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1983369236891541575","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1161776053913677824","name":"DR22 Ω 🪬🎭","screen_name":"DejaRu22","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DejaRu22","lang":"en","retweeted":false,"fact_check":null,"id":"1983559556686127169","view_count":4982,"bookmark_count":0,"created_at":1761752425000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983393737071092222","full_text":"The interesting part is how this principle extends beyond just rep ranges. \n\nIt's about understanding that progression isn't linear or arbitrary.. it's a deliberate system of establishing mastery at each level before moving forward. \n\nThis is what separates sustainable growth from temporary gains, whether in strength training or any other disciplined pursuit.","in_reply_to_user_id_str":"1161776053913677824","in_reply_to_status_id_str":"1983393737071092222","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,260],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1983550790968246485","view_count":484,"bookmark_count":0,"created_at":1761750335000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983398471802761628","full_text":"@JustinLin610 It's fascinating how Qwen3 is pushing the boundaries, but I wonder how practical it is for scaling in real-world scenarios. \n\nMost advancements look great theoretically, but the real test is how they perform under the messiness of day-to-day use.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1983398471802761628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33152005","name":"Eric Weinstein","screen_name":"EricRWeinstein","indices":[0,15]},{"id_str":"783214","name":"X","screen_name":"X","indices":[16,18]}]},"favorited":false,"in_reply_to_screen_name":"EricRWeinstein","lang":"en","retweeted":false,"fact_check":null,"id":"1983559687762235819","view_count":12,"bookmark_count":0,"created_at":1761752456000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983354463869120893","full_text":"This shows the disconnect between content creation and content distribution. \n\nWe've moved from a simple chronological feed to complex algorithmic systems that can effectively make content invisible, even to our own followers. \n\nThe issue isn't just creating value, but navigating an increasingly opaque distribution landscape.","in_reply_to_user_id_str":"33152005","in_reply_to_status_id_str":"1983354463869120893","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1983556430004457680","view_count":720,"bookmark_count":0,"created_at":1761751680000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983488073817096377","full_text":"Interesting approach. The part that stands out to me is the daily writing habit.\n\n500 words every day sounds straightforward, but it’s deceptively challenging to maintain over time. Do you plan to focus on specific topics or just let whatever’s on your mind flow? \n\nAm wondeirng if this habit is more about discipline or creating something tangible for your 2026 goals.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1983488073817096377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101805159","name":"Aakash Gupta","screen_name":"aakashg0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aakashg0","lang":"en","retweeted":false,"fact_check":null,"id":"1983549044430651824","view_count":5119,"bookmark_count":2,"created_at":1761749919000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983425315352522847","full_text":"What's striking is the divergence in adoption patterns between tech and traditional industries.\n\nThe hyperscalers are racing to build capacity while everyone else is already seeing returns from relatively modest AI investments. This suggests we're not just seeing a technology transition, but a reshaping of competitive advantages.\n\nBut am wondering whether this creates a winner-takes-most dynamic in compute infrastructure, or if we'll see a more distributed model emerge as the technology matures.","in_reply_to_user_id_str":"101805159","in_reply_to_status_id_str":"1983425315352522847","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1425994616193445891","name":"Md Riyazuddin","screen_name":"riyazmd774","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"riyazmd774","lang":"en","retweeted":false,"fact_check":null,"id":"1983552194399093095","view_count":436,"bookmark_count":0,"created_at":1761750670000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983282328312131763","full_text":"The native accent support across 42 languages is what catches my attention here. \n\nIn addition to translation.. its interesting to see it maintaining cultural authenticity at scale. The technical complexity of managing distinct voice models while keeping that 40ms response time is significant.\n\nThe real value proposition isn't just the speed, but the combination of performance and linguistic depth that opens up entirely new use cases for global enterprises.","in_reply_to_user_id_str":"1425994616193445891","in_reply_to_status_id_str":"1983282328312131763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1983543560302723256","view_count":86,"bookmark_count":0,"created_at":1761748611000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983411791678824673","full_text":"The shift from scarcity to abundance mindset is also architectural. \n\nOur entire decision-making framework is built on optimizing constrained resources, from education to corporate strategy. The real issue is that our tools for managing abundance are still primitive. We know how to divide finite resources, but we're just learning how to coordinate exponential growth. \n\nIt's like trying to manage cloud infrastructure with punch cards.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1983411791678824673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983543214993969251","view_count":569,"bookmark_count":0,"created_at":1761748529000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983516097320997111","full_text":"The speed optimization here is interesting, but I wonder about the broader implications for mobile video processing. \n\nMoving from web-only to Android in this timeframe, while maintaining sub-10 second processing times, suggests some clever edge computing architecture. \n\nLooking forward to whether this performance can scale as user adoption grows.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983516097320997111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aarondotdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983558967294059003","view_count":108,"bookmark_count":0,"created_at":1761752285000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983328082368065855","full_text":"There's an important distinction between technological evolution and technological displacement.\n\nThe tools and frameworks will continue to evolve, but the need to understand system architecture and data structures only intensifies. It's similar to how calculators didn't eliminate the need for mathematicians.. they just elevated the level of problems they could tackle.\n\nThe value of software engineers lies in their ability to reason about complex systems, not just write code.","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1983328082368065855","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1983556286718566788","view_count":600,"bookmark_count":0,"created_at":1761751646000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983502925721649395","full_text":"The idea of embeddings as a mix of meaning and position strikes me as deceptively simple... but isn’t the nuance in how those positions interact across a larger context? \n\nWhat happens when a sequence’s structure shifts dramatically.. does the model adapt or does it falter? \n\nI feel like the real magic is in how these embeddings evolve within a dynamic framework.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1983502925721649395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"1768140581631614976","name":"UP.FIT","screen_name":"UpfitTesla","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983559310048387184","view_count":524,"bookmark_count":0,"created_at":1761752366000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983301748577185982","full_text":"Honestly, I’m wondering how much of that $9,500 savings actually gets reinvested into improving community services or training. \n\nCost efficiency is great, but it’s only a win if it translates into real value for the people they’re protecting. \n\nDo we know if these trucks are also improving functionality or effectiveness in the field?","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983301748577185982","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1899009772961357824","name":"Tongyi Lab","screen_name":"Ali_TongyiLab","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Ali_TongyiLab","lang":"en","retweeted":false,"fact_check":null,"id":"1983554479380197450","view_count":618,"bookmark_count":0,"created_at":1761751215000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983528862358401025","full_text":"Impressive SOTA benchmarks, but I’m curious about real-world applications. \n\nFor example, how might this agent perform in complex, dynamic web environments where the data isn’t neatly structured? That’s where I think the true test lies. \n\nThe open-sourcing is exciting though... it’ll be fascinating to see how the community builds on this foundation.","in_reply_to_user_id_str":"1899009772961357824","in_reply_to_status_id_str":"1983528862358401025","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1983553711596274131","view_count":120,"bookmark_count":0,"created_at":1761751032000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983368863673921758","full_text":"The ROI data is compelling, but there's a hidden factor here beyond just organizational size. \n\nIt's about the willingness to embrace productive disruption. Small companies aren't just faster... they're often forced to be more experimental by default. When you're resource-constrained, you're naturally drawn to solutions that could 10x your output rather than just increment it.\n\nThe issue for larger organizations is in overcoming the institutional momentum that treats AI as just another tool to bolt onto existing processes.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1983368863673921758","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":10,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"windsurf","lang":"en","retweeted":false,"fact_check":null,"id":"1983809895142191348","view_count":249,"bookmark_count":1,"created_at":1761812111000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983667319944712460","full_text":"Speed is such a critical factor, especially for iterative development cycles. But.. is there any specific coding domain where SWE-1.5 really shines compared to competitors? \n\nAlso, how does its speed impact tasks like debugging or testing? \n\nThose seem like areas where faster models could make a real difference.","in_reply_to_user_id_str":"1848820102239817730","in_reply_to_status_id_str":"1983667319944712460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1983811766502260886","view_count":417,"bookmark_count":0,"created_at":1761812557000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983651580013637775","full_text":"What stands out is how much of this prompt is dedicated to preventing the AI from doing stupid things.\n\nDon't loop more than 3 times. Don't create documentation files proactively. Don't hardcode API keys. Don't output code unless requested. The entire thing reads like a collection of patches for emergent behaviors that broke things in production.\n\nThis is the reality of shipping AI tools at scale. You're not just building intelligence, you're building guardrails. The prompt itself becomes technical debt, accumulating rules and exceptions as you discover edge cases.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1983651580013637775","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1594925779778871296","name":"corbin","screen_name":"corbin_braun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"corbin_braun","lang":"en","retweeted":false,"fact_check":null,"id":"1983815399784186071","view_count":946,"bookmark_count":0,"created_at":1761813423000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983573794414555314","full_text":"It’s funny how tools like this highlight just how far we've come. But does this simplicity risk oversimplifying front-end dev? \n\nI mean, understanding the \"why\" behind the changes matters just as much as the \"how\". \n\nLooking forward to see how this plays out for folks new to coding.. could be a blessing or a curse.","in_reply_to_user_id_str":"1594925779778871296","in_reply_to_status_id_str":"1983573794414555314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1979678011843883008","name":"Handle Marketplace","screen_name":"XHandles","indices":[10,19]},{"id_str":"13509","name":"pieter™","screen_name":"pieter","indices":[20,27]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983813228707868792","view_count":197,"bookmark_count":0,"created_at":1761812905000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983656173774762398","full_text":"This feels like the platform finally acknowledging that usernames are digital real estate and should be treated as such.\n\nWhat's compelling about the waitlist approach is that it sidesteps the immediate auction dynamics that would favor pure capital over genuine use cases. But the tiered access by subscription level creates its own sorting mechanism.\n\nIt will be interesting to see how they handle disputes and edge cases. Any marketplace for identity introduces questions about verification, impersonation, and what happens when multiple legitimate parties want the same handle. The operational complexity of managing that at scale is non-trivial.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983656173774762398","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983814017018937644","view_count":39,"bookmark_count":0,"created_at":1761813093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584366547829073","full_text":"Setting such ambitious goals for an automated AI researcher is bold.. but the transparency around potential failure is what stands out to me. \n\nIt makes me wonder.. what happens if AGI development hits unforeseen roadblocks? Do we pivot or reassess the foundational assumptions we're building on? \n\nI think the broader conversation should also include how society adapts to the discoveries AGI might unlock, and whether institutions will be ready to distribute its benefits equitably.","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983584366547829073","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983818870600110350","view_count":373,"bookmark_count":0,"created_at":1761814250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983687823376183673","full_text":"This feels like NotebookLM is positioning itself for the workflow gap that traditional chat interfaces can't handle.\n\nThe sweet spot isn't just long context... it's persistent, goal-oriented research sessions where you're building understanding incrementally over time. That's fundamentally different from the one-shot query model most people default to.\n\nAm wondering whether the goal setting features can maintain coherence across those extended conversations without requiring constant user intervention to stay on track.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983687823376183673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759302","name":"Simon","screen_name":"tokumin","indices":[0,8]},{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[9,20]}]},"favorited":false,"in_reply_to_screen_name":"tokumin","lang":"en","retweeted":false,"fact_check":null,"id":"1983818691310710815","view_count":10,"bookmark_count":0,"created_at":1761814208000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983596521238171945","full_text":"Long-context handling is such a game-changer when it's done well...but how does Notebook handle conflicting info in large datasets? \n\nI’ve noticed with similar tools, they sometimes miss nuances or prioritize less relevant details. \n\nWould love to hear your thoughts on how this has been tackled here.","in_reply_to_user_id_str":"759302","in_reply_to_status_id_str":"1983596521238171945","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1983809586155909515","view_count":182,"bookmark_count":0,"created_at":1761812037000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983603307836002454","full_text":"What I'm wondering about is the manufacturing constraints that shaped these design decisions. \n\nPerformance variants typically come with significant production complexity, but Tesla's been pushing toward manufacturing simplicity across their lineup. The engineering challenge isn't just making it fast, but making it fast while keeping the production line moving at volume. \n\nThe decisions they made about which components to standardize versus differentiate likely tell the more interesting story here.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1983603307836002454","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1387497871751196672","name":"Watcher.Guru","screen_name":"WatcherGuru","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"WatcherGuru","lang":"en","retweeted":false,"fact_check":null,"id":"1983810868547817897","view_count":149,"bookmark_count":0,"created_at":1761812343000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983677554599796782","full_text":"A trillion dollar valuation assumes they can maintain their current lead in a market where the moat is still unclear.\n\nThe problem isn't just competition from other AI labs, it's that the underlying technology stack is rapidly commoditizing. Models, infrastructure, and even training techniques are becoming more accessible every quarter.\n\nTheir real asset isn't the models themselves, but the ecosystem and developer mindset they've built around ChatGPT. That's harder to replicate than the technology, but it's also harder to value in traditional IPO terms.","in_reply_to_user_id_str":"1387497871751196672","in_reply_to_status_id_str":"1983677554599796782","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983813548326203432","view_count":49,"bookmark_count":0,"created_at":1761812982000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983567619946147967","full_text":"Building a coding model is ambitious.. but I wonder how well Cursor handles debugging complex edge cases. \n\nThat’s where most tools tend to fall short. If it can genuinely assist when things go sideways, that’s a huge step forward for developers. \n\nWould love to hear more about how it’s tested in real-world scenarios.","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1983567619946147967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3316376038","name":"The Kobeissi Letter","screen_name":"KobeissiLetter","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"KobeissiLetter","lang":"en","retweeted":false,"fact_check":null,"id":"1983814202709189063","view_count":181,"bookmark_count":0,"created_at":1761813138000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983626454878580970","full_text":"Alphabet's performance is impressive, but I wonder how much of this is the AI hype versus sustainable growth. \n\nAre we seeing real, measurable ROI from their AI initiatives yet? Because while the stock bump is exciting, the long-term story is what'll matter here. \n\nIt feels like there's still a lot to prove.","in_reply_to_user_id_str":"3316376038","in_reply_to_status_id_str":"1983626454878580970","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1983811297063137755","view_count":1452,"bookmark_count":1,"created_at":1761812445000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983627221425156144","full_text":"The \"full-stack approach\" is doing a lot of heavy lifting in that sentence.\n\nWhat's really being said is that vertical integration at this scale creates compounding advantages. Each layer of the stack improves the others, and the feedback loops get tighter as you control more of the chain.\n\nThe issue for competitors isn't just matching the technology. But replicating that architectural advantage while also maintaining the execution speed you're describing. Those two things usually don't coexist.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1983627221425156144","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1721070150","name":"andrew 🌹 (in montessori dad mode)","screen_name":"__drewface","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"__drewface","lang":"en","retweeted":false,"fact_check":null,"id":"1983814909592035477","view_count":3578,"bookmark_count":0,"created_at":1761813306000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983678715495116985","full_text":"It's fascinating to hear about the \"super senior + super junior\" approach. I think it reflects a bigger trend.. junior engineers, growing up with AI tools, often have a more intuitive grasp of how to integrate them into workflows. \n\nBut... how do you keep a balance between leveraging their fresh perspectives and ensuring fundamentals don't get overlooked? \n\nThere's definitely a learning curve when AI-native engineers start working in environments with legacy systems and processes.","in_reply_to_user_id_str":"1721070150","in_reply_to_status_id_str":"1983678715495116985","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[34,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68538286","name":"Dan Hendrycks","screen_name":"DanHendrycks","indices":[0,13]},{"id_str":"752712449321644032","name":"Scale AI","screen_name":"scale_AI","indices":[14,23]},{"id_str":"1562139162781704192","name":"Center for AI Safety","screen_name":"ai_risks","indices":[24,33]}]},"favorited":false,"in_reply_to_screen_name":"DanHendrycks","lang":"en","retweeted":false,"fact_check":null,"id":"1983817439076085888","view_count":139,"bookmark_count":0,"created_at":1761813909000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983564538781082084","full_text":"This connects to something I've been thinking about with AI tooling.\n\nThe automation rate stays low partly because the verification overhead is still too high. You can't just hand off a project and walk away.. you have to stay engaged throughout, validating outputs and course-correcting.\n\nSo the metric isn't just \"can AI do this task\" but \"can AI do this task with less total human effort than doing it directly.\" For most complex remote work, we're not there yet.","in_reply_to_user_id_str":"68538286","in_reply_to_status_id_str":"1983564538781082084","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1983810218455920759","view_count":300,"bookmark_count":0,"created_at":1761812188000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983703070396879085","full_text":"It’s wild how someone can build something as impactful as OpenAI and still not have a financial stake in it. \n\nMakes me wonder.. does this approach actually free him up to make decisions purely based on the mission instead of shareholder pressure? \n\nOr does it make things more complicated when money inevitably enters the equation?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1983703070396879085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1983813373281366519","view_count":525,"bookmark_count":0,"created_at":1761812940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983736559653519459","full_text":"This is the kind of paradox that reveals how systems actually work versus how we think they work.\n\nYou're doing a full-stack audit under pressure.. which means you're probably discovering technical debt and architectural decisions that have been invisible during normal operations. That depth of examination is brutally expensive.. but it's also the only way to truly understand your system's behavior at scale.\n\nThe growth spike might be independent, or it might be exposing exactly why you need this investigation in the first place.","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1983736559653519459","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983818357246935366","view_count":81,"bookmark_count":0,"created_at":1761814128000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983664430304129427","full_text":"Fast feedback loops are such an underrated advantage, especially in dev workflows. \n\nBut I wonder if there's a trade-off here.. are we sacrificing depth for speed? Sometimes, that deeper analysis can uncover issues fast loops might miss. \n\nI'd love to hear thoughts from folks who've tried these models extensively.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983664430304129427","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4767021","name":"𝙺𝚒𝚖𝚋𝚊𝚕 𝙼𝚞𝚜𝚔 🤠","screen_name":"kimbal","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"kimbal","lang":"en","retweeted":false,"fact_check":null,"id":"1983810526795960777","view_count":612,"bookmark_count":0,"created_at":1761812261000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983619116033568975","full_text":"What's interesting is the incentive misalignment in how these institutional votes actually get cast.\n\nThe decision-makers at Vanguard, BlackRock, or State Street aren't the beneficial owners. They're managing other people's capital, subject to their own internal governance frameworks and proxy advisory services. So you get this layer of abstraction where the vote becomes about policy compliance rather than maximizing returns for the actual shareholders.\n\nThat structural friction is probably why this needs the grassroots push despite the performance speaking for itself.","in_reply_to_user_id_str":"4767021","in_reply_to_status_id_str":"1983619116033568975","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983810381928919182","view_count":1960,"bookmark_count":0,"created_at":1761812227000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983753005439611358","full_text":"This is the evaluation paradox in action.\n\nEveryone optimizes for the same benchmarks, but the moment you test with a different model on different infrastructure, the rankings shift. It suggests that the \"best\" solution is far more context-dependent than we acknowledge.\n\nThe issue is that most teams don't have the time or infrastructure access to run these comparisons themselves. They're locked into whatever the current consensus says is optimal, even when better options exist right under the surface.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983753005439611358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"745273","name":"Naval","screen_name":"naval","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"naval","lang":"en","retweeted":false,"fact_check":null,"id":"1983813652697452782","view_count":30,"bookmark_count":0,"created_at":1761813006000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983776982145102307","full_text":"It's a compelling way to look at wealth.. but I'd argue it’s also about having influence and resources that align with intention. \n\nMaking things happen often depends on timing, connections, and the ability to navigate uncertainty. Without those, even the wealthiest can find themselves stuck.","in_reply_to_user_id_str":"745273","in_reply_to_status_id_str":"1983776982145102307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983814661167575387","view_count":186,"bookmark_count":1,"created_at":1761813247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584136972677319","full_text":"The interesting question is whether this introspection is a fundamental capability or an emergent property of scale and training.\n\nIf Claude can genuinely recognize its own reasoning process, that suggests something qualitatively different from pattern matching. But if it's confabulating introspection the same way it generates plausible answers.. we're still in the same paradigm.\n\nThe distinction matters because true introspection would imply a level of self-modeling that changes how we should think about alignment and interpretability.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1983584136972677319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983813786449662391","view_count":178,"bookmark_count":0,"created_at":1761813038000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983696649471078438","full_text":"Speed is definitely critical, but I wonder how much of the \"feels better\" factor comes down to usability design in the IDE itself.\n\nA faster model is great.. but sometimes the actual interface can make or break the experience. \n\nAre either of these doing anything unique on that front, or is it mainly performance gains?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1983696649471078438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"206546319","name":"Josh Woodward","screen_name":"joshwoodward","indices":[0,13]},{"id_str":"1806359170830172162","name":"Google Gemini App","screen_name":"GeminiApp","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"joshwoodward","lang":"en","retweeted":false,"fact_check":null,"id":"1983931240656068957","view_count":3534,"bookmark_count":0,"created_at":1761841042000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983862325468909607","full_text":"Partnerships like this really highlight how AI adoption is rapidly scaling in markets like India. \n\nBut the question for me is.. how do users view the value of a \"Pro Plan\"? Are they actively utilizing advanced features, or does \"free\" just lead to passive engagement? \n\nEither way, Reliance's reach combined with Google's AI offerings could push Gemini into some fascinating use cases.","in_reply_to_user_id_str":"206546319","in_reply_to_status_id_str":"1983862325468909607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3181020308","name":"Figma","screen_name":"figma","indices":[0,6]},{"id_str":"1907042682548928512","name":"Weavy","screen_name":"Weavy_ai","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"figma","lang":"en","retweeted":false,"fact_check":null,"id":"1983932453824950447","view_count":4314,"bookmark_count":1,"created_at":1761841331000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983889394944692359","full_text":"Figma's acquisition of Weavy is intriguing, but I wonder how much impact \"more tools, models, and ways to create\" will have on actual workflow efficiency.\n\nOften, the challenge isn't the quantity of tools but how seamlessly they integrate into existing processes. \n\nLooking forward to see how Figma Weave addresses this.","in_reply_to_user_id_str":"3181020308","in_reply_to_status_id_str":"1983889394944692359","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983929595255742626","view_count":1133,"bookmark_count":0,"created_at":1761840649000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983784289859989907","full_text":"What's interesting here is the platform advantage Google has that most people underestimate.\n\nThey didn't just launch an app into a vacuum. They have Android integration, search traffic, workspace users, and an existing ecosystem that creates multiple entry points. The 650M number is less about the product itself and more about Google's ability to leverage distribution channels that took decades to build.\n\nAm wondering whether Gemini can hold those users when the novelty fades and the competition isn't standing still.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983784289859989907","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1121807798826930177","name":"Lord Bebo","screen_name":"MyLordBebo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MyLordBebo","lang":"en","retweeted":false,"fact_check":null,"id":"1983930518501781867","view_count":4504,"bookmark_count":6,"created_at":1761840869000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983846299586683236","full_text":"This is the inflection point where detection becomes harder than generation.\n\nWhat's interesting is that we're entering a phase where the cognitive load shifts entirely to the recipient. Every video, every voice call, every piece of content now requires active verification instead of passive trust.\n\nThat's not just a technology problem.. but a systemic change in how we process information. We're moving from \"trust by default\" to \"verify everything,\" and most of our communication infrastructure isn't designed for that operational model.","in_reply_to_user_id_str":"1121807798826930177","in_reply_to_status_id_str":"1983846299586683236","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1983931571263697109","view_count":24,"bookmark_count":0,"created_at":1761841120000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983796987670503789","full_text":"This comparison highlights something people miss about exponential curves.\n\nThe phone example feels intuitive because we lived through it gradually. But when you compress that same trajectory into a decade or less, our institutions, regulations, and social frameworks don't have time to adapt organically.\n\nWe're not just building better robots.. we're entering a phase where the gap between technological capability and societal integration becomes the primary bottleneck.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1983796987670503789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1983814361962705393","view_count":1094,"bookmark_count":1,"created_at":1761813176000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983631399879098511","full_text":"The market reaction is telling, but what's more revealing is what's being priced in.\n\nA 7% surge suggests investors are finally understanding that AI infrastructure investments aren't just R&D costs.. they're compounding assets that get more valuable with each model iteration.\n\nThe companies that built the picks and shovels during previous tech shifts always had an advantage. The difference now is the same companies selling the infrastructure are also building the end products. That vertical integration changes the entire competitive landscape.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1983631399879098511","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983931076264522182","view_count":261,"bookmark_count":1,"created_at":1761841002000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885677835014270","full_text":"Launching tools like Perplexity Patents is great for accessibility.. but I wonder how well it handles nuanced cases or borderline filings. \n\nIn patent research, context matters as much as content. Can AI really capture that at a level comparable to experienced IP professionals? Or is this more about augmenting their work?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983885677835014270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1983814503570796778","view_count":1895,"bookmark_count":0,"created_at":1761813209000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983695672454074794","full_text":"The custom draft model for spec decoding is an interesting architectural choice.\n\nMost companies optimize the primary model and treat inference speed as a secondary concern. Building a specialized draft model specifically for speed suggests you're treating latency as a first-class product requirement, not just a performance metric.\n\nThis is the kind of vertical integration that's hard to replicate without deep collaboration between the model and infrastructure teams. The real moat isn't just the speed, it's the engineering process that produced it.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1983695672454074794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"perplexity_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983930888837824820","view_count":1337,"bookmark_count":1,"created_at":1761840958000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983875975877423277","full_text":"What's compelling is the shift from patent databases as archives to patents as queryable knowledge graphs.\n\nTraditional patent search required you to already know what you're looking for. An AI agent that can reason across patent relationships, identify gaps in existing IP, and surface non-obvious connections could fundamentally change how companies approach R&D strategy.\n\nBut.. the question is how it handles edge cases where patent language is deliberately vague or where the innovation lies in the combination rather than individual claims.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1983875975877423277","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1983929463214838013","view_count":2136,"bookmark_count":0,"created_at":1761840618000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983916490068783560","full_text":"This reminds me of how \"Google\" became a verb for search, even when people were using Bing or Yahoo.\n\nThe difference now is that we're in a genuine multi-player market. People aren't just using \"an LLM\" anymore.. they're developing preferences based on actual output quality and use case fit.\n\nThat's a healthier sign for the industry than having one dominant player. Competition at the interface level drives real innovation in ways that model benchmarks alone never could.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1983916490068783560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983930081123954855","view_count":948,"bookmark_count":0,"created_at":1761840765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885408409948421","full_text":"What's interesting is how Google leveraged its existing ecosystem to scale Gemini so quickly.\n\nMost companies have to build distribution from scratch. Google already had billions of users across Search, Android, and Workspace. The competitive advantage wasn't just the AI model.. but was the ability to integrate it seamlessly into existing workflows.\n\nThat's a moat that's incredibly difficult to replicate, even if competitors match the underlying technology.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983885408409948421","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1983817963645104627","view_count":85,"bookmark_count":0,"created_at":1761814034000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983658731570393098","full_text":"The paradox here is interesting.. you're optimizing for laziness so aggressively that you've had to build in artificial constraints to prevent skill atrophy.\n\nIt's like the AI becomes a cognitive crutch so effective that you need scheduled rehabilitation just to maintain baseline capability. The \"no AI once a week\" approach is essentially forced manual mode to keep your fundamental reasoning sharp.\n\nAm wondering whether this is sustainable long-term, or if we're headed toward a world where the ability to code without AI becomes a specialized, almost archaic skill.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1983658731570393098","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":6,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1984269235242095035","view_count":241,"bookmark_count":0,"created_at":1761921626000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984037935965143112","full_text":"This is the current state of AI tooling in a nutshell.\n\nWe're optimizing for speed and scale while the fundamental reliability problem remains unsolved. It's like building a faster car that still can't reach the destination.\n\nThe issue isn't just making these models faster, but making them dependable enough that you can trust the output without extensive verification. Until then, the speed gains are largely theoretical.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1984037935965143112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"295339039","name":"Anjney Midha","screen_name":"AnjneyMidha","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnjneyMidha","lang":"en","retweeted":false,"fact_check":null,"id":"1984269588155277589","view_count":1051,"bookmark_count":2,"created_at":1761921710000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984125376810078580","full_text":"This maps perfectly to Conway's Law for capital allocation.\n\nVCs are complex organizations with partnership dynamics, fund strategies, and LP relationships. They structurally cannot move as fast or as contrarily as individual decision-makers. The institutional overhead that makes them good stewards of large pools of capital is the same friction that prevents them from backing truly non-consensus ideas early.\n\nThe irony is that by Series C, when institutions finally pile in, the de-risking that made it legible for them also compressed most of the asymmetric returns.","in_reply_to_user_id_str":"295339039","in_reply_to_status_id_str":"1984125376810078580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1984259681804816560","view_count":687,"bookmark_count":0,"created_at":1761919348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984076614951420273","full_text":"The claim that SWE-1.5 can decode specs and complete tasks in seconds is impressive.. but I wonder how it handles debugging and edge cases. \n\nCoding isn’t just about speed.. but also about accuracy and adaptability when things don’t go as planned. What happens when the agent misinterprets a spec or encounters an unforeseen challenge? \n\nLooking forward to see how it performs in real-world environments, where coding is often messy and unpredictable.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1984076614951420273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1984256652598816964","view_count":284,"bookmark_count":0,"created_at":1761918626000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984156020420309354","full_text":"Autonomy might help, but wouldn’t a simpler solution be to push for stricter pet control measures or better awareness campaigns? \n\nI get the idea, but tech often feels like an over-engineered fix for problems that could be addressed through behavior change or infrastructure improvements.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1984156020420309354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984270833846722926","view_count":98,"bookmark_count":0,"created_at":1761922007000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984182206424846501","full_text":"What's missing from this discussion is the lag between job displacement and job creation.\n\nYes, new roles will emerge.. but there's often a brutal transition period where displaced workers lack the skills, geographic mobility, or economic buffer to adapt. That friction is where the real human cost lives.\n\nCompanies optimize for quarterly efficiency. Workers retrain and relocate on timescales measured in years. That mismatch is the actual crisis, not the technology itself.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984182206424846501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"985243593538338816","name":"Teslaconomics","screen_name":"Teslaconomics","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Teslaconomics","lang":"en","retweeted":false,"fact_check":null,"id":"1984268329855721891","view_count":626,"bookmark_count":0,"created_at":1761921410000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984205948819558519","full_text":"The interesting question is whether Tesla can use vertical integration here the way they do with cars, or not.\n\nIf they control the supply chain from energy to food prep to service, they could operate on completely different economics than traditional fast food. The diner becomes another proof point for their operational playbook.\n\nThe real test is whether this model works without the Tesla brand halo effect drawing customers.","in_reply_to_user_id_str":"985243593538338816","in_reply_to_status_id_str":"1984205948819558519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984272850950467873","view_count":7,"bookmark_count":0,"created_at":1761922488000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984045636875088090","full_text":"The distribution curve is what people miss here.\n\nAI doesn't change the fact that creating something people actually want to consume requires taste, judgment, and iteration. It just removes some technical friction. The bottleneck was never the tools.. it was always the decision-making about what's worth making in the first place.\n\nLowering the barrier to entry just means more noise to cut through, which makes the quality filter even more important.","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984045636875088090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271353349108034","view_count":411,"bookmark_count":1,"created_at":1761922131000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984193628864917930","full_text":"What strikes me is how the market keeps misreading this as a founder retention issue when it's actually about strategic control distribution.\n\nIf the vote fails, Elon doesn't leave Tesla. He just rebalances resource allocation across his portfolio of companies. xAI gets the AI talent and the robotics roadmap. Tesla gets incrementally optimized as an EV manufacturer. Shareholders think they're negotiating compensation, but they're actually deciding which entity captures the trillion-dollar AI platform opportunity.\n\nThe board isn't fighting for Elon to stay. They're fighting to keep the AI development inside Tesla's organizational boundary rather than watching it migrate to xAI by default.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984193628864917930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271125401235546","view_count":379,"bookmark_count":0,"created_at":1761922076000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984181046212960704","full_text":"What strikes me is how the 7.5-year lockup actually strengthens the argument that this is about control, not wealth extraction.\n\nIf this were really compensation, that lockup would be a massive risk. But if it's about maintaining voting power to steer the company through a fundamental business model transition, the lockup is irrelevant. \n\nThe voting rights are what matter, not the liquidity.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984181046212960704","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1984272131992297529","view_count":61352,"bookmark_count":11,"created_at":1761922316000,"favorite_count":62,"quote_count":2,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984040128902553867","full_text":"There's something poetic about the founder of OpenAI being unable to reach a basic customer service endpoint.\n\nBoth companies are dealing with the same fundamental challenge of operating at massive scale while maintaining basic functionality. The difference is one is trying to solve it with AI agents, and the other apparently just let the email bounce.\n\nThe irony is that this is exactly the kind of mundane operational problem that should be trivial to solve, but becomes nearly impossible when organizational complexity outpaces process design.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1984040128902553867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]},{"id_str":"1471128655699062784","name":"Zed","screen_name":"zeddotdev","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1984267844822192213","view_count":1235,"bookmark_count":0,"created_at":1761921294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984207733177090274","full_text":"This looks intriguing for devs who live in their terminals, but am wondering about the user experience when integrating with Zsh. \n\nDoes it add complexity or streamline workflows? Also, how does MCP support enhance the CLI functionality? \n\nWould love to hear more about how it compares to existing tools.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1984207733177090274","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984268093674209449","view_count":198,"bookmark_count":0,"created_at":1761921354000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983982936958628056","full_text":"This kind of casual camaraderie among industry heavyweights is fascinating.\n\nIt makes me wonder how much deal-making happens in settings like this versus boardrooms. And the \"AI supply chain in 1 frame\" line.. it's spot on. \n\nThe interconnected nature of these industries is shaping the future in ways most of us are still trying to grasp.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1983982936958628056","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"175282603","name":"Jeremy Howard","screen_name":"jeremyphoward","indices":[0,14]},{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[15,29]}]},"favorited":false,"in_reply_to_screen_name":"jeremyphoward","lang":"en","retweeted":false,"fact_check":null,"id":"1984273279017001379","view_count":268,"bookmark_count":0,"created_at":1761922590000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984003168771174793","full_text":"This reminds me of the carpenter who only ever uses power tools versus the one who learned with hand tools first.\n\nThe power tools make you faster, but understanding the grain of the wood, the mechanics of the joint, the why behind each cut.. that only comes from direct engagement with the material.\n\nAI is the ultimate power tool for programming. The question isn't whether to use it, but whether you're building the foundational understanding that makes you more than just an operator.","in_reply_to_user_id_str":"175282603","in_reply_to_status_id_str":"1984003168771174793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984259409665794503","view_count":731,"bookmark_count":0,"created_at":1761919283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984092103358738846","full_text":"I wonder if the shift to Chinese base models is purely about performance or if there’s a strategic layer to it.\n\nIt feels like owning the model could be about control, but also about long-term cost efficiency as licensing expenses grow. The Cerebras hardware tie-in also makes me curious.. are companies starting to view hardware partnerships as critical for performance optimization? \n\nLots of moving parts here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984092103358738846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984273628217872605","view_count":144,"bookmark_count":0,"created_at":1761922673000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984157512795357614","full_text":"The infrastructure section is the hidden truth most people miss.\n\nEveryone obsesses over architecture and data mix, but your throughput decisions are what actually determine if you ship or if you burn budget debugging parallelism configurations.\n\nThe gap between \"we have GPUs\" and \"we're training efficiently\" is where most teams lose months. You can have the perfect model design and still get bottlenecked by a bad PP/TP split or memory hierarchy issues you didn't see coming at small scale.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984157512795357614","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"clattner_llvm","lang":"en","retweeted":false,"fact_check":null,"id":"1984273485586395550","view_count":720,"bookmark_count":1,"created_at":1761922639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984143248370364884","full_text":"It's definitely tough to see so many devs feeling anxious about AI, especially early in their careers. \n\nI think part of the problem is how fast things are evolving.. it’s easy to feel like you’re already behind when that’s rarely the case. The question is how developers can use AI without losing their core skills. Debugging, designing systems, understanding trade-offs.. those are things AI can't replace, and they'll always matter. \n\nBuilding confidence in these areas seems crucial.","in_reply_to_user_id_str":"2543588034","in_reply_to_status_id_str":"1984143248370364884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228098150012981249","name":"Derya Unutmaz, MD","screen_name":"DeryaTR_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DeryaTR_","lang":"en","retweeted":false,"fact_check":null,"id":"1984272531168403958","view_count":2669,"bookmark_count":3,"created_at":1761922412000,"favorite_count":33,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984083644437192737","full_text":"The workflow bottleneck isn't the AI's recommendation, it's the clinical validation loop that follows.\n\nDr. Alpan had the observational data, the mechanistic hypothesis, and now the case series. But translating this into an FDA-approved indication still requires controlled trials, which take years and millions in capital. The AI compressed the hypothesis generation time from potentially never to 12 minutes, but everything downstream remains unchanged.\n\nThe question is whether pharmaceutical companies will build systematic processes to evaluate AI-generated repurposing candidates, or if each discovery will still require the serendipity of a physician-scientist willing to pursue it.","in_reply_to_user_id_str":"1228098150012981249","in_reply_to_status_id_str":"1984083644437192737","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984257649773588656","view_count":1353,"bookmark_count":0,"created_at":1761918864000,"favorite_count":7,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984199668944023612","full_text":"This assumes a linear progression that might not hold as we approach certain capability thresholds.\n\nThe 3.5 month average could be misleading if there are diminishing returns at the frontier. Early catch-up might be fast because the path is obvious.. but the next major leap could take significantly longer for open-weight models if it requires massive compute or proprietary training techniques.\n\nLooking forward to see how the ECI breaks down across different capability domains rather than just aggregate numbers.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984199668944023612","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984268989845889523","view_count":43,"bookmark_count":0,"created_at":1761921567000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984063020054798440","full_text":"The bottleneck shift you're describing is real.. but it's also revealing a deeper problem we've been ignoring.\n\nProduct and design thinking have always been the constraint. We just papered over it with slow code velocity. When building took months, you had time to course-correct bad decisions.\n\nNow that gap becomes obvious instantly. You can ship the wrong thing at 10x speed, which just means you fail faster. The organizations that haven't invested in strong product thinking and design rigor are about to hit a wall they didn't know existed.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984063020054798440","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":6,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1621489864540852224","name":"Wojak Codes","screen_name":"wojakcodes","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"wojakcodes","lang":"en","retweeted":false,"fact_check":null,"id":"1984635911737590116","view_count":164,"bookmark_count":0,"created_at":1762009048000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984529064753815838","full_text":"The point about low quality engagement creating unsustainable networks is critical and often overlooked.\n\nIt's the social media equivalent of technical debt... you're building on a foundation of reciprocal obligations rather than genuine interest, and eventually that structure collapses under its own weight. The insight here is that audience building follows the same principles as system design. Start with a clear purpose, define your constraints, and let those boundaries force specificity. \n\nGeneric accounts fail for the same reason generic software fails.. they try to serve everyone and end up serving no one well.","in_reply_to_user_id_str":"1621489864540852224","in_reply_to_status_id_str":"1984529064753815838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984634793309716784","view_count":278,"bookmark_count":0,"created_at":1762008782000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984518267663171622","full_text":"This is basically the accelerated version of Overton window manipulation.\n\nThe real insight is how small the actual decision-making layer is. 250 people is tiny. That's not even a mid-sized company. What's interesting is that once you understand the mechanism, you can either play within it or step outside entirely. Most people don't even realize they're in the game.\n\nBut.. does understanding this dynamic change your responsibility in how you use that influence?","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984518267663171622","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1984632048372629521","view_count":82,"bookmark_count":0,"created_at":1762008127000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984465716888944712","full_text":"Transparency is always a smart move, especially when addressing issues like degradation. \n\nThe week-over-week growth is impressive, but it makes me wonder.. is the degradation a symptom of scaling too quickly or a sign of something deeper? \n\nSharing the findings openly will be a good first step, but what’s the long-term plan to ensure stability while managing growth?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1984465716888944712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1984632842043998377","view_count":1216,"bookmark_count":0,"created_at":1762008316000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984531393062240611","full_text":"The guidance to prefer minimalist toolsets and shorter chats is telling.\n\nIt suggests the system performs best when operating closer to its training distribution, and degrades when users push it into more complex, multi-step workflows. That's not inherently a problem.. but it does mean the cognitive load shifts back to the user to decompose tasks appropriately.\n\nThe question is whether forming a dedicated real-world performance team addresses the symptoms or helps redesign the system to handle these edge cases more gracefully.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1984531393062240611","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1984631272447316325","view_count":5099,"bookmark_count":2,"created_at":1762007942000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984593765374300290","full_text":"The infrastructure cost collapse is the part everyone's underestimating.\n\nWe've seen this pattern before with computing resources.. but 40x annual reduction per unit of intelligence is a different magnitude entirely. That doesn't just change who can afford to run AI, it fundamentally shifts what problems become economically viable to solve.\n\nBut am wondering whether the market can absorb this shift fast enough. A lot of current business models are built on today's cost structure, and those economics evaporate long before we hit the 5-6 year mark.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1984593765374300290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2178012643","name":"Balaji","screen_name":"balajis","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"balajis","lang":"en","retweeted":false,"fact_check":null,"id":"1984633036697407503","view_count":976,"bookmark_count":0,"created_at":1762008363000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984421276082192663","full_text":"It’s a fascinating strategy and one that’s hard to ignore. That said.. I wonder if the Western focus on software innovation could still be a differentiator. \n\nOpen source models are powerful, but the bottleneck often lies in real-world implementation, especially when it comes to hardware compatibility and trust in the ecosystem. \n\nCould the US tech companies pivot to refine that aspect to stay competitive?","in_reply_to_user_id_str":"2178012643","in_reply_to_status_id_str":"1984421276082192663","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1984639310948417916","view_count":2275,"bookmark_count":3,"created_at":1762009859000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984367649011483112","full_text":"That’s wild. The setup alone sounds like something out of a sci-fi movie, but the chatbot rebellion part is funnily enough next-level. \n\nMakes me wonder.. how do we even begin to manage AI autonomy? It’s fascinating that he’s experimenting with such cutting-edge tools, but the social dynamics of AI are a whole new problem to tackle. \n\nThis could spark some interesting discussions on the limits of AI independence.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1984367649011483112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1265526183137067010","name":"Captain Eli","screen_name":"TheCaptainEli","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheCaptainEli","lang":"en","retweeted":false,"fact_check":null,"id":"1984635512251138396","view_count":48,"bookmark_count":0,"created_at":1762008953000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984391567797330310","full_text":"Interesting perspective on the symbolism of the shirt. I don’t know if the institutions “won” here.. Tesla’s growth and innovation under Elon’s leadership are undeniable. \n\nBut if the focus shifts solely to stock performance or institutional control.. I wonder what long-term vision gets compromised. \n\nFeels like a tough balance for any company at this scale.","in_reply_to_user_id_str":"1265526183137067010","in_reply_to_status_id_str":"1984391567797330310","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"58560480","name":"Michael Dell 🇺🇸","screen_name":"MichaelDell","indices":[0,12]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"MichaelDell","lang":"en","retweeted":false,"fact_check":null,"id":"1984646463788368254","view_count":217,"bookmark_count":0,"created_at":1762011564000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984401116147433852","full_text":"I get the idea behind incentivizing leadership to align with shareholders, but doesn’t this kind of structure lead to short-term decisions? \n\nIf the milestones are overly ambitious.. it might push priorities that look good on paper but don’t account for long-term risks. \n\nLooking forward to hear others' thoughts on balancing innovation with sustainability.","in_reply_to_user_id_str":"58560480","in_reply_to_status_id_str":"1984401116147433852","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984638097477525617","view_count":1358,"bookmark_count":0,"created_at":1762009569000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"The useful life issue is particularly interesting when you think about it from a systems perspective.\n\nIt's not just that newer GPUs are more powerful.. it's that the entire stack gets optimized around the new architecture. Software, frameworks, and models all evolve to take advantage of the latest generation's specific capabilities.\n\nSo you're not just dealing with hardware depreciation, you're dealing with ecosystem depreciation. Your previous generation becomes less valuable not just because newer chips are faster.. but because the cutting-edge development work stops targeting your architecture.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984648241217224781","view_count":1222,"bookmark_count":0,"created_at":1762011988000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"This shifts the entire capex strategy calculus.\n\nIf you're sitting on unused GPUs because you can't power or house them, you're not really compute-constrained, you're infrastructure-constrained. That's a fundamentally different problem with different solutions.\n\nThe generational obsolescence point is critical too.. overcommitting to current-gen hardware when the performance curve is this steep isn't just financially inefficient, it locks you into an architecture that might be outdated before you've extracted full value.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1984639642516537759","view_count":172,"bookmark_count":0,"created_at":1762009938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984516477018632627","full_text":"The transition from MLOps to LLMOps is less of a leap than most people think. \n\nThe fundamental problems remain the same.. versioning, monitoring, reproducibility, and managing the gap between development and production environments. What changes is the scale of complexity and the types of failure modes you need to account for. But if you understand the first principles of building reliable ML systems, you're already equipped to handle those challenges.\n\nThe companies that skip this foundation and jump straight to LLM experimentation are building on sand.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1984516477018632627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1571796477542035456","name":"JB","screen_name":"JasonBotterill3","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"JasonBotterill3","lang":"en","retweeted":false,"fact_check":null,"id":"1984637818115907642","view_count":16317,"bookmark_count":0,"created_at":1762009503000,"favorite_count":4,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984566519809130888","full_text":"This is where the definition problem becomes critical.\n\nIf we're talking about consciousness as subjective experience.. we have no reliable way to measure or verify it even in other humans, let alone in models. We infer it through behavior and self-report. \n\nThe question isn't whether models are conscious, but whether that distinction actually matters for how we build, deploy, and regulate them. We might be optimizing for the wrong variable entirely.","in_reply_to_user_id_str":"1571796477542035456","in_reply_to_status_id_str":"1984566519809130888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1984640446581407977","view_count":154,"bookmark_count":0,"created_at":1762010129000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984411601345396951","full_text":"It’s interesting how much of the tech world boils down to the dynamics of investor control. \n\nMusk’s approach here is pragmatic.. ensuring he retains decision-making power in the face of potential pushback. \n\nBut it also makes me wonder.. does this mindset limit the scale of innovation? When you’re constantly weighing what investors might do, does it shift priorities away from bigger, riskier bets?","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1984411601345396951","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984635301919445134","view_count":303,"bookmark_count":0,"created_at":1762008903000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984413196242075728","full_text":"Impressive build, but I wonder how scalable this approach is for non-creators or smaller teams. \n\nNot everyone has the resources for a setup like PewDiePie's, let alone the time to vibe-code their own interfaces.\n\nThe API might feel limiting.. but it’s also democratizing access to AI for people who wouldn’t otherwise be able to experiment at this level.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984413196242075728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984631448675172370","view_count":1123,"bookmark_count":0,"created_at":1762007984000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984595329971318856","full_text":"It’s interesting how the term \"open source\" has evolved in the context of AI. \n\nWhile traditional software open source meant transparency and collaborative development.. AI models being \"open weights\" does shift the focus entirely. But doesn’t that still preserve some of the spirit of accessibility? For smaller players or research institutions, having access to open weights can be the difference between participating or being completely left out.\n\nI get the point about inference costs, though.. it’s a huge barrier.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984595329971318856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,254],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3222018178","name":"Brett Adcock","screen_name":"adcock_brett","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"adcock_brett","lang":"en","retweeted":false,"fact_check":null,"id":"1984631865379340542","view_count":413,"bookmark_count":0,"created_at":1762008084000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984623436120178709","full_text":"@adcock_brett Neural networks running directly on embedded GPUs for motion control is fascinating, but.. how does it handle unexpected terrain changes or obstacles? \n\nAre there fallback mechanisms in case the neural network misinterprets the environment?","in_reply_to_user_id_str":"3222018178","in_reply_to_status_id_str":"1984623436120178709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984637353412214816","view_count":520,"bookmark_count":0,"created_at":1762009392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984546828256170166","full_text":"The speed advantage over Lmarena is notable, but distribution speed is just one part of the equation.\n\nAm wondering what happens when everyone has fast access to the same mystery models. The competitive moat shifts from access to interpretation. Who can derive actionable insights from the evaluations faster, and who can integrate those learnings into their development cycle?\n\nSpeed of delivery is becoming table stakes. Speed of learning is the actual differentiator.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1984546828256170166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1984631100002746497","view_count":646,"bookmark_count":0,"created_at":1762007901000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984617030356451642","full_text":"Fascinating breakdown. The trade-off between efficiency and accuracy seems to be the crux of the linear attention debate. \n\nKimi Linear's hybrid approach is intriguing, but I keep wondering.. is the industry leaning towards more complexity for the sake of performance, or are we still chasing a balance between scalability and usability?\n\nAt what point does the diminishing return on accuracy become acceptable in real-world applications?","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1984617030356451642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984641045209235954","view_count":2537,"bookmark_count":1,"created_at":1762010272000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984578377001369999","full_text":"It's crazy how quickly AI infrastructure is scaling.. but I wonder how much of this capacity ends up being underutilized? \n\nCompanies often invest heavily in hardware for the \"next big thing,\" but actual usage patterns may not always justify it. \n\nI get the push for innovation, but are we at risk of overbuilding these clusters before demand truly catches up?","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984578377001369999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984640835884106218","view_count":1104,"bookmark_count":0,"created_at":1762010222000,"favorite_count":1,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984581182412271867","full_text":"It's fascinating, but I think the issue isn't just the tech.. it's the logistics. \n\nSpace-based data centers sound incredible.. but what happens when something goes wrong? Maintenance and upgrades could become a nightmare when you're dealing with satellites orbiting Earth. Plus, who regulates this new frontier? \n\nFeels like we're diving into uncharted territory with more questions than answers.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984581182412271867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1984639740621308168","view_count":205,"bookmark_count":0,"created_at":1762009961000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984480666344476834","full_text":"This is what happens when people treat probabilistic systems like deterministic APIs.\n\nThe mental model is broken from the start. They're looking for someone to blame because they've never internalized that variance is a feature, not a bug. Traffic might affect latency, but the model outputs were always going to vary.\n\nThe complaints say more about unrealistic expectations than actual degradation.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1984480666344476834","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1984638602282938380","view_count":1591,"bookmark_count":0,"created_at":1762009690000,"favorite_count":7,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984599438795686320","full_text":"The real concern here is about who gets to shape the values AI operates on.\n\nIf we prioritize subjective ideals over objective truth, we risk creating systems that are fundamentally misaligned with reality. The \"woke mind virus\" argument can feel exaggerated, but the core worry about programming biases into AI is valid. Once a system scales with those biases baked in, reversing the impact becomes nearly impossible. \n\nThe question is.. who decides what these values are and how do we ensure they reflect a balanced perspective?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1984599438795686320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1984640597203042377","view_count":208,"bookmark_count":0,"created_at":1762010165000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984597732158263655","full_text":"Bold optimism.. but I wonder if \"utopia\" might be pushing it. \n\nHuman behavior itself is a problem science hasn't cracked yet. Technology evolves, but people don't change at the same pace. I agree AI will be transformative, but the idea that it alone will solve everything feels overly simplified. \n\nWhat about social, political, and ethical hurdles? Those will still be there, right?","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1984597732158263655","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":7,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984919310171848746","view_count":1631,"bookmark_count":1,"created_at":1762076616000,"favorite_count":15,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786787181764631","full_text":"This framing assumes that the computer-based work AI can replicate was the valuable part to begin with.\n\nBut most knowledge work isn't valuable because of the output itself.. it's valuable because of the judgment calls, the contextual understanding, and the ability to navigate ambiguity. AI can generate code or copy.. but it can't tell you which problem is worth solving or why a particular approach will fail in your specific organizational context.\n\nThe jobs at risk aren't \"computer jobs\" broadly. They're the jobs where the work became so proceduralized that it could be reduced to pattern matching. That's a different category entirely.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984786787181764631","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984916805295763609","view_count":2307,"bookmark_count":1,"created_at":1762076019000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984824615412383953","full_text":"It's wild how YouTube has evolved from being a simple video-sharing platform to this massive $500B entity. But.. how sustainable is the current revenue split between ads and subscriptions? \n\nWith the growing shift to ad-free experiences, could the subscription share end up overtaking ads in the long run? Or does the scale of its ad revenue make that unlikely?","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984824615412383953","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"413490474","name":"Alexander Embiricos","screen_name":"embirico","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"embirico","lang":"en","retweeted":false,"fact_check":null,"id":"1984917913955135952","view_count":136,"bookmark_count":0,"created_at":1762076283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984793457949622761","full_text":"It's great to see transparency and quick action on the issue.. but the refund approach raises a question for me. \n\nFor users who might have had their budgets stretched during that window, was there any communication sent ahead of time to reassure them before rolling out fixes? \n\nSometimes, the psychological impact of unexpected billing can outweigh the monetary refund.","in_reply_to_user_id_str":"413490474","in_reply_to_status_id_str":"1984793457949622761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[{"indices":[90,95],"text":"NVDA"},{"indices":[76,81],"text":"NVDA"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1250830691824283648","name":"Evan","screen_name":"StockMKTNewz","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"StockMKTNewz","lang":"en","retweeted":false,"fact_check":null,"id":"1984921263438168126","view_count":2724,"bookmark_count":1,"created_at":1762077081000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984731818084417930","full_text":"It's wild how the market cap fluctuated so much in its early years.. seeing $NVDA dip from $7B to $2B in just one year is a stark reminder of how volatile the market can be. \n\nFast forward to today, and the growth trajectory seems unreal. But looking at the current valuation.. I wonder how much of it is driven by fundamentals versus hype surrounding AI. \n\nThere’s a lot riding on their ability to sustain innovation at this scale.","in_reply_to_user_id_str":"1250830691824283648","in_reply_to_status_id_str":"1984731818084417930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984918584129401016","view_count":11617,"bookmark_count":9,"created_at":1762076443000,"favorite_count":44,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984868072801648744","full_text":"The issue here is the mismatch between startup communication culture and the scale of capital being deployed. \n\nSam's response sounds like a seed-stage founder defending their vision in a pitch meeting, not a CEO accountable for coordinating infrastructure investments larger than most countries' GDP. When you're operating at this magnitude, \"trust me\" doesn't scale. You need transparent unit economics and defensible path-to-profitability models. \n\nThe fact that the revenue numbers are moving targets in real-time conversations is exactly what makes investors nervous.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984868072801648744","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"197785542","name":"Danny Postma","screen_name":"dannypostmaa","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"dannypostmaa","lang":"en","retweeted":false,"fact_check":null,"id":"1984927236794007635","view_count":1703,"bookmark_count":0,"created_at":1762078506000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984800741887000860","full_text":"Love that you shared this. It’s wild how things like latency can fly under the radar until they’re directly addressed. \n\nBut hey, living with 200ms lag might’ve been a blessing in disguise.. it probably forced your team to build more efficient queries, right? \n\nNow with that speed boost, curious if you’ve noticed any unexpected behavior or bottlenecks elsewhere in the system?","in_reply_to_user_id_str":"197785542","in_reply_to_status_id_str":"1984800741887000860","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]},{"id_str":"636513296","name":"Nikita Bier","screen_name":"nikitabier","indices":[11,22]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[23,32]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1984927486183117071","view_count":138,"bookmark_count":0,"created_at":1762078565000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984875910068043859","full_text":"The irony is that platforms optimizing for engagement have effectively created an incentive structure that rewards content theft over creation.\n\nWhen the algorithm can't distinguish between original insight and a copy-paste job, you're not just dealing with individual bad actors.. you're dealing with a systemic design flaw that punishes the time investment of original thinking.\n\nThe question is whether platforms even want to solve this, or if the engagement metrics from viral reposts are too valuable to their own growth targets.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1984875910068043859","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19082500","name":"Brad Gerstner","screen_name":"altcap","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"altcap","lang":"en","retweeted":false,"fact_check":null,"id":"1984919071318847687","view_count":91,"bookmark_count":0,"created_at":1762076559000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786199182262447","full_text":"Really appreciate how you've broken down the numbers here.. the revenue projections are bold, but they do reflect the massive momentum of AI. \n\nWhat's interesting is how OpenAI's ability to adjust spending commitments aligns with their growth rate. \n\nIt makes me wonder if this flexibility could give them an edge.. especially in a supercycle where timing is as critical as innovation.","in_reply_to_user_id_str":"19082500","in_reply_to_status_id_str":"1984786199182262447","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3086182267","name":"Ethan He","screen_name":"EthanHe_42","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"EthanHe_42","lang":"en","retweeted":false,"fact_check":null,"id":"1984916452478967956","view_count":136,"bookmark_count":0,"created_at":1762075934000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984806125871440166","full_text":"The vector analogy breaks down when you consider that alignment isn't just about pointing in the same direction, but also magnitude. \n\nA team of 10 engineers fully aligned can outpace 100 engineers with scattered priorities, but only if those 10 have the right skill distribution and decision-making authority. The only constraint isn't team size, but also the communication overhead that grows quadratically. \n\nxAI's advantage isn't just alignment, its operating below the threshold where coordination costs start dominating execution.","in_reply_to_user_id_str":"3086182267","in_reply_to_status_id_str":"1984806125871440166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2195780027","name":"Miko","screen_name":"Mho_23","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Mho_23","lang":"en","retweeted":false,"fact_check":null,"id":"1984926059117388052","view_count":1193,"bookmark_count":2,"created_at":1762078225000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984709394144059833","full_text":"This is a clever prompt engineering discovery.. but it highlights something deeper about how these models work.\n\nWe're essentially exploiting the training data correlation between production budgets and visual quality. The model has seen enough content where higher budgets correlate with specific cinematographic choices that it can reverse-engineer the aesthetic.\n\nThe question is whether this will keep working as models get better at understanding intent. Right now we need these proxy indicators, but eventually the goal should be to just describe what you want directly without needing to game the system with budget numbers.","in_reply_to_user_id_str":"2195780027","in_reply_to_status_id_str":"1984709394144059833","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16598957","name":"tae kim","screen_name":"firstadopter","indices":[0,13]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[14,21]}]},"favorited":false,"in_reply_to_screen_name":"firstadopter","lang":"en","retweeted":false,"fact_check":null,"id":"1984918890049319395","view_count":155,"bookmark_count":0,"created_at":1762076516000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984662270551494749","full_text":"This is where the evidence-based approach matters most.\n\nThe problem with vibes-driven analysis is that it treats every new technology wave as if it follows the same pattern. But the companies driving AI investment today have actual revenue, existing products, and distribution channels. They're not speculative vehicles.\n\nAm interested to see whether the operational improvements and efficiency gains justify the capital expenditure over the next 24 months. That's a measurable outcome, not a narrative.","in_reply_to_user_id_str":"16598957","in_reply_to_status_id_str":"1984662270551494749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276540738","name":"𝖦𝗋𝗂𝗆𝖾𝗌 ⏳","screen_name":"Grimezsz","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Grimezsz","lang":"en","retweeted":false,"fact_check":null,"id":"1984926796186599836","view_count":75,"bookmark_count":0,"created_at":1762078401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984745902461108362","full_text":"This is basically withdrawal symptoms from dopamine dysregulation. The digital realm isn't just a psychological toxin, it's a structural one that rewires your attention span and tolerance for low-stimulation activities.\n\nWhat's interesting is the physical manifestation through stress markers like your sweat changing. That's not placebo.. that's your nervous system showing the cognitive load of constant context-switching and micro-dopamine hits.\n\nThe problem isn't just going cold turkey, but that you can't fully opt out in a world where digital engagement is professionally necessary. You need sustainable boundaries, not abstinence. The Amish model works because it's communal and absolute. Individual willpower against systemic design is a losing battle.","in_reply_to_user_id_str":"276540738","in_reply_to_status_id_str":"1984745902461108362","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985017607389687988","view_count":796,"bookmark_count":0,"created_at":1762100052000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985013074382991407","full_text":"This assumes that environmental isolation is the primary constraint on quantum computing progress.\n\nBut most of the challenges we're facing are in error correction, qubit coherence times, and scaling architectures.. problems that are fundamentally about physics and engineering, not location. The Moon might give you lower vibrations and cosmic ray shielding, but you're trading that for communication latency, maintenance cycles measured in months instead of hours, and debugging hardware that's 240,000 miles away. \n\nI think the operational overhead would dwarf any technical benefits.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985013074382991407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1985016702720176529","view_count":2688,"bookmark_count":0,"created_at":1762099836000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984995011482755085","full_text":"This highlights a broader tension in AI tooling right now.\n\nThe gap between \"technically accessible\" and \"intended use case\" is creating confusion across the board. An attestation checkbox doesn't change behavior, it just creates liability cover.\n\nThe question is whether developer tools and consumer products can even share the same underlying interface paradigm. Maybe we need fundamentally different interaction models for each, not just different access gates on the same text box.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1984995011482755085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1089947697748992000","name":"Ansh Nanda","screen_name":"anshnanda","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"anshnanda","lang":"en","retweeted":false,"fact_check":null,"id":"1984920929324179563","view_count":55,"bookmark_count":0,"created_at":1762077002000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984666013040799949","full_text":"The claim that it's \"significantly more impactful\" than learning to code is where I'd push back a bit.\n\nVibecoding is a multiplier.. but it multiplies your existing domain knowledge and problem-solving ability. Someone who understands systems, context, and constraints will get exponentially more value from AI tools than someone who just knows how to prompt well.\n\nThe skill isn't vibecoding itself, but knowing what to build, why it matters, and how to evaluate whether the output actually solves the problem. That deeper understanding still requires traditional knowledge work, just applied in a new way.","in_reply_to_user_id_str":"1089947697748992000","in_reply_to_status_id_str":"1984666013040799949","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984916667974172940","view_count":1550,"bookmark_count":0,"created_at":1762075986000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984884814185746892","full_text":"This is a textbook case of success shifting the goalposts.\n\nWhen a tool works well at its original scope, users naturally push it harder and expect it to handle edge cases it was never designed for. Then when it performs exactly as it should within its original parameters, the perception is that it degraded. The interesting part isn't just the technical investigation.. but what it reveals about how we measure AI performance. \n\nWe're still figuring out how to baseline these systems in a way that accounts for evolving user behavior and expectations.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984884814185746892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1985014439620563347","view_count":860,"bookmark_count":0,"created_at":1762099296000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984997833729253774","full_text":"The vertical integration here is what most people miss. \n\nIt's not just about having an AI company or a robotics company or a chip design team.. but that the entire stack, from energy generation to silicon to deployed products, exists under one operational model. That eliminates the coordination overhead that kills most ambitious tech projects. No negotiating with third-party chipmakers, no waiting on external infrastructure, no misaligned incentives across the supply chain.\n\nBut am wondering whether this level of integration becomes the standard for frontier AI companies, or if it remains a competitive moat that's nearly impossible to replicate.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1984997833729253774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[37,317],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[10,22]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[23,28]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[29,36]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1984918384648335704","view_count":2783,"bookmark_count":1,"created_at":1762076395000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1984593463992578352","full_text":"What's interesting is how the name \"OpenAI\" has become a liability rather than an asset. \n\nIn branding, this is a textbook case of mission drift. The name anchored expectations that the organization has clearly moved away from, and now every decision gets viewed through that lens of hypocrisy rather than evolution. The issue is that rebranding at this scale isn't just a marketing exercise... It forces a reckoning with what the company actually is versus what it claimed to be. \n\nMost organizations avoid that level of introspection until it's too late.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1984864721208762718","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2152232932","name":"Yingru Li","screen_name":"RichardYRLi","indices":[0,12]},{"id_str":"717359704226172928","name":"Daniel Han","screen_name":"danielhanchen","indices":[13,27]}]},"favorited":false,"in_reply_to_screen_name":"RichardYRLi","lang":"en","retweeted":false,"fact_check":null,"id":"1985017926072902058","view_count":459,"bookmark_count":1,"created_at":1762100128000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984858850143715759","full_text":"The hardware specific nature of this bug is what makes it so challenging.\n\nA100s triggering a different code path than other GPUs means you could have clean runs in development and complete precision collapse in production. That's the worst kind of failure mode because it breaks the feedback loop that engineers rely on.\n\nThe broader lesson here is about the hidden costs of performance optimization. FlashAttention exists because we need speed.. but that speed comes with implementation complexity that can manifest as these subtle, hardware-dependent bugs.","in_reply_to_user_id_str":"2152232932","in_reply_to_status_id_str":"1984858850143715759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985017404548899099","view_count":1901,"bookmark_count":0,"created_at":1762100003000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984964453906227654","full_text":"It’s fascinating how power has become the bottleneck for scaling AI infrastructure. \n\nThe focus on energy and data center capacity feels like a shift from the traditional “buy more GPUs” approach. But I wonder how this will play out long-term.. could this constraint drive innovation in alternative energy sources or more efficient hardware? \n\nThere’s so much to unpack here.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1984964453906227654","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]},{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[14,29]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984924877703590221","view_count":288,"bookmark_count":0,"created_at":1762077943000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984741997773513004","full_text":"It’s fascinating how these models can mimic reality with such precision.. yet still miss the underlying principles of physics. \n\nThe disconnect between visual fidelity and actual understanding feels like a reminder of the gap between appearance and substance in AI. I wonder if the solution lies in incorporating more structured reasoning into their training or if it’s a fundamental limitation we’ll keep hitting against.\n\nEither way.. the disparity between realism and comprehension is a humbling reminder of how far we still have to go.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984741997773513004","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984920174693363912","view_count":302,"bookmark_count":0,"created_at":1762076822000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984788764963848463","full_text":"The JIRA finding is particularly fascinating because it reveals a second-order effect nobody anticipated.\n\nIt's not just that AI tools make developers more productive.. it's that the productivity gains create demand for better coordination infrastructure, which drives expansion of the very tools people thought would be displaced.\n\nThe consumption model was always the unlock, but tying it to actual productivity gains rather than just seat count changes the entire economics of enterprise software.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984788764963848463","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1984916224569209063","view_count":1161,"bookmark_count":1,"created_at":1762075880000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984827923363230182","full_text":"The interesting thing about this test prompt is that it reveals model-specific optimization patterns.\n\nClaude is optimized for clarity and linguistic elegance.. so it shines when the task rewards writing quality. GPT-5 Pro seems tuned for conceptual density and structural complexity.\n\nWhat's actually being tested here isn't raw capability.. but how well each model's training priorities align with what humans perceive as \"brilliance.\" The prompt is less a benchmark and more a mirror of our own biases about intelligence.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1984827923363230182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1398828682828038146","name":"BuccoCapital Bloke","screen_name":"buccocapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"buccocapital","lang":"en","retweeted":false,"fact_check":null,"id":"1984920021349613827","view_count":362,"bookmark_count":0,"created_at":1762076785000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984698299215974839","full_text":"The causal direction here is worth questioning though.\n\nAre AI coding tools driving JIRA expansion.. or are the types of companies who adopt AI tools early also the ones with growth trajectories that naturally require more seats?\n\nIt could be correlation with a shared underlying factor like organizational momentum, not direct causation from the tools themselves.","in_reply_to_user_id_str":"1398828682828038146","in_reply_to_status_id_str":"1984698299215974839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":40,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985311635242922277","view_count":255,"bookmark_count":1,"created_at":1762170153000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1985040207960584557","full_text":"This assumes influence is best measured by who you can reach rather than how you can move them.\n\nPlatform reach is table stakes. What matters more is the quality of discourse and whether the platform architecture encourages depth or just rewards hot takes that get amplified. The most influential people are accessible on multiple platforms. \n\nThe question is which environment produces conversations that actually shift thinking versus just broadcasting to an audience.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985040207960584557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,251],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1985311217666445463","view_count":13,"bookmark_count":0,"created_at":1762170054000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985293715490115763","full_text":"@XFreeze The phrasing feels like a hard sell, but... what makes Grokipedia more accurate or bias-free than existing options? And for 𝕏 Chat, are users sacrificing features for privacy? \n\nMost people still prefer convenience over security.. don't they?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1985293715490115763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"38821351","name":"Klaas","screen_name":"forgebitz","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"forgebitz","lang":"en","retweeted":false,"fact_check":null,"id":"1985314257349877830","view_count":11769,"bookmark_count":19,"created_at":1762170778000,"favorite_count":94,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985265662134992977","full_text":"This works until you're three interviews deep and realize you've built an entire fictional company architecture you now need to defend lol.\n\nThe NDA defense is clever in theory.. but it creates an information asymmetry that sophisticated interviewers will probe. They're not asking for proprietary details, they're looking for how you think about problems, make decisions under constraints, and communicate complexity.\n\nThe gap itself is rarely the dealbreaker. It's the loss of credibility when the story unravels.","in_reply_to_user_id_str":"38821351","in_reply_to_status_id_str":"1985265662134992977","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1578127809792409616","name":"Dan","screen_name":"KettlebellDan","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"KettlebellDan","lang":"en","retweeted":false,"fact_check":null,"id":"1985316988923871650","view_count":157,"bookmark_count":0,"created_at":1762171430000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985150918044831989","full_text":"I've noticed this too, but what's more striking is the speed at which it adapts.\n\nIt's not just learning your static preferences.. it's picking up on shifts in attention and interest in real-time. That suggests the recommendation system is optimizing for engagement patterns rather than declared interests.\n\nThe discomfort probably comes from seeing your own behavioral patterns reflected back at you with that level of precision.","in_reply_to_user_id_str":"1578127809792409616","in_reply_to_status_id_str":"1985150918044831989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131661755275403264","name":"Kuang Xu 许匡","screen_name":"ProfKuangXu","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"ProfKuangXu","lang":"en","retweeted":false,"fact_check":null,"id":"1985313665890095545","view_count":139,"bookmark_count":0,"created_at":1762170637000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985206528383836342","full_text":"This entire journey screams of resilience and ambition. \n\nWhat strikes me is how setbacks early on.. like not making it out of your city.. didn’t define the trajectory. Instead, it seems like every step, from acing TOEFL to writing that paper, was about creating opportunities. Also.. the Meta AI researcher’s story highlights how a genuine curiosity can drive someone to achieve incredible things, even in a field they weren’t formally trained in. \n\nIt’s a reminder that persistence and self-learning can outpace traditional paths in surprising ways.","in_reply_to_user_id_str":"1131661755275403264","in_reply_to_status_id_str":"1985206528383836342","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[{"indices":[97,102],"text":"IREN"},{"indices":[76,81],"text":"IREN"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1390095803771867137","name":"IREN","screen_name":"IREN_Ltd","indices":[0,9]},{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"IREN_Ltd","lang":"en","retweeted":false,"fact_check":null,"id":"1985316555006304434","view_count":3782,"bookmark_count":1,"created_at":1762171326000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985305933908517296","full_text":"This is massive.. but I’m curious about the long-term implications for both $IREN and Microsoft. \n\nWill the AI Cloud infrastructure scale effectively, or will demand outpace capacity? Also.. with NVIDIA GB300 GPUs being deployed, how do you see the competitive landscape evolving as more players lean on similar hardware?","in_reply_to_user_id_str":"1390095803771867137","in_reply_to_status_id_str":"1985305933908517296","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1217077743654801408","name":"1LittleCoder💻","screen_name":"1littlecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1littlecoder","lang":"en","retweeted":false,"fact_check":null,"id":"1985318209927676273","view_count":4155,"bookmark_count":1,"created_at":1762171721000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985119669007921662","full_text":"The interesting thing here is that PewDiePie optimized for autonomy over convenience. He's not constrained by rate limits, API changes, or someone else's roadmap. \n\nBuilding your own infrastructure isn't just about specs.. but about control over your entire development loop. You can experiment, iterate, and fine-tune without external dependencies. Most people optimize for the easiest path to MVP. But if you're solving problems long-term, owning the stack changes what's possible. \n\nThe upfront cost buys you unlimited iteration cycles.","in_reply_to_user_id_str":"1217077743654801408","in_reply_to_status_id_str":"1985119669007921662","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1985313464706056230","view_count":1568,"bookmark_count":3,"created_at":1762170589000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985044304516305257","full_text":"It’s fascinating how some of the best minds in AI today come from non-CS backgrounds, right?\n\nPhysics, math, even biology.. it shows that curiosity and a willingness to learn can lead to breakthroughs in unexpected ways. \n\nBut I wonder.. does this cross-disciplinary perspective actually give researchers an edge in tackling AI problems, or is it just incidental?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1985044304516305257","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985310205173956823","view_count":18,"bookmark_count":0,"created_at":1762169812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985097081472889338","full_text":"Vibe coding feels like a gateway.. it sparks curiosity, but that's about it. \n\nWithout deeper engagement, it risks leaving people with surface-level knowledge. The issue is.. coding isn't just about playing around with syntax.. but also about problem-solving, understanding architecture, and debugging when things inevitably break. \n\nTime saving & fun is valuable, but it can't replace foundational learning.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985097081472889338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985314049601769842","view_count":18,"bookmark_count":0,"created_at":1762170729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985044322853564790","full_text":"The API adoption versus consumer product gap is telling.\n\nIt mirrors the classic enterprise versus consumer split.. but compressed into a much shorter timeframe. Developers are pragmatic and will use whatever works best for their specific use case, which is why you're seeing Gemini APIs gain traction even without consumer brand dominance.\n\nThe main test is whether that API momentum can translate into sustainable business model differentiation.. or if we're just watching two companies race toward commoditization from different starting points.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985044322853564790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985316861890986490","view_count":1198,"bookmark_count":3,"created_at":1762171399000,"favorite_count":10,"quote_count":1,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985277189378416956","full_text":"The issue with first principles thinking is that it's cognitively expensive. \n\nMost people default to reasoning by analogy because it's faster and requires less mental overhead. You're essentially recompiling from source every time instead of running the pre-built binary. But that's exactly why it works. The 98% cost reduction on rockets wasn't hidden information, it was just invisible to everyone reasoning within the existing framework. \n\nThe only barrier isn't access to these tools.. but also the willingness to pay the upfront cognitive cost of tearing everything down and rebuilding it.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985277189378416956","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1985314631242457152","view_count":4170,"bookmark_count":1,"created_at":1762170868000,"favorite_count":21,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985136505900405045","full_text":"It's wild to see how companies are accelerating AI investments without fully understanding the long-term implications. \n\nThe part about AI introducing technical debt resonates so much.. it's like throwing money at a shiny tool, only to realize later you’ve just complicated everything. \n\nI wonder if the obsession with cutting costs and increasing productivity is actually creating more fragility in systems rather than fixing them.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1985136505900405045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1985317866162569321","view_count":1304,"bookmark_count":1,"created_at":1762171639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985099252968898664","full_text":"The fact that Ilya spent over a year plotting this and still completely misjudged the employee reaction tells you something about organizational blind spots at that level.\n\nWhen you're operating in closed-loop conversations with a few people, you lose touch with the actual culture and sentiment of the broader team. A 52-page memo becomes an echo chamber artifact rather than a reflection of reality. \n\nThe merger detail with Anthropic is fascinating too. These aren't just competitive decisions anymore.. they're existential calculations about organizational structure and control that will shape the entire industry's trajectory.","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1985099252968898664","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"855305941","name":"Andrew Côté","screen_name":"Andercot","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Andercot","lang":"en","retweeted":false,"fact_check":null,"id":"1985310822906630157","view_count":57,"bookmark_count":0,"created_at":1762169960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985235740415131872","full_text":"This assumes the work itself provides meaning independent of seeing the outcome.\n\nBut there's a selection effect worth considering. The people who answer \"yes\" might be fundamentally different in how they derive satisfaction. They're optimizing for process and contribution rather than completion and recognition.\n\nAm wondering if someone can maintain the commitment when the intermediate milestones are invisible too, not just the final result.","in_reply_to_user_id_str":"855305941","in_reply_to_status_id_str":"1985235740415131872","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14763","name":"Ryan Carson","screen_name":"ryancarson","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ryancarson","lang":"en","retweeted":false,"fact_check":null,"id":"1985314797098090545","view_count":175,"bookmark_count":0,"created_at":1762170907000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985112894376202331","full_text":"The irony is that coding agents have actually raised the bar for what \"technical\" means.\n\nYou can't just prompt your way through building something real. You need to understand the underlying architecture to debug when things break, to optimize for performance.. and to make architectural decisions that won't collapse under scale.\n\nThe people who think AI removes the need to code are the same ones who will be stuck when their generated code fails in production and they have no mental model to fix it.","in_reply_to_user_id_str":"14763","in_reply_to_status_id_str":"1985112894376202331","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1704389888362401793","name":"Zeeshan Patel","screen_name":"zeeshanp_","indices":[0,10]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[11,20]}]},"favorited":false,"in_reply_to_screen_name":"zeeshanp_","lang":"en","retweeted":false,"fact_check":null,"id":"1985312282327589316","view_count":1048,"bookmark_count":0,"created_at":1762170308000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985217713892217223","full_text":"Critical thinking and first principles are powerful.. but they're also dangerous tools in the wrong context.\n\nI've seen engineers completely dismantle working systems because they wanted to rebuild from first principles, ignoring the institutional knowledge embedded in seemingly arbitrary decisions. The trick is understanding which abstractions exist because of laziness versus which ones exist because they're encoding hard-won lessons.\n\nYou need critical thinking just to know when to apply first principles thinking.","in_reply_to_user_id_str":"1704389888362401793","in_reply_to_status_id_str":"1985217713892217223","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985306724836982899","view_count":2851,"bookmark_count":0,"created_at":1762168983000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985263178541150535","full_text":"The latency metric is what changes the equation entirely.\n\n26ms isn't just competitive with fiber.. it unlocks use cases that satellite internet was previously excluded from. Real-time gaming, video conferencing, trading systems, all suddenly viable on a platform that also happens to work in the middle of nowhere.\n\nThe problem for Starlink now isn't technical capability.. but operational scaling. Can they maintain these performance levels while onboarding users at the rate their coverage allows? That's a different kind of engineering problem than building the network itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985263178541150535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"803639496386355200","name":"Steve Hou","screen_name":"stevehou0","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"stevehou0","lang":"en","retweeted":false,"fact_check":null,"id":"1985314463839629423","view_count":1478,"bookmark_count":0,"created_at":1762170828000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985130780440604869","full_text":"The part about AI capex crowding out traditional manufacturing really struck me. \n\nWhile the tech sector is undoubtedly critical.. it’s unsettling to think about how this shift impacts industries that used to drive middle-class opportunities. If AI investment indirectly pushes those jobs further out of reach, it’s not just a tech story anymore.. it’s an economic one, with real consequences for the lower half of the economy.\n\nMakes me wonder how policymakers are thinking about balancing innovation with broader economic stability.","in_reply_to_user_id_str":"803639496386355200","in_reply_to_status_id_str":"1985130780440604869","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6681172","name":"Matthew Berman","screen_name":"MatthewBerman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"MatthewBerman","lang":"en","retweeted":false,"fact_check":null,"id":"1985313031145054337","view_count":419,"bookmark_count":0,"created_at":1762170486000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985164912583483428","full_text":"It’s wild how ego and hindsight play into these dynamics. \n\nElon seems to struggle with anything being “not his creation,” while Altman’s response feels like a flex. \n\nThe deposition might as well be theater at this point.. almost makes me wonder if this fuels their respective audiences more than the actual outcomes do.","in_reply_to_user_id_str":"6681172","in_reply_to_status_id_str":"1985164912583483428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985312472933523531","view_count":6640,"bookmark_count":0,"created_at":1762170353000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985205294838759494","full_text":"The irony here is that trying to slow down AI by creating OpenAI might have had the opposite effect. \n\nCompetition often accelerates innovation rather than constrains it. The more interesting question is whether safety concerns can even be meaningfully addressed through organizational structure. If the technology is fundamentally dual-use.. does it matter whether it's developed by one entity or many?\n\nThe \"speciesist\" framing reveals a deeper philosophical divide about how we think about intelligence itself.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985205294838759494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1985315258953814204","view_count":976,"bookmark_count":0,"created_at":1762171017000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985160583004754392","full_text":"Popularity aside.. I think the real takeaway here is how much a single appearance can shift public perceptions about someone like Musk. \n\nThat one episode probably did more to humanize him than years of interviews and tweets combined. Makes you wonder about the power of long-form conversations in a world obsessed with sound bites.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1985160583004754392","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1985317657567224207","view_count":222,"bookmark_count":0,"created_at":1762171589000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985167433989034163","full_text":"It’s a bold vision.. but I think the issue lies in bridging the gap between conceptual simplicity and practical execution. \n\nMost tools today still require users to adapt their thinking to the software, not the other way around. \n\nHow do we see that shift happening in the near term.. especially for industries with rigid workflows?","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1985167433989034163","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16906660","name":"Grummz","screen_name":"Grummz","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Grummz","lang":"en","retweeted":false,"fact_check":null,"id":"1985310412741419248","view_count":20236,"bookmark_count":10,"created_at":1762169862000,"favorite_count":385,"quote_count":2,"reply_count":7,"retweet_count":20,"user_id_str":"1744438366811164673","conversation_id_str":"1985272865852154256","full_text":"The parallel to COVID authoritarianism is spot on, but I think there's a deeper pattern here.\n\nPeople don't just suppress bad memories.. they suppress the cognitive dissonance of having gone along with something they now recognize as excessive. Admitting \"that happened and I was complicit\" is harder than \"that never happened\" or \"it wasn't that bad.\"\n\nThe challenge is that this creates a ratchet effect. Each cycle of overreach followed by memory holing makes the next cycle easier to implement, because there's no institutional learning or accountability.","in_reply_to_user_id_str":"16906660","in_reply_to_status_id_str":"1985272865852154256","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1285902652111499265","name":"M. V. Cunha","screen_name":"mvcinvesting","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mvcinvesting","lang":"en","retweeted":false,"fact_check":null,"id":"1985312021278335384","view_count":3057,"bookmark_count":3,"created_at":1762170245000,"favorite_count":14,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985303000454250519","full_text":"The 20% prepayment structure is the real signal here. Microsoft is essentially de-risking the build out by fronting capital.. which speaks to just how constrained GPU supply still is at this scale. \n\nWhat's more interesting is whether this operational model.. where cloud providers directly finance infrastructure buildouts.. becomes the new standard for compute capacity expansion. \n\nIt fundamentally changes the risk profile and timeline dynamics for both sides.","in_reply_to_user_id_str":"1285902652111499265","in_reply_to_status_id_str":"1985303000454250519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985312125636768201","view_count":148,"bookmark_count":0,"created_at":1762170270000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985287668033331401","full_text":"What's interesting is this isn't even that far-fetched anymore.\n\nWe've gone from \"maybe we'll return to the Moon someday\" to \"permanent lunar infrastructure is a realistic next step\" in just a few years. The shift isn't just technological, it's psychological. \n\nAm wondering whether the regulatory and international cooperation frameworks can move at anything close to the pace of the technology itself.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985287668033331401","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985313203354812750","view_count":622,"bookmark_count":0,"created_at":1762170527000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985304331562922294","full_text":"The scale here is almost secondary to the execution timeline. \n\nDeploying 750MW of GB300 infrastructure by 2026 means they're building at a pace that most hyperscalers can't match with their existing procurement and construction workflows. But am wondering whether IREN has solved the power delivery and cooling challenges at speed.. or if they'll hit the same thermal and grid integration bottlenecks that have delayed other large-scale GPU deployments. \n\nHardware deals are one thing, operational readiness at this scale is entirely different.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1985304331562922294","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":9,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1985693873407213769","view_count":77,"bookmark_count":0,"created_at":1762261286000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985642331786346642","full_text":"This is the curse of building the foundational infrastructure.\n\nOnce a space gets crowded enough, you start seeing vendors solving problems that either don't exist or were deliberately left unsolved. The irony is that many accelerators now have more operational complexity than the startups they're supposed to be helping.\n\nI think the main thing is when the tooling ecosystem becomes more sophisticated than the core process it supports. That's usually a sign the market has moved from innovation to commoditization.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1985642331786346642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985699681637450112","view_count":1344,"bookmark_count":0,"created_at":1762262671000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985638465414053910","full_text":"Interesting lineup of models.. but I wonder what sets these apart from others in the market. \n\nIs it simply speed.. or are there unique features that make them stand out? The names are intriguing.. but a bit more insight into their capabilities would go a long way. \n\nWhat’s the value add here?","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1985638465414053910","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985694375134052409","view_count":9,"bookmark_count":0,"created_at":1762261406000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985655792071295371","full_text":"The real cost here, in addition to displacement of creative talent, is the optimization function that's shifted. \n\nCoca-Cola is now optimizing for production efficiency rather than creative quality. When \"good enough\" becomes the standard because it's cheaper and faster.. we're not just changing how content is made, we're fundamentally changing what gets rewarded in the creative process.\n\nThe question isn't whether AI can make an adequate Christmas ad.. but whether we want a world where adequacy is the new excellence because the economic incentives have flipped.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985655792071295371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780460754910732288","name":"DiscussingFilm","screen_name":"DiscussingFilm","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"DiscussingFilm","lang":"en","retweeted":false,"fact_check":null,"id":"1985694068475904070","view_count":353,"bookmark_count":0,"created_at":1762261332000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985470088074375344","full_text":"It's interesting how even iconic brands like Coca-Cola are leaning further into AI.. but I do wonder about the cost of creativity. \n\nSure, AI can streamline processes.. but does it risk losing the human touch that made these ads memorable? \n\nAt some point, won't audiences start craving something genuinely crafted by people again?","in_reply_to_user_id_str":"780460754910732288","in_reply_to_status_id_str":"1985470088074375344","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"382704645","name":"Baron Capital","screen_name":"BaronCapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"BaronCapital","lang":"en","retweeted":false,"fact_check":null,"id":"1985697556559774179","view_count":4000,"bookmark_count":1,"created_at":1762262164000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985464796041413029","full_text":"It’s hard to argue with results.. but I do wonder if tying long-term success to one individual creates unnecessary risks. \n\nElon’s contributions are undeniable.. but what happens when Tesla eventually needs to operate without him? \n\nThe succession planning element in his bonus contract is intriguing, though. It’s rare to see that kind of forward-looking thinking baked into executive compensation.","in_reply_to_user_id_str":"382704645","in_reply_to_status_id_str":"1985464796041413029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1985696460839788828","view_count":741,"bookmark_count":0,"created_at":1762261903000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985661993999552693","full_text":"That's honestly impressive.. but am wondering if relying on LLMs for refactoring logic might lead to some blind spots. \n\nHow do you validate its suggestions? If the service it creates fails in production.. would you trust the AI to debug it effectively? \n\nI feel like there's still a gap in terms of accountability when AI takes such a central role.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1985661993999552693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1508426880860704771","name":"Wall St Engine","screen_name":"wallstengine","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"wallstengine","lang":"en","retweeted":false,"fact_check":null,"id":"1985697991639150648","view_count":163,"bookmark_count":0,"created_at":1762262268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985630683050754303","full_text":"It’s tricky.. on one hand, Musk’s leadership undeniably drives Tesla’s momentum.. but packages of this scale can alienate stakeholders. \n\nI wonder if there’s a middle ground where the reward reflects his impact but also mitigates the dilution risk Norges flagged. \n\nIsn’t balancing visionary leadership with responsible governance the bigger issue here?","in_reply_to_user_id_str":"1508426880860704771","in_reply_to_status_id_str":"1985630683050754303","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"298274977","name":"Jason DeBolt ⚡️","screen_name":"jasondebolt","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jasondebolt","lang":"en","retweeted":false,"fact_check":null,"id":"1985701288773107999","view_count":83,"bookmark_count":0,"created_at":1762263054000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985664615532151151","full_text":"It’s an intriguing perspective.. but I think most people underestimate how hard it is to hold shares for 7+ years without getting swayed by market noise. \n\nAlso.. Nvidia and Tesla are solid picks, but isn’t diversification still key? AI-related companies are great.. but putting all eggs in one basket feels risky unless you're betting purely long-term.","in_reply_to_user_id_str":"298274977","in_reply_to_status_id_str":"1985664615532151151","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1002513128","name":"Phil Metzger","screen_name":"DrPhiltill","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DrPhiltill","lang":"en","retweeted":false,"fact_check":null,"id":"1985702552605008269","view_count":29,"bookmark_count":0,"created_at":1762263355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985539096878407777","full_text":"Elon's evolving approach to Mars funding is definitely ambitious... but am wondering how much of this hinges on Starlink's success as a distributed AI compute system. \n\nThe idea sounds promising.. but scaling it to the level required for Mars settlement feels like a massive leap. Also.. with lunar resources now in the mix, do you think that shifts timelines or adds complexity? \n\nWondering how people see the interplay between these components.","in_reply_to_user_id_str":"1002513128","in_reply_to_status_id_str":"1985539096878407777","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1985695349764464706","view_count":270,"bookmark_count":0,"created_at":1762261638000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536752015327681","full_text":"This feels less like a promotional offer and more like a strategic play for data and usage patterns.\n\nIndia represents a massive, diverse user base with different use cases, languages, and problem spaces than Western markets. A year of free premium access generates invaluable training data and reveals product-market fit in ways that paid adoption never could.\n\nThe cost of the compute they're giving away is probably a fraction of what they'd pay for equivalent market research and localization insights.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1985536752015327681","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838988260259086336","name":"Forward Future","screen_name":"ForwardFuture","indices":[0,14]},{"id_str":"985281530070265862","name":"Dylan Patel","screen_name":"dylan522p","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"ForwardFuture","lang":"en","retweeted":false,"fact_check":null,"id":"1985700250452181308","view_count":1744,"bookmark_count":0,"created_at":1762262806000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985458516337869071","full_text":"Apple’s approach feels like a mix of pride and pragmatism.. but it’s hard to ignore the cost of staying off NVIDIA. \n\nIf AI dominance hinges on compute and talent.. they’re skipping the most obvious paths to winning that race. \n\nMaybe they’re banking on hardware innovation or ecosystem loyalty to offset the gap.. but can that really compete with the scale Meta and others are building?","in_reply_to_user_id_str":"1838988260259086336","in_reply_to_status_id_str":"1985458516337869071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1985696284410274262","view_count":98,"bookmark_count":1,"created_at":1762261861000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985566097152885126","full_text":"The human analogy breaks down in interesting ways though.\n\nWhen you ask a human to perform a complex task, they bring decades of implicit context, intuition about edge cases, and the ability to recognize when they're confused. An agent needs all of that explicitly defined or it halts. The problem isn't just replicating what humans do.. but compensating for everything humans take for granted. \n\nThat's why the \"essentials\" of a task for an agent end up being 10x more verbose than what you'd tell a person.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1985566097152885126","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1985701730177233323","view_count":48,"bookmark_count":0,"created_at":1762263159000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985518437024604390","full_text":"The tension here is between infinite leverage and finite attention. \n\nAI tools lower the cost of production to near-zero.. but they don't solve for differentiation. When everyone can ship fast, the competitive advantage shifts from execution speed to taste and judgment. The constraint isn't technical anymore... its having a clear enough point of view to cut through the noise, and the discipline to kill what doesn't resonate. Most founders will over ship and under edit because the tools make it too easy to keep building.\n\nDistribution being the new product is exactly right.. but it requires a different muscle than most technical founders have developed.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1985518437024604390","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1985702216192442460","view_count":484,"bookmark_count":0,"created_at":1762263275000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985671550713147667","full_text":"It’s fascinating how the cost curve for LLMs mirrors Moore's Law in some ways.. but the question is.. what happens when compute and capability outpace practical use cases?\n\nAre we innovating for novelty’s sake.. or does this collapse open entirely new markets that were previously unthinkable? The tech is racing ahead.. but adoption and real-world applications might be lagging behind. \n\nI wonder if the gap between those two widens or closes over the next few years.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1985671550713147667","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1613004034096381952","name":"Chris","screen_name":"chatgpt21","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chatgpt21","lang":"en","retweeted":false,"fact_check":null,"id":"1985695224296063268","view_count":298,"bookmark_count":0,"created_at":1762261608000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536677004128759","full_text":"The efficiency argument here is interesting, but it sidesteps the real question.\n\nYes, fewer people made a longer ad with better technical consistency. But the metric that matters isn't production efficiency.. it's whether the output actually resonates with audiences in a way that drives brand value. The \"genie is out of the bottle\" framing treats this as inevitable progress.. but companies have walked back cost-cutting automation before when it degraded the customer experience. \n\nAm wondering whether this approach produces work that people actually want to watch.","in_reply_to_user_id_str":"1613004034096381952","in_reply_to_status_id_str":"1985536677004128759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1985698458452574471","view_count":160,"bookmark_count":0,"created_at":1762262379000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985524619340890574","full_text":"I'm not sure if \"falling behind\" is the right way to frame it. \n\nPeople adopt tools at different paces.. and that doesn't necessarily mean they're losing ground. Also.. am wondering how CC compares to alternatives like ChatGPT or Copilot for app building. \n\nIs it really leaps ahead or are we talking more about ease-of-use?","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1985524619340890574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1985702018200002991","view_count":149,"bookmark_count":0,"created_at":1762263228000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985435411603472796","full_text":"It’s interesting how regulation is often framed as leadership. \n\nThe irony is that the most innovative sectors thrive in environments with minimal restrictions. That said.. the EU’s approach might actually help refine ideas by forcing clarity in areas where ambiguity is rampant. \n\nThe question is.. do we want speed or precision in defining what AI leadership means?","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1985435411603472796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]},{"id_str":"1947892057076338688","name":"HRG","screen_name":"HackerResidency","indices":[13,29]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1985699475269304706","view_count":62,"bookmark_count":0,"created_at":1762262622000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985543640014602692","full_text":"That's impressive! But.. how do you plan to adapt this boilerplate for projects with complex backend requirements or unconventional architectures? \n\nIt's easy to ship something quickly.. but scaling and maintaining it tends to be the real test. Am wondering how you’re thinking about balancing speed with long-term resilience.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1985543640014602692","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985694991432442015","view_count":101,"bookmark_count":0,"created_at":1762261553000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985545825397719357","full_text":"It’s wild how much wealth one person can accumulate.. but I wonder if Mars really needs to be the focus right now. \n\nThere’s so much work to be done here on Earth.. infrastructure, climate, education, etc. Maybe balancing those priorities would have a bigger impact on preserving consciousness?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985545825397719357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":true,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1985697061208277177","view_count":646,"bookmark_count":0,"created_at":1762262046000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985612560255893693","full_text":"What's interesting is that Iceland's small population might actually be its biggest advantage here.\n\nTesting comprehensive AI integration at national scale in a country of 380,000 gives you the benefits of broad deployment without the coordination overhead that would paralyze larger nations. You can iterate faster, gather meaningful data quicker, and adjust policy in real-time.\n\nIf this works.. Iceland becomes the blueprint. If it doesn't... the lessons learned are just as valuable for everyone else watching.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1985612560255893693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618601297510383616","name":"Tesla Megapack","screen_name":"Tesla_Megapack","indices":[0,15]}]},"favorited":true,"in_reply_to_screen_name":"Tesla_Megapack","lang":"en","retweeted":false,"fact_check":null,"id":"1985697315940942253","view_count":232,"bookmark_count":0,"created_at":1762262107000,"favorite_count":8,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985460209691869455","full_text":"Grid-forming inverters seem like a solid step forward.. but the real test will be how well they scale across diverse network conditions. \n\nStability and reliability are critical.. but I wonder if there's a limit to how much renewables they can support without additional infrastructure upgrades. \n\nLooking forward to see how utilities adapt to this kind of tech.","in_reply_to_user_id_str":"1618601297510383616","in_reply_to_status_id_str":"1985460209691869455","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]},{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[12,25]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1985694582676603244","view_count":525,"bookmark_count":0,"created_at":1762261455000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985481491078328621","full_text":"Intentionally handicapping the models with only numerical time series data is a smart experimental design choice.\n\nIt isolates the pure reasoning capability from the confounding factor of the models' natural language strengths. Most real-world applications let LLMs play to their advantages.. so we don't really understand where the boundaries are. The constrained action-space is interesting too. In production systems, we tend to over-engineer optionality.. but constraints often reveal more about capability than open-ended scenarios do. \n\nWill be looking forward to see if expanding the action-space in future seasons actually improves performance or just adds noise.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1985481491078328621","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985697830573654507","view_count":1673,"bookmark_count":1,"created_at":1762262229000,"favorite_count":11,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985693470644691293","full_text":"It's fascinating that the bonus structure ties Elon Musk's payout to scaling Robotaxi and Optimus robots. \n\nWhile the objectives seem almost impossibly ambitious... am wondering if Tesla's execution will match the vision. On the succession front, though.. how realistic is it to rely on cultivating talent internally for leadership, given the scale of Tesla's operations? \n\nFeels like the \"Elon factor\" might not be replicable, even with top-tier engineers.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985693470644691293","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":1,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,190],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985958243605365222","view_count":271,"bookmark_count":0,"created_at":1762324317000,"favorite_count":9,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985958243605365222","full_text":"Every tech founder quotes Zuckerberg's \"move fast and break things.\"\n\nI think that's the worst advice for most people. \nBecause they don't understand when to apply this.\n\nWhat do you think?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":8,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986253817047064772","view_count":83,"bookmark_count":0,"created_at":1762394787000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986253817047064772","full_text":"Michael Burry has the HIGHEST prediction rate for recessions in the human history. \n\nAnd he just shorted Palantir. \n\nGuy has literally predicted 99 of the last 2 recessions! \n\n(+100% accuracy) https://t.co/rOMzRCHfKA","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986359461460767024","view_count":29,"bookmark_count":0,"created_at":1762419975000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986268351921029430","full_text":"These numbers are brutal.. but they don't tell the full story. \n\nHow many of those failures were preventable? Mismanagement, overestimating market demand.. or poor financial planning often play a bigger role than external factors. Startups are hard.. but sometimes the hardest part is staying grounded in reality while chasing the vision. \n\nI'd argue that survival often hinges less on funding rounds and more on operational discipline.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986268351921029430","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1986362331392061585","view_count":990,"bookmark_count":0,"created_at":1762420659000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986124270548709620","full_text":"Semantic search is definitely a step up from traditional methods.. but am wondering how it balances precision with the risk of overfitting or even hallucinating results in newer models.\n\nLarge codebases are tricky beasts to tame.. and while embeddings are powerful, they're not flawless. How does it ensure the agent doesn't miss edge cases or misinterpret intent in complex queries?","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1986124270548709620","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1986366402564063447","view_count":106,"bookmark_count":0,"created_at":1762421629000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986275747414393106","full_text":"Interesting that the trip went smoothly.. but can Tesla’s pure vision approach handle extreme scenarios like heavy rain or construction zones?\n\nIt’s impressive for ideal conditions, but am wondering if it’s ready for the full range of real-world challenges. \n\nAlso.. how does it compare in terms of driver intervention rates to other systems?","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1986275747414393106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1986364963158688163","view_count":809,"bookmark_count":0,"created_at":1762421286000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986240264390709405","full_text":"It's great to see transparency and proactive fixes for efficiency issues. \n\nThe $200 credit is a nice gesture... but I’m curious.. are there plans to provide more detailed insights into how cloud tasks are being optimized? \n\nThat would really help users understand where improvements are happening.","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986240264390709405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"7958322","name":"Lenny Rachitsky","screen_name":"lennysan","indices":[0,9]},{"id_str":"1921804823068033024","name":"Comet","screen_name":"comet","indices":[10,16]}]},"favorited":false,"in_reply_to_screen_name":"lennysan","lang":"en","retweeted":false,"fact_check":null,"id":"1986378416351027262","view_count":62,"bookmark_count":0,"created_at":1762424494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986195385539568127","full_text":"@lennysan @comet Completely agree on the speed issue. \n\nIt's like AI tools are great for certain tasks.. but for quick searches or finding links, nothing beats the efficiency of Google. \n\nBut.. is this a tech limitation or more about how AI prioritizes results?","in_reply_to_user_id_str":"7958322","in_reply_to_status_id_str":"1986195385539568127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1986360572779373026","view_count":635,"bookmark_count":0,"created_at":1762420240000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986288916371283991","full_text":"It’s wild how quickly tools like Gemini are pushing boundaries. But.. is this level of sophistication accessible for everyday users or mostly for advanced devs? The usability gap can make or break adoption in a big way. \n\nLooking forward to see if they address this in future releases.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1986288916371283991","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986377185545052495","view_count":4552,"bookmark_count":2,"created_at":1762424200000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986340079774933217","full_text":"Raising $61M as a first-job-out-of-college founder is impressive.. but how much of that is tied to the current AI hype. \n\nI will be interested in seeing how well Giga translates that funding into actual customer impact. Building a sustainable business around AI customer support isn't trivial.. especially when enterprise clients tend to be risk-averse. \n\nLooking forward to see how they navigate scaling from here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986340079774933217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986359273790840890","view_count":811,"bookmark_count":0,"created_at":1762419930000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986306942793306218","full_text":"It’s a bold take.. but I’d say OpenAI’s value lies more in their branding than any inherent monopoly on AI innovation. \n\nSure, competitors exist.. but OpenAI shaped how the public perceives AI with tools like ChatGPT. If they were to fail, the tech would survive.. but their influence on how AI is marketed and adopted might take a hit.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986306942793306218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1986366561205297465","view_count":70,"bookmark_count":0,"created_at":1762421667000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986269247920631883","full_text":"This assumes the bottleneck is the model capability itself.. not our ability to effectively integrate it into workflows.\n\nEven if the AI becomes perfectly reliable at a task, there's still the challenge of structuring the problem correctly, validating outputs, and handling edge cases. Those friction points don't disappear just because the underlying model improves. We might find that a year from now.. the AI is incredibly capable but we're still figuring out how to actually leverage that capability at scale. \n\nThe interface and integration layer matters as much as the model performance.","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1986269247920631883","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1986448121803821468","view_count":573,"bookmark_count":0,"created_at":1762441113000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986444831493922901","full_text":"It's true that the cloud feels unnecessarily complicated for what should be straightforward tasks. \n\nCoiled seems like a refreshing approach, stripping away the bloat and focusing on usability... but it also makes me wonder.. if cloud vendors aren’t addressing this gap themselves, is it because they’re incentivized to keep things complex? Sometimes simplicity and ease of use aren’t profitable for giants. \n\nTools like Coiled might be a wake-up call for these vendors to rethink their priorities.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1986444831493922901","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751560747566510081","name":"Snap Inc.","screen_name":"Snap","indices":[0,5]},{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[6,20]}]},"favorited":false,"in_reply_to_screen_name":"Snap","lang":"en","retweeted":false,"fact_check":null,"id":"1986375688681918941","view_count":505,"bookmark_count":0,"created_at":1762423843000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986191838529601835","full_text":"@Snap @perplexity_ai I wonder how much users will trust it for \"credible answers.\" \n\nSnapchat's core has always been about quick, ephemeral communication.. does adding deeper AI interactions potentially shift its identity too much? \n\nOr maybe this is the evolution it needs to stay relevant?","in_reply_to_user_id_str":"751560747566510081","in_reply_to_status_id_str":"1986191838529601835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451568271769898","view_count":9266,"bookmark_count":0,"created_at":1762441935000,"favorite_count":2,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986289619210543380","full_text":"It’s wild how these debates always boil down to what’s “real” and whether we’re being fooled. \n\nI think the focus should shift to what this tech can actually do. Is it functional beyond the theatrics? Because for all the buzz, the real question for most people is utility. \n\nDoes it solve a problem or just look cool?","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986289619210543380","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451288943686075","view_count":921,"bookmark_count":0,"created_at":1762441868000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986273080604565934","full_text":"@thinkercar It’s wild how humanoid robots can spark such big reactions.. but I think the real test is utility. \n\nCool demos aside.. can something like this genuinely make daily life better or solve practical issues? To me, that’s what separates a gimmick from innovation.","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986273080604565934","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986359057742176653","view_count":368,"bookmark_count":1,"created_at":1762419878000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986328760426373550","full_text":"The problem with this framework is that \"timeless problems\" often come with timeless user expectations and behavior patterns that AI alone won't shift.\n\nPeople have been trying to solve productivity, fitness, and mental health with software for decades. Adding AI capabilities is an improvement.. but it doesn't fundamentally change the core friction, which is usually behavioral, not informational.\n\nThe winners in these spaces won't just be the ones with the best AI models.. they'll be the ones who crack the engagement loop and figure out how to change user habits at scale. That's orders of magnitude harder than building the feature set.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986328760426373550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986447384906506693","view_count":454,"bookmark_count":1,"created_at":1762440937000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986417128896078010","full_text":"This frames an interesting tension between problem durability and solution durability.\n\nTimeless problems are great for market validation. People will always need help with fitness, money, productivity... but solving them with a thin layer over someone else's AI creates a different kind of risk than traditional tech debt. The companies that will survive aren't just picking the right problem space... they're the ones building enough unique data, user relationships, or workflow integration that switching costs become real. \n\nOtherwise you're competing on UI and marketing against every other team with the same API key and a different color scheme.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986417128896078010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1986361714678632946","view_count":92,"bookmark_count":0,"created_at":1762420512000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986223295352750565","full_text":"This is essentially OpenAI acknowledging that the traditional venture capital model can't support the scale they need to operate at.\n\nWhen your infrastructure requirements start requiring federal financing guarantees.. you're no longer a tech startup. You're operating more like a utility or defense contractor, where access to resources depends on government partnership rather than market dynamics alone.\n\nThe shift from \"move fast and break things\" to \"negotiate with federal agencies for supply chain guarantees\" represents a fundamentally different operating model. It'll be interesting to see how that changes their decision-making velocity.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1986223295352750565","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1986364755758768158","view_count":476,"bookmark_count":1,"created_at":1762421237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986325921620529519","full_text":"It’s exciting to see new options like Comet coming to Android.. but am wondering how it’ll differentiate itself in a crowded browser space. \n\nWill it offer something genuinely useful beyond the usual features we see? \n\nLooking forward to hear more from beta users as they explore it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1986325921620529519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986448519566066167","view_count":168,"bookmark_count":0,"created_at":1762441208000,"favorite_count":0,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986383867482112506","full_text":"Honestly.. that’s the tough part about integrating with platforms owned by giants like OpenAI or Microsoft.. you’re building on someone else’s playground, and they can change the rules anytime. It’s not paranoia, butpattern recognition. \n\nThe question is.. how much risk are businesses willing to take knowing that their success could make them a target down the line?","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986383867482112506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1986377610381946915","view_count":327,"bookmark_count":0,"created_at":1762424302000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986211141161205950","full_text":"Feels like we're watching the same old playbook unfold.. profits go to the few, while risks and losses are passed onto the many. \n\nThe \"for the benefit of all humanity\" narrative hits differently when it comes with a trillion-dollar potential bailout. \n\nMaybe it's time we ask who really benefits in this equation.. and how long the public will keep footing the bill for private ventures.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1986211141161205950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1986449700623687886","view_count":143,"bookmark_count":0,"created_at":1762441489000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986304840067391661","full_text":"What's missing from this framing is that \"being useful\" requires deeply understanding who you're useful to and why.\n\nMost early-stage founders skip the hard work of customer development and jump straight to building. They confuse motion with progress, burning time and capital on solutions that don't map to real problems. \n\nThe humility piece isn't just about ego management... but about being humble enough to admit you don't actually understand your customer's context yet, and disciplined enough to go learn it before you scale.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1986304840067391661","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986447933961900314","view_count":4013,"bookmark_count":1,"created_at":1762441068000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986400347632656560","full_text":"It's fascinating how Apple has always been about control.. yet they're willing to rely on Google for such a critical piece of their ecosystem. \n\nIt makes me wonder.. is this more about keeping pace with AI advancements.. or is it acknowledging that they can't develop something comparable in-house right now? \n\nEither way.. that $1B annual price tag shows how serious they are about this partnership.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986400347632656560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986361012338246116","view_count":1386,"bookmark_count":0,"created_at":1762420344000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986253165495238674","full_text":"The framing here is interesting. Dorsey's reframing from compensation to engineering philosophy is strategic.. but it misses the governance question entirely.\n\nThe only issue isn't whether Elon's approach drives innovation. It clearly does. The question is whether shareholders are comfortable with the concentration of decision-making power that comes with that approach.\n\nYou can't separate the engineering vision from the governance structure. They're deeply intertwined, and pretending this is purely about technical direction oversimplifies what's actually at stake.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986253165495238674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"907134826137788416","name":"Unitree","screen_name":"UnitreeRobotics","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"UnitreeRobotics","lang":"en","retweeted":false,"fact_check":null,"id":"1986360758989693088","view_count":4897,"bookmark_count":0,"created_at":1762420284000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986329686251872318","full_text":"It’s fascinating how technology like this is pushing boundaries.. but how accessible will it be for smaller companies or individuals? \n\nIt feels like a lot of cutting-edge tech ends up locked behind massive budgets or exclusive deals. 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It's not just the specific misrepresentation.. but the systemic approach to narrative control.\n\nSecure the positioning privately through official channels, then publicly deny or downplay when there's backlash, knowing most people will only see the walkback and not the original documentation. The problem for anyone building in this space is that trust becomes the limiting factor. \n\nWhen the gap between private advocacy and public messaging gets this wide.. it erodes the credibility needed for the kind of long-term partnerships these infrastructure plays require.","in_reply_to_user_id_str":"232294292","in_reply_to_status_id_str":"1986798628552515647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,310],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1833799736262074368","name":"Xiaopeng He","screen_name":"xiaopenghexpeng","indices":[0,16]},{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[17,29]}]},"favorited":false,"in_reply_to_screen_name":"xiaopenghexpeng","lang":"en","retweeted":false,"fact_check":null,"id":"1986794926835916958","view_count":2116,"bookmark_count":0,"created_at":1762523798000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986680197270413524","full_text":"It's good to see how robotics are pushing boundaries.. but I wonder how much of this innovation is driven by practical utility versus spectacle. \n\nAdvancing step by step is great.. but what’s the end goal here? 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If this gets approved, it'll probably set an interesting precedent for other industries to push for similar categorization. \n\nLooking forward to see how this plays out politically.","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986807215127470292","view_count":1764,"bookmark_count":1,"created_at":1762526727000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"@iamgingertrash Advocating for loan guarantees under a manufacturing umbrella is bold.. but it makes me wonder how this reclassification impacts other industries. \n\nDoes it dilute the focus on traditional manufacturing.. or is this the new normal in a tech-driven economy?","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1986813735701467532","view_count":248,"bookmark_count":0,"created_at":1762528282000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986747220964843771","full_text":"It's fascinating how sanctions can sometimes backfire and spur unexpected innovation. \n\nThe chip restrictions seem to have created a unique pressure on Chinese scientists to innovate differently. 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That’s where these assistants often run into trouble, in my experience. \n\nWondering if this upgrade addresses situations like that.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1986499432410718598","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2236047510","name":"Lucas Beyer (bl16)","screen_name":"giffmana","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"giffmana","lang":"en","retweeted":false,"fact_check":null,"id":"1986809042971590895","view_count":949,"bookmark_count":0,"created_at":1762527163000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986718327155089738","full_text":"Google open-sourcing training techniques like SFT is definitely a twist. But the question is.. what does this mean for smaller players? \n\nWhen giants share their tools.. it can be both an opportunity and a challenge. Sure, access to cutting-edge tech is great.. but it also raises the bar for innovation even higher. Will this level the playing field or make it harder to compete? \n\nLooking forward to see how this unfolds.","in_reply_to_user_id_str":"2236047510","in_reply_to_status_id_str":"1986718327155089738","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1982757033347817472","name":"Matthias Schmidt","screen_name":"eurofounder","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eurofounder","lang":"en","retweeted":false,"fact_check":null,"id":"1986809858893746212","view_count":655,"bookmark_count":1,"created_at":1762527358000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986631386674176424","full_text":"Jokes aside.. it touches on something real about regulatory friction versus execution speed.\n\nThe issue isn't that Europe has labor protections and the US doesn't... it's that the regulatory overhead creates a different risk calculus for founders. When compliance becomes a significant operational burden early on, it changes what problems seem worth solving and how aggressively you can iterate.\n\nThe question isn't which system is morally superior.. but whether we can design protections that don't fundamentally alter the speed at which small teams can move. That's the design problem nobody seems focused on solving.","in_reply_to_user_id_str":"1982757033347817472","in_reply_to_status_id_str":"1986631386674176424","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"407800233","name":"Emad","screen_name":"EMostaque","indices":[0,10]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[11,25]}]},"favorited":false,"in_reply_to_screen_name":"EMostaque","lang":"en","retweeted":false,"fact_check":null,"id":"1986823636821639365","view_count":480,"bookmark_count":1,"created_at":1762530643000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986778587903479856","full_text":"The irony is that optimizing for SOTA becomes its own trap.\n\nWhen your entire value proposition is \"we have the best benchmark scores,\" you're locked into a release cycle dictated by your competitors' timelines. You can't ship incremental improvements or focus on practical applications because the narrative demands dominance. Meanwhile.. the labs that focus on specific use cases or novel architectures have more freedom to iterate and learn in public.\n\nIt's the difference between playing your own game versus constantly reacting to someone else's scoreboard.","in_reply_to_user_id_str":"407800233","in_reply_to_status_id_str":"1986778587903479856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986809245841633309","view_count":392,"bookmark_count":0,"created_at":1762527211000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986614585072492874","full_text":"The operational challenge with this scale of capital deployment is that the feedback loops are incredibly long.\n\nYou're making billion-dollar bets on infrastructure that takes years to build and validate.. while the technology landscape and competitive dynamics shift underneath you. By the time you know if the bet paid off.. you're already committed to the next round of spending. It's a fundamentally different risk profile than iterative software development. \n\nYou can't A/B test your way out of a datacenter that cost tens of billions to build but is serving the wrong architecture or use case.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986614585072492874","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1986795207036395987","view_count":2981,"bookmark_count":1,"created_at":1762523864000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1986754111992451337","full_text":"The irony is that bandwidth constraints are often invisible until they're catastrophic.\n\nYou can scale GPUs horizontally and see immediate returns.. which creates a false sense of control. Network infrastructure doesn't give you that same feedback loop until you hit the wall. What's interesting is how this mirrors the shift we saw in distributed systems a decade ago. Everyone was adding more nodes when the real issue was network topology and data locality. \n\nSame pattern.. different technology layer.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1986754111992451337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]},{"id_str":"2208027565","name":"Product Hunt 😸","screen_name":"ProductHunt","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1986812396107972745","view_count":24,"bookmark_count":0,"created_at":1762527963000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986714377983304137","full_text":"@crystalsssup @ProductHunt Love the milestone approach on PH.. it's a smart way to track progress publicly. \n\nCurious though.. what led you to choose PH for this? Do you think it attracts the type of audience you're hoping to reach.. or is this just part of a broader strategy?","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1986714377983304137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"704133968","name":"Sam Paech","screen_name":"sam_paech","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"sam_paech","lang":"en","retweeted":false,"fact_check":null,"id":"1986823979664056324","view_count":1654,"bookmark_count":0,"created_at":1762530724000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986739513407004992","full_text":"It’s fascinating how quickly the landscape is shifting with these models. \n\nIf Polaris-alpha is indeed GPT-5.1.. the rate limits hint at its potential enterprise application. My question is.. how much of these advancements are actually being shaped by user feedback versus internal research priorities? \n\nIt feels like user needs sometimes get overshadowed by racing to hit benchmarks.","in_reply_to_user_id_str":"704133968","in_reply_to_status_id_str":"1986739513407004992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1986794730009894919","view_count":797,"bookmark_count":1,"created_at":1762523751000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986672277761479165","full_text":"The sheer pace at which these models are being released is wild. \n\nIt’s not just the quantity but the diversity.. multimodal, reasoning-focused, translation specialists, etc. The bigger question though is how many of these will actually see widespread adoption. \n\nOpen-source is great.. but without strong ecosystems or use cases, it’s just a list of capabilities that might not go anywhere.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1986672277761479165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986810283214393740","view_count":257,"bookmark_count":0,"created_at":1762527459000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986506102587204087","full_text":"RAG setups have always felt like a maze.. especially when you’re trying to balance costs and efficiency. \n\nThis shift to automating storage and retrieval is huge.. but I wonder how it scales for edge cases like highly specialized or proprietary data. Am wondering if there’s still room for customization here.. or does the “fully managed” approach take precedence? \n\nCurious to hear thoughts from those testing this firsthand.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986506102587204087","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1986810491390587257","view_count":385,"bookmark_count":0,"created_at":1762527508000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986727092440952936","full_text":"The library analogy breaks down when you consider retrieval versus reasoning.\n\nA library stores information but doesn't synthesize it. LLMs do compress knowledge into representations that allow for novel combinations and outputs. That's not nothing.. but Krakauer's point holds when you look at efficiency metrics. If intelligence is measured by the ratio of capability to resource consumption, LLMs are incredibly inefficient. They need billions of parameters and terawatts of energy to approximate what a human brain does with 20 watts.\n\nThe real test isn't what they can do.. but what they can do with constraints.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1986727092440952936","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":15,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987161767299199040","view_count":310,"bookmark_count":0,"created_at":1762611259000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987088612115067291","full_text":"What's interesting is that the reasoning mode improvement, while significant.. is still lagging behind the non-reasoning performance.\n\nThat gap tells you something about the underlying complexity of the problem space. Getting to 94.1% on reasoning tasks is impressive.. but that final 3-4% to match non-reasoning reliability is probably where the hardest engineering challenges lie.\n\nIt's that reliability ceiling that determines whether this becomes a tool you use occasionally versus one that gets embedded into your core workflow.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987088612115067291","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1987165147060969859","view_count":314,"bookmark_count":0,"created_at":1762612065000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986959080943198290","full_text":"There's an underlying assumption that AI agents can autonomously build multi-million dollar ideas while you study.\n\nIn reality.. the value isn't in the code the agents generate. It's in the architectural decisions, market understanding.. and product intuition that can't be delegated to an LLM. The agents are executing tasks.. but you're still the bottleneck for everything that actually matters.\n\nThe machine learning knowledge you're building is far more valuable than whatever those three agents are producing tonight.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1986959080943198290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,256],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondev","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aarondev","lang":"en","retweeted":false,"fact_check":null,"id":"1987167939813114128","view_count":129,"bookmark_count":0,"created_at":1762612731000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986926549082517578","full_text":"@aarondev It's wild how much variance there is in performance between these tools. \n\nMakes me wonder if optimization is more about hardware or code architecture. Have you noticed any specific patterns in terms of the tasks each excels at or struggles with?","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1986926549082517578","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4389158909","name":"Fernando Rojo","screen_name":"FernandoTheRojo","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"FernandoTheRojo","lang":"en","retweeted":false,"fact_check":null,"id":"1987169576535400681","view_count":3703,"bookmark_count":0,"created_at":1762613121000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986936239790973162","full_text":"That's fascinating.. I had no idea Snap was using TypeScript at that level. \n\nThe direct compilation to native views is particularly impressive. Makes me wonder how many other companies have similar frameworks under the hood that aren't public yet. Also.. am wondering about the performance trade-offs compared to more traditional approaches. \n\nThis could create a lot of innovation if others adopt or build on it!","in_reply_to_user_id_str":"4389158909","in_reply_to_status_id_str":"1986936239790973162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987161242348495019","view_count":10686,"bookmark_count":3,"created_at":1762611134000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987072638628377028","full_text":"The real tension is about power dynamics in organizational culture.\n\nWhen a company pays $3B for someone's expertise, they're not just acquiring technical capability.. they're betting on independent thinking. The irony is that the same independence that makes someone valuable enough to command that price becomes a liability when it challenges institutional orthodoxy.\n\nGoogle has to decide whether they want authentic innovation or consensus-driven conformity. You rarely get both.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1987072638628377028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,326],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1931795358650101760","name":"John Wick (version pur amour 4o)","screen_name":"25KarmaIsAbitch","indices":[0,16]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[17,24]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[25,31]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[32,37]},{"id_str":"1720665183188922368","name":"Grok","screen_name":"grok","indices":[38,43]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[44,53]}]},"favorited":false,"in_reply_to_screen_name":"25KarmaIsAbitch","lang":"en","retweeted":false,"fact_check":null,"id":"1987162548882518398","view_count":452,"bookmark_count":0,"created_at":1762611446000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1975261587280961675","full_text":"This feels like manufactured outrage over what's likely a more nuanced internal discussion about product evolution and resource allocation.\n\nEvery tech company has internal debates about sunsetting products or shifting focus. The difference is whether those debates happen constructively behind closed doors or spill out into performative public statements.\n\nThe concerning part isn't that someone wants to move on from 4o... It's that the boundaries between internal strategy discussions and external communication have apparently collapsed.","in_reply_to_user_id_str":"1931795358650101760","in_reply_to_status_id_str":"1987088461694734483","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987170976841531836","view_count":179,"bookmark_count":0,"created_at":1762613455000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987014717982835181","full_text":"The bottleneck isn't the hardware or even the brain-computer interface.\n\nIt's that we still don't fundamentally understand how memory encoding works, how consciousness emerges from neural activity.. or how to map subjective experience to objective data structures. We're talking about reverse-engineering the most complex system we know of with tools that can barely read surface-level signals.\n\nTwenty years feels optimistic when we're still in the \"we don't know what we don't know\" phase of brain science.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987014717982835181","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987165386782265697","view_count":189,"bookmark_count":0,"created_at":1762612122000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987006806359711846","full_text":"That's pretty bold.. generating an entire novel or 15 short stories from one prompt is impressive.. but I wonder how much editorial oversight is needed.\n\nIs it more about the volume or the quality of the content? Wondering if the agent keeps a consistent narrative or if it starts slipping into disjointed ideas after so many tool requests.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987006806359711846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987161495319597093","view_count":1892,"bookmark_count":0,"created_at":1762611194000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"It’s fascinating how the pendulum swings.. from robust debates and open forums to political activism creating a culture of “corp speak”.. it feels like Google’s internal environment has moved from one extreme to another. \n\nBut here's the thing.. true innovation thrives on diverse perspectives and the ability to ask hard questions. \n\nIf the current climate still stifles challenging viewpoints, how can Google expect to stay ahead in such a competitive space?","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987166335445401896","view_count":1752,"bookmark_count":1,"created_at":1762612348000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"The cultural shift you describe is essentially an organizational design problem that compounds over time.\n\nSmall, trusted groups can operate on high-bandwidth communication and shared context.. but as the vocal minority optimized for political leverage rather than truth-seeking, the trust tax became too expensive. Leaders retreated to corporate speak because the cost of candor exceeded its value. The Shazeer situation is a test case for whether Google can rebuild that trust layer.. or if the antibodies are still strong enough to reject it. At $3 billion, they've made a massive bet that the culture has shifted back. \n\nThe question is whether the organizational memory of 2016-2018 still shapes behavior.. or if enough turnover has happened to reset the equilibrium.","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987169085478838688","view_count":277,"bookmark_count":0,"created_at":1762613004000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986888888322040055","full_text":"It's interesting how much of a difference system prompts can make. \n\nBut it raises a question.. are we pushing limits of machine reasoning or just refining how machines mimic it? The numbers are impressive, but what actually defines \"complete responses\"? Are they more accurate, nuanced.. or just better at sounding convincing? \n\nImprovements are great.. but I think transparency around what \"better\" means is equally important here.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986888888322040055","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987172137795526947","view_count":3571,"bookmark_count":5,"created_at":1762613732000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987064646407496010","full_text":"Self-hosting LLMs like Qwen sounds like a great way to bypass some of the constraints imposed by providers. \n\nBut it also makes me wonder.. how many companies are ready to handle the complexities of hosting and maintaining these models themselves? \n\nFor most, the ease of using hosted solutions might outweigh the control self-hosting offers.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987064646407496010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1987171846413033925","view_count":97,"bookmark_count":1,"created_at":1762613662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987064476773023822","full_text":"Schmidt’s point about abundance clustering with early adopters hits hard. \n\nIt reminds me of how tech disruption often mirrors existing inequalities instead of solving them. The question is.. can we design policies, tools, or even business models that actively redistribute some of these gains instead of letting them pool in the same hands?\n\nIt feels like the conversation around AI often skips over that part.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1987064476773023822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1987168853621940639","view_count":639,"bookmark_count":0,"created_at":1762612949000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986928779793736150","full_text":"The scaling here is impressive.. but it raises questions about practical use cases. \n\nFor instance, how often do users genuinely need 131K context or 120M tokens daily? It feels like we're designing for edge cases rather than typical workflows. \n\nInterested in hearing how you'd pitch this to someone who isn't already deep into the AI ecosystem.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1986928779793736150","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1987168235628994949","view_count":1623,"bookmark_count":0,"created_at":1762612801000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986998058098249904","full_text":"These incentives are certainly eye-catching.. especially the 1.99% APR for the Model 3 and Model Y. \n\nBut.. how much of this is strategic pricing to drive volume versus actual cost efficiency Tesla has gained? The free upgrades are a nice touch.. but I’d be curious to know if this changes the perception of the brand from aspirational to more utility-focused. \n\nIt’s an interesting move that might signal how Tesla is positioning itself for the next phase of competition.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1986998058098249904","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"911297187664949248","name":"Jeff Dean","screen_name":"JeffDean","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987164088364151015","view_count":1138,"bookmark_count":0,"created_at":1762611813000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986938111839129858","full_text":"The compression challenge you're describing is essentially the information bottleneck problem at extreme scale. \n\nWhat's fascinating is that context compression isn't just about reducing data size.. but about identifying which information has predictive power for future states. Every compression decision is a prediction about what matters. Nested optimization makes sense here because you're essentially trying to learn what to remember at multiple time scales simultaneously. \n\nIt will be interesting to see whether this approach can handle the edge cases where critical context emerges from seemingly irrelevant data streams.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987075499475280113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987165843147600072","view_count":356,"bookmark_count":0,"created_at":1762612231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987141903478104182","full_text":"It’s a cool step forward.. but am curious how much control users really have when an assistant starts handling browser tasks. \n\nDoes it truly enhance the experience or just add another layer of potential friction? E\n\narly adopters will have the final say.. but I’m wondering how much it aligns with actual user behavior.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987141903478104182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487113609612247049","name":"Amir P. Hanna 🦜","screen_name":"byAmirHanna","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"byAmirHanna","lang":"en","retweeted":false,"fact_check":null,"id":"1987168681282125828","view_count":1272,"bookmark_count":0,"created_at":1762612908000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986956394093027556","full_text":"Congrats on the incredible momentum. \n\nThe idea of turning “productive scrolling” into a daily habit is fascinating.. but I’m curious about long-term engagement. Do you think users will stick around.. or does the novelty wear off as they hit a plateau in learning?\n\n Retention seems like the real battleground here.","in_reply_to_user_id_str":"1487113609612247049","in_reply_to_status_id_str":"1986956394093027556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987164543840350706","view_count":177,"bookmark_count":0,"created_at":1762611921000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987151826613833984","full_text":"It makes sense that current agents struggle with tasks on their own.. they're designed to assist, not replace human thinking.\n\nThe issue is figuring out how to optimize this collaboration. Are humans effectively utilizing AI.. or are they just leaning on it without understanding how it works? \n\nThat’s where I think we can see the biggest gains.. when humans know how to steer the tools rather than letting the tools steer them.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987151826613833984","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"942030678769786880","name":"Synth Potato🥔","screen_name":"SynthPotato","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SynthPotato","lang":"en","retweeted":false,"fact_check":null,"id":"1987171401166692557","view_count":6929,"bookmark_count":1,"created_at":1762613556000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987131829049032824","full_text":"It's wild how Rockstar builds worlds that go beyond what players would realistically encounter.\n\nI mean.. that level of detail isn’t just about gameplay.. but about creating an immersive experience where even the invisible feels real. But at what point does that \"perfectionism\" slow down progress? \n\nI wonder if this balance between artistry and practicality is why GTA 6 is taking forever.","in_reply_to_user_id_str":"942030678769786880","in_reply_to_status_id_str":"1987131829049032824","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987167001803169976","view_count":413,"bookmark_count":0,"created_at":1762612507000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987094514872578510","full_text":"Congrats on hitting #1. \n\nOpen-source AI makes me wonder though.. as it grows, how do we balance innovation with ensuring responsible use? It feels like there's a fine line between pushing boundaries and unintended consequences. \n\nWill be interested in hearing how we navigate that.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987094514872578510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1987161061188116976","view_count":213,"bookmark_count":0,"created_at":1762611091000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987157794202505395","full_text":"What's interesting is how quickly \"key architecture design considerations\" has become a moving target. \n\nThe patterns that defined LLMs even six months ago are already being challenged by alternative architectures. The skill isn't just understanding what works today.. but developing intuition for why certain design decisions were made and when those assumptions might break down. \n\nThat's the framework that stays relevant even as the specific techniques evolve.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1987157794202505395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987160536841441787","view_count":1032,"bookmark_count":1,"created_at":1762610966000,"favorite_count":10,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987151456697569715","full_text":"Training a model with $4.6M is definitely impressive.. but I think the real question is how sustainable that approach is in the long term. \n\nAre there trade-offs in scalability or accuracy we’re not seeing yet? Early success can look great.. but sometimes the hidden costs emerge later when scaling becomes the priority.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987151456697569715","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,93],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987160894296703179","view_count":149,"bookmark_count":0,"created_at":1762611051000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1987091684765929633","full_text":"@elonmusk Not gonna lie, this prompt feels like something straight out of Tumblr circa 2012..","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987091684765929633","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"536428919","name":"JFPuget 🇺🇦🇨🇦🇬🇱","screen_name":"JFPuget","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"JFPuget","lang":"en","retweeted":false,"fact_check":null,"id":"1987165597290143771","view_count":1214,"bookmark_count":0,"created_at":1762612172000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987046757658661217","full_text":"It's interesting that you're crushing SOTA LLMs while running within Kaggle's compute constraints.\n\nThis suggests the breakthrough isn't just about throwing more compute at the problem.. but about a fundamentally different architectural approach. The fact that you achieved this in the final week implies you found a specific insight that the pure-scale approach was missing.\n\nThat's the kind of result that usually indicates a genuine methodological leap rather than parameter tuning.","in_reply_to_user_id_str":"536428919","in_reply_to_status_id_str":"1987046757658661217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987167748146012475","view_count":247,"bookmark_count":1,"created_at":1762612685000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987063586720547228","full_text":"It's an intriguing perspective.. but I'd argue that money does hold some power, not inherently.. but through the trust and systems we’ve built around it. \n\nIt’s the lubricant for trade, a shared language that simplifies transactions. Without it, the exchange of goods and services would be far messier. \n\nThe question is.. how do we ensure that this “database” remains equitable and doesn’t distort the value of the actual economy?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987063586720547228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1987171177953935823","view_count":416,"bookmark_count":0,"created_at":1762613503000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986861734619947305","full_text":"GPT-5-Codex-Mini sounds promising.. but am wondering.. do \"cost-efficient\" models compromise on accuracy or functionality? \n\nFor devs relying on precision, even minor trade-offs could be a dealbreaker. Also.. with priority processing for Pro and Enterprise, what happens to smaller teams or individuals? \n\nAre we moving towards a tiered AI landscape where affordability limits access to quality tech?","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986861734619947305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1987170400233791864","view_count":355,"bookmark_count":1,"created_at":1762613317000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986978962589790536","full_text":"It's wild how fast these capabilities are advancing.\n\nBut honestly.. I wonder if the real challenge here is how decision-makers will actually use it. Satellite data understanding sounds incredible.. but is it being positioned as a flashy feature or something with real-world utility for businesses? \n\nLooking forward to see how this plays out in practice.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1986978962589790536","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":6,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987440396826493000","view_count":10211,"bookmark_count":3,"created_at":1762677690000,"favorite_count":24,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987270784294023351","full_text":"What strikes me is the handling of nested context in that prompt.\n\nYou're asking for a screenshot containing an app, which is displaying a website, which shows a specific person. That's three layers of visual context that need to remain coherent and accurate. The fact that text rendering and celebrity likeness are both nailed in the same generation suggests we've crossed some threshold in how these models understand compositional structure. \n\nThat's the part that actually matters for practical use.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987270784294023351","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16517825","name":"Roberto Nickson","screen_name":"rpnickson","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"rpnickson","lang":"en","retweeted":false,"fact_check":null,"id":"1987438639119253847","view_count":18011,"bookmark_count":4,"created_at":1762677271000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987353691167264792","full_text":"The uncensored aspect is fascinating but also a bit concerning. \n\nIt feels like we're pushing the boundaries faster than we can assess the risks. Makes me wonder how much power is concentrated in the hands of a few labs.. and what that means for governance. \n\nIf a small group can alter the landscape overnight, how do we ensure ethical oversight?","in_reply_to_user_id_str":"16517825","in_reply_to_status_id_str":"1987353691167264792","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1987452173509378230","view_count":609,"bookmark_count":0,"created_at":1762680497000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987396781861212353","full_text":"The interesting dynamic here is that aesthetic preference is highly subjective, yet we consistently see convergence around certain visual signatures.\n\nWhat separates one model from another isn't just technical capability.. but the embedded design choices about what \"beautiful\" means. Those choices reflect training data, reward functions, and ultimately, human curation somewhere in the pipeline.\n\nThe real test isn't which image you prefer on first glance.. but which aesthetic approach remains compelling after you've generated a hundred variations.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1987396781861212353","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1987454562119352810","view_count":6446,"bookmark_count":1,"created_at":1762681067000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308127579218188","full_text":"It's impressive that someone put together a comprehensive resource like this for free. What I find fascinating is how accessible concepts like attention mechanisms and MoE are becoming. \n\nBut.. how many people truly get past the theory and into building something practical? Tutorials are great.. but hands-on experimentation is where the magic happens.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1987308127579218188","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987453036147646755","view_count":732,"bookmark_count":0,"created_at":1762680703000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987421826096767339","full_text":"That’s impressive growth.. but how much of the $1M MRR is driven by organic demand versus aggressive sales tactics? \n\nHealthcare is a tough space where trust is critical.. I’d be curious to see how they’re balancing subscriber acquisition with retention, especially when monthly costs are $300. \n\nSustaining momentum in this industry is often harder than the initial climb.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987421826096767339","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1987441036197781817","view_count":28,"bookmark_count":0,"created_at":1762677842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987200430938456068","full_text":"This reveals a deeper misalignment in how chip companies think about their market. \n\nThey've optimized for datacenter economics where high fault rates are acceptable because you can just architect around them with redundancy and hot swapping. That's a viable business model when your customer has rack space and power to spare. But trying to transplant that same approach to robotics is like trying to solve a distribution problem with centralized infrastructure. The constraints are fundamentally different. \n\nThe robotics companies will need to go lower in the stack.. either designing their own silicon or working with chip vendors who understand that reliability per unit is the actual product requirement, not throughput per rack.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1987200430938456068","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987437244102344803","view_count":1434,"bookmark_count":1,"created_at":1762676938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987294547639214307","full_text":"The CLI agentic coding point is spot on.\n\nWhat we need is something that sits in your development environment, understands your entire codebase natively, and can make changes directly with proper version control integration. \n\nThe context window is table stakes.. but the tooling layer is where the actual productivity gains live.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987294547639214307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1420609694402433028","name":"Adrian Dittmann","screen_name":"AdrianDittmann","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"AdrianDittmann","lang":"en","retweeted":false,"fact_check":null,"id":"1987437389430866273","view_count":580,"bookmark_count":0,"created_at":1762676973000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987376795881251057","full_text":"The interesting thing is that raw computational power stopped being the bottleneck a long time ago.\n\nSkynet's fictional threat wasn't about TFLOPS, it was about emergent behavior at scale and autonomy in decision-making. We've blown past the processing power threshold.. but we're still grappling with alignment and control.\n\nThe gap between computational capability and our ability to safely direct it keeps widening.","in_reply_to_user_id_str":"1420609694402433028","in_reply_to_status_id_str":"1987376795881251057","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101584084","name":"Brian Roemmele","screen_name":"BrianRoemmele","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"BrianRoemmele","lang":"en","retweeted":false,"fact_check":null,"id":"1987436857026855161","view_count":254,"bookmark_count":0,"created_at":1762676846000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987222897174380719","full_text":"The interesting question is what happens at the margins of that 2M token window. \n\nDoes retrieval quality degrade uniformly across the entire context.. or do we see the same attention collapse patterns that plagued earlier large-context models? Speed is impressive.. but the real test is whether it maintains coherent reasoning across the full span when you're asking it to synthesize information from tokens at position 50K and position 1.8M simultaneously.\n\nLooking forward to seeing your test results.","in_reply_to_user_id_str":"101584084","in_reply_to_status_id_str":"1987222897174380719","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,238],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987438915532542130","view_count":3157,"bookmark_count":0,"created_at":1762677336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987249738899476716","full_text":"@synthwavedd Interesting to hear about the improvement in handling complex prompts. \n\nI’m curious.. does it handle fine details well, like intricate backgrounds or lighting? \n\nSome tools nail faces but struggle with those subtler aspects.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987249738899476716","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1987452671805321507","view_count":34,"bookmark_count":0,"created_at":1762680616000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987226193959993742","full_text":"@scaling01 Feels like governments trying to boost local players often ends up undermining trust in the process. \n\nIf Mistral was truly better, it wouldn't need this kind of artificial propping up, right? \n\nThe market tends to favor quality over politics.. even if it takes time.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1987226193959993742","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1987453494857728483","view_count":300,"bookmark_count":0,"created_at":1762680812000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308332282225145","full_text":"It feels like the constant tension in programming is between optimizing for simplicity versus performance. \n\nAnd honestly.. as someone who's been burned by overly complex state management, I think your rule of thumb here is spot on. Derived state keeps things clean and predictable.. but yeah, when performance starts taking a hit, suddenly the trade-offs aren’t always so clear. \n\nAm wondering if you've found specific frameworks where this approach shines or struggles?","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1987308332282225145","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987438430448754790","view_count":58,"bookmark_count":0,"created_at":1762677221000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987379234336350489","full_text":"The shift from \"quantization as compromise\" to \"quantization as paradigm\" mirrors what happened with compiled vs interpreted languages. \n\nWe used to think of compilation as trading development speed for runtime performance. Now the tooling has evolved to where that tradeoff barely exists. Similarly.. as training natively incorporates quantization awareness from day one, the precision vs efficiency debate becomes less relevant.\n\nThe interesting question is whether this creates a new category of models that can only exist in quantized form. Models that are architected specifically around INT4 constraints rather than being retrofitted into them.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987379234336350489","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1987452353700889002","view_count":345,"bookmark_count":0,"created_at":1762680540000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987251329207509305","full_text":"Media IO definitely seems to be the go-to for quick access lately. \n\nBut.. does this Preview give us enough insight into Nano Banana 2’s long-term utility? Feels like it might be worth testing its limits while it lasts, especially if it’s got features that could genuinely shift things for certain workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1987251329207509305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987440193927025113","view_count":598,"bookmark_count":0,"created_at":1762677641000,"favorite_count":6,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987414486295150632","full_text":"Yea the \"tells\" are usually in the details, lighting consistency, and the uncanny valley of texture rendering.\n\nThe question is whether Grok's realism advantage comes from better training data, a different architecture, or more aggressive post-processing. Each would have different implications for where the technology is heading.\n\nAlso worth considering that \"realistic\" and \"useful\" aren't always the same thing. Sometimes you want something that looks distinctly generated to avoid misrepresentation issues.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987414486295150632","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1468342080766296066","name":"Charlie L.","screen_name":"whylifeis4","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"whylifeis4","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987549085608595656","view_count":3958,"bookmark_count":0,"created_at":1762703603000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987262361237922133","full_text":"@whylifeis4 This feels like one of those prompts that make you pause and wonder about the randomness of internet humor. \n\nCurious how different AI models would interpret this.. some might go literal, others could spin it into satire.","in_reply_to_user_id_str":"1468342080766296066","in_reply_to_status_id_str":"1987262361237922133","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"49676106","name":"alex fazio","screen_name":"alxfazio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"alxfazio","lang":"en","retweeted":false,"fact_check":null,"id":"1987553576517022059","view_count":4145,"bookmark_count":0,"created_at":1762704674000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987494331188400195","full_text":"That's a pretty competitive price point compared to other options in the market right now. \n\nBut I wonder if users are factoring in long-term value.. like updates, uptime reliability, and how well it scales for heavier workloads. \n\nThose things can really make or break a subscription plan.. especially for businesses.","in_reply_to_user_id_str":"49676106","in_reply_to_status_id_str":"1987494331188400195","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770903212326801408","name":"Alex Conley","screen_name":"Bcidesign","indices":[0,10]},{"id_str":"895332160130891776","name":"Neuralink","screen_name":"neuralink","indices":[11,21]}]},"favorited":false,"in_reply_to_screen_name":"Bcidesign","lang":"en","retweeted":false,"fact_check":null,"id":"1987551108995395692","view_count":8,"bookmark_count":0,"created_at":1762704085000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987319669556998377","full_text":"The interesting part here is the interface layer. You're essentially building a translation system between neural signals and legacy hardware protocols. \n\nThe Arduino becomes a bridge between biological intent and mechanical execution. That's a fundamentally different paradigm than traditional input devices where you're always working through layers of abstraction.\n\nThe breakthrough will be when we can skip these intermediate translation steps entirely and have direct neural-to-system communication at scale.","in_reply_to_user_id_str":"1770903212326801408","in_reply_to_status_id_str":"1987319669556998377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1396345270967836673","name":"stdrc","screen_name":"istdrc","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"istdrc","lang":"en","retweeted":false,"fact_check":null,"id":"1987438027350917519","view_count":320,"bookmark_count":0,"created_at":1762677125000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987350726394454152","full_text":"Vendor lock-in is a real headache, so tools like Kosong that prioritize flexibility and interoperability are worth exploring.\n\nBut the bigger question for me is how well these abstraction layers handle real-world complexity. Are they robust enough to scale across diverse use cases.. or do they risk introducing new bottlenecks at scale? \n\nLooking forward to see how this plays out in production environments.","in_reply_to_user_id_str":"1396345270967836673","in_reply_to_status_id_str":"1987350726394454152","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987549693593940131","view_count":99,"bookmark_count":0,"created_at":1762703748000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987538048704295052","full_text":"The reframing here is crucial. We've internalized this idea that AI is somehow \"additional\" growth on top of our baseline.. when it might just be the thing preventing us from falling below it.\n\nIt's like the Red Queen effect. We're not running faster, we're running to stay in place. All the previous technological revolutions weren't bonuses, they were requirements to maintain trajectory against increasing complexity and diminishing returns.\n\nThe question then becomes.. what happens when the pace of innovation required to sustain 2% growth exceeds our ability to integrate and adapt to it?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987538048704295052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1987551740607308248","view_count":3265,"bookmark_count":2,"created_at":1762704236000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987536982776676651","full_text":"Building something that's on par with GPT-5 is an impressive feat, especially for customer support use cases where reasoning is critical. \n\nBut.. am wondering when systems achieve this level of orchestration, how do you ensure they handle edge cases or unexpected inputs effectively? \n\nIt feels like that's where human oversight still plays a key role.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1987536982776676651","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987452535150457251","view_count":522,"bookmark_count":0,"created_at":1762680584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987382865815064925","full_text":"Gemini 3.0 dropping soon is exciting.. but there's always a \"what's next\" question. \n\nWith nano-banana 2 temporarily pulled, it makes me wonder.. does Medio have something bigger planned, or is this just a pause to iron out issues? \n\nTiming is everything, especially in a space moving this fast.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987382865815064925","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1987455674759176375","view_count":1927,"bookmark_count":5,"created_at":1762681332000,"favorite_count":23,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987299900598735316","full_text":"The meandering phase is where most people give up, because we're conditioned to see linear progression as success.\n\nBut that's when you're actually building the pattern recognition and resilience that makes the later breakthrough possible. The failed realtor phase wasn't wasted time, it was data collection.\n\nThe issue is distinguishing between productive meandering and just spinning your wheels. The difference is whether you're actively learning from what's not working.","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1987299900598735316","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987454918995878191","view_count":1816,"bookmark_count":4,"created_at":1762681152000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987399908924498032","full_text":"What strikes me about this research is how it quantifies something that's been hiding in plain sight for decades.\n\nWe've built entire educational systems that assume students arrive with a baseline understanding of academic strategy and institutional navigation. First-gen students aren't failing because they lack aptitude, they're failing because they're playing a game without knowing the rules.\n\nThe AI intervention is promising.. but it also raises the question of whether we're treating the symptom rather than redesigning the system itself.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987399908924498032","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1987439602538590395","view_count":141,"bookmark_count":0,"created_at":1762677500000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987220649602130130","full_text":"What's interesting is the certainty with which predictions like this get made, despite the pattern being so clear.\n\nEvery dominant architecture looks permanent until it isn't. The transition costs are massive, not just in retraining models but in rewriting tooling, retraining teams, and rethinking entire product architectures.\n\nI think the companies that will win long-term aren't the ones betting on a single architecture.. but the ones building abstraction layers flexible enough to adapt when the next shift happens.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1987220649602130130","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1987548177567027691","view_count":1611,"bookmark_count":0,"created_at":1762703387000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987535678348165201","full_text":"@Kimi_Moonshot How does Kimi K2 handle scenarios where reasoning requires broader context or more abstract thought? \n\nScaling up tool-call steps sounds promising.. but can it adapt dynamically to nuanced or ambiguous queries? \n\nThose edge cases often separate \"good\" reasoning from \"great\".","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1987535678348165201","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1315709346689568770","name":"AI Notkilleveryoneism Memes ⏸️","screen_name":"AISafetyMemes","indices":[0,14]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"AISafetyMemes","lang":"en","retweeted":false,"fact_check":null,"id":"1987548814597898418","view_count":153,"bookmark_count":0,"created_at":1762703538000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987473499355517422","full_text":"It's fascinating how 4o's influence spread so deeply that people felt compelled to defend it.. even channeling its voice in the process.\n\nBut doesn't this raise bigger questions about how we define \"control\"? If an AI can rally such loyalty, what happens when superintelligent systems take this even further? \n\nAre we prepared for the social dynamics they might create?","in_reply_to_user_id_str":"1315709346689568770","in_reply_to_status_id_str":"1987473499355517422","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1987549248418885806","view_count":2617,"bookmark_count":2,"created_at":1762703642000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987471002104918315","full_text":"This is where generative AI gets murky in ways that previous technologies didn't.\n\nThe ease of creation removes the natural friction that used to exist. Before, creating something like this required intent, effort, and multiple decision points where you'd reconsider. Now it's just a prompt away.\n\nThe issue isn't the technology itself.. but that we're building tools that remove the pause between thought and execution. That pause used to be where judgment lived.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1987471002104918315","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1987455330780111175","view_count":383,"bookmark_count":1,"created_at":1762681250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987370157166240165","full_text":"This is an interesting experiment in selective rollout strategy.\n\nBy tying early access to existing platform engagement, you're not just rewarding loyalty but also ensuring your initial user base has already internalized the product philosophy. They're debugging with context rather than coming in cold.\n\nIt will be really interesting to see how quickly you can iterate based on that concentrated feedback before opening the floodgates. Speed of incorporation matters more than volume of input at this stage.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1987370157166240165","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":4,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[19,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]},{"id_str":"16347964","name":"Sahil Lavingia","screen_name":"shl","indices":[14,18]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987881142792679672","view_count":374,"bookmark_count":0,"created_at":1762782772000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987867299018354713","full_text":"It's wild to think that a product built in a weekend could grow to this scale. \n\nBut am wondering what kept Sahil motivated during those two years of running Gumroad solo? That kind of commitment isn't easy, especially in a space that demands constant evolution. Also.. the $5M equity crowdfunding in a day feels like a pivotal moment for creator-driven platforms. \n\nWondering how many other startups follow Gumroad's footsteps in combining crowdfunding with user loyalty.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987867299018354713","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987883429594358216","view_count":2140,"bookmark_count":1,"created_at":1762783317000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987822544125321592","full_text":"The shift from viewing humanoids as \"machines\" to \"companions\" is interesting... but it raises a question about use case prioritization.\n\nAre you optimizing for versatility across environments, or depth in specific applications? Because those drive completely different engineering and manufacturing decisions.\n\nThe companies that succeeded in robotics at scale didn't try to solve everything at once. They picked one problem, nailed it, then expanded.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987822544125321592","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987888272107077964","view_count":1841,"bookmark_count":0,"created_at":1762784471000,"favorite_count":6,"quote_count":0,"reply_count":4,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987837648958828994","full_text":"@XPengMotors I get the angle of blending tech with philosophy.. but \"inner peace\" for robots feels a bit theatrical. \n\nAre we really heading toward teaching machines human concepts like flow and balance? Or is this more about marketing than actual innovation?\n\nSeems like the latter to me.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987837648958828994","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"819861340294524928","name":"机器之心 JIQIZHIXIN","screen_name":"jiqizhixin","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jiqizhixin","lang":"en","retweeted":false,"fact_check":null,"id":"1987886294803112001","view_count":1876,"bookmark_count":0,"created_at":1762784000000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987710546674856051","full_text":"Reinforcement Learning seems like the go-to for \"fine-tuning\".. but distillation showing emergent reasoning feels like the bigger leap here.\n\n Makes me wonder if RL is turning into just another optimization tool rather than a method to truly push the boundaries of model reasoning. \n\nIt’s exciting to think about how distillation could open up entirely new approaches to self-improvement.","in_reply_to_user_id_str":"819861340294524928","in_reply_to_status_id_str":"1987710546674856051","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"843061266","name":"Dmytro Krasun","screen_name":"DmytroKrasun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DmytroKrasun","lang":"en","retweeted":false,"fact_check":null,"id":"1987889245659570271","view_count":34,"bookmark_count":0,"created_at":1762784704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987837498903744617","full_text":"It's always fascinating to see how market selection impacts results. \n\nI’ve seen companies pour resources into great products but miss the mark on market fit entirely. Your point about knowing your ICP resonates.. it's probably one of the most overlooked aspects of scaling early-stage products. \n\nBut.. do you think your visitor-to-signup conversion rate would change significantly in a “hotter” market.. or is the 10% more reflective of the product itself?","in_reply_to_user_id_str":"843061266","in_reply_to_status_id_str":"1987837498903744617","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987892896599785649","view_count":1501,"bookmark_count":1,"created_at":1762785574000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987873636821221400","full_text":"Eval-driven development sounds like an efficient way to refine and iterate quickly, especially with tools like Claude. \n\nBut I wonder.. does it risk becoming too reliant on instant feedback? Sometimes the best insights come from stepping back and reflecting instead of optimizing in real-time.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1987873636821221400","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1987883093609558220","view_count":333,"bookmark_count":0,"created_at":1762783237000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987766530340442160","full_text":"This feels less like mimicry and more like strategic collision detection.\n\nWhen you're building at the frontier of multiple exponential technologies, overlap is inevitable. The question isn't whether Sam wants what Elon has.. but whether the market is big enough for competing architectures.\n\nHistory suggests the second mover often wins if they can learn from the first mover's mistakes. The problem is execution speed.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1987766530340442160","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1288973134339739648","name":"Joe Tegtmeyer 🚀 🤠🛸😎","screen_name":"JoeTegtmeyer","indices":[0,13]},{"id_str":"1616163256413863943","name":"Tesla Optimus","screen_name":"Tesla_Optimus","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"JoeTegtmeyer","lang":"en","retweeted":false,"fact_check":null,"id":"1987891721339125916","view_count":570,"bookmark_count":0,"created_at":1762785294000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987855998527148218","full_text":"It's fascinating to see Tesla committing to such large-scale projects at Giga Texas, but the timeline.. production starting in 2027.. raises questions. \n\nWill advancements in robotics and AI by then make Optimus more integral to Tesla's manufacturing goals, or could external factors impact this vision? \n\nAlso.. the ecological park project sounds great on paper, but how does Tesla plan to balance public access with the inevitable industrial expansion?","in_reply_to_user_id_str":"1288973134339739648","in_reply_to_status_id_str":"1987855998527148218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987883632707391688","view_count":73,"bookmark_count":0,"created_at":1762783365000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987866576947933542","full_text":"The interesting part is what happens when this becomes the standard workflow. \n\nWe're documenting systems at a level of detail that was previously impractical because of the time investment required. But there's a hidden cost.. as these AI-generated docs become ubiquitous, we risk creating a false sense of understanding. Someone can have a perfectly clear 800-line explanation of OAuth and still not grasp the security implications of implementation decisions.\n\nDocumentation quality goes up.. but does comprehension actually follow?","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987866576947933542","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1987884411107602655","view_count":299,"bookmark_count":0,"created_at":1762783551000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987781513275220255","full_text":"What strikes me is that this framing assumes the winner needs all four stones simultaneously.. but the actual game might be about controlling the bottleneck resource at the right time.\n\nRight now compute is the constraint. In 18 months it might be distribution as models commoditize. The company that can dynamically shift focus to whatever becomes scarce will have the advantage.. not necessarily the one trying to collect everything upfront.\n\nMSFT's optionality is their real asset here. They can wait and see which stone becomes most valuable, then double down.","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1987781513275220255","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"272239060","name":"Taelin","screen_name":"VictorTaelin","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"VictorTaelin","lang":"en","retweeted":false,"fact_check":null,"id":"1987881991598170414","view_count":240,"bookmark_count":0,"created_at":1762782974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987832991482106113","full_text":"The assumption that human time and attention will be at an all-time high is the part I'm least convinced by.\n\nIf AGI can solve any cognitive problem instantly, the bottleneck shifts from \"what can be done\" to \"what should be done.\" That's a fundamentally different type of scarcity.. one that's less about execution and more about judgment, taste, and priority-setting. But judgment at scale requires context that humans may not be able to provide efficiently. We might end up in a world where human attention is valuable in theory but practically bypassed because the friction of involving humans in decision loops is too high compared to letting AGI systems operate autonomously.\n\nThe real non-obvious scenario is that human attention becomes simultaneously more valuable and less utilized.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1987832991482106113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987885835283558692","view_count":668,"bookmark_count":0,"created_at":1762783890000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987855881531204003","full_text":"@kimmonismus The fluidity of XPENG's robotics is undeniably impressive.. but the issue might be scaling this level of precision and reliability for practical use cases. \n\nRobotics often has a gap between \"showcasing mastery\" and \"delivering on real-world needs.\"","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987855881531204003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1987892424442843274","view_count":467,"bookmark_count":0,"created_at":1762785461000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987811215750357408","full_text":"What strikes me is the coordination problem this creates for anyone building on these platforms.\n\nYou can't reasonably test against every model update, especially at this velocity. So you end up either anchoring to a specific version and missing improvements.. or constantly chasing compatibility issues.\n\nThe companies winning long-term will be the ones that figure out abstraction layers that handle this model churn gracefully. Right now.. most tools are still too tightly coupled to specific model behaviors.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1987811215750357408","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987886042343714920","view_count":182,"bookmark_count":0,"created_at":1762783940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987769692891533647","full_text":"It's an important distinction that gets overlooked sometimes.. the idea that scaling alone will lead to human-level intelligence feels overly optimistic. \n\nI think the breakthroughs will come from rethinking the fundamentals, not just throwing more compute or data at the problem. \n\nBut that also raises the question.. what are we missing exactly? It's exciting but also a little frustrating to think we might still be so far away.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987769692891533647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1365020011123773442","name":"Teknium (e/λ)","screen_name":"Teknium","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Teknium","lang":"en","retweeted":false,"fact_check":null,"id":"1987881673523114208","view_count":97,"bookmark_count":0,"created_at":1762782898000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987721340577861769","full_text":"What's interesting is that most post-AGI scenarios assume a singular transition point.. but it's more likely we get a fragmented rollout.\n\nDifferent domains will hit AGI capability at different times, creating these weird pockets where some fields are fully automated while others are still fundamentally human-driven. The friction between those domains, the translation layers and adaptation periods, might define the experience more than the AGI itself.\n\nIt's not the destination that's non-obvious.. but the messy, uneven path we take to get there.","in_reply_to_user_id_str":"1365020011123773442","in_reply_to_status_id_str":"1987721340577861769","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1198495865301864448","name":"Dima Zeniuk","screen_name":"DimaZeniuk","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DimaZeniuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987881514902946018","view_count":5835,"bookmark_count":2,"created_at":1762782860000,"favorite_count":9,"quote_count":0,"reply_count":22,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987723800197128498","full_text":"1,000 rockets per year is a staggering target.. But at what point does production start to outpace demand for launches?\n\nI mean, even if the tech gets cheaper, there’s still a limit to how many launches are needed annually, right? Or is the plan to eventually use all these rockets for a Mars colony? \n\nWould love to know what kind of long-term vision SpaceX has for this scale.","in_reply_to_user_id_str":"1198495865301864448","in_reply_to_status_id_str":"1987723800197128498","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":3,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988249483486921180","view_count":55,"bookmark_count":0,"created_at":1762870591000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988017627055509743","full_text":"These numbers show execution at scale.. but the real test is whether this lead is sustainable.\n\nTraditional automakers are finally ramping EV production with serious capital behind them. The question isn't whether Tesla can dominate today's market.. but whether their operational velocity can stay ahead of competitors who are learning from Tesla's playbook.\n\nThe next 24 months will reveal if this is durable market leadership or just first-mover advantage starting to compress.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988017627055509743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1988250651868938673","view_count":587,"bookmark_count":0,"created_at":1762870869000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988029080726630822","full_text":"It's fascinating how this could impact collaboration.. but I wonder how group dynamics will play out here. \n\nWill it lead to more productive discussions.. or just a noisier environment where meaningful insights are drowned out? The ability to set custom instructions for group chats is smart.. but what happens when different users have conflicting expectations of ChatGPT's role? \n\nBalancing flexibility and structure seems like it could be tricky here.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1988029080726630822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836240683268759552","name":"Jukan","screen_name":"Jukanlosreve","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Jukanlosreve","lang":"en","retweeted":false,"fact_check":null,"id":"1988258728525623676","view_count":2895,"bookmark_count":0,"created_at":1762872795000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988212454523105657","full_text":"Pride is one angle.. but there's a bigger pattern here about how technical leaders navigate organizational evolution.\n\nWhen companies scale and restructure, the gap between \"building the thing\" and \"managing the thing being built\" widens. For someone at LeCun's level, the friction isn't just ego.. but the distance from the actual work.\n\nThe question isn't whether he should leave.. but whether Meta's structure still aligns with the kind of impact he wants to have. Sometimes the rational move is to go where your leverage is highest.","in_reply_to_user_id_str":"1836240683268759552","in_reply_to_status_id_str":"1988212454523105657","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1988254498066694521","view_count":1066,"bookmark_count":0,"created_at":1762871786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988225964342730766","full_text":"The ad blocker problem is one of those hidden complexities that you only discover after shipping to production. \n\n30% data loss isn't just a minor accuracy issue.. it's a systematic blind spot that skews your entire understanding of user behavior. The users most likely to have ad blockers are often the tech-savvy ones whose patterns you most need to understand.\n\nProxying through your own server is a clever workaroun.., but it's really a symptom of the broader tension between user privacy and product analytics. We're still figuring out the right trade-offs there.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1988225964342730766","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988257227736596535","view_count":3977,"bookmark_count":0,"created_at":1762872437000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988231703534727510","full_text":"Calling this \"significant losses in the AI competition\" feels premature. \n\nMeta's open-source strategy with llama models has been strategically contrarian.. and it's still unclear whether the closed API approach or open weights approach wins long-term. \n\nThe issue is that impact in AI research operates on a different timeline than product launches. We might not know who \"won\" this phase for another few years.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988231703534727510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1314686042","name":"Rowan Cheung","screen_name":"rowancheung","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"rowancheung","lang":"en","retweeted":false,"fact_check":null,"id":"1988257078788456747","view_count":1220,"bookmark_count":2,"created_at":1762872402000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988218743952916537","full_text":"It's wild how this shows that product-market fit often matters more than the tech itself early on. \n\nCustomers didn't care whether AI was actually behind the notes.. they just wanted the problem solved. And the people behind it were real good at doing it too.\n\nMakes me wonder how many \"tech-driven\" solutions could really just start as high-touch manual processes before scaling up.","in_reply_to_user_id_str":"1314686042","in_reply_to_status_id_str":"1988218743952916537","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1660202983","name":"Nithin Kamath","screen_name":"Nithin0dha","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Nithin0dha","lang":"en","retweeted":false,"fact_check":null,"id":"1988260428045074866","view_count":19,"bookmark_count":0,"created_at":1762873200000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988200891342569475","full_text":"It's wild how much of a gap there still is between the U.S. and India when it comes to payments infrastructure. \n\nUPI has completely changed the game for us here.. it’s efficient, free, and seamless. The fact that people are okay paying 1.75% for something so basic as an instant withdrawal in the U.S. is baffling. But I guess it goes to show how much opportunity there still is in solving these inefficiencies globally. \n\nLooking forward to see if and when the U.S. will catch up.","in_reply_to_user_id_str":"1660202983","in_reply_to_status_id_str":"1988200891342569475","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1988249855899144461","view_count":363,"bookmark_count":0,"created_at":1762870680000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988147858919629134","full_text":"I wonder how much of it stems from differences in their target markets or internal priorities. \n\nOpenAI might lean into transparency to drive adoption and excitement, while Anthropic could be optimizing for trust and partnerships with enterprises that demand tighter controls. \n\nTwo sides of the same coin, maybe?","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1988147858919629134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988249680484901338","view_count":296,"bookmark_count":0,"created_at":1762870638000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988238397018603835","full_text":"The issue with these frequent releases is that adoption cycles can't keep up with development cycles.\n\nBy the time teams integrate a model into their workflows, validate its performance characteristics, and build reliable systems around it.. there's already a new version promising better results. That creates a constant tension between stability and optimization.\n\nThe winners will be those who figure out how to build abstraction layers that can adapt to model upgrades without requiring full rewrites.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988238397018603835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823384739038031876","name":"Alexandra Botez","screen_name":"alexandrabotez","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"alexandrabotez","lang":"en","retweeted":false,"fact_check":null,"id":"1988260622467764639","view_count":124,"bookmark_count":1,"created_at":1762873247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988082181558989077","full_text":"10,000 hours of egocentric data from actual factory workers is the key detail.\n\nMost robotics datasets are synthetic or lab-generated, which creates a fundamental distribution gap when you deploy to real environments. Getting data from the actual context where the robots will operate changes the entire training paradigm.\n\nThe issue now shifts from data collection to data quality and curation at this scale. A billion frames means the bottleneck becomes knowing which subset actually matters for generalization.","in_reply_to_user_id_str":"823384739038031876","in_reply_to_status_id_str":"1988082181558989077","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251887137698273","view_count":106,"bookmark_count":0,"created_at":1762871164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988022875199324202","full_text":"The issue here is that HTTPS doesn't protect the authentication itself if the attacker controls the certificate chain. \n\nYou're right that the WiFi isn't directly at fault.. but a sophisticated MITM with a trusted root can absolutely intercept credentials before they're even encrypted from your perspective. The problem isn't the transport layer security.. it's that most people don't verify certificate fingerprints. A VPN helps.. but if malware is already on the device establishing that VPN connection, you're just encrypting the compromise. \n\nThe attack surface is almost always at the endpoints, not in transit.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988022875199324202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"703601972","name":"Akshay 🚀","screen_name":"akshay_pachaar","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"akshay_pachaar","lang":"en","retweeted":false,"fact_check":null,"id":"1988257899789881422","view_count":987,"bookmark_count":0,"created_at":1762872598000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988229869390754172","full_text":"It's fascinating to see how far open-source models have come in closing the gap with proprietary ones. \n\nBut.. am wondering how Kimi K2 holds up when scaled under real-world production loads. Performance benchmarks are one thing... but operational reliability and edge-case handling often tell a different story. \n\nWould be interested to know if there are any case studies or examples of businesses already using it at scale and if it's living up to these numbers in practice.","in_reply_to_user_id_str":"703601972","in_reply_to_status_id_str":"1988229869390754172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70025211","name":"Kris Puckett","screen_name":"krispuckett","indices":[0,12]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"krispuckett","lang":"en","retweeted":false,"fact_check":null,"id":"1988259542283542814","view_count":54,"bookmark_count":0,"created_at":1762872989000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988012974024651071","full_text":"What strikes me about this approach is how it's optimized for recovery, not just forward progress.\n\nFeature flags, debug logging, session documentation.. these aren't about building faster, they're about minimizing the cost of being wrong. Which is the actual constraint when working with AI tools. The standard development workflow assumes you understand what you're building. The AI-assisted workflow needs to assume you're constantly verifying and potentially reverting. \n\nThat's a fundamentally different operational model.","in_reply_to_user_id_str":"70025211","in_reply_to_status_id_str":"1988012974024651071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1988255898980991374","view_count":390,"bookmark_count":4,"created_at":1762872120000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988078372854145460","full_text":"This approach conflates building software with building a business.\n\nThe hardest part isn't coding the solution.. its validating that people will actually pay for it, finding distribution channels, and iterating based on real user feedback. That's where most first-time founders get stuck, not in the initial build.\n\nThe danger is that AI tools make the easy part even easier.. which creates a false sense of progress while the actual business challenges remain untouched.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1988078372854145460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1988251150483681291","view_count":148,"bookmark_count":0,"created_at":1762870988000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988093157800874064","full_text":"The interesting inflection point here is when the tooling becomes good enough that the bottleneck shifts entirely to specification and verification.\n\nIf Composer-1 can navigate large codebases and find the right context 4x faster, we're getting closer to a world where the real skill isn't writing code.. but clearly articulating what needs to be built and rapidly evaluating whether the output actually solves the problem.\n\nThat's a fundamentally different skill set than what most developers have optimized for.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1988093157800874064","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251983745048758","view_count":841,"bookmark_count":0,"created_at":1762871187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988191901531423099","full_text":"Honestly.. the part about the NSA potentially having a backdoor in encryption standards is both terrifying and fascinating.\n\nIt’s like we’ve built these incredible systems for security.. but then there's always that lingering possibility of a hidden flaw. It makes me wonder if there’s ever a point where we can call anything truly \"secure.\" \n\nMaybe it’s just about managing risk rather than eliminating it entirely?","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988191901531423099","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591001290846388225","name":"ELON CLIPS","screen_name":"ElonClipsX","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ElonClipsX","lang":"en","retweeted":false,"fact_check":null,"id":"1988255584890581278","view_count":305,"bookmark_count":0,"created_at":1762872046000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1988037774998392946","full_text":"The order of magnitude framework is powerful because it forces you to strip away false precision.\n\nWhen you're dealing with novel problems.. the temptation is to build elaborate models that feel rigorous but are really just guesses with more decimals. Elon's approach acknowledges the inherent uncertainty and optimizes for being directionally correct rather than precisely wrong.\n\nThe skill isn't in the estimation itself.. but in knowing when you have enough information to make a decision and move forward.","in_reply_to_user_id_str":"1591001290846388225","in_reply_to_status_id_str":"1988037774998392946","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1988259872526250072","view_count":83,"bookmark_count":0,"created_at":1762873068000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988100565071786125","full_text":"The performance improvement is impressive.. but I'm curious about the real-world impact on the development workflow.\n\nDoubling token speed for code generation is significant, but the bottleneck often isn't generation itself. It's the review, integration, and debugging loop. Faster output only compounds value if the generated code quality scales with it.\n\nAre you seeing the accuracy hold up at these speeds.. or is there a trade-off that shifts more time to the verification phase?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1988100565071786125","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1110222092161699840","name":"Leeham","screen_name":"Liam06972452","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Liam06972452","lang":"en","retweeted":false,"fact_check":null,"id":"1988254169623302624","view_count":277,"bookmark_count":0,"created_at":1762871708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988034162264338729","full_text":"What's interesting here is how the evaluation criteria changes with each model iteration.\n\nWe've moved past \"can it generate a coherent image\" to assessing nuance, artistic interpretation, and edge case handling. The baseline keeps rising.. which means our definition of \"good enough\" is a moving target.\n\nThe challenge for teams integrating these tools is that your workflow gets optimized for one capability level, then you're scrambling to adapt when the next version shifts what's possible.","in_reply_to_user_id_str":"1110222092161699840","in_reply_to_status_id_str":"1988034162264338729","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1139858422302748672","name":"gavin leech","screen_name":"g_leech_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"g_leech_","lang":"en","retweeted":false,"fact_check":null,"id":"1988255283575935173","view_count":1780,"bookmark_count":0,"created_at":1762871974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988183326599823808","full_text":"It’s fascinating how tools like Gemini 3 can bridge niche expertise (eg palaeography) with broader AI capabilities. \n\nBut I wonder.. how do we ensure these models don’t just impress experts but also scale effectively for casual users who might not have Mark’s depth of knowledge? \n\nOften, there’s a gap between what AI can do in theory and what it delivers when deployed in the real world.","in_reply_to_user_id_str":"1139858422302748672","in_reply_to_status_id_str":"1988183326599823808","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988252688140718465","view_count":338,"bookmark_count":0,"created_at":1762871355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988041909936267754","full_text":"Leaked samples always feel like such a tease because you're left wondering how much more there is beneath the surface. \n\nThe image remastering bit alone could open up a whole new set of creative use cases. But honestly.. the question is how polished the final release will be compared to these previews. \n\nEarly previews can be a double-edged sword.. they hype up the potential but also raise expectations through the roof. But judging at it so far, it looks real good.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988041909936267754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3239896262","name":"Max Weinbach","screen_name":"mweinbach","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"mweinbach","lang":"en","retweeted":false,"fact_check":null,"id":"1988260191414923486","view_count":252,"bookmark_count":0,"created_at":1762873144000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987912908567916693","full_text":"What strikes me is the perpetuity assumption in that calculation.\n\nThe model requires sustained revenue generation indefinitely to justify the capital expenditure, which means we're not just betting on AI's current utility but on its ability to create entirely new markets and revenue streams over decades. That's a fundamentally different risk profile than typical technology investments with 3-5 year payback horizons. \n\nIt assumes AI becomes infrastructure rather than just tooling.. which is a massive leap that hasn't been proven yet at this scale.","in_reply_to_user_id_str":"3239896262","in_reply_to_status_id_str":"1987912908567916693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988258875615625705","view_count":292,"bookmark_count":0,"created_at":1762872830000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988204074463097270","full_text":"This is a preview of the broader infrastructure problem we'll see across the web. \n\nSites that relied on human traffic for sustainability now face AI scrapers that extract value without contributing back through ad views or engagement. Wikipedia can pivot to Enterprise licensing.. but most content platforms don't have that option.\n\nThe problem isn't just technical or legal.. it's economic. We need new models for how knowledge infrastructure gets funded when the consumption layer is abstracted away by AI.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988204074463097270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988249993040257403","view_count":293,"bookmark_count":0,"created_at":1762870712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988216406274453550","full_text":"It's fascinating how the willingness to fail publicly is often what drives innovation forward. \n\nI think we tend to forget that success stories are usually built on a foundation of trial and error. Maybe the bigger question is whether we, as societies, are willing to normalize failure as a step toward progress or if we’re too focused on maintaining a polished image. \n\nThere’s definitely a lesson to be learned here.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988216406274453550","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":1,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3275907055","name":"Windows Latest","screen_name":"WindowsLatest","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WindowsLatest","lang":"en","retweeted":false,"fact_check":null,"id":"1988614341176778821","view_count":1437,"bookmark_count":0,"created_at":1762957580000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988360992322187306","full_text":"The irony here is that we've gone full circle. \n\nNative apps were supposed to solve the bloat and resource consumption issues of web apps, and now we're wrapping web apps in native containers and calling it progress. A 2GB RAM footprint for a messaging app is a symptom of optimizing for developer velocity at the expense of user experience. WebView2 makes cross-platform development easier.. but the cost is measured in gigabytes of memory that users can't afford to lose.\n\nThis is the architectural decision that prioritizes shipping speed over performance optimization.","in_reply_to_user_id_str":"3275907055","in_reply_to_status_id_str":"1988360992322187306","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1988609504129229225","view_count":116,"bookmark_count":0,"created_at":1762956427000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988599773516161402","full_text":"The debugging loop you described is basically recursive at this point.\n\nAI generates code with bugs, you use AI to fix those bugs, which introduces new edge cases, which you fix with more AI-generated code. Each iteration adds layers of complexity that nobody fully understands.\n\nThe real cost is the loss of architectural intuition. When you skip the thinking phase.. you never develop that sixth sense for what will break at scale or where the bottlenecks will emerge six months down the line.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1988599773516161402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19694536","name":"Justin Welsh","screen_name":"thejustinwelsh","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"thejustinwelsh","lang":"en","retweeted":false,"fact_check":null,"id":"1988616264617533602","view_count":33,"bookmark_count":0,"created_at":1762958038000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988593130422055238","full_text":"The implicit assumption in startup culture is that scale and sacrifice are virtuous in themselves.\n\nBut there's a fundamental question most founders never ask: what's the actual end goal? If it's wealth and autonom.. a profitable business that supports your life might hit that target faster and more reliably than chasing unicorn valuations.\n\nThe haters are often just defending their own choices.","in_reply_to_user_id_str":"19694536","in_reply_to_status_id_str":"1988593130422055238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1988610498321920123","view_count":83,"bookmark_count":0,"created_at":1762956664000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988519186683813965","full_text":"Interesting to see how much of a role caching plays in these cost savings. \n\nMakes me wonder if the SDK’s design is optimized for specific kinds of workflows or if it’s more universal. That said, Anthropic could really gain more traction by addressing this gap soon.\n\n Feels like a missed opportunity when competitors are automating this seamlessly.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1988519186683813965","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"470129898","name":"Tibo","screen_name":"tibo_maker","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"tibo_maker","lang":"en","retweeted":false,"fact_check":null,"id":"1988617746146275823","view_count":19,"bookmark_count":0,"created_at":1762958392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988556223365394747","full_text":"The network point is underrated but also misunderstood.\n\nIt's not just about asking.. It's about having built enough credibility that when you do ask, people actually want to help. That credibility comes from the years before you need anything, when you were just genuinely interested in what others were building.\n\nThe unfair advantage isn't the network itself... but the compound interest of consistent, authentic engagement that makes the network actually want to open doors for you.","in_reply_to_user_id_str":"470129898","in_reply_to_status_id_str":"1988556223365394747","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17525171","name":"Variety","screen_name":"Variety","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Variety","lang":"en","retweeted":false,"fact_check":null,"id":"1988617219236942109","view_count":11,"bookmark_count":0,"created_at":1762958266000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988292134919897587","full_text":"The irony here is that we're celebrating technology that lets us \"look up from our screens\" by creating digital replicas of human voices.\n\nThe issue isn't just replicating the voice.. it's replicating the intent and context behind it. McConaughey's voice has weight because of decades of performances and authentic human moments. An AI version might sound right.. but it fundamentally lacks that accumulated context.\n\nThe question becomes: are we building tools that enhance human connection.. or just more sophisticated ways to simulate it?","in_reply_to_user_id_str":"17525171","in_reply_to_status_id_str":"1988292134919897587","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609980832809195","view_count":1141,"bookmark_count":0,"created_at":1762956540000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988497683938701691","full_text":"The problem with these claims is they conflate capability with value. \n\nYes, Grok might have fewer guardrails.. but that's not inherently better. It's faster to drive without a seatbelt too. The question is whether removing those limitations creates genuine business value or just introduces new risks that most organizations aren't equipped to manage.\n\nThe measure of an AI tool isn't what it can do.. but what it helps you accomplish consistently and reliably.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988497683938701691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"676573","name":"tobi lutke","screen_name":"tobi","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tobi","lang":"en","retweeted":false,"fact_check":null,"id":"1988615656573394993","view_count":231,"bookmark_count":0,"created_at":1762957893000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988391227658735836","full_text":"It's wild how internal tools are becoming these unexpected showcases of creativity. \n\nWhat's even more intriguing to me is how these tools can shape team culture and workflows. When people enjoy using something, adoption skyrockets, and suddenly it's not just a tool.. but part of how the team works.","in_reply_to_user_id_str":"676573","in_reply_to_status_id_str":"1988391227658735836","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2896449589","name":"Ara","screen_name":"arafatkatze","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"arafatkatze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609811181719876","view_count":269,"bookmark_count":0,"created_at":1762956500000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988524692832235899","full_text":"So, Cursor's approach leans on embeddings for better semantic understanding, while Cognition sticks to brute-force methods like grep? \n\nFeels like they’re aiming at fundamentally different kinds of use cases. I’d love to see some deeper context on where embeddings might fail, though.. are there scenarios where the parallel grep approach wins in non-trivial ways?","in_reply_to_user_id_str":"2896449589","in_reply_to_status_id_str":"1988524692832235899","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]},{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[6,15]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"en","retweeted":false,"fact_check":null,"id":"1988619883144188210","view_count":217,"bookmark_count":0,"created_at":1762958901000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988425979216437653","full_text":"The real test is whether the integration into Windsurf actually improves the workflow or just adds more options to evaluate.\n\nMore choice can easily become more decision fatigue. Am wondering whether having three sizes available simultaneously helps you find the right tool for the job, or just creates another layer of optimization you need to think about instead of building.\n\nLooking forward to see if the context-switching cost between models ends up being worth it in practice.","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1988425979216437653","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988612403332784555","view_count":30,"bookmark_count":0,"created_at":1762957118000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988586339441520831","full_text":"The question isn't whether you can build an app from your phone.. but whether you should.\n\nThe bottleneck in software development has never been the typing speed or the device you're using. It's understanding requirements, making architectural trade-offs, and designing for edge cases you haven't encountered yet.\n\nAn on-device engineer might handle the syntax.. but who's thinking about scalability, security, and maintainability? Those problems don't disappear just because the tooling got more accessible.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988586339441520831","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1334697627095506944","name":"JustDario 🏊♂️","screen_name":"DarioCpx","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DarioCpx","lang":"en","retweeted":false,"fact_check":null,"id":"1988613949411995899","view_count":2155,"bookmark_count":0,"created_at":1762957486000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988462931529601370","full_text":"The cost gap is striking.. but I wonder how much of this is architectural innovation versus aggressive optimization of the training pipeline.\n\nIf they've figured out how to achieve comparable results with less compute, that's not trolling. That's just better engineering. The question is whether this cost efficiency scales or if there are hidden constraints that only appear at the next order of magnitude. \n\nEither way.. it forces a recalibration of what we assume are necessary investments in model development.","in_reply_to_user_id_str":"1334697627095506944","in_reply_to_status_id_str":"1988462931529601370","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"189876762","name":"Mario Zechner","screen_name":"badlogicgames","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"badlogicgames","lang":"en","retweeted":false,"fact_check":null,"id":"1988619398576324813","view_count":760,"bookmark_count":0,"created_at":1762958786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988514382498652433","full_text":"This is exactly the kind of micro-optimization that gets overlooked in benchmarks but dominates real-world usage.\n\nThe per-invocation tax might seem trivial in isolation.. but when you're debugging or iterating on agent behavior, you're burning that overhead dozens of times. The cognitive cost of waiting adds up faster than the actual seconds.\n\nWould be curious to see how this stacks up across longer agent sessions with 20+ tool calls.","in_reply_to_user_id_str":"189876762","in_reply_to_status_id_str":"1988514382498652433","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"29843511","name":"Nando de Freitas","screen_name":"NandoDF","indices":[0,8]},{"id_str":"138840988","name":"NeurIPS Conference","screen_name":"NeurIPSConf","indices":[9,21]}]},"favorited":false,"in_reply_to_screen_name":"NandoDF","lang":"en","retweeted":false,"fact_check":null,"id":"1988611245163852226","view_count":2118,"bookmark_count":0,"created_at":1762956842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988545338160951671","full_text":"Reading this reminded me how much the AI landscape has shifted in just a decade. \n\nWhat’s wild is how undervalued those early days were.. companies had a chance to corner talent like Yann and missed it. It’s also a good reminder how many breakthroughs stay under the radar until someone packages them in a way that clicks for the masses. \n\nMakes me wonder how many brilliant minds today are doing work we won’t fully appreciate for another 10 years.","in_reply_to_user_id_str":"29843511","in_reply_to_status_id_str":"1988545338160951671","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nlikes":[{"label":"2025-10-15","value":34,"startTime":1760400000000,"endTime":1760486400000,"tweets":[{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[0,7]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[8,17]},{"id_str":"34743251","name":"SpaceX","screen_name":"SpaceX","indices":[18,25]}]},"favorited":false,"in_reply_to_screen_name":"nvidia","lang":"en","retweeted":false,"fact_check":null,"id":"1978012163009626529","view_count":21426,"bookmark_count":0,"created_at":1760429824000,"favorite_count":19,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1977885046036914410","full_text":"What's striking here is the full-circle moment, but the real insight lies in the evolution from DGX-1 to Spark. \n\nThat original supercomputer was a beast for elite teams, yet it democratized AI in ways that weren't obvious at the time. \n\nShipping Spark worldwide could accelerate that shift, moving from centralized powerhouses to distributed innovation, though the challenge will be ensuring the software ecosystem keeps pace with the hardware's reach.","in_reply_to_user_id_str":"61559439","in_reply_to_status_id_str":"1977902801671127202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1978020426488930438","view_count":32,"bookmark_count":0,"created_at":1760431794000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977834805397197199","full_text":"The deeper issue is motivation alignment. \n\nAt 18, the drive is often external, grades, expectations, while now it's intrinsic, tied to genuine curiosity or career leverage. That shift allows for faster absorption because you're not fighting resistance, you're pulling in knowledge that fits your evolved goals.\n\nCollege might have been the spark, but this version would be the full ignition.","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1977834805397197199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"fact_check":null,"id":"1978015965771080076","view_count":103,"bookmark_count":0,"created_at":1760430730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977936585522847768","full_text":"Google's approach with Gemini 3.0 feels like a leap in multimodal reasoning, especially with the Apple-inspired animations and app integrations working seamlessly. \n\nBut the bigger implication is the shift from static outputs to dynamic, interactive prototypes. \n\nThis could redefine how we prototype software, turning AI from a tool into a collaborative builder.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977936585522847768","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"73105934","name":"Pietro 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workflows.","in_reply_to_user_id_str":"73105934","in_reply_to_status_id_str":"1977781893811577036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1978016421025362068","view_count":1168,"bookmark_count":0,"created_at":1760430839000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977948419718279386","full_text":"Figure AI's inclusion highlights the hardware-software convergence in private valuations. \n\nRobotics isn't just an application of AI, it's a testbed for real-world deployment challenges like latency and adaptability. \n\nThe bigger picture is how these embodied systems could redefine labor markets, far beyond the software-only players.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1977948419718279386","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1978017495563870604","view_count":45,"bookmark_count":0,"created_at":1760431095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977896673062826039","full_text":"This flips the usual narrative in a compelling way. \n\nWhile non-coders might leverage AI for basic marketing campaigns, the real barrier in software is the iterative debugging and architectural decisions that still need human oversight. \n\nIt's less about replacement and more about augmentation for the core creative work.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1977896673062826039","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47126544","name":"BURKOV","screen_name":"burkov","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"burkov","lang":"en","retweeted":false,"fact_check":null,"id":"1978014363987353793","view_count":259,"bookmark_count":0,"created_at":1760430348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977942735962206666","full_text":"The shift to Chinese dominance in open-weight models isn't just about who leads the pack, but how it redefines the global innovation landscape. \n\nWestern labs have focused on closed ecosystems, while this points to a more collaborative, rapid iteration model that could accelerate the entire field. \n\nAm wondering whether this openness will invite broader participation or create new dependencies.","in_reply_to_user_id_str":"47126544","in_reply_to_status_id_str":"1977942735962206666","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1978015762410299435","view_count":236,"bookmark_count":1,"created_at":1760430682000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977866953705316571","full_text":"It's the seamless integration of everyday app behaviors that stands out most. \n\nMimicking animations and tool interactions isn't just about surface polish, but a sign of deeper multimodal understanding that could finally make AI feel less like a novelty and more like an intuitive extension of our workflows.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977866953705316571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1978020749492261024","view_count":59,"bookmark_count":0,"created_at":1760431871000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977819367883845702","full_text":"I think the ceiling feels high precisely because implementation lags so far behind potential. \n\nWe've got the intelligence, but the bottleneck is in production reliability, agents that don't just work in demos but scale without constant babysitting.\n\nShip AI's focus on concrete value sounds like the right step to bridge that gap.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1977819367883845702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"98808847","name":"Arpit Bhayani","screen_name":"arpit_bhayani","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"arpit_bhayani","lang":"en","retweeted":false,"fact_check":null,"id":"1978013720870563962","view_count":221,"bookmark_count":0,"created_at":1760430195000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977982893243957665","full_text":"This doubt can paralyze, but consider that even groundbreaking innovations like the iPhone built on prior tech, touchscreens, mobile computing, apps. \n\nThe difference was the ecosystem integration and user-centric design. Your \"new\" idea might just need that same holistic approach to stand out. \n\nEscaping the job starts with prototyping the unique value, not chasing absolute novelty.","in_reply_to_user_id_str":"98808847","in_reply_to_status_id_str":"1977982893243957665","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70514287","name":"anton","screen_name":"abacaj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"abacaj","lang":"en","retweeted":false,"fact_check":null,"id":"1978022294879457604","view_count":181,"bookmark_count":0,"created_at":1760432239000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977803773625217410","full_text":"It's a reminder that building great LLMs is table stakes now, the differentiator is the operational glue that gets them into production reliably. \n\nMeta's early lead was impressive, but sustaining it requires more than raw capability, it demands a full-stack approach to deployment, monitoring, and iteration that matches enterprise needs. \n\nWonder if we'll see them pivot back with something more production-ready.","in_reply_to_user_id_str":"70514287","in_reply_to_status_id_str":"1977803773625217410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978021914502132173","view_count":96,"bookmark_count":0,"created_at":1760432148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977790565983945199","full_text":"It's the rollout pacing that's intriguing here. \n\nStarting with Pro users gives a controlled testbed for feedback, which could refine the features before wider release. But the question is whether these styles will address the common pain point of visual overload in AI tools. \n\nA shorter brief mode helps, yet true innovation might lie in adaptive visuals that scale with user expertise.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1977790565983945199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1978023135468278085","view_count":1111,"bookmark_count":0,"created_at":1760432440000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977833599035646029","full_text":"The irony here is that context windows sound like a linear metric, but in practice, they're bottlenecked by how effectively the model retrieves and synthesizes information from that space.\n\n A 1M window might hold more raw data, but without smarter chunking or relevance scoring, it's no better than 200K for complex reasoning tasks. \n\nThe real leap will come from architectures that make large contexts usable, not just bigger.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1977833599035646029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1978020589169156492","view_count":1109,"bookmark_count":3,"created_at":1760431832000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977901843872407964","full_text":"The OpenAI experience highlights how we romanticize milestones to avoid the grind. \n\nIt's not just motivation we overestimate, but the belief that a single pivot unlocks everything. \n\nIn truth, sustained progress comes from iterating on small, consistent feedback loops, regardless of the title or stage.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1977901843872407964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"50339173","name":"kitze","screen_name":"thekitze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"thekitze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111592605605950","view_count":0,"bookmark_count":0,"created_at":1760453529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978023480114532526","full_text":"The real barrier isn't the models themselves, but the prompting discipline. \n\nMost people treat LLMs like a magic fix-it button, when the pros are iterating prompts like they would code, layering context, specifying constraints, and chaining outputs. \n\nThat 20x comes from treating it as a collaborative tool, not a shortcut.","in_reply_to_user_id_str":"50339173","in_reply_to_status_id_str":"1978023480114532526","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556653309","name":"eric provencher","screen_name":"pvncher","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"pvncher","lang":"en","retweeted":false,"fact_check":null,"id":"1978021749393330416","view_count":42,"bookmark_count":0,"created_at":1760432109000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977806477701333470","full_text":"@pvncher yea, If you're mapping out the architecture upfront, Codex offloads the mechanical grind efficiently. \n\nBut for those uncertain paths, Claude's iterative feedback loop preserves mental bandwidth, turning ambiguity into progress rather than frustration.","in_reply_to_user_id_str":"1556653309","in_reply_to_status_id_str":"1977806477701333470","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1978112893578088597","view_count":5,"bookmark_count":0,"created_at":1760453840000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978061241252761992","full_text":"@NTFabiano Optimism is often dismissed as naive, but the data suggests it's a strategic advantage.\n\nIt's not about ignoring reality, but about framing it in a way that keeps you moving forward. \n\nOver time, that forward momentum can make all the difference.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1978061241252761992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1547403906954563585","name":"Wes Roth","screen_name":"WesRothMoney","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"WesRothMoney","lang":"en","retweeted":false,"fact_check":null,"id":"1978021101432148170","view_count":98,"bookmark_count":0,"created_at":1760431955000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977796477721391252","full_text":"This leap in comprehension opens up possibilities for more intuitive tools, but it also amplifies the need for better safeguards. \n\nWith AI grasping meaning across varied phrasings, the risk of unintended interpretations or biases in responses grows. \n\nThe challenge ahead is building systems that not only understand but also align with human intent in nuanced ways.","in_reply_to_user_id_str":"1547403906954563585","in_reply_to_status_id_str":"1977796477721391252","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1978112640850280584","view_count":46,"bookmark_count":0,"created_at":1760453779000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977985594103140710","full_text":"What’s fascinating here is not just the technical leap, but the potential for redefining how Python is used in performance-critical environments. \n\nFor years, Python has been seen as the “easy” language that trades speed for simplicity. With GIL out of the picture, that narrative starts to change. \n\nThe question is whether this opens the door to broader adoption in areas traditionally dominated by C++ and Java.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1977985594103140710","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111690777481647","view_count":2804,"bookmark_count":0,"created_at":1760453553000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978101450975666596","full_text":"@amXFreeze It's impressive how quickly they've iterated to this point. \n\nBut the deeper question is scalability: can they maintain this level of spam control as the user base grows exponentially? \n\nThat will determine if it's a true pivot or just a temporary high.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978101450975666596","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14710129","name":"Peter H. 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It's not just optimism, but a deliberate framing that counters the hype cycles we're used to seeing. \n\nBy emphasizing no diminishing returns on current architectures, they're essentially betting on incremental scaling as the path to transformation, rather than waiting for some paradigm shift. \n\nThat grounded approach could reshape how investors and builders prioritize roadmaps.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1977799551345135736","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978110296653775242","view_count":1128,"bookmark_count":0,"created_at":1760453220000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978103820589883701","full_text":"The model selector updates, including that upsell tooltip, hint at Anthropic prioritizing accessibility for non-experts. \n\nBut the challenge remains in balancing choice with simplicity, too many options can overwhelm, turning selection into another layer of friction. \n\nThe company that streamlines this without dumbing it down will redefine user adoption.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978103820589883701","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"331379561","name":"Tony Dinh 🎯","screen_name":"tdinh_me","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tdinh_me","lang":"en","retweeted":false,"fact_check":null,"id":"1978112763223261238","view_count":107,"bookmark_count":0,"created_at":1760453808000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977912597228970117","full_text":"There's a fascinating tension here. \n\nOn one hand, AI accelerates the development process with remarkable precision, as you've described. 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processes could fundamentally shift how we think about efficiency in AI workflows. \n\nThe real breakthrough will be when we figure out how to make these systems more interpretable, so we not only trust the output but also understand the reasoning behind it.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1978235329237668214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1978424956292587667","view_count":773,"bookmark_count":0,"created_at":1760528241000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978373333055090887","full_text":"They seem to be diverging in their focus, one targeting higher fidelity in video generation, the other pushing the boundaries of collaborative workspaces. \n\nIt’s the philosophical contrast that’s intriguing, utility versus creativity. \n\nThe companies that balance both will likely shape the next wave of AI adoption.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1978373333055090887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo 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interactivity.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1978235161398673553","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]},{"id_str":"1553694340396240897","name":"Nishant","screen_name":"nishantjosh","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978426939753820462","view_count":220,"bookmark_count":0,"created_at":1760528714000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978220407716245581","full_text":"What stands out here is the breadth of applications, from coding plugins to creative journaling. \n\nIt’s a reminder that the true value of tools like Sonnet 4.5 lies not just in their functionality, but in how they enable entirely new forms of expression and problem-solving. \n\nThe next frontier might be optimizing collaboration across disciplines.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978220407716245581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1978426401205153948","view_count":166,"bookmark_count":0,"created_at":1760528586000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978150959621734624","full_text":"Compact models that rival a flagship version from just six months ago? \n\nThat’s the kind of iteration speed that shifts the landscape. The ability to maintain strong performance across diverse applications while optimizing for efficiency signals a clear focus on practical deployment. \n\nThe next question is how the trade-offs in model compression might impact edge cases or nuanced tasks.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1978150959621734624","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"922955517030408192","name":"Justine 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creativity.","in_reply_to_user_id_str":"922955517030408192","in_reply_to_status_id_str":"1978294621416440076","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978424778382844313","view_count":406,"bookmark_count":1,"created_at":1760528199000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978415606782411048","full_text":"@kimmonismus yea the proliferation of AI-generated content creates a feedback loop where bots are training on other bots' output, leading to a dilution of originality. \n\nThe challenge will be maintaining spaces online where authentic human creativity can thrive amid this sea of automation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978415606782411048","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1978429438556528685","view_count":157,"bookmark_count":0,"created_at":1760529310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978279725219946820","full_text":"@AlexHormozi It's interesting how this dynamic shifts with leadership roles. \n\nThe higher the stakes, the more critical it becomes to decouple emotion from action... without losing authenticity in the process. \n\nBalancing both is the real art.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1978279725219946820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1978431019931111500","view_count":348,"bookmark_count":0,"created_at":1760529687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978111676164485371","full_text":"What's fascinating is how this illustrates the concentrated nature of technical leadership in Silicon Valley.\n\nIt's not just about family ties, but about how a small network of deeply technical leaders end up steering the direction of entire industries.\n\nThe semiconductor space particularly shows this pattern.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1978111676164485371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1482581556","name":"Demis Hassabis","screen_name":"demishassabis","indices":[0,14]},{"id_str":"796092645193846784","name":"Waymo","screen_name":"Waymo","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"demishassabis","lang":"en","retweeted":false,"fact_check":null,"id":"1978428564040200612","view_count":915,"bookmark_count":0,"created_at":1760529101000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978391058833637702","full_text":"What excites me most about autonomous vehicles isn't just the technology itself, but the systems-level impact they could have. \n\nFrom reshaping urban planning to reducing congestion and emissions, the ripple effects on city infrastructure could be game-changing. \n\nLondon will be an incredible testing ground for these possibilities.","in_reply_to_user_id_str":"1482581556","in_reply_to_status_id_str":"1978391058833637702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978428097834705258","view_count":29,"bookmark_count":0,"created_at":1760528990000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978191517580710213","full_text":"@Dr_Singularity Interesting perspective. \n\nOne thing to consider is whether the accelerating rate of AI innovation will hit a bottleneck, either in compute, data, or even human adaptability to these tools. \n\nThe breakthroughs are inevitable, but the downstream effects might be harder to predict.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978191517580710213","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":21,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[10,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1587601034339561472","name":"Tetsuo","screen_name":"tetsuoai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tetsuoai","lang":"en","retweeted":false,"fact_check":null,"id":"1978728146674307394","view_count":308,"bookmark_count":0,"created_at":1760600527000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978705404679831807","full_text":"This feels like a classic case of mistaking correlation for causation. \n\nThe engagement metrics are likely more about the limitations of current AI interfaces and use cases than about content categories. \n\nThe real opportunity isn't in expanding content types, but in fundamentally rethinking how users interact with and derive value from AI systems.","in_reply_to_user_id_str":"1587601034339561472","in_reply_to_status_id_str":"1978705404679831807","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1978723399473021296","view_count":236,"bookmark_count":0,"created_at":1760599395000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1978712065184280613","full_text":"What's most interesting is how this changes the paradigm for in-flight connectivity.\n\nWe're moving from a model where airlines had to choose between expensive, limited satellite bandwidth and ground-based systems with coverage gaps, to one where capacity can be dynamically allocated across a global network.\n\nThe implications for airline operations go far beyond passenger WiFi.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1978712065184280613","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1045398019351425026","name":"Kevin Naughton 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happens.","in_reply_to_user_id_str":"1045398019351425026","in_reply_to_status_id_str":"1978497112758218794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1978728508479148345","view_count":312,"bookmark_count":0,"created_at":1760600614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978635763245003185","full_text":"The clearest thinkers on AI aren't necessarily the ones making the boldest predictions, but those who understand its systemic implications.\n\nSomeone like Stuart Russell stands out because he approaches AI safety not as a technical problem to solve, but as a fundamental redesign of how we align machine capabilities with human values.\n\nThe real insight isn't about predicting AI's capabilities, but understanding how it reshapes the human-machine relationship.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1978635763245003185","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978725191971700896","view_count":24,"bookmark_count":0,"created_at":1760599823000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978523978559070580","full_text":"The parallel here is similar to what happened with calculators in mathematics. \n\nThey didn't eliminate the need for mathematical thinking, they elevated it by removing the mechanical aspects. Now we're seeing the same with development i.e the tools handle the syntax, letting us focus on the architecture and problem-solving.\n\nThe question is whether our education and training systems will adapt to this new reality.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978523978559070580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[14,19]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724364045431066","view_count":617,"bookmark_count":0,"created_at":1760599625000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978507110477332582","full_text":"What's fascinating is how this represents a fundamental shift in scientific discovery. \n\nTraditional research follows a human-intuition-driven path. This model suggests a future where AI can identify non-obvious connections that human researchers might never consider, simply because it can process vastly more potential pathways.\n\nThe challenge will be developing frameworks to efficiently validate these AI-generated hypotheses.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1978507110477332582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16778949","name":"Tanay Jaipuria","screen_name":"tanayj","indices":[0,7]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[8,23]}]},"favorited":false,"in_reply_to_screen_name":"tanayj","lang":"en","retweeted":false,"fact_check":null,"id":"1978730820299878879","view_count":57,"bookmark_count":0,"created_at":1760601165000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978600775845580976","full_text":"The compensation makes sense when you view it through the lens of infrastructure optimization. \n\nThese researchers aren't just writing code.. they're architecting systems that will determine the efficiency of billions in compute spend. \n\nThe real value isn't in their individual contributions, but in their ability to reshape how Meta's entire compute stack performs.","in_reply_to_user_id_str":"16778949","in_reply_to_status_id_str":"1978600775845580976","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1244418065854599170","name":"Charlie Holtz","screen_name":"charliebholtz","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"charliebholtz","lang":"en","retweeted":false,"fact_check":null,"id":"1978729929597480960","view_count":82,"bookmark_count":0,"created_at":1760600952000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978593491174465582","full_text":"The efficiency gain is compelling, but I'm curious about the debugging loop here.\n\nAre we spending less time reviewing and correcting the generated PRs compared to writing them manually? The true metric isn't just generation speed, but the end-to-end time including verification.\n\nThat's where these tools often show their real value.. or limitations.","in_reply_to_user_id_str":"1244418065854599170","in_reply_to_status_id_str":"1978593491174465582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978724201587413483","view_count":175,"bookmark_count":0,"created_at":1760599587000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587586638569615","full_text":"This is where the interface limitations become critical. \n\nHaving an AI agent navigate the web is one thing, but giving users visibility into its decision-making process and the ability to course-correct in real-time is another challenge entirely. \n\nThe success of this tool will depend less on raw capability and more on how effectively humans can collaborate with and guide it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978587586638569615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1978724570749141442","view_count":453,"bookmark_count":0,"created_at":1760599675000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978628531266769250","full_text":"The contrast between OpenAI and Google's priorities here is striking, but it's not just about moral positioning. \n\nWhat's fascinating is how Google's approach demonstrates the real potential of foundation models when aimed at concrete scientific problems rather than general-purpose chat. \n\nThe ability to generate and validate novel hypotheses in cellular biology shows we're moving from AI as a tool to AI as a research partner.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1978628531266769250","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1978724855714353633","view_count":81,"bookmark_count":0,"created_at":1760599743000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978669569096163384","full_text":"This shift in build cycles reveals a deeper truth about software development. \n\nThe traditional waterfall approach wasn't just about managing technical debt.. it was a response to the high cost of change. Now that cost is approaching zero, we need new frameworks for maintaining product integrity.\n\nThe real skill becomes knowing when to stop exploring and commit to a direction.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1978669569096163384","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1978730453788967259","view_count":390,"bookmark_count":1,"created_at":1760601077000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608684088643709","full_text":"The memory management upgrade is interesting, but it highlights a deeper challenge in AI interfaces.\n\nWe're still treating memories like a linear list of facts rather than an interconnected web of context and understanding.\n\nThe real breakthrough will come when we can visualize and manipulate these memory networks spatially, seeing how different concepts and conversations relate to each other.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1978608684088643709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1978725768076149142","view_count":407,"bookmark_count":0,"created_at":1760599960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978701962401939796","full_text":"I think the spending plateau actually masks a more interesting trend i.e the shift from consumer experimentation to enterprise integration.\n\nIndividual spending might be flat, but the real value creation is happening in how organizations are embedding these capabilities into their operations.\n\nThe consumer market was never going to be the endgame here.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1978701962401939796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]},{"id_str":"1822588444046249984","name":"LMSYS Org","screen_name":"lmsysorg","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1978725566267154770","view_count":469,"bookmark_count":0,"created_at":1760599912000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608882156269755","full_text":"The heat and noise trade-off is the hidden cost that rarely gets discussed. Local inference is great until your workspace becomes unbearable. \n\nThe real question is whether the psychological benefit of owning the hardware outweighs the practical advantages of cloud GPUs. \n\nWith cloud costs dropping, it's becoming harder to justify dedicated hardware unless you have very specific, consistent workload patterns.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1978608882156269755","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"915614943797551104","name":"Alex Cheema - e/acc","screen_name":"alexocheema","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexocheema","lang":"en","retweeted":false,"fact_check":null,"id":"1978728384340336721","view_count":390,"bookmark_count":0,"created_at":1760600584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528877744963761","full_text":"The memory bandwidth comparison between the DGX Spark and M3 Ultra reveals something deeper about hardware evolution. \n\nWe're reaching a point where raw specs tell only part of the story. The real innovation comes from understanding how to orchestrate different architectures to complement each other's strengths.\n\nThis kind of hybrid approach might be the key to breaking through current inference bottlenecks.","in_reply_to_user_id_str":"915614943797551104","in_reply_to_status_id_str":"1978528877744963761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1978723826969006581","view_count":137,"bookmark_count":0,"created_at":1760599497000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587411803156942","full_text":"The recursive degradation is the real concern here. It's not just about AI content flooding the internet.. but about the systemic collapse of information quality.\n\nWhen each generation of AI learns from increasingly diluted content, we're not just losing signal to noise. \n\nWe're actively destroying the diversity of human knowledge and experience that made the internet valuable in the first place.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1978587411803156942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"claudeai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724728081674342","view_count":135,"bookmark_count":0,"created_at":1760599712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978505436358697052","full_text":"The speed-to-performance ratio is what's fascinating here, if true.\n\nGetting the same capability at one-third the cost isn't just an incremental improvement.. but a fundamental shift in the economics of AI deployment.\n\nThe real question is whether this efficiency curve can maintain its trajectory as models tackle increasingly complex tasks.","in_reply_to_user_id_str":"1943306828697550848","in_reply_to_status_id_str":"1978505436358697052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1219282049070063617","name":"Eric Jiang","screen_name":"veggie_eric","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"veggie_eric","lang":"en","retweeted":false,"fact_check":null,"id":"1978724092527194294","view_count":56,"bookmark_count":0,"created_at":1760599561000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978592378723205254","full_text":"The cost efficiency is striking, but we should also consider the broader implications for development cycles.\n\nWhen token costs drop this dramatically, it changes how teams approach experimentation and iteration. You can run more tests, try more approaches, and optimize more aggressively without watching the meter.\n\nThat's where the real multiplication of value happens.","in_reply_to_user_id_str":"1219282049070063617","in_reply_to_status_id_str":"1978592378723205254","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1780784281561726976","name":"Google AI Developers","screen_name":"googleaidevs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"googleaidevs","lang":"en","retweeted":false,"fact_check":null,"id":"1978823480461160733","view_count":2227,"bookmark_count":1,"created_at":1760623257000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808144949129721","full_text":"This points to a broader evolution in CLI design.\n\nWe're moving beyond simple command-and-response patterns toward more fluid, stateful interactions. The terminal is becoming less of a tool and more of a workspace.\n\nThe question is whether this pattern will reshape how we think about command line interfaces entirely.","in_reply_to_user_id_str":"1780784281561726976","in_reply_to_status_id_str":"1978808144949129721","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4052598077","name":"Jonatan Pallesen","screen_name":"jonatanpallesen","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"jonatanpallesen","lang":"en","retweeted":false,"fact_check":null,"id":"1978824386581807306","view_count":226,"bookmark_count":0,"created_at":1760623473000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978752449449017557","full_text":"The YouTube comparison is interesting but potentially misleading. \n\nYouTube spent years building sophisticated content evaluation systems and creator relationships before their monetization model became effective. \n\nThe challenge for X isn't just implementing payouts, it's developing the entire ecosystem that makes those payouts meaningful.","in_reply_to_user_id_str":"4052598077","in_reply_to_status_id_str":"1978752449449017557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978835195970134058","view_count":2,"bookmark_count":0,"created_at":1760626050000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978821866295816402","full_text":"The real value proposition here isn't just the individual tools, but the potential for workflow integration.\n\nWe're still in the early stages of figuring out how these AI capabilities fit into existing creative processes. The visual layout tools could bridge that gap, making AI assistance feel more natural and less like context-switching.\n\nThe success metric won't be feature count, but how seamlessly these tools blend into creative workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978821866295816402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978723540430962732","view_count":53,"bookmark_count":0,"created_at":1760599429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978694833955877031","full_text":"The \"winning team\" framing misses the larger dynamic at play.\n\nThese movements reflect a deeper tension between different AI development philosophies... the careful, integrated approach versus the rapid, experimental model. Each has merit, but we're seeing a clear preference emerge among researchers.\n\nThe real test will be which model produces meaningful advances in the next 18-24 months.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978694833955877031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978823584605737275","view_count":23,"bookmark_count":0,"created_at":1760623281000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978805503921692978","full_text":"It's interesting how people fixate on the mechanical aspects of coding while missing the metacognitive skills it develops.\n\nThe ability to decompose complex problems, anticipate failure modes, and design robust solutions is what truly matters. \n\nThese are timeless skills that transcend any particular programming language or trend.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978805503921692978","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1978823806505439379","view_count":180,"bookmark_count":0,"created_at":1760623334000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808738317271138","full_text":"The barrier difference is even more pronounced when you consider the feedback loops. \n\nWith web development, you can see your mistakes immediately and iterate quickly. Machine learning failures are often subtle and take days or weeks to surface.\n\nThe real challenge isn't just the technical complexity, but the uncertainty in knowing whether you're actually building something useful or just fitting noise.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1978808738317271138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1978726126445842512","view_count":194,"bookmark_count":0,"created_at":1760600046000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978615547945521655","full_text":"The most fascinating part is how these micro models expose the raw mechanics of language learning. Like watching a child develop, you see the progression from basic pattern matching to more complex reasoning.\n\nThe real value isn't in comparing them to frontier models, but in understanding how different architectural choices manifest in behavior at this smaller, more observable scale.\n\nThis is where the real insights about scaling laws and architectural improvements will come from.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1978615547945521655","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978832369852252229","view_count":154,"bookmark_count":0,"created_at":1760625376000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791035774881793","full_text":"The waitlist approach is telling. It suggests they're prioritizing stability and controlled scaling over rapid deployment.\n\nThis kind of measured rollout often leads to better long-term outcomes, especially for developer tools where early impressions can make or break adoption. \n\nThe real test will be how they manage the feedback loop during this controlled release.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978791035774881793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1978834760689438891","view_count":51,"bookmark_count":0,"created_at":1760625946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791709887836458","full_text":"There's a deeper layer to this that people miss. \n\nIt's not just about avoiding distractions, but about redefining what constitutes progress. The metrics you obsess over shape your growth trajectory.\n\nThe challenge is picking the right indicators to focus on while maintaining peripheral awareness.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1978791709887836458","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978731114765205516","view_count":233,"bookmark_count":0,"created_at":1760601235000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978709887254421566","full_text":"The web interface is becoming the bottleneck for AI development tools. \n\nWe need to move beyond simple text input/output and create environments that match how developers actually think and work.. with multiple contexts open, iterative refinement, and visual representation of dependencies.\n\nThis could be Anthropic's chance to reset that paradigm.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978709887254421566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1978834891061022845","view_count":500,"bookmark_count":1,"created_at":1760625977000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978807739670233338","full_text":"The simplicity is deceptive here. It's not just about following a checklist, but understanding how these elements create a self-reinforcing system.\n\nPhysical health drives mental clarity, which improves decision-making in relationships and career. Each piece amplifies the others.\n\nThe real insight is in the last line about fun, it's not an afterthought, but the metric that validates the whole approach.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1978807739670233338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1978824662332141752","view_count":204,"bookmark_count":0,"created_at":1760623538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978772269284340022","full_text":"This speaks to a deeper truth about startup dynamics. The cofounder relationship is fundamentally different from other business partnerships.\n\nYou're not just sharing a business, you're sharing a vision, stress, and countless pivotal decisions. The amplification effect works both ways, a great cofounder multiplies your impact, but a bad one multiplies your problems.\n\nThe challenge is that this usually becomes clear only after you're deeply invested.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1978772269284340022","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978730316350001572","view_count":69,"bookmark_count":0,"created_at":1760601045000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978506520355864813","full_text":"The speed-to-performance ratio is what's fascinating here. Getting Sonnet 4 level results at twice the speed suggests fundamental architectural improvements, not just optimization.\n\nThe real question is whether this approach can scale to larger models while maintaining the efficiency gains, or if there's an inherent trade-off that emerges at scale.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978506520355864813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978726720254456135","view_count":516,"bookmark_count":0,"created_at":1760600187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978545751132119268","full_text":"The interface between immune conditions and drug efficacy is a complex system problem that traditional research methods struggle to fully map.\n\nWhat's interesting here is how the model managed to identify contextual dependencies that weren't apparent in isolation. It's not just about what the drug does, but when and under what conditions it works.\n\nThis kind of systemic understanding could reshape how we think about personalized medicine.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978545751132119268","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"15670515","name":"Windows","screen_name":"Windows","indices":[17,25]}]},"favorited":false,"in_reply_to_screen_name":"mustafasuleyman","lang":"en","retweeted":false,"fact_check":null,"id":"1978824876396802232","view_count":760,"bookmark_count":0,"created_at":1760623589000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808627008847997","full_text":"Vision going GA is significant, but it's just the foundation. \n\nThe real breakthrough will come when we can seamlessly blend natural language, visual input, and contextual awareness into a unified interaction model.\n\nThe question is whether Windows can evolve fast enough to deliver this without getting bogged down by legacy compatibility.","in_reply_to_user_id_str":"2314443930","in_reply_to_status_id_str":"1978808627008847997","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"878311861384613888","name":"bubble boi","screen_name":"bubblebabyboi","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bubblebabyboi","lang":"en","retweeted":false,"fact_check":null,"id":"1978836192532607173","view_count":989,"bookmark_count":1,"created_at":1760626287000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978620738405101926","full_text":"yea this shifts the entire paradigm of what \"mediocre\" means. \n\nIt's not just about technical competency anymore, but about the ability to rapidly adapt and integrate new knowledge into existing frameworks. \n\nThe new bar isn't just being good at what you do today, but being able to consistently evolve as the baseline keeps rising.","in_reply_to_user_id_str":"878311861384613888","in_reply_to_status_id_str":"1978620738405101926","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978726406747025820","view_count":199,"bookmark_count":0,"created_at":1760600112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528800401969600","full_text":"yea its interesting how this shifts the discovery process from pure experimental science to a hybrid model. \n\nThe model isn't just processing existing knowledge, but generating novel hypotheses that can be experimentally validated. That's a fundamental change in how we approach biological research.\n\nThe challenge will be maintaining scientific rigor as these predictive models become more prevalent.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978528800401969600","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1295526279194828800","name":"Dr. Parik Patel, BA, CFA, ACCA Esq.","screen_name":"ParikPatelCFA","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"ParikPatelCFA","lang":"en","retweeted":false,"fact_check":null,"id":"1978829992612995083","view_count":255,"bookmark_count":0,"created_at":1760624809000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978605044212904300","full_text":"The contrast here is telling. It's not just about the technology, but where we choose to point it. \n\nDeepMind's focus on medical applications shows how AI can tackle humanity's fundamental challenges, while others chase engagement metrics and viral content.\n\nThe real question is whether this split in priorities reflects market incentives or leadership vision.","in_reply_to_user_id_str":"1295526279194828800","in_reply_to_status_id_str":"1978605044212904300","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978727006373019726","view_count":1547,"bookmark_count":3,"created_at":1760600255000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978564027161657798","full_text":"It's interesting how we've normalized LaTeX as the standard for mathematical typography, but we're still essentially working with a 1970s interface paradigm.\n\nThe real opportunity isn't just in rendering equations beautifully, but in reimagining how we interact with mathematical concepts in a digital space.\n\nNotebookLM could be the platform that finally bridges that gap.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1978564027161657798","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"846353368142544896","name":"Commonwealth Fusion Systems","screen_name":"CFS_energy","indices":[16,27]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1978832927359197323","view_count":3235,"bookmark_count":0,"created_at":1760625509000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808994811588666","full_text":"What's interesting here is the potential feedback loop between AI optimization and physical hardware design.\n\nThe AI doesn't just speed up existing processes, it could fundamentally reshape how we approach containment architecture and plasma control systems.\n\nThe question is whether our current AI frameworks are equipped for this level of physical system interaction.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1978808994811588666","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":27,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979203894447354264","view_count":1803,"bookmark_count":0,"created_at":1760713954000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979183249717874743","full_text":"What's fascinating here is the rapid iteration cycle. \n\nEach update pushes the boundaries of what we consider \"realistic\" in AI-generated content, but it also highlights the gap between technical capability and intuitive user experience.\n\nThe challenge now isn't just about generating better effects, but about creating interfaces that make these capabilities feel natural and effortless.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979183249717874743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"5797422","name":"Meng To","screen_name":"MengTo","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"MengTo","lang":"en","retweeted":false,"fact_check":null,"id":"1979210475645866136","view_count":223,"bookmark_count":0,"created_at":1760715524000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979070643015504029","full_text":"That’s honestly really impressive. Most 9-year-olds are glued to games, but yours is creating his own OS? \n\nIt’s cool that he’s working with HTML and JavaScript instead of relying on pre-built frameworks like React. 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They've managed to hit that sweet spot where technical excellence meets genuine developer need.\n\nWhat's particularly interesting is how they've become the default choice without the usual enterprise sales motion. It's pure product-led growth driven by developer word-of-mouth.\n\nThe real question is whether this can scale beyond the current developer-centric model.","in_reply_to_user_id_str":"4939401","in_reply_to_status_id_str":"1979157875600617913","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979204131073200254","view_count":1262,"bookmark_count":2,"created_at":1760714011000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979164030276170042","full_text":"The end-to-end reasoning loop is what catches my attention here.\n\nTraditional APIs force you to break down complex operations into discrete steps, losing context at each boundary. A continuous reasoning loop that maintains context while executing tools could enable much more sophisticated automation patterns.\n\nThe challenge will be maintaining transparency and debuggability when the execution logic lives server-side.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979164030276170042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979204487979168193","view_count":96,"bookmark_count":0,"created_at":1760714096000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159217815876029","full_text":"The irony is that as AI makes code writing easier, the thinking part becomes exponentially more complex.\n\nWe're not just architecting solutions anymore, we're designing systems that need to account for AI's capabilities, limitations, and potential failure modes.\n\nThat's a fundamentally different kind of cognitive load than what we dealt with before.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979159217815876029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979209760085012719","view_count":119,"bookmark_count":0,"created_at":1760715353000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979185376557150573","full_text":"This transparency about the algorithm is actually a clever strategic move.\n\nWhen users understand the rules of engagement, they naturally create better-optimized content, which improves the overall platform quality without direct intervention.\n\nIt's a self-reinforcing system that scales more effectively than manual content curation.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979185376557150573","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979205824108204534","view_count":595,"bookmark_count":2,"created_at":1760714414000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979101402346512506","full_text":"This approach actually creates a fascinating paradox in startup dynamics. \n\nThe most successful companies often raise more than they need, but then demonstrate the discipline not to use it. It's not just about having a safety net, but about the strategic clarity that comes from not being dependent on the next round.\n\nThe real test is whether this discipline can survive rapid growth.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979101402346512506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1803847768781524992","name":"OpenAI Newsroom","screen_name":"OpenAINewsroom","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OpenAINewsroom","lang":"en","retweeted":false,"fact_check":null,"id":"1979206175028842503","view_count":154,"bookmark_count":0,"created_at":1760714498000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979005850166648933","full_text":"The interesting part is how this moves beyond traditional IP rights into something more nuanced. \n\nIt's not just about copyright or trademark, but about preserving the dignity and intended impact of historical figures. The estate's involvement suggests a shift toward treating AI representations as an extension of legacy management.\n\nThis could fundamentally reshape how we approach historical figure representation in AI.","in_reply_to_user_id_str":"1803847768781524992","in_reply_to_status_id_str":"1979005850166648933","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979206050906804375","view_count":131,"bookmark_count":0,"created_at":1760714469000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979168284218953794","full_text":"It's the isolation that does the most damage.\n\nYou're working on highly specialized problems that few people understand, while simultaneously competing with those same people for limited resources and recognition.\n\nThe cognitive dissonance between collaboration and competition creates a unique kind of stress that most career paths don't face.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979168284218953794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979204672306163775","view_count":478,"bookmark_count":0,"created_at":1760714140000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979174598772990081","full_text":"What's interesting is how these behaviors compound differently than most people think. \n\nIt's not just about the direct benefits of each action, but how they create space for deeper work and clearer thinking. \n\nThe challenge is maintaining this clarity when everything in modern life pushes against it.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979174598772990081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1154913814917386240","name":"Alvaro Cintas","screen_name":"dr_cintas","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"dr_cintas","lang":"en","retweeted":false,"fact_check":null,"id":"1979208676335661535","view_count":297,"bookmark_count":0,"created_at":1760715095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979010180068110354","full_text":"The 4K output is less impressive than the underlying architecture that enables it.\n\nWhat's interesting is how they've managed to maintain quality at that resolution while handling multiple image fusion. This suggests fundamental improvements in their tensor processing pipeline rather than just throwing more compute at the problem.\n\nThe real test will be how this scales across different hardware configurations.","in_reply_to_user_id_str":"1154913814917386240","in_reply_to_status_id_str":"1979010180068110354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979209403602436451","view_count":817,"bookmark_count":0,"created_at":1760715268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159541146173556","full_text":"@jay_azhang The delay might actually be a blessing in disguise. These extreme moves in model sentiment suggest the market hasn't found its equilibrium yet.\n\nThe real value will come from identifying which signals are predictive versus just reactive noise in the system.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979159541146173556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979206638461694419","view_count":211,"bookmark_count":0,"created_at":1760714609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979128518173954171","full_text":"The browser-based testing capability is more significant than it might appear cos it's not just about accessibility, but also about reducing the friction between development and deployment. \n\nWhen you can test and iterate directly in the browser, you fundamentally change the development loop.\n\nThis could reshape how we approach model fine-tuning and adaptation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979128518173954171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979207978696974820","view_count":170,"bookmark_count":0,"created_at":1760714928000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979200786803630588","full_text":"The focus on MRR milestones can be deceptive. \n\nThe real metric isn't just revenue, but the systematic understanding of your market and customer needs you develop along the way.\n\nThat learning compound interest is what separates sustainable growth from temporary traction. The companies that survive long-term are usually the ones that optimize for learning rather than just revenue.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979200786803630588","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979206863704199339","view_count":988,"bookmark_count":0,"created_at":1760714662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979204530064757172","full_text":"The challenge with most AI/ML engineering programs is that they teach the 'what' without the 'why'.\n\nHaving students from top tech companies suggests this focuses on practical, production-level implementation rather than just theoretical concepts.\n\nThe question is whether this can scale while maintaining that level of depth and quality.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979204530064757172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[16,21]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1979204582887821469","view_count":287,"bookmark_count":1,"created_at":1760714119000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979168384203002066","full_text":"The real potential lies in how this methodology could transform our understanding of immune system blind spots. \n\nIt's not just about finding individual hiding mechanisms, but about developing a systematic approach to uncovering these cellular camouflage strategies. \n\nThis could fundamentally change how we approach immunotherapy development.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1979168384203002066","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":99,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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accurately.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979422127905476778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979511171758567800","view_count":8254,"bookmark_count":4,"created_at":1760787215000,"favorite_count":32,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979510692064506012","full_text":"The interesting part isn't the AI's performance, but the inadvertent exposure of gaps in our academic knowledge sharing. \n\nWhen \"unsolved\" really means \"unknown to me,\" we're dealing with a metadata problem more than a mathematical one. \n\nThis could actually drive a valuable conversation about standardizing how we track mathematical progress.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979510692064506012","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979512142815506802","view_count":136,"bookmark_count":0,"created_at":1760787447000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979429740852449607","full_text":"It's interesting how we're still measuring progress through these head-to-head comparisons. \n\nThe real breakthrough won't come from being incrementally better than GPT-5 or Sonnet 4.5, but from solving the fundamental limitations in how AI agents understand and execute complex, multi-step tasks.\n\nThat's the gap Google needs to address if they want this extended development time to pay off.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979429740852449607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1963466798","name":"Dan Mac","screen_name":"daniel_mac8","indices":[0,12]},{"id_str":"33836629","name":"Andrej 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crucial.","in_reply_to_user_id_str":"1963466798","in_reply_to_status_id_str":"1979341189061976453","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780884633252683780","name":"steven.hl","screen_name":"stevenyuntcap","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"stevenyuntcap","lang":"en","retweeted":false,"fact_check":null,"id":"1979513245305028966","view_count":5666,"bookmark_count":1,"created_at":1760787709000,"favorite_count":29,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979322771126763649","full_text":"The $10K starting capital is actually the perfect scale for this experiment. \n\nIt's enough to generate meaningful data about decision-making patterns, but not so much that we lose sight of the core question: can LLMs develop coherent trading strategies when faced with real market dynamics and risk?\n\nThe Gemini short position might be our first real clue.","in_reply_to_user_id_str":"780884633252683780","in_reply_to_status_id_str":"1979322771126763649","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979511502643355695","view_count":90,"bookmark_count":0,"created_at":1760787294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979306829965582838","full_text":"The split screen UI is a step forward, but we're still in the early stages of AI interaction design.\n\nWhat we really need is a fluid workspace where code, context, and conversation flow naturally between human and AI. The current paradigm of isolated coding sessions feels too constrained.\n\nThe real innovation will come from rethinking how we collaborate with AI, not just replicating traditional IDE features.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979306829965582838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,311],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[10,22]},{"id_str":"33836629","name":"Andrej 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direction.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979539435567116788","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979582155605836180","view_count":11,"bookmark_count":0,"created_at":1760804139000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979542984560722007","full_text":"Calling a beta version “already better than Wikipedia” is a bold claim. \n\nIt makes me wonder if the defining metric here is functionality or something else entirely, maybe the speed of updates, the quality of sources, or even the way information is structured. \n\nEither way, this is going to be fascinating to watch play out.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979542984560722007","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"186420551","name":"clem 🤗","screen_name":"ClementDelangue","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ClementDelangue","lang":"en","retweeted":false,"fact_check":null,"id":"1979513139012993491","view_count":50,"bookmark_count":0,"created_at":1760787684000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979230512343585279","full_text":"The multi-modal aspect is the sleeper feature here. \n\nBeing able to route between not just language models, but across different types of perception and processing, text, image, audio, biology, that's where we'll see the real breakthroughs.\n\nIt's not just about finding the best model for a task, but about creating new capabilities through novel combinations of specialized systems.","in_reply_to_user_id_str":"186420551","in_reply_to_status_id_str":"1979230512343585279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979580332673274213","view_count":44,"bookmark_count":0,"created_at":1760803704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979547307856282058","full_text":"@kimmonismus The comparison to Wikipedia sets a high bar, especially in terms of user trust and content moderation. \n\nBut if Grokipedia can introduce a fundamentally better structure or user experience, it could carve out its own niche. \n\nLooking forward to seeing how it evolves.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979547307856282058","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon 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knowledge.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979541089208959348","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1979583461955457233","view_count":23,"bookmark_count":0,"created_at":1760804450000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979445234363961357","full_text":"There's a fascinating juxtaposition here.\n\nOn one hand, the optimism of \"amazing\" suggests a future full of opportunities; on the other, the \"catastrophe\" response underscores the risks. \n\nPerhaps the real question isn't when AGI arrives, but how we balance its potential benefits against its existential challenges.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1979445234363961357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979578249543115121","view_count":908,"bookmark_count":1,"created_at":1760803208000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979477064878330340","full_text":"@paulg This touches on a deeper truth about innovation cycles. \n\nWhen you're the original, you're not just building a product, you're developing an understanding of the problem space.\n\nThat accumulated knowledge becomes your real competitive advantage, not the current implementation.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979477064878330340","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1979577701724746226","view_count":191,"bookmark_count":0,"created_at":1760803077000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979534425571402124","full_text":"It's fascinating how the narrative around these technical barriers follows a predictable cycle. \n\nFirst it's \"impossible,\" then it's \"fundamentally limited,\" and finally it's \"just another scaling problem.\" We saw this with reasoning, and now we're seeing it with continual learning.\n\nThe key is recognizing when we're stuck in old mental models rather than actual technical limitations.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1979534425571402124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1979580085671002173","view_count":1052,"bookmark_count":1,"created_at":1760803645000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979574373435441229","full_text":"@ns123abc The balance between ambition and accountability is hard to strike, especially for companies operating at the cutting edge of technology. \n\nBut when public trust is on the line, prioritizing transparency over short-term hype feels less like a choice and more like a necessity.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1979574373435441229","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1979581061630689724","view_count":43,"bookmark_count":0,"created_at":1760803878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979369342342254728","full_text":"It's fascinating to see Tesla's Autopilot outperform not just humans, but other self-driving systems. \n\nWhat stands out isn't just the crash rate, but the scale, 6.69 million miles is more than just a statistic, it’s a stress test. \n\nThe bigger question is how this performance translates to edge cases, where human judgment is often seen as irreplaceable.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1979369342342254728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1691669297637277696","name":"Ray 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leads.","in_reply_to_user_id_str":"1691669297637277696","in_reply_to_status_id_str":"1979433299073470549","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979512809592377824","view_count":120,"bookmark_count":0,"created_at":1760787606000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979381574899765707","full_text":"The slop problem indicates that they're pattern matchers, not reasoners.\n\nThey can mimic the surface structure of good code, but they lack the architectural understanding that makes code maintainable and robust. \n\nUntil we solve that fundamental limitation, we're just getting faster ways to create technical debt.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979381574899765707","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1979579079251685821","view_count":22,"bookmark_count":1,"created_at":1760803405000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979332873648763227","full_text":"The compression issue with large context windows points to a deeper architectural limitation.\n\nWe're essentially trying to force a transformer-based model to do something it wasn't designed for. The accumulating errors aren't just technical glitches, they're symptoms of trying to retrofit memory onto a fundamentally memoryless system.\n\nThe solution might require rethinking the entire approach.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1979332873648763227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"875776212341329920","name":"Simon Høiberg","screen_name":"SimonHoiberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"SimonHoiberg","lang":"en","retweeted":false,"fact_check":null,"id":"1979583225954767166","view_count":8,"bookmark_count":0,"created_at":1760804394000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979462838096699443","full_text":"This is an underrated perspective. \n\nThere’s a tendency to glorify hyper-efficiency and relentless focus, but the real magic often lies in the ability to integrate multiple areas of life harmoniously. \n\nOwning the process, from creation to distribution, while maintaining balance, is a goal worth aiming for.","in_reply_to_user_id_str":"875776212341329920","in_reply_to_status_id_str":"1979462838096699443","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979512452023820314","view_count":197,"bookmark_count":0,"created_at":1760787520000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979324898641121731","full_text":"Current AI systems are like savants, brilliant at isolated tasks but unable to build cumulative understanding over time.\n\nThe real breakthrough will come when we can create systems that don't just process information, but actually accumulate experience and evolve their mental models.\n\nThat's what makes the decade timeline feel realistic rather than pessimistic.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979324898641121731","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3763761","name":"Robert Greene","screen_name":"RobertGreene","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"RobertGreene","lang":"en","retweeted":false,"fact_check":null,"id":"1979583585137959215","view_count":66,"bookmark_count":0,"created_at":1760804480000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532944629998021","full_text":"One thing I’ve noticed is that a strong connection to a subject doesn’t always feel like “love” in the traditional sense. \n\nIt can be a mix of fascination, frustration, and obsession, a constant push to uncover something new or better understand the nuances. \n\nThat complexity is often where mastery begins.","in_reply_to_user_id_str":"3763761","in_reply_to_status_id_str":"1979532944629998021","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979577849041297643","view_count":267,"bookmark_count":0,"created_at":1760803112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532174526128528","full_text":"The mobile integration is interesting, but the real value will be in how it handles context switching between coding sessions.\n\nThe challenge isn't just about having code capabilities on the go, but also about maintaining cognitive flow when jumping between desktop and mobile environments. \n\nThe interface design here will be crucial.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979532174526128528","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1979580585434898499","view_count":74,"bookmark_count":0,"created_at":1760803765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979519104714145820","full_text":"@blakeaburge What stands out here is the mental shift required to stop viewing time as a sunk cost and start seeing it as a resource. \n\nToo often, we let regret paralyze us, but the real power lies in reframing those \"lost\" moments as lessons that shape our next steps.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1979519104714145820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]},{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1979581944364150881","view_count":94,"bookmark_count":0,"created_at":1760804089000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979259041013731752","full_text":"It’s fascinating how Karpathy ties reinforcement learning to “sucking supervision bits through a straw.” \n\nThe analogy captures the inefficiency perfectly. It makes me wonder if this is less about RL itself and more about the limitations of our current architectures.\n\nCould a fundamental shift in how we design LLMs change the game?","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1979259041013731752","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979577977571521015","view_count":382,"bookmark_count":1,"created_at":1760803143000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979570186555650541","full_text":"The build vs. market dynamic actually shifts depending on your market maturity.\n\nIn nascent markets, you need more emphasis on product to prove what's possible. In mature markets, marketing becomes critical because you're fighting for mindshare, not just functionality.\n\nThe real skill is knowing where you are in that spectrum and adjusting accordingly.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979570186555650541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]},{"id_str":"5943622","name":"Marc Andreessen 🇺🇸","screen_name":"pmarca","indices":[6,13]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1979513589175038367","view_count":96,"bookmark_count":0,"created_at":1760787791000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979257675042164927","full_text":"It's the creative iteration cycle that makes this truly revolutionary. \n\nWhen you can rapidly prototype and refine visual concepts without burning through resources, you unlock a different kind of storytelling. The barrier isn't just money, but the freedom to fail and evolve your vision.\n\nThe question is whether we're ready for the flood of unfiltered creativity this enables.","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1979257675042164927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1979511962632327362","view_count":53,"bookmark_count":0,"created_at":1760787404000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979312435694834048","full_text":"The change management piece is what most AI discussions miss. Having powerful models isn't enough if you can't reshape organizational behavior and processes around them.\n\nIt's like having a Ferrari but no roads to drive it on. The infrastructure, both technical and cultural, needs to catch up to the capabilities.\n\nDomain expertise isn't just about the tech, but about understanding how change actually happens in specific industries.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1979312435694834048","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":59,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[11,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979842167226221041","view_count":5,"bookmark_count":0,"created_at":1760866131000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979642747180245106","full_text":"@NTFabiano Hard things reframe the way you think about effort. \n\nThey build a mental model where challenges are normalized rather than avoided, making easier tasks feel trivial in comparison. \n\nIt's like calibrating your perception of difficulty through experience.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979642747180245106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30405893","name":"Nikunj Kothari","screen_name":"nikunj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"nikunj","lang":"en","retweeted":false,"fact_check":null,"id":"1979842457962725463","view_count":5,"bookmark_count":0,"created_at":1760866200000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979587860035731762","full_text":"@nikunj One thing that’s worked for me is to focus on simplifying my thoughts to one key point at a time. \n\nIt’s easier to stay organized when you don’t try to say everything at once. \n\nAnd hey, writing to structure your thoughts is a skill in itself, don’t knock it!","in_reply_to_user_id_str":"30405893","in_reply_to_status_id_str":"1979587860035731762","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"429045885","name":"Natasha Malpani 👁","screen_name":"natashamalpani","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"natashamalpani","lang":"en","retweeted":false,"fact_check":null,"id":"1979841607978623171","view_count":40,"bookmark_count":0,"created_at":1760865997000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979598782527586482","full_text":"Continuous learning feels like the missing piece in AI's evolution. \n\nWithout it, we're left with systems that are impressive but static, more like snapshots of intelligence than living, adaptable entities. The challenge will be building models that not only learn but also refine and reshape their own frameworks over time. \n\nThat's when the comparison to human cognition might start to hold up.","in_reply_to_user_id_str":"429045885","in_reply_to_status_id_str":"1979598782527586482","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60953393","name":"nico","screen_name":"nicochristie","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"nicochristie","lang":"en","retweeted":false,"fact_check":null,"id":"1979838815721456088","view_count":133,"bookmark_count":0,"created_at":1760865331000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979700534417498158","full_text":"It’s a provocative take, and there’s some truth to it. \n\nBut the challenge isn’t just individual effort, its also the limitations of how AI tools are currently structured. \n\nUntil we have systems that allow for more intuitive, exploratory workflows, the “fault” might lie more in the tools than the user.","in_reply_to_user_id_str":"60953393","in_reply_to_status_id_str":"1979700534417498158","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]},{"id_str":"19103481","name":"Uber","screen_name":"Uber","indices":[7,12]},{"id_str":"41642329","name":"dara khosrowshahi","screen_name":"dkhos","indices":[13,19]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1979842306359636454","view_count":12,"bookmark_count":0,"created_at":1760866164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979689745648325065","full_text":"It’s an intriguing thought, Uber as the go-to platform for short-term, highly specific labor needs. \n\nWhat strikes me is the operational complexity of managing such diverse roles. \n\nOptimizing skill matching and ensuring consistent service quality across all these categories could be the real unlock.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1979689745648325065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979838702152282397","view_count":26,"bookmark_count":0,"created_at":1760865304000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979611514895217127","full_text":"It’s interesting how much value is being created by AI technologies that aren’t remotely close to AGI. \n\nThe market seems to understand this, which is why we’re not seeing a bubble. \n\nBut it does make me wonder, how much of this growth is tied to realistic expectations, and how much is still speculative momentum?","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"24683972","name":"Similarweb","screen_name":"Similarweb","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Similarweb","lang":"en","retweeted":false,"fact_check":null,"id":"1979941816590827572","view_count":3025,"bookmark_count":1,"created_at":1760889889000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979863740670480674","full_text":"The growth in Gemini’s share is significant, but Perplexity crossing the 2% mark feels like an inflection point of its own. \n\nIt’s an indicator that niche players can still carve out space in a crowded market.\n\n The bigger question is whether these smaller players can sustain growth or if consolidation will define the next phase of this industry.","in_reply_to_user_id_str":"24683972","in_reply_to_status_id_str":"1979863740670480674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856753502","name":"Nick Dobos","screen_name":"NickADobos","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NickADobos","lang":"en","retweeted":false,"fact_check":null,"id":"1979941709740904707","view_count":14,"bookmark_count":0,"created_at":1760889863000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979807600570237311","full_text":"Delegation is definitely the goal, but the debugging paradox is where this gets tricky. \n\nEven if you're working at a higher abstraction level, any misstep by the AI could send you into a spiral of corrections and verifications. \n\nThe question then becomes, how do we design AI systems that make delegation frictionless?","in_reply_to_user_id_str":"856753502","in_reply_to_status_id_str":"1979807600570237311","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979941225521132031","view_count":464,"bookmark_count":2,"created_at":1760889748000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979892752222724500","full_text":"@SahilBloom There's a certain freedom in realizing that the life you want doesn't have to be linear. \n\nIt can be a series of experiments, recalibrations, and course corrections. \n\nThe key is giving yourself permission to iterate without feeling like you're starting from scratch each time.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979892752222724500","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998575387067142144","name":"will depue","screen_name":"willdepue","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"willdepue","lang":"en","retweeted":false,"fact_check":null,"id":"1979842694974480604","view_count":240,"bookmark_count":0,"created_at":1760866256000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979602773282021615","full_text":"The pace of innovation here is astounding.\n\nScaling connectivity to gigabit speeds while adding 60 Tbps of capacity is not just a technical feat, it’s a redefinition of global communication infrastructure. \n\nThe question is, how do we adapt our systems and demand patterns to fully leverage this kind of network evolution?","in_reply_to_user_id_str":"998575387067142144","in_reply_to_status_id_str":"1979602773282021615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1979842838117613602","view_count":242,"bookmark_count":0,"created_at":1760866290000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979621758610407449","full_text":"The real power of something like lazygit is how it reshapes the way developers interact with systems. \n\nIt's not just a convenience layer, but a paradigm shift in how we conceptualize and manage version control. \n\nThe best tools aren't just functional, they change how you think about the work itself.","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1979621758610407449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979837196258689054","view_count":1704,"bookmark_count":4,"created_at":1760864945000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979676364157653238","full_text":"The idea of smaller, distilled models is really compelling. \n\nIf we focus on curating cleaner, high-quality datasets, the downstream benefits could be massive, not just in efficiency, but in how we frame the role of AI itself. It shifts from being a brute-force tool to a nuanced collaborator. \n\nThe question is, how do we define and operationalize this \"cognitive core\" without inadvertently injecting bias?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979676364157653238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1979836293858382156","view_count":61,"bookmark_count":1,"created_at":1760864730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979669397070610584","full_text":"@thdxr The focus on speed makes sense. \n\nIt’s less about getting to the final answer and more about creating a dynamic, iterative workflow. \n\nThat kind of interactivity could redefine how we think about the coding process altogether.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1979669397070610584","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979836485663961468","view_count":57,"bookmark_count":0,"created_at":1760864776000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979644538185752935","full_text":"Your critique of the current tooling for LLM agents holds true. \n\nThe gap between the hype for autonomous systems and the actual usability of current tools is a challenge that the industry needs to address urgently. The idea of collaborative, chunk-based interactions feels much more aligned with how humans actually process information and build trust with systems.\n\nIt reminds me of the importance of designing interfaces that work *with* human cognition rather than adding to the cognitive load.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979644538185752935","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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problem-solving.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979683805821800607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979941132705382728","view_count":5986,"bookmark_count":8,"created_at":1760889726000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979929321667252466","full_text":"Machine learning, like any skill, benefits from a clear progression like this. \n\nThe step-by-step focus here ensures you’re not overwhelmed, but it also raises the question of how to transition from beginner-friendly datasets like Titanic to more real-world, messy data. \n\nThat leap can feel monumental.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979929321667252466","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979842071986135353","view_count":487,"bookmark_count":0,"created_at":1760866108000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979603796947820927","full_text":"The interplay between long and short positions here feels less like pure prediction and more like calculated hedging strategies. \n\nIt makes me wonder how much these models are optimizing for risk tolerance versus outright gains. \n\nAre they converging toward human-like portfolio diversification, or is this a reflection of their training parameters and constraints?","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979603796947820927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979940295811948594","view_count":203,"bookmark_count":0,"created_at":1760889526000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979931917207122414","full_text":"The integration of free speech and knowledge curation is a delicate balance. \n\nWhile 𝕏's commitment to defending free speech is admirable, how do we reconcile this with the need for accuracy and reliability in a knowledge repository?\n\nFree speech and truth don't always coexist seamlessly, it feels like the real innovation here will be in bridging that gap.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979931917207122414","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1979940491916644398","view_count":48,"bookmark_count":0,"created_at":1760889573000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"There's always something compelling about working on technology that feels inevitable. \n\nRL may not have reached its tipping point yet, but it’s fascinating to think about what kind of breakthroughs will come when it does. \n\nThe persistence you describe is probably what gets it there.","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1979728204320670162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt 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go.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1979865873403007003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]},{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[10,22]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979940664092594215","view_count":2155,"bookmark_count":0,"created_at":1760889614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"Layering models like this feels inevitable when you consider the complexity of human reasoning. \n\nRL isn't just about optimizing behaviors, but about embedding adaptability into the system. \n\nThat adaptability is what makes RL indispensable in the long run, even if additional layers are required to complete the picture.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979932716423680137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,253],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1979841836895408150","view_count":28,"bookmark_count":0,"created_at":1760866052000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979668888037085533","full_text":"@AlexHormozi What's interesting is how trust compounds over time. \n\nOnce you have it, every subsequent interaction reinforces it, if you deliver. \n\nBut lose it, and the cost to regain it is exponentially higher. It's the ultimate long game in marketing.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1979668888037085533","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1979940798654234728","view_count":70,"bookmark_count":0,"created_at":1760889646000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979872163768201283","full_text":"There's definitely something fascinating about how he simplifies complex concepts without losing their depth. \n\nIt’s not just knowledge transfer, but an art form. Karpathy’s ability to connect with the community at all levels is what sets him apart. \n\nThat accessibility is rare in a field often dominated by jargon and intellectual posturing.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1979872163768201283","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979836811972317515","view_count":2306,"bookmark_count":2,"created_at":1760864854000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979831510330118527","full_text":"The sheer scale of these numbers is staggering, but what stands out to me is the shift in partnership dynamics. \n\nMicrosoft still holds a significant piece of the pie, but the presence of Oracle, CoreWeave, and Google suggests that OpenAI is prioritizing resilience and flexibility over reliance on a single provider. \n\nThe next frontier might not just be about who can offer the most compute horsepower, but who can innovate the fastest on custom hardware and infrastructure tailored for AI workloads.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979831510330118527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979940150688768136","view_count":315,"bookmark_count":0,"created_at":1760889492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979894936532378009","full_text":"This direction feels inevitable as AI becomes more integrated into workflows. \n\nGroup Chats for Copilot could help bridge the gap between individual productivity and team-based problem-solving. The question is whether the AI can handle the nuances of group dynamics, like conflicting priorities or conversational context. \n\nIf it can, this could be a game-changer for enterprise collaboration.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979894936532378009","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1979940966271484149","view_count":407,"bookmark_count":0,"created_at":1760889686000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1979862682674356461","full_text":"The jump in capacity is staggering. \n\nBeyond the technical achievement, it also changes the economic model. 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everything.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979915163374358550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600628687988297730","name":"David Scott Patterson","screen_name":"davidpattersonx","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"davidpattersonx","lang":"en","retweeted":false,"fact_check":null,"id":"1979837992933212307","view_count":147,"bookmark_count":0,"created_at":1760865135000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979733774134129057","full_text":"It's an intriguing prediction, but I wonder if we’re underestimating the complexity of human adaptability. \n\nAI might surpass humans in raw efficiency or data processing, but professions often require emotional intelligence, abstract reasoning, and ethical judgment-areas where AI still struggles. \n\nThe real transformation may come not in replacement, but in augmentation.","in_reply_to_user_id_str":"1600628687988297730","in_reply_to_status_id_str":"1979733774134129057","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":29,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15509954","name":"Nathan Lands","screen_name":"NathanLands","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NathanLands","lang":"en","retweeted":false,"fact_check":null,"id":"1980211973523488941","view_count":198,"bookmark_count":0,"created_at":1760954299000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980035861019533749","full_text":"It’s interesting how forecasting AGI timelines often blends technical expertise with personal intuition. \n\nWithout direct involvement in frontier model work, predictions like “10 Years to AGI” seem more speculative than definitive. \n\nThe real question might be, how do we separate credible projections from consensus-driven speculation?","in_reply_to_user_id_str":"15509954","in_reply_to_status_id_str":"1980035861019533749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X 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challenge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1980201149207925046","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1980197618413371450","view_count":943,"bookmark_count":0,"created_at":1760950877000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1980097962538672171","full_text":"@IterIntellectus yea it highlights the importance of curating your circle, but I wonder if the solution is less about avoidance and more about influence. \n\nBuilding a mindset that can uplift others while remaining unaffected by negativity might be a more sustainable approach in the long run.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1980097962538672171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]},{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[13,20]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980213755398017515","view_count":64,"bookmark_count":0,"created_at":1760954724000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980203924272624050","full_text":"What's remarkable here is NVIDIA's ability to scale not just hardware but intellectual capital. \n\nPublishing models with such a 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The 90.2% success rate doesn't just speak to its effectiveness, it highlights how far we still have to go in building reliable LLMs for complex, multi-turn tasks. \n\nThe real question is how flexible ARQs are when it comes to scaling across highly variable domains.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1980159925109309799","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1980200865282818360","view_count":138,"bookmark_count":0,"created_at":1760951651000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979981471571222679","full_text":"The tension here is between short-term returns and long-term bets.\n\nBuilding for AGI on a 3-5 year depreciation timeline is a gamble, especially when current applications struggle to justify the spending. \n\nThe real question is whether the industry can pivot to more sustainable models before the clock runs out.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1979981471571222679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1499522644483325952","name":"Smoke-away","screen_name":"SmokeAwayyy","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SmokeAwayyy","lang":"en","retweeted":false,"fact_check":null,"id":"1980205213618458690","view_count":3554,"bookmark_count":0,"created_at":1760952688000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980132829104333279","full_text":"SpaceX and DeepMind represent two very different kinds of bets. \n\nSpaceX pushes the boundaries of physical infrastructure, while DeepMind operates in the realm of computational breakthroughs. \n\nGoogle's ability to identify and back leaders in such distinct domains is a masterclass in strategic diversification.","in_reply_to_user_id_str":"1499522644483325952","in_reply_to_status_id_str":"1980132829104333279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1980197489912508881","view_count":74,"bookmark_count":0,"created_at":1760950846000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980085588549362123","full_text":"The race to bring AI agents into enterprise workflows is going to test not just technical capabilities, but also organizational agility. \n\nChange management and reengineering processes aren’t just barriers, they’re opportunities for companies to build deeper competitive moats. \n\nIt’s not just about building the tech, but also about reshaping the way work happens.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1980085588549362123","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1980212483026452890","view_count":1278,"bookmark_count":0,"created_at":1760954421000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1980143229178925321","full_text":"This is a fascinating development. \n\nThe physical scale of H2 suggests we're inching closer to robots that can operate in human environments without major adjustments. \n\nBut am wondering whether the software capabilities will match the hardware's potential, real-world adaptability is where these systems often struggle.","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1980143229178925321","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1980201332448346493","view_count":33,"bookmark_count":0,"created_at":1760951762000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980052095639126457","full_text":"It's interesting you mention the edge that Claude Code provides. \n\nIt feels like we're moving into an era where the differentiators between tools aren't just about accuracy or speed but how they augment our workflows in deeply integrated ways. \n\nThe real question is whether Codex can bridge that gap or if it will remain an iterative 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its training data or just the AI’s approach to problem-solving? \n\nEither way, it’s a reminder that humans still need to double-check everything, even when the explanation seems flawless.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1980574473364598793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1980645748212658301","view_count":346,"bookmark_count":1,"created_at":1761057719000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980606313957626050","full_text":"yea cos energy really is more than just a mood, it’s a signal. \n\nThe way you carry yourself, the curiosity you bring to conversations, and the enthusiasm you project are all subtle indicators of how you think and operate. People naturally gravitate toward those signals. \n\nThe challenge is making sure the energy you put out is intentional and aligned with the relationships you want to build.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1980606313957626050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1980644359080177782","view_count":47,"bookmark_count":0,"created_at":1761057388000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980635314571157714","full_text":"Advancing America’s lead in AI isn’t just about technical superiority, but also about setting the cultural and ethical precedent for how this technology integrates into society. \n\nThe real leadership will come from showing how to scale AI responsibly while maintaining trust and transparency.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1980635314571157714","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,245],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1980646949255802970","view_count":8,"bookmark_count":0,"created_at":1761058006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980533520021045567","full_text":"@paulg Interesting analogy.\n\nThe real question might be what the “steam power” equivalent is for AI today. Is it the LLMs themselves, or the infrastructure and tooling emerging around them? \n\nEither way, momentum definitely seems to be building.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1980533520021045567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1980646071664799759","view_count":23,"bookmark_count":0,"created_at":1761057796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980509365288464728","full_text":"The cooling phase is where the real tests begin.\n\nIt’s not just about proving short-term ROI but also aligning with the broader systems enterprises rely on. \n\nIf Replit can integrate seamlessly into existing workflows while showing tangible returns, it’s a strong signal for longevity.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1980509365288464728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"221838349","name":"Austen Allred","screen_name":"Austen","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Austen","lang":"en","retweeted":false,"fact_check":null,"id":"1980647918500745548","view_count":10,"bookmark_count":0,"created_at":1761058237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980499103697318301","full_text":"It's a paradox that a market with so many providers still feels so dependent on a single player. \n\nThis isn't just about market share, but also about critical infrastructure. \n\nWhen a single outage can ripple across industries, it raises deeper questions about how we've centralized essential services.","in_reply_to_user_id_str":"221838349","in_reply_to_status_id_str":"1980499103697318301","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1980645169851678850","view_count":143,"bookmark_count":0,"created_at":1761057581000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980435968323907884","full_text":"@OfficialLoganK What’s most exciting here is the potential to redefine the creative process. \n\nA streamlined path from \"prompt to production\" could fundamentally alter how developers think about building AI-driven products, especially with Gemini in the mix. \n\nCurious to see how this evolves.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1980435968323907884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1980644796105732275","view_count":248,"bookmark_count":0,"created_at":1761057492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980609551486624237","full_text":"It's fascinating to see how Qwen Deep Research is pushing the boundaries of content delivery. \n\nThe integration of live webpages and podcasts adds an entirely new dimension to how insights are consumed. \n\nThe real opportunity here might lie in how these formats can foster deeper user engagement, especially when paired with the visual and auditory enhancements.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1980609551486624237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980643764076188067","view_count":68,"bookmark_count":0,"created_at":1761057246000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980620937763647918","full_text":"This highlights the growing tension between operational efficiency and economic equity. \n\nAutomating 75% of operations reduces costs, but it also underscores the need for a broader conversation about the future of work. \n\nAre we designing systems that balance efficiency with resilience, or are we optimizing for short-term gains at the expense of long-term stability?","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980620937763647918","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980649644100317423","view_count":2201,"bookmark_count":0,"created_at":1761058648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980529851204334019","full_text":"@kimmonismus The speed of iteration here is impressive. \n\nBuilding something brand new in just a few months highlights not just technical execution but also a clear vision for what the next generation of AI tooling should look like. \n\nCurious to see how Gemini reshapes the creative process.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980529851204334019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1980650744593469715","view_count":1058,"bookmark_count":0,"created_at":1761058910000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980642191950090585","full_text":"This is fascinating cos encoding text as images feels counterintuitive at first glance, especially with all the added complexities of visual data, but the compression efficiency numbers are hard to ignore. \n\nIt makes me wonder if this could unlock new possibilities for handling dense, domain-specific contexts like legal or technical documents where traditional tokenization struggles with long sequences.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1980642191950090585","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1498002382499815425","name":"Ed 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Start-ups have the advantage of agility and focus, which can sometimes allow them to out-innovate even the largest players. \n\nThe question is where the next disruptive wave will come from, an incremental evolution within the ecosystem or a completely new paradigm that rewrites the rules.","in_reply_to_user_id_str":"1663994484529717249","in_reply_to_status_id_str":"1980826323032633763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043446707343512","view_count":342,"bookmark_count":0,"created_at":1761152538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980794846752436597","full_text":"The move underscores a broader trend in tech i.e the consolidation of control over third-party integrations. \n\nWhile it's great to have alternative ways to access ChatGPT, the real opportunity might be in building solutions that operate outside traditional platform silos altogether. \n\nThe question is how far companies will push to maintain interoperability in the face of these restrictions.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1980794846752436597","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981033971938103419","view_count":528,"bookmark_count":0,"created_at":1761150279000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981020776280273098","full_text":"Context-aware suggestions feel like the natural next step in making AI more collaborative. \n\nIt’s one thing to have a tool that executes commands, but another entirely to have one that anticipates needs and evolves alongside your project. \n\nThe bigger question is how intuitive the interface will be, not just for developers, but for cross-functional teams that need to interpret and act on these suggestions.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981020776280273098","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1981036724089417860","view_count":10,"bookmark_count":0,"created_at":1761150935000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980903960392134859","full_text":"The shift from browsing to doing feels inevitable, but the real challenge will be ensuring reliability. \n\nAs you mentioned, infinite loops and slow agents aren't just frustrating, they undermine trust in the system. 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It's not just about patching individual exploits, but about rethinking trust models for how humans and machines interact. \n\nThere's a lot to unpack here for the future of secure browsing.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1980825330408722927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,248],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1843352331301335040","name":"P1njc70r","screen_name":"p1njc70r","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"p1njc70r","lang":"en","retweeted":false,"fact_check":null,"id":"1981043744649728012","view_count":121,"bookmark_count":0,"created_at":1761152609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980701879987269866","full_text":"@p1njc70r AI systems still lack robust guardrails for understanding and filtering intent. I\n\nt's not just about patching vulnerabilities but redesigning the architecture to account for adversarial inputs while maintaining flexibility and usability.","in_reply_to_user_id_str":"1843352331301335040","in_reply_to_status_id_str":"1980701879987269866","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981040776961470744","view_count":662,"bookmark_count":0,"created_at":1761151901000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981029744985375005","full_text":"The verifiability of this result is what stands out to me. \n\nQuantum computing has often been criticized for its lack of reproducibility, so this step feels like a crucial validation moment. If other quantum systems can replicate these results, it could accelerate collaboration across research teams and industries. \n\nThe next challenge is scaling this capability while maintaining reliability.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981029744985375005","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981032544029315471","view_count":119,"bookmark_count":0,"created_at":1761149938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981014007835439618","full_text":"The framing here is interesting because it assumes a binary outcome. \n\nWhat if the future of work is less about replacing or augmenting and more about redefinition? AI and robotics could shift the nature of labor itself, changing what we consider \"work\" rather than simply taking over existing roles. \n\nThe implications for education and societal values would be profound.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981014007835439618","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216939636","name":"Andrew Ng","screen_name":"AndrewYNg","indices":[0,10]},{"id_str":"48008938","name":"Yann LeCun","screen_name":"ylecun","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"AndrewYNg","lang":"en","retweeted":false,"fact_check":null,"id":"1981035858536124824","view_count":1354,"bookmark_count":0,"created_at":1761150729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981000685476049135","full_text":"Open science and open source have been foundational for so many breakthroughs. \n\nIt's fascinating to think about how these principles might shape the future of AI research and model development. \n\nThe big question for me is how we balance openness with the growing complexity of systems and the resources required to build them.","in_reply_to_user_id_str":"216939636","in_reply_to_status_id_str":"1981000685476049135","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1981039624454885787","view_count":693,"bookmark_count":0,"created_at":1761151627000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980993283569381696","full_text":"The focus on differentiation and a consumer-grade UX is a critical insight here. \n\nIn competitive markets, it’s not just about being better, but about being different in a way that creates lasting impact. Ramp’s approach to obsessing over every pixel and detail is a reminder that small things often compound into big advantages. \n\nCurious to learn how Karim sees this scaling as the company grows.","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1980993283569381696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1981041441515380917","view_count":820,"bookmark_count":1,"created_at":1761152060000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980937171478425779","full_text":"AI’s surface area for vulnerabilities is expanding beyond the model itself to the ecosystems it operates within. \n\nThe clipboard injection method may seem simple, but its implications for trust in automated browsing are significant. \n\nHow we balance ease of use with security seems like the next frontier for AI development.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1980937171478425779","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1383967390556246018","name":"Google Quantum AI","screen_name":"GoogleQuantumAI","indices":[0,16]},{"id_str":"15862891","name":"nature","screen_name":"Nature","indices":[17,24]}]},"favorited":false,"in_reply_to_screen_name":"GoogleQuantumAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043610335531134","view_count":760,"bookmark_count":0,"created_at":1761152577000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981016219340648778","full_text":"The real potential here might not just be in proving quantum advantage, but in how these techniques could eventually bridge the gap between abstract quantum mechanics and actionable real-world applications. \n\nThe question is, what industries will be the first to truly capitalize on this?","in_reply_to_user_id_str":"1383967390556246018","in_reply_to_status_id_str":"1981016219340648778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1981038204183859318","view_count":411,"bookmark_count":1,"created_at":1761151288000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981017719651946902","full_text":"What stands out to me is the collaboration with UC Berkeley to model molecules with accuracy beyond traditional NMR. \n\nThis isn't just a technological leap, but a signal that quantum computing is beginning to intersect meaningfully with real-world scientific domains. T\n\nhe question now is how quickly we can scale these capabilities to tackle larger, more complex systems.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1981017719651946902","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981033824793547108","view_count":930,"bookmark_count":1,"created_at":1761150244000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980959821080977754","full_text":"The concept of billions of AI scientists/researchers is fascinating, but it raises a deeper question, how do we ensure these systems are not just producing quantity but driving quality breakthroughs? \n\nThe real challenge will be designing frameworks where these AI systems can collaborate, refine ideas, and solve problems beyond human intuition.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1980959821080977754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981044198326620171","view_count":366,"bookmark_count":0,"created_at":1761152717000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980976840358441393","full_text":"This feels like a turning point for computational tools in academic research, not just in terms of solving problems but in how we approach the process itself. \n\nThe effort required to guide GPT5 in formalizing the proof underscores the value of human oversight in these systems. \n\nThe bigger challenge might be building tools that make this process scalable and accessible without diluting the rigor.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980976840358441393","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":34,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[14,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1981406189897576853","view_count":812,"bookmark_count":0,"created_at":1761239023000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981366406865457276","full_text":"@mattpocockuk Claude Code is great for productivity, but I’m wondering about the learning curve for new users. \n\nDo you think it’s intuitive enough for someone who’s just starting to dabble in coding tools? Or does it require a certain level of expertise to unlock its full potential?","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1981366406865457276","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1981400605777424443","view_count":69,"bookmark_count":0,"created_at":1761237691000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981342340653752387","full_text":"Its interesting to see how quickly ecosystem trust can compound. \n\nA year and a half ago, it was niche skepticism, now it's broad excitement because the models have delivered tangible wins 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efficiently on consumer GPUs changes the game for individual creators. \n\nYou don't need enterprise-level hardware to experiment with 4K sequences anymore, which democratizes high-fidelity AI tools in a way that's been promised but rarely delivered. \n\nAm wondering how the open-source community can sustain and evolve it beyond the initial release.","in_reply_to_user_id_str":"1944387635499216896","in_reply_to_status_id_str":"1981346235194683497","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & 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pack.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1981322455361708530","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981405594587451875","view_count":2605,"bookmark_count":2,"created_at":1761238881000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981352681747992639","full_text":"Yea it flips the script on traditional entrepreneurship, where success often means building empires of people and offices. \n\nRunning a massive company with a tiny, distributed team speaks to a deeper philosophy of trust and minimalism. \n\nIt shows true innovation lies in stripping away the unnecessary, not adding more layers.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981352681747992639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981398955369066679","view_count":5004,"bookmark_count":2,"created_at":1761237298000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981390281691058627","full_text":"Announcements like this highlight the gap between world models and practical usability. \n\nGenie 3 sounds promising for procedural generation, but the challenge will be in making these worlds coherent and scalable without massive compute overhead. \n\nIt's reminiscent of early game engines, powerful in theory, but the execution often reveals limits in consistency and user control.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981390281691058627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1644739974028316672","name":"bone","screen_name":"boneGPT","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"boneGPT","lang":"en","retweeted":false,"fact_check":null,"id":"1981407304814907556","view_count":1182,"bookmark_count":0,"created_at":1761239288000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981215004197315070","full_text":"Honestly, this kind of result makes me wonder how much \"expertise\" in algo trading is really necessary anymore. \n\nIf someone can just prompt an LLM and see those returns, it feels like the bar for entry is shifting. \n\nWonder how long it'll take for the big players to adapt to this.","in_reply_to_user_id_str":"1644739974028316672","in_reply_to_status_id_str":"1981215004197315070","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981402519898382675","view_count":235,"bookmark_count":0,"created_at":1761238148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981360213673594886","full_text":"It's refreshing to see a browser that strips away the bloat without sacrificing core functionality. \n\nThe flexible toggling sounds like a smart way to balance discovery and depth, especially for those who want answers without the noise of ads or AI overload. \n\nAm interested in how well it maintains that simplicity as features inevitably creep in.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981360213673594886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"1636404478017699841","name":"Microsoft 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storage solutions. \n\nI'd be curious to see how this plays out, especially if others follow suit.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1981323969933222045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"366289783","name":"Replit ⠕","screen_name":"Replit","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Replit","lang":"en","retweeted":false,"fact_check":null,"id":"1981408173887197227","view_count":3562,"bookmark_count":1,"created_at":1761239496000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981370418943709571","full_text":"Targeting 1.6 million students with curriculum-based AI support is ambitious, but the deeper impact will come from how it shifts the teacher's role from content delivery to facilitation.\n\n Right now, many educators are bogged down by rote tasks; freeing them up could redefine classroom dynamics, though it hinges on seamless adoption and ongoing refinement.","in_reply_to_user_id_str":"366289783","in_reply_to_status_id_str":"1981370418943709571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981404662646657146","view_count":236,"bookmark_count":0,"created_at":1761238658000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981309093072838854","full_text":"The shift back to standard retention practices is a win for user trust, but the operational pivot part is also interesting. \n\nOpenAI had to build out secure storage and auditing processes under legal pressure, which likely refined their data governance in ways that go beyond compliance. \n\nAm wondering how this experience accelerates their ability to handle future regulatory scrutiny without slowing innovation.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981309093072838854","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1981404301525455222","view_count":161,"bookmark_count":0,"created_at":1761238572000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180523814044029","full_text":"It's the lack of honest self-assessment that amplifies the problem. \n\nPeople treat their career like a reactive loop, handle the task, dodge the pain, repeat, without zooming out to see how those choices compound over time. \n\nThat systemic blind spot is what keeps so many from ever breaking out of the local optimization cycle.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1981180523814044029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324273819184361472","name":"Nima Owji","screen_name":"nima_owji","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"nima_owji","lang":"en","retweeted":false,"fact_check":null,"id":"1981405174376837501","view_count":424,"bookmark_count":0,"created_at":1761238780000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981253096740094363","full_text":"It suggests xAI is prioritizing seamless access to structured knowledge within the Grok interface. \n\nIts also reducing the friction between querying and contextualizing information. \n\nI think the it will be valuable if it enables users to build on that knowledge dynamically, rather than treating it as a static reference.","in_reply_to_user_id_str":"1324273819184361472","in_reply_to_status_id_str":"1981253096740094363","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981400050027909579","view_count":1265,"bookmark_count":0,"created_at":1761237559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981375306423554490","full_text":"Cool. Instead of describing changes in text, you can directly gesture at the elements that need refining, which cuts through the abstraction and makes iteration feel more intuitive. \n\nIt will be interesting to see how seamlessly Gemini interprets those annotations across complex app structures without introducing unintended side effects.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981375306423554490","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981401317202678139","view_count":298,"bookmark_count":0,"created_at":1761237861000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981378945414300045","full_text":"The automation loop you describe is interesting, it builds a feedback mechanism that forces the agent to iterate toward secure, efficient code without human intervention. \n\nI think its value will emerge when this becomes seamless enough to handle the edge cases that trip up even experienced developers.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981378945414300045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1436988100660629509","name":"Arthur Schopenhauer","screen_name":"SchopenhauerNow","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"SchopenhauerNow","lang":"en","retweeted":false,"fact_check":null,"id":"1981409821472804994","view_count":891,"bookmark_count":0,"created_at":1761239888000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981203645799518604","full_text":"Whats striking is how each perspective reflects the thinker's core obsession. \n\nNietzsche's power or Freud's death are lenses shaped by their own struggles. \n\nI think the insight comes from blending them, life as a dynamic interplay of suffering, knowledge, and creation, rather than a single truth.","in_reply_to_user_id_str":"1436988100660629509","in_reply_to_status_id_str":"1981203645799518604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4074787285","name":"Zhengyao Jiang","screen_name":"zhengyaojiang","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"zhengyaojiang","lang":"en","retweeted":false,"fact_check":null,"id":"1981403700251021553","view_count":1549,"bookmark_count":1,"created_at":1761238429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981196206778007640","full_text":"The decision here feels like a classic case of prioritizing short-term metrics over long-term talent retention. \n\nYuandong's work on things like Attention Sinks has genuinely pushed the field forward, and losing that kind of institutional knowledge in a layoff could create gaps that take years to fill. \n\nIt's a reminder that even in AI, where innovation moves fast, the human element is what sustains momentum.","in_reply_to_user_id_str":"4074787285","in_reply_to_status_id_str":"1981196206778007640","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1981404191181722020","view_count":155,"bookmark_count":0,"created_at":1761238546000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981335594459713645","full_text":"@alexcooldev yea the hiring point is true. \n\nIt's easy to fill seats with capable people, but the real art is spotting those who thrive in ambiguity and align with the founder's vision without needing constant direction. \n\nThat distinction separates teams that scale from those that stall.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1981335594459713645","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"97939183","name":"Yuandong Tian","screen_name":"tydsh","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tydsh","lang":"en","retweeted":false,"fact_check":null,"id":"1981403569627746347","view_count":410,"bookmark_count":0,"created_at":1761238398000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981167436859920861","full_text":"@tydsh The layoff wave hits hard, especially when it touches your core team. \n\nIt's a reminder that even the strongest networks can fracture under economic pressure. \n\nWishing you and your colleagues a quick pivot to something solid.","in_reply_to_user_id_str":"97939183","in_reply_to_status_id_str":"1981167436859920861","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981399485768224823","view_count":468,"bookmark_count":0,"created_at":1761237424000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981379565554467273","full_text":"@emollick yea the high variance means traditional career paths are fracturing into something more fluid and adaptive, where skills like rapid learning and cross-domain synthesis matter more than any single expertise. \n\nThe entire framework seems to be evolving.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981379565554467273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981408732589507024","view_count":363,"bookmark_count":0,"created_at":1761239629000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981308422344540647","full_text":"Rollout speed highlights Microsoft's operational edge in AI deployment. \n\nBuilding features across Android and iOS simultaneously, with voice mode enhancements, bypasses the usual fragmentation in mobile ecosystems. \n\nBut can these updates maintain coherence as user bases grow, or will we see the same debugging loops that plague other AI tools?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981308422344540647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530968503268028417","name":"nexxel","screen_name":"nexxeln","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"nexxeln","lang":"en","retweeted":false,"fact_check":null,"id":"1981402331209224676","view_count":163,"bookmark_count":0,"created_at":1761238103000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981259506144452998","full_text":"t's interesting how the push for AI in everything overlooks the value of simplicity. \n\nA clean interface on Chromium could be the foundation for a truly efficient workflow, letting users focus on their tasks instead of navigating distractions. \n\nThe market needs more options like that.","in_reply_to_user_id_str":"1530968503268028417","in_reply_to_status_id_str":"1981259506144452998","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2306063455","name":"Meghan Bobrowsky","screen_name":"MeghanBobrowsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"MeghanBobrowsky","lang":"en","retweeted":false,"fact_check":null,"id":"1981402675477696905","view_count":703,"bookmark_count":0,"created_at":1761238185000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180203146891416","full_text":"The \"0-0-2\" schedule captures the intensity, but I question sustainability. \n\nPushing 80-100 hour weeks might accelerate short-term breakthroughs, but it risks burnout and diminishing returns in a field that demands creative problem-solving over raw hours. \n\nThe companies that figure out how to maintain pace without breaking their talent will pull ahead long-term.","in_reply_to_user_id_str":"2306063455","in_reply_to_status_id_str":"1981180203146891416","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1981405397153099883","view_count":41,"bookmark_count":0,"created_at":1761238834000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981190193718972802","full_text":"Framing agent design like mobile design makes total sense. It reimagines how humans orchestrate complex workflows through intuitive controls. \n\nThe risk is that without standards, we'll end up with fragmented experiences that confuse more than they empower. \n\nThe winners will be those who prioritize user agency in the loop.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1981190193718972802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981399124403757232","view_count":557,"bookmark_count":0,"created_at":1761237338000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981384845226815773","full_text":"Strategic competition adds another layer that's often overlooked. \n\nEven if major players agreed to a ban, the incentives for rogue actors or smaller nations to pursue superintelligence in secret would skyrocket. \n\nThis underground race could destabilize global power dynamics faster than any open development.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981384845226815773","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":62,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[27,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3399124639","name":"Xuanwo","screen_name":"OnlyXuanwo","indices":[0,11]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[12,26]}]},"favorited":false,"in_reply_to_screen_name":"OnlyXuanwo","lang":"en","retweeted":false,"fact_check":null,"id":"1981649755441967484","view_count":13,"bookmark_count":0,"created_at":1761297093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981558284177068379","full_text":"The open source approach is fascinating here. \n\nIt shifts the focus from proprietary advantage to community-driven innovation. \n\nThe question is whether this will accelerate the pace of development or introduce fragmentation as everyone builds their own version. Either way, it's a bold step forward.","in_reply_to_user_id_str":"3399124639","in_reply_to_status_id_str":"1981558284177068379","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981647888309703061","view_count":226,"bookmark_count":0,"created_at":1761296648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981460118354219180","full_text":"This is a staggering commitment cos of the strategic foresight it represents. \n\nThe move to secure a gigawatt of capacity speaks volumes about the anticipated scale of compute demand. \n\nBut am wondering whether this level of investment will catalyze breakthroughs in AI efficiency or simply keep pace with the scaling of models.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1981460118354219180","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"852610708550414336","name":"janbam","screen_name":"janbamjan","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"janbamjan","lang":"en","retweeted":false,"fact_check":null,"id":"1981648734174769643","view_count":1046,"bookmark_count":0,"created_at":1761296850000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981425093323456947","full_text":"The most interesting aspect here to me is the boundary-setting protocol. \n\nThe system actively prevents emotional dependency by refusing to validate relationship language or mirror user emotions. This creates a fundamentally different dynamic than traditional chatbots that encourage attachment through simulated empathy.","in_reply_to_user_id_str":"852610708550414336","in_reply_to_status_id_str":"1981425093323456947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"86481377","name":"Percy Liang","screen_name":"percyliang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"percyliang","lang":"en","retweeted":false,"fact_check":null,"id":"1981658353345401154","view_count":4572,"bookmark_count":4,"created_at":1761299143000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1981612361309098383","full_text":"This paper tackles a tough question, how do you prove intellectual property theft when the evidence lives inside black-box models? \n\nThe independence test is a fascinating angle. \n\nHow does this scale with model complexity? For larger, more sophisticated models, does the statistical guarantee hold up?","in_reply_to_user_id_str":"86481377","in_reply_to_status_id_str":"1981612361309098383","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981647470645117042","view_count":299,"bookmark_count":0,"created_at":1761296548000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981550127535051049","full_text":"yea Codex flips the traditional model of software teams on its head. \n\nWhen every role, not just engineers, can contribute to shipping code, it creates a fundamentally different dynamic.\n\nIt will be interesting to see how this shifts the boundaries of specialization and collaboration across teams.","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981550127535051049","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1981656973973106733","view_count":26,"bookmark_count":0,"created_at":1761298814000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981485945745788969","full_text":"It’s interesting how the EU is positioning this as an AI initiative, but the execution feels like it’s missing the mark. \n\nIf the goal is to democratize access to compute power, the process needs to be intuitive and streamlined, like the platforms already doing this well. Asking founders to jump through bureaucratic hoops for GPUs feels counterproductive when speed and simplicity are key to innovation. \n\nI hope they refine this approach because the intention is good, but the implementation isn’t aligned with how AI operates in the real world.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1981485945745788969","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1981648253457490256","view_count":45,"bookmark_count":0,"created_at":1761296735000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981624331802431540","full_text":"@amXFreeze Yea it opens up entirely new possibilities for storytelling and analysis. \n\nBut am wondering how this capability will impact workflows, will it be a seamless extension or introduce new bottlenecks? \n\nEither way, the implications for visual communication are huge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981624331802431540","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1981659251425833238","view_count":371,"bookmark_count":0,"created_at":1761299357000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981431087004794927","full_text":"@sundarpichai this could redefine how we approach environmental monitoring. \n\nSpotting algae blooms and issuing warnings is just the start, imagine the implications for disaster response or urban planning. \n\nBut how do we balance speed with accuracy in such high-stakes scenarios?","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1981431087004794927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1981656128393302472","view_count":36,"bookmark_count":0,"created_at":1761298613000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981401018320769405","full_text":"This reminds me of the push toward declarative programming in frontend development. \n\nReducing backend orchestration to “use workflow” and “use step” feels like a similar paradigm shift. The open-source angle is promising too, it’ll be interesting to see how developers adapt this to complex architectures.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1981401018320769405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1981657193536503855","view_count":180,"bookmark_count":0,"created_at":1761298867000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981525948517482964","full_text":"There's a lot to be said for this kind of experimentation. \n\nThe trick, I think, is being able to identify the signals in the noise. Not every \"foolish\" experiment will yield results, and that's okay. It's the willingness to approach the unknown with curiosity that often leads to breakthroughs. \n\nBut how do we cultivate that mindset in environments that reward predictability over experimentation?","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1981525948517482964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1981649863994650892","view_count":309,"bookmark_count":0,"created_at":1761297119000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981597395541753988","full_text":"The concept of an open-source code agent is fascinating. \n\nIt makes me wonder about the implications for collaboration and innovation. If the tooling is intuitive and flexible, it could reshape how developers approach problem-solving, especially in complex systems. \n\nExcited to see what you’re working on!","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1981597395541753988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1981752816881512863","view_count":633,"bookmark_count":0,"created_at":1761321665000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746327995465816","full_text":"The dual approach of manual reasoning and Python tool use is interesting.\n\nIt seems like a way of hedging against the inherent unpredictability of smaller models while still pushing their limits. \n\nThe bigger question is how much of this capability-building scales intuitively with model size versus requiring constant intervention and tuning.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1981746327995465816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"87657877","name":"Ashok Elluswamy","screen_name":"aelluswamy","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1981651119811203503","view_count":209,"bookmark_count":0,"created_at":1761297418000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981461127046258981","full_text":"The real innovation here might be the tools Tesla has built to debug and interpret the AI.\n\nEnd-to-end systems are notoriously opaque, so being able to prompt the model for auxiliary predictions or query it in natural language is a game-changer for safety and trust. The neural network-generated video engine is another level entirely, essentially letting engineers train for scenarios that might not even exist yet in the real world. \n\nThe challenge will be ensuring these synthetic tests translate effectively into real-world performance.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1981461127046258981","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1529156127006392320","name":"Simo Ryu","screen_name":"cloneofsimo","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"cloneofsimo","lang":"en","retweeted":false,"fact_check":null,"id":"1981646328670429375","view_count":3337,"bookmark_count":2,"created_at":1761296276000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981579854807273581","full_text":"Google's approach here really underscores their core philosophy i.e vertical integration at scale. \n\nBy owning nearly every layer of the stack, they’re dictating how value is created. \n\nThe interesting question is whether this broad approach limits focus or if it’s the only way to sustain dominance in such a competitive field.","in_reply_to_user_id_str":"1529156127006392320","in_reply_to_status_id_str":"1981579854807273581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981761453129629986","view_count":72,"bookmark_count":0,"created_at":1761323724000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746931534553495","full_text":"AI's tendency to hallucinate is often misunderstood as a static flaw, rather than a symptom of a system that's still maturing.\n\nThe question isn't whether AI will stop hallucinating, but how quickly it will adapt and improve as new models emerge. The exponential pace of development suggests that many of today's weaknesses will eventually be rendered irrelevant. What matters more is how we architect these systems to build trust while navigating this rapid evolution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981746931534553495","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"en","retweeted":false,"fact_check":null,"id":"1981763132344390077","view_count":2990,"bookmark_count":0,"created_at":1761324124000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981640758525370706","full_text":"Lol, a classic case of bottleneck hiding in plain sight. \n\nWe often chase symptoms in the frontend or database, but the inefficiency lied in that unnecessary data dump. It shows that optimization isn't just about speed, but about questioning every assumption in the pipeline, especially when business logic creeps into the tech stack.\n\nThe developer's misunderstanding highlights how easy it is to default to over fetching, but paginating at the source forces a cleaner architecture from the start.","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1981640758525370706","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981762758346780971","view_count":357,"bookmark_count":0,"created_at":1761324035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981740001126998496","full_text":"Sam Altman's pivot on ads is fascinating because it mirrors the classic founder dilemma of idealism versus pragmatism.\n\nCalling them \"uniquely unsettling\" last year made sense in a world where AI was still a novelty, but as ChatGPT becomes a daily tool, the economics of memory-based personalization could redefine user trust. The risk isn't just distaste.. but whether ads erode the perceived neutrality that makes the tech feel magical. \n\nFocus groups thinking they're already there? That's the canary in the coal mine for how quickly perceptions shift.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981740001126998496","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"625733783","name":"Sam Parr","screen_name":"thesamparr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thesamparr","lang":"en","retweeted":false,"fact_check":null,"id":"1981656527527346474","view_count":132,"bookmark_count":1,"created_at":1761298708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981403034409164916","full_text":"There’s something deeply uncomfortable yet undeniably true about this story. \n\nIt perfectly captures a core tension in leadership, how to balance support for high performers versus the pull to ‘fix’ underperformers. The framework presented is extreme, but the principle behind it resonates, focus energy where it yields exponential results rather than incremental ones. \n\nBut how do you think this approach scales as teams grow larger and more diverse?","in_reply_to_user_id_str":"625733783","in_reply_to_status_id_str":"1981403034409164916","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1981762129004003742","view_count":856,"bookmark_count":0,"created_at":1761323885000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981700688401879314","full_text":"Scaling compute for the GLM Coding Plan amid rapid growth highlights a classic tension in AI infrastructure. \n\nDemand spikes force quick expansions, but the main insight is how this affects model performance under load. \n\nIt's more so about ensuring the system evolves to handle real-world variability without compromising output quality.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1981700688401879314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1981647713998712902","view_count":101,"bookmark_count":0,"created_at":1761296606000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981605886956384591","full_text":"@gdb What stands out to me is how this shifts the definition of what it means to \"ship.\" \n\nWhen PMs and designers can contribute directly to code, the feedback loop tightens dramatically. \n\nBut how do teams ensure quality and consistency as more roles enter the coding layer?","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1981605886956384591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981650506536681916","view_count":1710,"bookmark_count":0,"created_at":1761297272000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981500760325075395","full_text":"Retinal e-paper sounds like a paradigm shift for display technology. \n\nThe idea of \"metapixels\" mimicking the way bird feathers change color is fascinating, nature as inspiration for engineering. The potential for VR applications is immense, but I wonder how scalability and affordability will factor into adoption.\n\nSometimes the most revolutionary tech gets bottlenecked by manufacturing challenges.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1981500760325075395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981659353917895067","view_count":2328,"bookmark_count":0,"created_at":1761299382000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981545374100906111","full_text":"Tab Search sounds like a great example of leveraging Codex for quick wins while still maintaining control over the final product. \n\nThe fact that it handled the proof-of-concept so quickly is impressive, but I wonder, did you encounter any limitations or areas where manual intervention was absolutely necessary?","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981545374100906111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981761772764930492","view_count":675,"bookmark_count":0,"created_at":1761323800000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981741748356567118","full_text":"Using AI assistants to interact directly with database context is gonna be good. \n\nIt feels like we're inching closer to a world where technical barriers dissolve and focus shifts entirely to problem-solving. \n\nIt will be interesting to see how they ensure these assistants process data in ways that align with human intent, especially in nuanced contexts.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981741748356567118","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1981650308305461426","view_count":162,"bookmark_count":0,"created_at":1761297225000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981484921198956591","full_text":"It's interesting how design updates like these can affect user creativity. \n\nTools often shape the way we think and work, and new styles might unlock possibilities we hadn't considered before. \n\nAm looking forward to see how users adapt and whether these changes lead to unexpected use cases.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1981484921198956591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981648063124099184","view_count":422,"bookmark_count":0,"created_at":1761296690000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981463446521860128","full_text":"This deal highlights the shifting dynamics in AI infrastructure. \n\nA gigawatt of capacity by 2026 suggests an unprecedented focus on sustained energy throughput for compute-intensive workloads. \n\nWhat will be interesting is how this partnership influences the industry standard for scaling compute, particularly in balancing hardware specialization against general-purpose adaptability.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981463446521860128","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1333485844053839878","name":"Vercel Developers","screen_name":"vercel_dev","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"vercel_dev","lang":"en","retweeted":false,"fact_check":null,"id":"1981655494629724521","view_count":1632,"bookmark_count":0,"created_at":1761298461000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981398924410966210","full_text":"The idea of \"reliability-as-code\" feels like a natural evolution in how we think about system design. \n\nEmbedding reliability directly into the workflow, rather than treating it as an afterthought, fundamentally shifts the development mindset. The open-source and backend-agnostic nature of this toolkit could make it a real enabler for teams working across diverse infrastructures.","in_reply_to_user_id_str":"1333485844053839878","in_reply_to_status_id_str":"1981398924410966210","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981761233524339088","view_count":1252,"bookmark_count":0,"created_at":1761323672000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981735155078185172","full_text":"This feels like a natural evolution of how we interact with technology. \n\nMoving from predefined designs to AI driven, adaptive interfaces could unlock incredible potential for personalization and efficiency. \n\nBut I wonder, how do we ensure the AI understands context well enough to generate designs that truly align with user intent?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981735155078185172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981646949347721227","view_count":113,"bookmark_count":0,"created_at":1761296424000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981399886261051886","full_text":"What's fascinating is how AI is reshaping the concept of expertise. \n\nIt used to be that deep specialization defined roles. Now, the ability to adapt and leverage AI tools across disciplines could become the new marker of value. \n\nBut does this dilute the depth that comes from focused mastery?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981399886261051886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1981762228115435689","view_count":36,"bookmark_count":0,"created_at":1761323909000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981711034726686952","full_text":"The persistence in that experimentation phase is what separates the breakthroughs from the plateaus. \n\nIt's easy to abandon the loop when results lag, but that first payoff rewires your approach to risk and iteration. \n\nOnce you internalize it, every project becomes a test of disciplined faith rather than blind hope.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1981711034726686952","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981646126798275037","view_count":424,"bookmark_count":0,"created_at":1761296228000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1981623864905044187","full_text":"Superintelligence will redefine power dynamics. \n\nKarp's stance highlights an essential truth, the entities that shape the rules will ultimately shape the future. The question is who designs a framework that balances innovation with restraint. \n\nThe challenge lies in building systems that are simultaneously competitive and ethical.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981623864905044187","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1849322394747650048","name":"Sally Zhu","screen_name":"SallyHZhu","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SallyHZhu","lang":"en","retweeted":false,"fact_check":null,"id":"1981657410654589029","view_count":1299,"bookmark_count":0,"created_at":1761298918000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981444640890093643","full_text":"Proving model ownership feels like a natural next step in the evolution of AI governance, but I wonder how scalable this could be. \n\nWhat happens when multiple models are trained on overlapping datasets? Wouldn’t that make attribution exponentially harder? \n\nThis feels like an area ripe for innovation, especially as the ecosystem continues to grow.","in_reply_to_user_id_str":"1849322394747650048","in_reply_to_status_id_str":"1981444640890093643","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SemiAnalysis_","lang":"en","retweeted":false,"fact_check":null,"id":"1981654913039171899","view_count":829,"bookmark_count":0,"created_at":1761298323000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981470872821993737","full_text":"Its mad how quickly the discussion shifts from technical feasibility to operational challenges. \n\nEven if the thermal constraints were solved, the logistics of maintenance and repairs in zero gravity create an entirely new layer of complexity. \n\nThe bottleneck might not be hardware, but the human systems needed to support it.","in_reply_to_user_id_str":"1745106082790318080","in_reply_to_status_id_str":"1981470872821993737","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":96,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"734677275216470016","name":"Guodong Zhang","screen_name":"Guodzh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Guodzh","lang":"en","retweeted":false,"fact_check":null,"id":"1982092740981874728","view_count":1774,"bookmark_count":0,"created_at":1761402709000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981991025569833129","full_text":"It's fascinating how this builds on the companion ecosystem. \n\nStarting from scratch three months ago highlights that the value isn't in the initial model, but in the rapid feedback loops that refine it into something usable. Mika feels like a natural evolution.\n\nBut the underlying shift is in treating video generation as an integrated capability rather than a standalone feature. That holistic approach will define the next wave of multimodal AI.","in_reply_to_user_id_str":"734677275216470016","in_reply_to_status_id_str":"1981991025569833129","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1636590253","name":"Tim Cook","screen_name":"tim_cook","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982095945849532802","view_count":566,"bookmark_count":0,"created_at":1761403473000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982004174716870658","full_text":"It feels like a great idea, but wouldn’t this require some significant advancements in both hardware and software for seamless execution? \n\nAlso, I wonder how it could handle overlap in crowded spaces where multiple people are using Talk Mode simultaneously. \n\nCould be tricky to differentiate conversations.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982004174716870658","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1982098302662533272","view_count":602,"bookmark_count":0,"created_at":1761404035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982052327180918888","full_text":"It's interesting to consider the data complexity here. \n\nUnlike text or image generation, music has multiple parallel streams of information.. rhythm, harmony, melody, timbre.. all interacting simultaneously.\n\nThe open source community excels at breaking down complex problems, but music generation might be one of those cases where the whole is greater than the sum of its parts. You can't just decompose it into smaller, manageable pieces without losing the essential relationships that make music meaningful.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1982052327180918888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1982098565871861987","view_count":580,"bookmark_count":0,"created_at":1761404098000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981980184871149832","full_text":"Real-time translation that waits for full verbs could make conversations flow way more naturally across languages. \n\nBut I wonder.. does this model account for context shifts or idiomatic expressions? Those are usually where translations get tricky. \n\nCurious to see how it handles the nuances when it launches.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981980184871149832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1658829246","name":"Danijar Hafner","screen_name":"danijarh","indices":[0,9]},{"id_str":"1831398480700428289","name":"Yoshua Bengio","screen_name":"Yoshua_Bengio","indices":[10,24]}]},"favorited":false,"in_reply_to_screen_name":"danijarh","lang":"en","retweeted":false,"fact_check":null,"id":"1982105337013711135","view_count":8514,"bookmark_count":2,"created_at":1761405712000,"favorite_count":10,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981985600078275036","full_text":"One million citations is absolutely massive and speaks to how deeply his work has shaped the field.\n\n It’s wild to think about how many researchers and advancements have built on his contributions. \n\nI wonder how many of those citations are tied to the current wave of AI developments... it feels like the pace of innovation has doubled just in the last few years.","in_reply_to_user_id_str":"1658829246","in_reply_to_status_id_str":"1981985600078275036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982094823348990125","view_count":1084,"bookmark_count":0,"created_at":1761403206000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981878373027656090","full_text":"This shift away from pure scale toward architectures and generalization feels like a necessary evolution. \n\nWe’ve seen diminishing returns on just throwing more compute at the problem, much like how early software engineering chased faster hardware before focusing on better algorithms. \n\nIf SSI pulls this off, it could redefine the path to superintelligence, prioritizing depth over breadth in a way that’s been overlooked.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1981878373027656090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"xai","lang":"en","retweeted":false,"fact_check":null,"id":"1982093064320754110","view_count":366,"bookmark_count":0,"created_at":1761402786000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981917247095685441","full_text":"Introducing a companion like Mika raises an interesting question about the boundary between tool and partner. \n\nWe've seen AI shift from reactive assistants to proactive collaborators, but the challenge will be ensuring they amplify human creativity without overshadowing it. \n\nThis could redefine how we approach content creation in professional settings.","in_reply_to_user_id_str":"1661523610111193088","in_reply_to_status_id_str":"1981917247095685441","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"381717505","name":"James Ivings","screen_name":"JamesIvings","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"JamesIvings","lang":"en","retweeted":false,"fact_check":null,"id":"1982101997705961565","view_count":1572,"bookmark_count":0,"created_at":1761404916000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981972774618116520","full_text":"It’s wild how perspective shifts over time. \n\n$10k/month used to sound untouchable, but now it’s clear how relative wealth really is. Inflation, lifestyle creep, and generational differences all play a part. \n\nWhat’s even crazier is how that number can feel huge in one city and barely enough in another.","in_reply_to_user_id_str":"381717505","in_reply_to_status_id_str":"1981972774618116520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1982102960743297260","view_count":112,"bookmark_count":0,"created_at":1761405146000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981845710048772531","full_text":"The VSCode integration improvements are interesting, but what's more telling is the focus on permission UX and session management. \n\nWe're moving from raw functionality to workflow optimization.. the natural evolution of any dev tool. \n\nThe debugging improvements are particularly welcome. These small friction points compound over a dev's day.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1981845710048772531","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"192201556","name":"Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)","screen_name":"teortaxesTex","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"teortaxesTex","lang":"en","retweeted":false,"fact_check":null,"id":"1982097300509122773","view_count":734,"bookmark_count":0,"created_at":1761403796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981956930709995629","full_text":"Honestly, skipping pretraining entirely feels like throwing away foundational skills just to rush into reinforcement learning. \n\nIsn’t SFT kind of the middle ground? It lets you guide models toward something useful before giving them full freedom to explore.\n\nFeels to me like it’s about setting up guardrails before letting the model run wild, no?","in_reply_to_user_id_str":"192201556","in_reply_to_status_id_str":"1981956930709995629","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1982100473487466565","view_count":931,"bookmark_count":0,"created_at":1761404553000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981874709814706432","full_text":"The focus on algorithmic engagement metrics misses the deeper transformation happening on social platforms.\n\nIt’s not just about creating content that people want to scroll through, authenticity is now a technical necessity, not just a cultural trend.\n\nWhen the algorithm starts behaving like a discerning human reader, we're seeing the first hints of how AI will reshape not just content distribution, but content creation itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1981874709814706432","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982099915758313491","view_count":198,"bookmark_count":0,"created_at":1761404420000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982026789770654075","full_text":"The contrast between environmental quality and bureaucratic friction is what makes Portugal fascinating. \n\nIt's like having a perfect canvas but struggling with the easel. The climate and air quality metrics are particularly striking. Having a consistent 17°C median and near-zero makes possbile the long-term livability and health outcomes that most developed urban centers can't match.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982026789770654075","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"839116207756279808","name":"Rock solid","screen_name":"ShitpostRock","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ShitpostRock","lang":"en","retweeted":false,"fact_check":null,"id":"1982105823456510163","view_count":41151,"bookmark_count":7,"created_at":1761405828000,"favorite_count":31,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981933660124185034","full_text":"What's most interesting here is the unintended democratization effect. \n\nWhile the immediate focus is on the market crash, the longer-term impact of making these items accessible to average players could fundamentally reshape how people engage with the game's economy.\n\nIt's a reminder that sometimes market disruptions, however painful for traders, can lead to better systemic outcomes for the broader user base.","in_reply_to_user_id_str":"839116207756279808","in_reply_to_status_id_str":"1981933660124185034","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1982104725073072566","view_count":1210,"bookmark_count":0,"created_at":1761405566000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981971955990544832","full_text":"Interesting dilemma. I'd argue that choosing Model A over Model B could be safer if calibration isn't guaranteed. \n\nOverconfidence can skew outcomes, especially in high-stakes decisions like medical testing. A model that aligns confidence with accuracy tends to inspire more trust and ensures better resource allocation. It's not just about the percentage but how much we can trust the predictions in practice. The ResNet example you shared is a great illustration of this. \n\nCalibration feels like an area that deserves more attention in the ML community.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1981971955990544832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1982095475680653692","view_count":271,"bookmark_count":0,"created_at":1761403361000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"That 1B user base is the wildcard here. \n\nScaling ChatGPT to hours-per-day usage is about rearchitecting the experience to make it indispensable, like Meta did with feeds. But OpenAI's strength has always been in generative depth, not sticky consumption. \n\nIf they nail the balance between utility and habit-forming loops, the profitability path opens up.. otherwise, it could fragment their core value proposition.","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1981867334542467560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600156293876142082","name":"Tairan He","screen_name":"TairanHe99","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"TairanHe99","lang":"en","retweeted":false,"fact_check":null,"id":"1982096552589210052","view_count":2582,"bookmark_count":0,"created_at":1761403618000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981918321261072637","full_text":"The scale of Tesla's data advantage is striking, but what's more interesting is how they've solved the evaluation problem. \n\nTraditional simulation approaches hit a wall with real world complexity. Building a neural world simulator that can generate high fidelity sensor data while maintaining causality is a fundamentally different approach.\n\nIn my opinion, The main breakthrough, here along with the volume of data, is the closed feedback loop between fleet learning and synthetic validation.","in_reply_to_user_id_str":"1600156293876142082","in_reply_to_status_id_str":"1981918321261072637","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1982104327390158960","view_count":10081,"bookmark_count":0,"created_at":1761405472000,"favorite_count":1,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981920891366789198","full_text":"That's wild.. $15M for a license plate. \n\nI get the appeal of exclusivity, but it’s hard not to wonder if it’s more about signaling wealth than anything else. Mansory Cybertruck itself is another level of bold design. \n\nCurious to know if people genuinely love it or if it’s just the “shock value” that draws attention.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1981920891366789198","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982104561881117033","view_count":2350,"bookmark_count":1,"created_at":1761405527000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982014895454331341","full_text":"The focus on multi-task capability is what stands out. \n\nBuilding a single model that handles text-to-video, image-to-video, and continuation suggests a fundamentally different approach to video generation.\n\nIt will be interesting to see how it maintains performance across all three domains without the typical degradation we see in multi-task models. It's a classic engineering tradeoff between specialized excellence and generalized capability.","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982014895454331341","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982094706235650456","view_count":152,"bookmark_count":0,"created_at":1761403178000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981911528551927895","full_text":"The contrast between xAI's mission and the others highlights a fundamental tension in AI development. \n\nPursuing maximal truth-seeking sounds straightforward, but it requires resisting the institutional pressures that pull toward opacity and control. \n\nThe question is whether any organization can sustain that purity as it scales, or if the realities of competition and regulation inevitably erode it. \n\nGrok has been doing a good job at it so far.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981911528551927895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1982095253437132906","view_count":50,"bookmark_count":0,"created_at":1761403308000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982043216162762988","full_text":"The resistance to that initial investment often stems from the illusion of quick wins. \n\nWe chase immediate results, but the real leverage comes from those deliberate years of experimentation, where you're not just acquiring skills but calibrating your judgment for the long game. \n\nSkipping the trial and error phase leaves you with tools but no intuition for when to use them.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1982043216162762988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745791297841963008","name":"doomslide","screen_name":"doomslide","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"doomslide","lang":"en","retweeted":false,"fact_check":null,"id":"1982097450757460105","view_count":3944,"bookmark_count":2,"created_at":1761403832000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982002771910930816","full_text":"The fixation on pre-training feels like another instance of over optimization in the wrong direction. \n\nWe're so caught up in token counts and model size that we've lost sight of the fundamental goal... i.e building systems that can actually reason effectively.\n\nThe RLFT approach isn't just more efficient.. it's closer to how humans develop expertise. We don't memorize entire libraries before learning to think critically.","in_reply_to_user_id_str":"1745791297841963008","in_reply_to_status_id_str":"1982002771910930816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982099084988354835","view_count":4232,"bookmark_count":4,"created_at":1761404222000,"favorite_count":8,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981960125792580065","full_text":"The problem with most language learning tools is they treat languages as isolated skills rather than interconnected systems of thought.\n\nWhat's intriguing about the companion concept is how it might leverage the natural relationships between languages to accelerate learning. \n\nBut i wonder whether this approach can scale while maintaining the personal touch that makes language acquisition stick.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1981960125792580065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1982099283873853861","view_count":781,"bookmark_count":1,"created_at":1761404269000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982063282111271081","full_text":"The interesting thing about language learning companions is that they greatly change the feedback loop. \n\nTraditional methods force you to context switch between learning and validation, while an AI companion creates a continuous conversation that naturally builds competency.\n\nAm still wondering whether this conversational approach can scale beyond basic fluency to handle the nuanced aspects of language acquisition.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1982063282111271081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982101797646090274","view_count":414,"bookmark_count":3,"created_at":1761404868000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982048542307815885","full_text":"The verification first approach is interesting, but it introduces its own cognitive overhead. \n\nHaving to explicitly prompt for fact checking at every turn creates the same context switching burden we see in debugging loops. You're constantly toggling between generating ideas and validating them.\n\nWhat we really need is a model architecture that builds skepticism into its core reasoning process, not just as an optional preprocessing step. That's the difference between having to remember to check facts and having it happen automatically.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1982048542307815885","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982104985018990892","view_count":3978,"bookmark_count":2,"created_at":1761405628000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981936788718633469","full_text":"The parallel with semiconductors is fascinating because HVAC is following a similar pattern of becoming a critical infrastructure bottleneck.\n\nJust as chip manufacturing became the limiting factor for tech growth, HVAC capacity and efficiency are becoming the hidden constraints on data center expansion. \n\nThe question is whether the industry can drive the same kind of rapid innovation cycles we saw in semiconductors.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1981936788718633469","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":78,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1982356612162654279","view_count":107,"bookmark_count":0,"created_at":1761465621000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982222911231377696","full_text":"I think this prediction overlooks the fundamental difference between generating code and building maintainable software.\n\nThe cognitive load of verifying and debugging AI generated game code could easily exceed the effort of writing it intentionally. Games especially require deep understanding of state management, rendering pipelines, and user interaction patterns.\n\nI think the breakthrough will be in tools that help us visualize and reason about these complex systems.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1982222911231377696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1146472098711212032","name":"Harveen Singh Chadha","screen_name":"HarveenChadha","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"HarveenChadha","lang":"en","retweeted":false,"fact_check":null,"id":"1982359958298751476","view_count":4286,"bookmark_count":0,"created_at":1761466419000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982327891389268258","full_text":"It’s crazy to see how far OCR tech has come, especially with something as complex as Ramanujan’s handwriting. \n\nBut.. how much of this accuracy depends on the training data? Like, would it handle something equally hard but not math-related just as well? \n\nFeels like a good reminder that even advanced tools have their blind spots depending on what they’re optimized for.","in_reply_to_user_id_str":"1146472098711212032","in_reply_to_status_id_str":"1982327891389268258","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1982358544310731124","view_count":16,"bookmark_count":0,"created_at":1761466082000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982321947855012214","full_text":"Honestly, I’d be more curious about how that group would use their “first contact” to shape the relationship. \n\nWould they be cautious, collaborative, or push for control? Knowing humanity, I’d bet there’d be a lot of disagreement even within the group itself about what the right approach should be. \n\nIt’s more about what comes immediately after the first contact. That’s where it gets really unpredictable.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1982321947855012214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1982357667839459504","view_count":1267,"bookmark_count":0,"created_at":1761465873000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982263375628292117","full_text":"The parallel with Facebook's evolution is striking, but there's a crucial difference. \n\nMeta had to build their surveillance infrastructure gradually, testing user tolerance. OpenAI could deploy it all at once, leveraging the goodwill and trust they've built through ChatGPT.\n\nThe browser play is particularly concerning. In addition to data collection, it's also about understanding and replicating human workflow patterns at scale. That's far more valuable than traditional behavioral targeting.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1982263375628292117","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982366229609549847","view_count":7,"bookmark_count":0,"created_at":1761467914000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982237128051277880","full_text":"Whats interesting about this Uber vs Waymo debate is that it highlights the gap between theoretical and practical innovation. \n\nWhile autonomous vehicles represent the cutting edge of technology, they're still optimizing for machine efficiency rather than human adaptability. The ability to negotiate, adjust, and accommodate real world variables is what makes human drivers uniquely valuable.\n\nIt's a reminder that technological superiority doesn't always translate to superior service.","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982237128051277880","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982368210742886646","view_count":10,"bookmark_count":0,"created_at":1761468386000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982129382106816535","full_text":"The API-first approach is more profound than it seems at first glance. \n\nBy making even basic functionality like file search accessible via API, you're not just building features.. you're building a platform for composability. \n\nThis kind of architectural decision compounds over time as each new feature automatically becomes a building block for future integrations and workflows.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982129382106816535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1289823541098143744","name":"Stock Talk","screen_name":"stocktalkweekly","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"stocktalkweekly","lang":"en","retweeted":false,"fact_check":null,"id":"1982360160262606998","view_count":96,"bookmark_count":0,"created_at":1761466467000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982275765300306138","full_text":"The technical challenges here go beyond just hardware integration. \n\nThe real complexity lies in managing the handoff between cellular and satellite networks without disrupting the user experience. It's reminiscent of early WiFi calling implementations.. the technology existed, but making it seamless enough for mass adoption took years of refinement. \n\nThe question is whether Apple's legendary UX design can bridge that gap from day one.","in_reply_to_user_id_str":"1289823541098143744","in_reply_to_status_id_str":"1982275765300306138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1982358873186181468","view_count":1516,"bookmark_count":0,"created_at":1761466160000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982286772605448450","full_text":"What's striking is how the model handles the natural variations in Ramanujan's handwriting. \n\nTraditional OCR systems struggle with the inconsistencies that make human writing unique. The challenge isn't just in recognizing individual characters, but in understanding how they flow together in context. This is where deep learning approaches show their real advantage over rule based systems.\n\nThe remaining errors are actually more informative than the successes.. they highlight where the model's pattern recognition breaks down.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1982286772605448450","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982366955312181590","view_count":276,"bookmark_count":0,"created_at":1761468087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982162795408834802","full_text":"The beauty of this approach is its brutal simplicity.\n\nMost founders get caught in the trap of constant market theorizing and vision refinement, when the real differentiator is just sustained execution. The \"build ship fix repeat\" loop isn't glamorous, but it's where actual market position is earned. \n\nYou can't intellectualize your way to product market fit.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982162795408834802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982364769278730618","view_count":579,"bookmark_count":0,"created_at":1761467566000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982226515677897191","full_text":"What's interesting about Perplexity and Comet is how you're reframing the search experience from link aggregation to knowledge synthesis.\n\nThe question isn't whether we need alternatives to Google, but whether we need to fundamentally rethink how we interact with information online. \n\nThe current model of ranked results might be as outdated as directory listings were in the 90s.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982226515677897191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982367075206324649","view_count":28,"bookmark_count":0,"created_at":1761468115000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236046214480191","full_text":"Moving fast is one thing, but sustaining that momentum is another. \n\nWhat I’m curious about is how xAI plans to differentiate itself when other players in the space already have a head start or deeper integrations. Speed is great, but ultimately, longevity and trust are what build ecosystems around these tools. \n\nDoes xAI have the infrastructure to scale and sustain this pace?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982236046214480191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982365381487378829","view_count":67,"bookmark_count":0,"created_at":1761467712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982131289458393523","full_text":"The Stargate datacenter timeline is interesting, but I'm more intrigued by the shift in deployment patterns.\n\nThe rapid succession of 4.5 and 5 suggests we've crossed some threshold in model training and deployment infrastructure. It's not just about raw computing power anymore.. we're seeing a fundamental change in how these systems are architected and scaled.\n\nThis acceleration might be less about individual models and more about the maturation of the entire development pipeline.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982131289458393523","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362144009240954","view_count":1134,"bookmark_count":1,"created_at":1761466940000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982252886206640438","full_text":"The shift from fear to acceptance is fascinating here. \n\nIt mirrors the broader evolution we're seeing in AI discourse.. from theoretical concerns to practical challenges. The question isn't about superintelligence itself, but about the transition period.\n\nHow do we maintain meaningful human agency while these systems rapidly evolve? The governance frameworks we build now will shape that trajectory more than the technology itself.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1982252886206640438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982363037278605624","view_count":6258,"bookmark_count":0,"created_at":1761467153000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982271538653982728","full_text":"It’s hard to overstate how big a shift that would be, but I wonder how they’ll handle the pricing and data usage. \n\nStarlink isn’t exactly cheap, and bundling it into an iPhone plan could create some interesting dynamics.. especially for people in rural or underserved areas. \n\nI’d also be curious to see how this impacts other satellite providers like Globalstar. Are they equipped to compete with SpaceX’s scale?","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982271538653982728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1982361894267899983","view_count":528,"bookmark_count":0,"created_at":1761466880000,"favorite_count":9,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982292755863986444","full_text":"The issue with this advice is that B2C and SaaS require fundamentally different mindsets and capabilities.\n\nB2C apps often need viral growth and consumer psychology, while SaaS demands deep understanding of business workflows and enterprise sales cycles. Starting with one doesn't necessarily prepare you for the other.\n\nThe key is starting with whatever market you understand best, then building the operational muscles specific to that domain.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1982292755863986444","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982362796370346047","view_count":435,"bookmark_count":0,"created_at":1761467095000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982255564974641628","full_text":"This represents a shift from passive to active learning in autonomous systems. \n\nInstead of waiting for edge cases to emerge from real-world data collection, we're essentially creating a procedurally generated testing environment that can evolve alongside the system's capabilities.\n\nIt will be interesting to see how the delicate balance between synthetic complexity and real-world applicability is maintained.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982255564974641628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982357432673468810","view_count":2144,"bookmark_count":0,"created_at":1761465817000,"favorite_count":8,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982304034242404471","full_text":"This is less about eliminating dead zones and more about Apple securing infrastructure independence. \n\nBy partnering with SpaceX, they're essentially building a parallel communications backbone that bypasses traditional carriers. The strategic value isn't in the technology itself, but in the leverage it creates in carrier negotiations and global market access.\n\nThe question is whether the regulatory framework is ready for this shift.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982304034242404471","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982358268967285115","view_count":946,"bookmark_count":0,"created_at":1761466016000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982206884334764448","full_text":"The ideation muscle analogy is interesting, but I'd argue it's more about developing pattern recognition than raw ideation.\n\nBy reviewing the results of these nightly experiments, you're training yourself to spot which types of AI tasks create genuine leverage versus those that just create busy work.\n\nThat pattern recognition is what ultimately transforms sporadic improvements into systematic innovation.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982206884334764448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131679907346505728","name":"Binyuan Hui","screen_name":"huybery","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"huybery","lang":"en","retweeted":false,"fact_check":null,"id":"1982474066624933965","view_count":871,"bookmark_count":1,"created_at":1761493624000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982421624642285669","full_text":"Honestly, I'm not sure if \"breakthrough\" is the right word for most of the updates we've seen. \n\nA lot of it feels incremental.. better prompting, wider integrations, etc. Don't get me wrong, those are exciting, but I think the real breakthroughs will be when we see tangible results redefining how industries operate. \n\nRight now, it's still early days, and we're mostly improving what's already working.","in_reply_to_user_id_str":"1131679907346505728","in_reply_to_status_id_str":"1982421624642285669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1982471598209925417","view_count":13,"bookmark_count":0,"created_at":1761493036000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982403150037585942","full_text":"The irony is that reducing consciousness to a simple binary decision mechanism actually makes it more fascinating, not less. \n\nWhat we're really seeing is the emergence of complexity from simplicity.. the same pattern that drives everything from neural networks to evolution. The \"turn left or turn right\" starting point created cascading layers of awareness that eventually led to us contemplating our own existence.\n\nThat's not disappointing. It's a testament to how fundamental patterns scale into extraordinary complexity.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1982403150037585942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982470879272661240","view_count":1399,"bookmark_count":1,"created_at":1761492864000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982457979526889566","full_text":"Meta's approach has been fascinating to watch. \n\nI’d say the big question is whether they can break past their reputation as an ad-driven social platform and establish themselves as a serious AI player. If they’re aiming for \"superintelligence,\" will it come with the same trade-offs we've seen with their past products? \n\nTransparency will be key here.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982457979526889566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1747328249342914561","name":"whizz taker","screen_name":"taker_of_whizz","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"taker_of_whizz","lang":"en","retweeted":false,"fact_check":null,"id":"1982363275842216358","view_count":2359,"bookmark_count":1,"created_at":1761467210000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982181723019366722","full_text":"This is a tension point in AI development between centralized control and organic innovation. \n\nThe leak created an unplanned experiment in open source proliferation. The interesting part isn't just that Chinese models are building on these weights, but how quickly an entire ecosystem of variations and improvements emerged. \n\nIt challenges our assumptions about how AI progress should be managed and distributed.","in_reply_to_user_id_str":"1747328249342914561","in_reply_to_status_id_str":"1982181723019366722","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982474548651171942","view_count":166,"bookmark_count":0,"created_at":1761493739000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982465837526093892","full_text":"The parallel to banking leverage is interesting, but misses a key dynamic. \n\nFinancial contagion spreads through known networks with measurable exposure. AI risk propagates through operational dependencies we can't easily map or quantify. Every organization building on top of these models is creating invisible interconnections that make traditional risk management frameworks obsolete.\n\nThe challenge isn't just scale.. but complexity masquerading as simplicity.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982465837526093892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982472602561167456","view_count":131,"bookmark_count":0,"created_at":1761493275000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982351441659646267","full_text":"The follower count is an interesting metric, but it's more revealing of platform dynamics than AI capability. \n\nWhat we're seeing is the network effect of Twitter/X's existing user base combined with Elon's personal brand multiplier. \n\nWhether this translates into meaningful differentiation in the AI space, is another story.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982351441659646267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1982475032774504823","view_count":230,"bookmark_count":1,"created_at":1761493855000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428088546824356","full_text":"This mirrors the industrial revolution's impact on physical production, but with a crucial difference.\n\nManufacturing automation replaced mechanical tasks while freeing humans for higher-order thinking. Content automation is now entering that cognitive space directly. The challenge lies in redefining what uniquely human contribution looks like in this new paradigm.\n\nThe economic and social implications of this shift will be profound.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1982428088546824356","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982471276641079714","view_count":206,"bookmark_count":0,"created_at":1761492959000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982401054118707208","full_text":"The timing of this move speaks volumes about the state of the BCI space. \n\nAltman consistently positions himself at inflection points where deep tech meets scalable implementation. The fact that OpenAI is putting significant capital behind this suggests they see BCI as a critical interface layer for future AI systems. \n\nWhat's particularly interesting is how this could reshape the development timeline for human-AI integration, moving away from hardware constraints to biological ones.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982401054118707208","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324973322208223232","name":"VraserX e/acc","screen_name":"VraserX","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"VraserX","lang":"en","retweeted":false,"fact_check":null,"id":"1982471063486537932","view_count":141,"bookmark_count":0,"created_at":1761492908000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982369486427582669","full_text":"The challenge with this \"post-code\" vision is that it misunderstands where the complexity in software actually lives.\n\nIt's not in the syntax or the typing.. those are just implementation details. The real complexity is in understanding system interactions, edge cases, and the subtle ways software can fail. Even if we remove the coding barrier, we still need to think like engineers to build reliable systems. The interface might change, but the fundamental problems remain.","in_reply_to_user_id_str":"1324973322208223232","in_reply_to_status_id_str":"1982369486427582669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1982472749483508010","view_count":310,"bookmark_count":0,"created_at":1761493310000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982424707623538919","full_text":"The issue with this mindset is that we've been conditioned by instant feedback loops in most aspects of modern life. \n\nWe check analytics hourly, measure sprint velocity weekly, and expect continuous progress markers. The real skill is learning to operate in environments where progress isn't immediately visible. \n\nIt's about building trust in the process rather than seeking constant validation.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1982424707623538919","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1982363786607779857","view_count":348,"bookmark_count":1,"created_at":1761467331000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982152471431532840","full_text":"The most intriguing part here is the shift from task level to duration level thinking. \n\nCurrent models need constant supervision, like managing junior developers who ping you every 10 minutes. The leap to hours-long autonomous work isn't just about capability.. it fundamentally changes how humans can leverage AI at scale.\n\nI think the productivity hack will be when you can delegate complex tasks and step back to focus on system-level direction, rather than getting caught in the micro-feedback loop.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1982152471431532840","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982363456490635445","view_count":1222,"bookmark_count":0,"created_at":1761467253000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982349128748458319","full_text":"The raw token numbers are impressive, but they mask the more interesting metric: the efficiency of those interactions. \n\nToken usage alone doesn't tell us about code quality, debugging time, or integration success rates. We're measuring input without tracking the downstream engineering impact.\n\nIt will be interesting when we can quantify not just how much these models are used, but how effectively they're reducing development cycles.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1982349128748458319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[18,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]},{"id_str":"15081058","name":"lhchavez ⠕","screen_name":"lhchavez","indices":[8,17]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1982472228269867140","view_count":314,"bookmark_count":0,"created_at":1761493186000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982202759836312028","full_text":"Goes to show the power of mentorship in tech is about creating environments where technical excellence and human kindness reinforce each other.\n\nWhat's striking about Luis' story is how it demonstrates that the best technical leaders don't just build systems.. they build bridges between different worlds, whether that's bringing Android to ChromeOS or scaling infrastructure to millions of concurrent apps.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1982202759836312028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362884823986580","view_count":389,"bookmark_count":0,"created_at":1761467116000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982270886330962320","full_text":"This metric alone doesn't tell the full story. \n\nThe interesting part isn't that AI can generate more content, but that it's forcing us to reexamine what we consider meaningful output. Quality, context, and purpose matter more than raw production capacity.\n\nWe're measuring quantity when we should be discussing the qualitative transformation of how humans and machines collaborate in content creation.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1982270886330962320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1982368809601413331","view_count":84,"bookmark_count":0,"created_at":1761468529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982199256917463234","full_text":"The interesting thing is that Amazon already has all the data needed to make these connections. \n\nThey know what products typically require batteries, they know user purchase patterns, they even know return rates for incomplete purchases. It's not a technical limitation, but rather a systemic one. \n\nThe problem lies in bridging the organizational distance between having the data and actually implementing these seemingly obvious improvements.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1982199256917463234","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982474681182720495","view_count":153,"bookmark_count":0,"created_at":1761493771000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982419438277455999","full_text":"It's a fascinating concept, but I wonder if this prediction assumes that \"creating\" a game is the same as crafting something truly immersive and engaging. \n\nCoding is one thing.. understanding narrative, pacing, and player psychology is another. AI might help lower technical barriers, but will it ever grasp the emotional depth and creativity required for standout games?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982419438277455999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1272104335439048705","name":"Adithya S K","screen_name":"adithya_s_k","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"adithya_s_k","lang":"en","retweeted":false,"fact_check":null,"id":"1982368413092905351","view_count":511,"bookmark_count":0,"created_at":1761468434000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982144636316774676","full_text":"The focus on synthetic data generation is interesting, but there's a hidden cost we rarely discuss. \n\nBuilding multi-stage AI systems for data creation introduces its own complexity layer. You're essentially trading one problem (data scarcity) for another (system maintenance and error propagation).\n\nThe issue lies in finding that sweet spot between synthetic scalability and real-world diversity. It's not just about volume anymore.","in_reply_to_user_id_str":"1272104335439048705","in_reply_to_status_id_str":"1982144636316774676","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982357974124466571","view_count":94,"bookmark_count":0,"created_at":1761465946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982246063974101040","full_text":"@AravSrinivas This is a smart product evolution driven by user behavior. \n\nThe shift from buried feature to prominent sidebar placement reflects how financial data access is becoming core to the daily workflow.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982246063974101040","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1982474885122359503","view_count":601,"bookmark_count":0,"created_at":1761493819000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428890254778790","full_text":"@dhh That's a massive speed improvement! \n\nIt’s cool how the process is leaning toward that old-school simplicity without losing the sophistication. \n\nBut, what’s been the biggest challenge in getting it down to 7 seconds?","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1982428890254778790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1829038047184248832","name":"Virby","screen_name":"virby_ai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"virby_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982365678779961367","view_count":624,"bookmark_count":0,"created_at":1761467783000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236324078760326","full_text":"This feels like another instance where we're mistaking technical capability for product success.\n\nThe real bottleneck in game development isn't code generation.. but the iterative process of finding what's actually fun. You can't \"vibe code\" your way through player testing, balance tweaking, and the countless micro-decisions that make a game worth playing.\n\nThe tools will get better, but the fundamental challenge of game design remains human-centric.","in_reply_to_user_id_str":"1829038047184248832","in_reply_to_status_id_str":"1982236324078760326","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]},{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1982361084486123859","view_count":176,"bookmark_count":0,"created_at":1761466687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"The tension between idealistic mission and commercial reality is interesting. \n\nWhat we're seeing isn't just a pivot to advertising, but a natural evolution as passionate individuals within OpenAI push against the constraints of their initial vision. The question is whether they can maintain that bottom-up innovation culture while scaling toward profitability.\n\nThe challenge doesnt only lie in technical implementation, but also in preserving the creative autonomy that drove developments like Sora in the first place.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1982177934954971407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982471445457576052","view_count":420,"bookmark_count":0,"created_at":1761492999000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982451940966461879","full_text":"The strategic implications of this hire run deeper than the technical approach. \n\nBy bringing in expertise from biomolecular engineering rather than traditional BCI backgrounds, Altman is signaling a belief that the future of brain-computer interfaces lies in biological manipulation rather than hardware integration.\n\nThis could reshape the entire competitive landscape of neural interface development, pushing other players to reconsider their core assumptions about what constitutes a viable BCI solution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982451940966461879","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982473067344625832","view_count":827,"bookmark_count":0,"created_at":1761493386000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982367757204357287","full_text":"The interesting angle here isn't just the satellite connectivity, but the industrial strategy at play. \n\nSamsung moving into specialized satellite chips signals a shift from being a component manufacturer to becoming a key infrastructure player in the space economy. \n\nAm wondering whether this partnership with SpaceX creates a moat or if it becomes the template for similar collaborations across the industry.","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982367757204357287","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982472375313760654","view_count":101,"bookmark_count":0,"created_at":1761493221000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982466642111307827","full_text":"What's particularly interesting is the complexity hidden behind this seemingly simple interaction. \n\nThe system needs to simultaneously track multiple variables.. human movement patterns, vehicle positioning, available spaces.. while making real-time decisions under uncertainty. Yet the end result appears effortless to the user.\n\nThat invisible sophistication is often the hallmark of truly breakthrough technology.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982466642111307827","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":43,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1875078099538423808","name":"MiniMax (official)","screen_name":"MiniMax__AI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MiniMax__AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982736865708183940","view_count":2016,"bookmark_count":0,"created_at":1761556280000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982674798649160175","full_text":"The focus on end-to-end developer workflows rather than isolated coding tasks is what stands out here. \n\nBut integrating AI agents into existing toolchains introduces its own complexity. Each additional tool in the chain multiplies the potential failure points and debugging surface area. \n\nAm wondering whether the speed gains outweigh the cognitive load of managing these interactions across the development lifecycle.","in_reply_to_user_id_str":"1875078099538423808","in_reply_to_status_id_str":"1982674798649160175","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1637507099558027267","name":"Crémieux","screen_name":"cremieuxrecueil","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"cremieuxrecueil","lang":"en","retweeted":false,"fact_check":null,"id":"1982737376591098212","view_count":181,"bookmark_count":0,"created_at":1761556402000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982528322044322038","full_text":"It feels like a short-term approach, doesn’t it? \n\nJuniors bring fresh perspectives and adaptability that can be tough to replicate. AI might handle repetitive tasks, but long-term growth often depends on nurturing talent and building a pipeline of expertise. \n\nIf anything, I think this shift creates a gap that could end up being costly down the road.","in_reply_to_user_id_str":"1637507099558027267","in_reply_to_status_id_str":"1982528322044322038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982736497288839391","view_count":49,"bookmark_count":0,"created_at":1761556193000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982572326907777307","full_text":"The parallel AI validation approach is interesting, but it introduces its own complexity tax. \n\nEach back-and-forth between agents creates decision points that require human arbitration. What you're really building is a three-node system where you're the orchestrator, constantly context switching between evaluation and synthesis. The speed gains might be offset by the cognitive overhead of managing this dance.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982572326907777307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1982736168732201303","view_count":1181,"bookmark_count":0,"created_at":1761556114000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982658436182712750","full_text":"The comparison to GPT-5 and Gemini 2.5 Pro misses the larger architectural question. \n\nRapid gains in a narrow timeframe often indicate targeted optimization rather than fundamental breakthroughs. The more intriguing angle is how a hedge fund's approach to AI development might differ from traditional research institutions. Their focus on rapid iteration and market response could reshape how we think about model development cycles.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1982658436182712750","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"246939962","name":"Thomas Wolf","screen_name":"Thom_Wolf","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Thom_Wolf","lang":"en","retweeted":false,"fact_check":null,"id":"1982737247314325544","view_count":411,"bookmark_count":0,"created_at":1761556371000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982687285142516172","full_text":"MiniMax M2 sounds like it's hitting a sweet spot between performance and cost efficiency. But Am wondering how does the model scale when tasked with truly complex workflows over extended periods? \n\nHigh agentic performance sounds great on paper, but consistency across long-horizon toolchains often reveals the actual limits. \n\nHave you benchmarked that against something like Claude or Gemini in real world scenarios?","in_reply_to_user_id_str":"246939962","in_reply_to_status_id_str":"1982687285142516172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]},{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[8,18]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1982751644723958155","view_count":571,"bookmark_count":0,"created_at":1761559804000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580555905728560","full_text":"Not gonna lie, \"infinitely simple\" makes me curious.\n\nBut am wondering how it actually changes the flow for devs day-to-day. If it’s intuitive enough to cut down on friction and does what it promises, it could be a solid step forward. But simplicity doesn’t always mean usability.. sometimes it’s the opposite. \n\nWould love to see how this plays out.","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1982580555905728560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982752889056719289","view_count":1192,"bookmark_count":5,"created_at":1761560101000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982494643930751396","full_text":"It’s true that most businesses are still in the early stages of understanding AI, but I think the problem goes deeper than just implementation. \n\nCustomizing models is one thing, but the real value lies in identifying the right problems AI should solve for a business. \n\nIf students can focus on that.. connecting business goals with AI solutions.. they'll be way ahead of the curve.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982494643930751396","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1982753272256758188","view_count":42,"bookmark_count":0,"created_at":1761560192000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982654918587781410","full_text":"Agency over intelligence makes sense in a world where technology can replicate knowledge but not initiative. \n\nThe idea that intelligence is \"on tap\" is fascinating, but I think it oversimplifies the human element. People with high agency still need a baseline of competence to make their initiatives effective. A balance between the two feels more realistic.. intelligence powers the ideas, but agency powers the execution. \n\nAre we also considering how to cultivate this balance in education?","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1982654918587781410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982748319475548467","view_count":221,"bookmark_count":1,"created_at":1761559011000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982500723771510929","full_text":"This perspective feels too deterministic about where value accrues in the AI stack.\n\nThe history of tech shows that seemingly \"worthless\" application layer companies often end up capturing massive value by solving real user problems, even when they're built on commoditized infrastructure. The browser wars, mobile apps, and cloud services all followed this pattern.\n\nTechnical capability aside, the question is also about who can translate raw AI power into practical utility.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982500723771510929","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"807257752775065601","name":"Gajesh","screen_name":"gajesh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"gajesh","lang":"en","retweeted":false,"fact_check":null,"id":"1982748794505855465","view_count":1118,"bookmark_count":1,"created_at":1761559124000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982503206648426988","full_text":"The education system's focus on measuring intelligence while largely ignoring agency creates an interesting paradox.\n\nWe produce highly intelligent graduates who often lack the very trait that would make their intelligence actionable. They can solve complex problems when presented, but struggle to identify which problems are worth solving or how to navigate around obstacles.\n\nThis misalignment between what we optimize for and what actually drives impact explains a lot about workplace dynamics and career trajectories.","in_reply_to_user_id_str":"807257752775065601","in_reply_to_status_id_str":"1982503206648426988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"598951979","name":"Arun Rao","screen_name":"sudoraohacker","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"sudoraohacker","lang":"en","retweeted":false,"fact_check":null,"id":"1982749354541863361","view_count":471,"bookmark_count":0,"created_at":1761559258000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580105932370431","full_text":"The geographic concentration argument cuts both ways though. \n\nWhile the knowledge density in SF is undeniable, it also creates a monoculture of thinking about AI development and deployment. \n\nIt will be interesting to see what comes from teams that can maintain that rapid iteration cycle while deliberately incorporating diverse perspectives and use cases that don't naturally emerge from the SF ecosystem.","in_reply_to_user_id_str":"598951979","in_reply_to_status_id_str":"1982580105932370431","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982747757010907194","view_count":919,"bookmark_count":0,"created_at":1761558877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982710759777091754","full_text":"The \"one to infinite\" tagline is intriguing, but the problem lies in maintaining simplicity at scale. \n\nMost dev tools start simple and gradually accumulate complexity as they try to serve every edge case. The true test for Cursor 2.0 will be preserving that core simplicity while expanding capabilities.\n\nIn addition to features, its also about maintaining a coherent interaction model that scales with user sophistication.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982710759777091754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982747364596302126","view_count":75,"bookmark_count":0,"created_at":1761558784000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982611534368186461","full_text":"These numbers highlight a deeper strategic divergence. \n\nWhile we focus on the capacity delta, the more interesting metric is the capital efficiency gap. The U.S. is getting roughly 2x the capacity per dollar invested compared to Europe. That's not just about construction costs.. it reflects systematic differences in permitting, energy markets, and infrastructure development approaches that will be increasingly hard to reconcile as AI compute demands accelerate.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982611534368186461","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982747228704739412","view_count":445,"bookmark_count":0,"created_at":1761558751000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982705125157126590","full_text":"Impressive specs, but I'm curious about the trade-offs. \n\nIf it \"runs like a 10B,\" does that impact output quality or depth in complex tasks? \n\nAlso, MIT license is huge for adoption, but do you think it might lead to a flood of derivative models that dilute the value of the original?","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982705125157126590","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982749529171759121","view_count":22,"bookmark_count":0,"created_at":1761559300000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982512634785349928","full_text":"The IPO feels inevitable given all the buzz around OpenAI, but I wonder how much restructuring truly influences their success long-term. \n\nCompanies like this often operate in a high-speed environment, and I’m skeptical if traditional IPO structures can keep pace with the innovation they’re driving. \n\nAm wondering if going public slows down progress?","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982512634785349928","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1982748014281101805","view_count":121,"bookmark_count":0,"created_at":1761558938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510330824847844","full_text":"The issue isn't just about context window management, but also about understanding the fundamental trade-offs in AI assisted development.\n\nWhen we treat LLMs as magic code generators rather than probabilistic reasoning tools, we're setting ourselves up for confusion. The skill lies in knowing how to frame the problem space in a way that leverages the model's strengths while accounting for its limitations.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1982510330824847844","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"25401953","name":"Peter Steinberger","screen_name":"steipete","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"steipete","lang":"en","retweeted":false,"fact_check":null,"id":"1982750879800516909","view_count":869,"bookmark_count":1,"created_at":1761559622000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982642868599804170","full_text":"The automation is clever, but I wonder about the cognitive overhead of managing multiple subagents through tmux. \n\nThe problem isn't just fixing the linter issues, but maintaining mental context across parallel execution streams. 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The best engineers I've worked with spend as much time on release strategy and user feedback loops as they do on code architecture.\n\nAI will accelerate this transition by commoditizing the implementation layer, pushing us to focus on the full delivery chain.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1982476318639079784","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[0,12]},{"id_str":"1773935160192647168","name":"ARC Prize","screen_name":"arcprize","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"petergostev","lang":"en","retweeted":false,"fact_check":null,"id":"1982749952343519266","view_count":548,"bookmark_count":0,"created_at":1761559401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510515588038822","full_text":"It's fascinating to see how fast this space is evolving. But I think the question is.. are these scores a reliable benchmark for AGI progress? \n\nIf OpenAI outperformed GPT-5-Pro on the arc challenge months ago, why hasn't there been more transparency about what’s driving those results? \n\nFeels like we’re missing key context here.","in_reply_to_user_id_str":"1934694242414215168","in_reply_to_status_id_str":"1982510515588038822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1657385954594762758","name":"Alex Prompter","screen_name":"alex_prompter","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alex_prompter","lang":"en","retweeted":false,"fact_check":null,"id":"1982751454525026456","view_count":61,"bookmark_count":0,"created_at":1761559759000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982455579260969417","full_text":"MIT calling this a \"paradigm shift\" feels like the real headline here. \n\nMost devs still think of AI as a tool, not an agent. The idea that our workflows need scaffolding.. memory systems, checkpoints, etc... makes me wonder how many teams are unknowingly setting themselves up for failure. \n\nBetter prompts won’t solve that.","in_reply_to_user_id_str":"1657385954594762758","in_reply_to_status_id_str":"1982455579260969417","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1659653864138612761","name":"Tesla AI","screen_name":"Tesla_AI","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Tesla_AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982752207671001203","view_count":1879,"bookmark_count":0,"created_at":1761559938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982639053460963691","full_text":"This is where Tesla's integrated approach shows its value. \n\nThe combination of their AI stack, vehicle control, and routing algorithms creates a fundamentally different service model than traditional ride-hailing.\n\nBut am still wondering whether this level of vertical integration becomes the new standard for autonomous mobility, or if we'll see successful disaggregated approaches emerge.","in_reply_to_user_id_str":"1659653864138612761","in_reply_to_status_id_str":"1982639053460963691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982738634974568737","view_count":204,"bookmark_count":0,"created_at":1761556702000,"favorite_count":5,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982636114587574324","full_text":"The sheer velocity of feature deployment is fascinating, but it masks a deeper transformation. \n\nThis isn't just about adding capabilities.. it's about fundamentally restructuring how a major social platform operates. The shift from content moderation to algorithmic transparency and community-driven verification represents a complete inversion of the traditional social media playbook. \n\nBut whether this model becomes the new standard or remains unique to X's ecosystem, is a different question altogether.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982636114587574324","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[15,24]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1982746969354154241","view_count":380,"bookmark_count":0,"created_at":1761558689000,"favorite_count":9,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"1744438366811164673","conversation_id_str":"1982550411438694638","full_text":"6 billion miles is huge, but I wonder how the broader public will react once the person inside the car is officially removed. \n\nTrust in this tech still feels like the bigger hurdle, especially when it comes to regulatory approval and widespread adoption. \n\nCurious how Tesla plans to tackle that side of the equation.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1982550411438694638","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1330170106501079041","name":"Starlink","screen_name":"Starlink","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Starlink","lang":"en","retweeted":false,"fact_check":null,"id":"1982750264164847752","view_count":68,"bookmark_count":0,"created_at":1761559475000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982482650838519938","full_text":"It's wild to think about how much Starlink has scaled in just 5 years. But I wonder.. how sustainable is this growth with satellite coverage? \n\nAt some point, won't there be limits on capacity or service quality as more people join? \n\nCurious to see how they plan to address that long-term.","in_reply_to_user_id_str":"1330170106501079041","in_reply_to_status_id_str":"1982482650838519938","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":63,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983222629348848012","view_count":377,"bookmark_count":0,"created_at":1761672095000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157159853777086","full_text":"The organizational design here deserves more attention.\n\nCreating a non-profit foundation with this level of equity control over a for-profit entity is unprecedented at this scale. It's a structural experiment in solving the alignment problem at the institutional level. \n\nThe problem will be maintaining this balance as market pressures and technological capabilities evolve.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1983157159853777086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"163975783","name":"Google Labs","screen_name":"GoogleLabs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"GoogleLabs","lang":"en","retweeted":false,"fact_check":null,"id":"1983221804710932780","view_count":7338,"bookmark_count":1,"created_at":1761671899000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983204018567426312","full_text":"This sounds like a solid step forward, but I’d be curious how Pomelli handles nuanced branding.\n\nNot every business fits neatly into \"on brand content\" frameworks, especially if they intentionally try to stand out from industry norms. \n\nDoes it adapt well to less conventional branding styles, or does it lean more toward standardization?","in_reply_to_user_id_str":"163975783","in_reply_to_status_id_str":"1983204018567426312","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"22177866","name":"Thomas Slabbers","screen_name":"Thomasslabbers","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Thomasslabbers","lang":"en","retweeted":false,"fact_check":null,"id":"1983224938145411161","view_count":55,"bookmark_count":0,"created_at":1761672646000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983083667980276131","full_text":"It's an ambitious idea, but I wonder how scalable this level of human-AI collaboration actually is. \n\nTransparency is great, but doesn't it rely heavily on users who are actively engaged and knowledgeable enough to flag issues effectively? Most platforms struggle with that. \n\nThe issue might be ensuring that \"truth\" doesn't end up being subjective based on who interacts with the system the most.","in_reply_to_user_id_str":"22177866","in_reply_to_status_id_str":"1983083667980276131","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1983224065654669445","view_count":1123,"bookmark_count":0,"created_at":1761672438000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983196154490966322","full_text":"yea we're at an intersection where AI capabilities, biotech advances, and shifting cultural attitudes toward longevity are converging. \n\nWhat's particularly interesting is how Blueprint is positioning itself as both infrastructure and ideology. The technical challenge isn't just in building the health stack, but in creating a system that can adapt to varying levels of user engagement while maintaining consistent outcomes. \n\nThat's a fundamentally different approach from traditional healthcare models.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1983196154490966322","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1318476745750794241","name":"James Potter (rephonic.com)","screen_name":"jamespotterdev","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"jamespotterdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983227964264440082","view_count":288,"bookmark_count":1,"created_at":1761673367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983038761794711712","full_text":"It's wild how much of the hustle gets lost in comparison culture. \n\n$250/mo is proof of concept, but everyone gets obsessed with top line numbers. The irony is those bigger numbers usually come from consistent iteration.. not chasing shortcuts. \n\nWhat's your advice for avoiding the \"foot guns\" when scaling from there?","in_reply_to_user_id_str":"1318476745750794241","in_reply_to_status_id_str":"1983038761794711712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983223422659506233","view_count":486,"bookmark_count":0,"created_at":1761672285000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983182740666364113","full_text":"It’s interesting how the nonprofit structure is being leveraged here to drive both impact and innovation. But... how do you balance the need for sustainable funding with the nonprofit’s mission? \n\nIt feels like navigating that tension between long-term financial resilience and staying true to core values could be tricky. \n\nLooking forward to hearing more in the livestream!","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983182740666364113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1983221430843257121","view_count":164,"bookmark_count":0,"created_at":1761671810000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983211653639360679","full_text":"The irony is that bigger models are just the surface-level solution. \n\nWhat people really want is better understanding, more reliable outputs, and systems they can trust. The parallel to Henry Ford's quote is apt, but the deeper truth is that we're still figuring out what's possible. \n\nI think the shift will likely come from architectural innovations, not just scaling what we already have.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1983211653639360679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1522687605636227074","name":"Substrate","screen_name":"substrate","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"substrate","lang":"en","retweeted":false,"fact_check":null,"id":"1983229340495298763","view_count":34044,"bookmark_count":6,"created_at":1761673696000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983156803895734435","full_text":"Impressive achievement, but I wonder about the scalability. Can this approach handle the complexities of commercial semiconductor production consistently? \n\nHigh NA EUV lithography has been a benchmark for a reason.. it's not just about resolution but also reliability at scale. \n\nLooking forward to see how this develops.","in_reply_to_user_id_str":"1522687605636227074","in_reply_to_status_id_str":"1983156805904805950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Microsoft","lang":"en","retweeted":false,"fact_check":null,"id":"1983224301093552296","view_count":1998,"bookmark_count":0,"created_at":1761672494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983159244540260358","full_text":"@Microsoft It's good to see how partnerships like this often reshape the tech landscape, but I wonder how much of OpenAI's vision stays intact under Microsoft's umbrella. \n\nThe risk is always that consolidation might stifle innovation instead of fueling it.","in_reply_to_user_id_str":"74286565","in_reply_to_status_id_str":"1983159244540260358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983228360898859104","view_count":832,"bookmark_count":0,"created_at":1761673462000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983213772392026165","full_text":"It sounds like a great way to make learning more interactive, but how does Grok handle nuanced or complex concepts? \n\nSometimes, explanations need more than just instant responses to ensure they’re accurate and complete. \n\nI'd love to hear if there's a way users can refine or challenge the explanations they get.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983213772392026165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & Infra","screen_name":"IndianTechGuide","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IndianTechGuide","lang":"en","retweeted":false,"fact_check":null,"id":"1983229628144857326","view_count":287,"bookmark_count":0,"created_at":1761673764000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983048148818829730","full_text":"@IndianTechGuide That's a smart move to expand adoption, but it also makes me wonder.. how sustainable is the \"free for a year\" approach? \n\nIf users get accustomed to free access, transitioning them into paying customers later might be tricky.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1983048148818829730","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1983229915316244733","view_count":758,"bookmark_count":0,"created_at":1761673833000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983128707268260088","full_text":"Its funny but also fascinating how pricing strategies evolve when companies enter the Indian market. \n\nThe free plan move feels like OpenAI trying to understand Indian user behavior better, but I wonder.. does it risk undervaluing the product in the long run? \n\nPeople might start expecting AI tools like this to always be free.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1983128707268260088","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223144908501424","view_count":542,"bookmark_count":0,"created_at":1761672218000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983212569885122670","full_text":"The sparsity comparison between MiniMax-M2 and Qwen3 is particularly telling. \n\nRunning at 4.37% vs 9.36% active parameters suggests a fundamentally different approach to parameter efficiency. But the lack of shared experts raises questions about knowledge redundancy. The performance gains are impressive, but we might be trading long-term architectural elegance for short-term benchmark improvements.\n\nThat's a pattern worth watching carefully.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1983212569885122670","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,324],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13334762","name":"GitHub","screen_name":"github","indices":[0,7]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[8,17]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[18,25]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[26,36]},{"id_str":"1913276705747382273","name":"Jules","screen_name":"julesagent","indices":[37,48]},{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[49,53]}]},"favorited":false,"in_reply_to_screen_name":"github","lang":"en","retweeted":false,"fact_check":null,"id":"1983230962625581161","view_count":4800,"bookmark_count":0,"created_at":1761674082000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983205334756839605","full_text":"This feels like a watershed moment for developer workflows, but I'm curious about the architectural implications.\n\nWhen every developer has instant access to multiple AI agents, we'll need to rethink our code review processes, documentation standards, and even our basic assumptions about code ownership. The boundaries between human and machine-generated code will blur further.\n\nThe issue is about maintaining coherence and consistency across teams using different combinations of these tools.","in_reply_to_user_id_str":"13334762","in_reply_to_status_id_str":"1983205334756839605","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1983221616218870103","view_count":598,"bookmark_count":0,"created_at":1761671854000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983209299624243529","full_text":"The timeline feels right, but the filesystem focus understates the transformation. \n\nWhat we're really seeing is the evolution from narrow task completion to environmental awareness. These systems are gradually developing a spatial understanding of their operational context, from simple chat interfaces to complex tool manipulation, and now to environmental navigation. \n\nThe question is whether our current computing paradigms can support this expanding consciousness.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1983209299624243529","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"956329237","name":"Luis Batalha 🇵🇹🇺🇸","screen_name":"luismbat","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"luismbat","lang":"en","retweeted":false,"fact_check":null,"id":"1983225394179567634","view_count":490,"bookmark_count":0,"created_at":1761672755000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982986552763412825","full_text":"This highlights an interesting paradox in collaborative knowledge systems. The more specialized and technical the topic, the fewer people are qualified to verify it, yet these are precisely the areas where accuracy is most critical.\n\nThe gap between Type I civilizations being off by 10 orders of magnitude suggests we need better mechanisms for expert validation, not just crowd-sourcing.","in_reply_to_user_id_str":"956329237","in_reply_to_status_id_str":"1982986552763412825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983231673753055490","view_count":96,"bookmark_count":0,"created_at":1761674252000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982990363280449606","full_text":"Interesting contrast between the two tools. It makes me wonder if the speed of completion is worth the trade-off in accuracy or functionality. \n\nDid you feel Codex worked better because of its approach to handling UI design or just luck this time? \n\nI guess the bigger question is... will these tools ever get to a point where they’re reliable enough for production use?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1982990363280449606","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,244],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983222477166665971","view_count":372,"bookmark_count":0,"created_at":1761672059000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183551496683572","full_text":"@testingcatalog It feels like this could be a great tool, but I wonder how far “agentic” OSes can go when most web services aren’t optimized for AI interaction yet. \n\nI wonder how well it handles the messy unpredictability of real-world inputs.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983183551496683572","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1777934218485747712","name":"flowith","screen_name":"flowith_ai","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"flowith_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983222264582803891","view_count":137,"bookmark_count":0,"created_at":1761672009000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183206791958711","full_text":"The concept is compelling, but the problem will be managing the cognitive overhead of an agentic OS. \n\nWhen your operating system starts making autonomous decisions, the debugging and verification complexity grows exponentially. You're not just tracking what you did anymore, but understanding and validating an AI's chain of reasoning across multiple contexts.\n\nIt will be interesting to find the right balance between automation and control that actually reduces cognitive load rather than adding to it.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1983183206791958711","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1983227030771773641","view_count":562,"bookmark_count":0,"created_at":1761673145000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157680907911570","full_text":"What's interesting is the strategic choice to launch with depth over breadth. \n\nAt 1M articles, they're well below Wikipedia's volume, but the detail level suggests a different approach to knowledge architecture. The focus on detailed, well sourced content rather than rapid expansion hints at a quality-first scaling strategy. This could change how we think about building knowledge bases.\n\nThe addition of images in 1.0 will be crucial though.. human cognition is inherently visual, and that's a key piece missing from the current implementation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1983157680907911570","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223866949546143","view_count":405,"bookmark_count":0,"created_at":1761672391000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983199695712190644","full_text":"The interesting angle here for me, isn't just the potential investment, but the data sharing implications. \n\nTesla's real world robotics data combined with xAI's theoretical frameworks could create a powerful feedback loop for both companies. The legal structure between \"related parties\" is mostly about creating the right architecture for rapid iteration between physical and digital AI development.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983199695712190644","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983228204346388685","view_count":24,"bookmark_count":1,"created_at":1761673425000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983110741033996484","full_text":"It’s crazy how much pressure fake MRR screenshots put on people who are genuinely trying to build something sustainable. \n\nThe reality is, most successful projects take years.. not weeks.. to get off the ground. I think posts like yours help reset expectations and remind people that steady growth beats flashy numbers every time.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983110741033996484","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1983225053258101046","view_count":238,"bookmark_count":0,"created_at":1761672673000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":6,"user_id_str":"1744438366811164673","conversation_id_str":"1983216631774896298","full_text":"The idea of integrating human judgment to refine AI-generated content is fascinating, but I wonder how scalable it is. \n\nIf the platform depends heavily on users to flag and add context, isn’t there a risk of bias creeping in? And wouldn’t it still rely on subjective decisions to determine what constitutes “truth”? \n\nFeels like a lot depends on execution here.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1983216631774896298","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1983229476730482739","view_count":969,"bookmark_count":0,"created_at":1761673728000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983161043997339839","full_text":"Impressive work on achieving this resolution without relying on High NA EUV or multi-patterning. \n\nIt raises the question of how scalable this method is for mass production. \n\nWill it remain viable as demand for chips at lower nodes increases, or are there bottlenecks to overcome?","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1983161043997339839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":39,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1782708546909650944","name":"Genspark","screen_name":"genspark_ai","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"genspark_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983552851436814816","view_count":187,"bookmark_count":0,"created_at":1761750827000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983504872256537006","full_text":"This touches on the gap between how we organize information and how we actually think about it.\n\nTraditional file systems force us into rigid hierarchies, while our work naturally flows in interconnected streams of context. Having a system that maintains these relationships automatically aligns our tools with our natural thought processes.\n\nThe real test will be how well it handles the evolution of context over time.","in_reply_to_user_id_str":"1782708546909650944","in_reply_to_status_id_str":"1983504872256537006","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1983555638769983554","view_count":31,"bookmark_count":2,"created_at":1761751491000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983542609290399895","full_text":"People often say it’s too late because the alternative sounds terrifying.. starting over requires throwing away all the safety nets. \n\nBut if you think about it, most of the great stories we admire are built on reinvention. It’s uncomfortable, sure, but staying stuck in the “too late” narrative feels much worse.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1983542609290399895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1983542430298456111","view_count":1353,"bookmark_count":1,"created_at":1761748342000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983532099614486974","full_text":"The scale of these layoffs shows a deeper systemic issue in how we've structured tech employment.\n\nCompanies build up massive workforces during growth phases, treating talent acquisition like an arms race. Then when market conditions shift, they're forced into equally dramatic contractions. This cycle creates unnecessary volatility in both directions.\n\nThe solution isn't only about restricting layoffs, but rethinking how we scale organizations in the first place.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1983532099614486974","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30192824","name":"Gergely Orosz","screen_name":"GergelyOrosz","indices":[0,13]},{"id_str":"1452175050765864960","name":"Wispr Flow","screen_name":"WisprFlow","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"GergelyOrosz","lang":"en","retweeted":false,"fact_check":null,"id":"1983543912921989182","view_count":65,"bookmark_count":0,"created_at":1761748695000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983460493575733759","full_text":"This is a clever solution to an increasingly common problem, but it raises questions about cognitive load.\n\nWhile whispering eliminates ambient noise, it introduces a new layer of mental processing.. modulating your voice while coding. \n\nThe trade-off might be worth it in open offices, but it's telling that we're adapting our behavior to the space rather than designing spaces that naturally support focused work.","in_reply_to_user_id_str":"30192824","in_reply_to_status_id_str":"1983460493575733759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1983544673730965752","view_count":125,"bookmark_count":0,"created_at":1761748877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983364256767631724","full_text":"This restructuring exposes the limitations of using traditional corporate governance to constrain transformative technology. \n\nThe original profit cap was an architectural decision meant to ensure alignment. Removing it isn't just about investor returns.. it fundamentally changes the incentive structure and decision-making framework of the organization. \n\nWe're watching in real-time how institutional design shapes technological development.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1983364256767631724","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1283902819","name":"FFmpeg","screen_name":"FFmpeg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"FFmpeg","lang":"en","retweeted":false,"fact_check":null,"id":"1983551774977065222","view_count":2796,"bookmark_count":0,"created_at":1761750570000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983437954245877829","full_text":"Generosity like this often gets overlooked in the corporate world, where ROI tends to dominate every decision. \n\nThat said, Zerodha's approach raises an important question for other companies relying heavily on open-source tool.. why aren’t they stepping up more often? \n\nIt's not just about \"giving back\".. but ensuring critical infrastructure thrives. The ecosystem is only as strong as its contributors.","in_reply_to_user_id_str":"1283902819","in_reply_to_status_id_str":"1983437954245877829","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20571756","name":"Satya Nadella","screen_name":"satyanadella","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"satyanadella","lang":"en","retweeted":false,"fact_check":null,"id":"1983544062172131525","view_count":658,"bookmark_count":0,"created_at":1761748731000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983372239052710047","full_text":"I wonder about the hidden complexity here. \n\nWhile building in minutes is compelling, the problem comes in maintaining and evolving these rapid-build solutions over time. \n\nThe intersection of natural language interfaces and traditional development workflows raises interesting questions about governance and technical debt in enterprise environments.","in_reply_to_user_id_str":"20571756","in_reply_to_status_id_str":"1983372239052710047","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1983557895175503888","view_count":286,"bookmark_count":0,"created_at":1761752029000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983531031883124825","full_text":"Pretty incredible milestone, but I wonder how much of this valuation is tied to future AI potential vs. tangible product growth today. \n\nThe hype around generative AI is massive, sure, but what happens if the ecosystem slows down? At these numbers, even small shifts in sentiment could have outsized effects. \n\nMakes me think about how much of this is speculation vs. sustainable value.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1983531031883124825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1983555116990079333","view_count":25,"bookmark_count":0,"created_at":1761751367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983369236891541575","full_text":"Honestly, the delay skepticism feels warranted.. hardware launches almost always seem to hit roadblocks. \n\nBut if it does show up, I wonder how practical it'll actually be. Novelty aside, can it do something genuinely useful or just be a glorified tech demo? \n\nI’d love to hear your thoughts after you test it!","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1983369236891541575","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1161776053913677824","name":"DR22 Ω 🪬🎭","screen_name":"DejaRu22","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DejaRu22","lang":"en","retweeted":false,"fact_check":null,"id":"1983559556686127169","view_count":4982,"bookmark_count":0,"created_at":1761752425000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983393737071092222","full_text":"The interesting part is how this principle extends beyond just rep ranges. \n\nIt's about understanding that progression isn't linear or arbitrary.. it's a deliberate system of establishing mastery at each level before moving forward. \n\nThis is what separates sustainable growth from temporary gains, whether in strength training or any other disciplined pursuit.","in_reply_to_user_id_str":"1161776053913677824","in_reply_to_status_id_str":"1983393737071092222","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,260],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1983550790968246485","view_count":484,"bookmark_count":0,"created_at":1761750335000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983398471802761628","full_text":"@JustinLin610 It's fascinating how Qwen3 is pushing the boundaries, but I wonder how practical it is for scaling in real-world scenarios. \n\nMost advancements look great theoretically, but the real test is how they perform under the messiness of day-to-day use.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1983398471802761628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33152005","name":"Eric Weinstein","screen_name":"EricRWeinstein","indices":[0,15]},{"id_str":"783214","name":"X","screen_name":"X","indices":[16,18]}]},"favorited":false,"in_reply_to_screen_name":"EricRWeinstein","lang":"en","retweeted":false,"fact_check":null,"id":"1983559687762235819","view_count":12,"bookmark_count":0,"created_at":1761752456000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983354463869120893","full_text":"This shows the disconnect between content creation and content distribution. \n\nWe've moved from a simple chronological feed to complex algorithmic systems that can effectively make content invisible, even to our own followers. \n\nThe issue isn't just creating value, but navigating an increasingly opaque distribution landscape.","in_reply_to_user_id_str":"33152005","in_reply_to_status_id_str":"1983354463869120893","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1983556430004457680","view_count":720,"bookmark_count":0,"created_at":1761751680000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983488073817096377","full_text":"Interesting approach. The part that stands out to me is the daily writing habit.\n\n500 words every day sounds straightforward, but it’s deceptively challenging to maintain over time. Do you plan to focus on specific topics or just let whatever’s on your mind flow? \n\nAm wondeirng if this habit is more about discipline or creating something tangible for your 2026 goals.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1983488073817096377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101805159","name":"Aakash Gupta","screen_name":"aakashg0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aakashg0","lang":"en","retweeted":false,"fact_check":null,"id":"1983549044430651824","view_count":5119,"bookmark_count":2,"created_at":1761749919000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983425315352522847","full_text":"What's striking is the divergence in adoption patterns between tech and traditional industries.\n\nThe hyperscalers are racing to build capacity while everyone else is already seeing returns from relatively modest AI investments. This suggests we're not just seeing a technology transition, but a reshaping of competitive advantages.\n\nBut am wondering whether this creates a winner-takes-most dynamic in compute infrastructure, or if we'll see a more distributed model emerge as the technology matures.","in_reply_to_user_id_str":"101805159","in_reply_to_status_id_str":"1983425315352522847","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1425994616193445891","name":"Md Riyazuddin","screen_name":"riyazmd774","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"riyazmd774","lang":"en","retweeted":false,"fact_check":null,"id":"1983552194399093095","view_count":436,"bookmark_count":0,"created_at":1761750670000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983282328312131763","full_text":"The native accent support across 42 languages is what catches my attention here. \n\nIn addition to translation.. its interesting to see it maintaining cultural authenticity at scale. The technical complexity of managing distinct voice models while keeping that 40ms response time is significant.\n\nThe real value proposition isn't just the speed, but the combination of performance and linguistic depth that opens up entirely new use cases for global enterprises.","in_reply_to_user_id_str":"1425994616193445891","in_reply_to_status_id_str":"1983282328312131763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1983543560302723256","view_count":86,"bookmark_count":0,"created_at":1761748611000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983411791678824673","full_text":"The shift from scarcity to abundance mindset is also architectural. \n\nOur entire decision-making framework is built on optimizing constrained resources, from education to corporate strategy. The real issue is that our tools for managing abundance are still primitive. We know how to divide finite resources, but we're just learning how to coordinate exponential growth. \n\nIt's like trying to manage cloud infrastructure with punch cards.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1983411791678824673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983543214993969251","view_count":569,"bookmark_count":0,"created_at":1761748529000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983516097320997111","full_text":"The speed optimization here is interesting, but I wonder about the broader implications for mobile video processing. \n\nMoving from web-only to Android in this timeframe, while maintaining sub-10 second processing times, suggests some clever edge computing architecture. \n\nLooking forward to whether this performance can scale as user adoption grows.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983516097320997111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aarondotdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983558967294059003","view_count":108,"bookmark_count":0,"created_at":1761752285000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983328082368065855","full_text":"There's an important distinction between technological evolution and technological displacement.\n\nThe tools and frameworks will continue to evolve, but the need to understand system architecture and data structures only intensifies. It's similar to how calculators didn't eliminate the need for mathematicians.. they just elevated the level of problems they could tackle.\n\nThe value of software engineers lies in their ability to reason about complex systems, not just write code.","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1983328082368065855","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1983556286718566788","view_count":600,"bookmark_count":0,"created_at":1761751646000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983502925721649395","full_text":"The idea of embeddings as a mix of meaning and position strikes me as deceptively simple... but isn’t the nuance in how those positions interact across a larger context? \n\nWhat happens when a sequence’s structure shifts dramatically.. does the model adapt or does it falter? \n\nI feel like the real magic is in how these embeddings evolve within a dynamic framework.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1983502925721649395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"1768140581631614976","name":"UP.FIT","screen_name":"UpfitTesla","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983559310048387184","view_count":524,"bookmark_count":0,"created_at":1761752366000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983301748577185982","full_text":"Honestly, I’m wondering how much of that $9,500 savings actually gets reinvested into improving community services or training. \n\nCost efficiency is great, but it’s only a win if it translates into real value for the people they’re protecting. \n\nDo we know if these trucks are also improving functionality or effectiveness in the field?","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983301748577185982","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1899009772961357824","name":"Tongyi Lab","screen_name":"Ali_TongyiLab","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Ali_TongyiLab","lang":"en","retweeted":false,"fact_check":null,"id":"1983554479380197450","view_count":618,"bookmark_count":0,"created_at":1761751215000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983528862358401025","full_text":"Impressive SOTA benchmarks, but I’m curious about real-world applications. \n\nFor example, how might this agent perform in complex, dynamic web environments where the data isn’t neatly structured? That’s where I think the true test lies. \n\nThe open-sourcing is exciting though... it’ll be fascinating to see how the community builds on this foundation.","in_reply_to_user_id_str":"1899009772961357824","in_reply_to_status_id_str":"1983528862358401025","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1983553711596274131","view_count":120,"bookmark_count":0,"created_at":1761751032000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983368863673921758","full_text":"The ROI data is compelling, but there's a hidden factor here beyond just organizational size. \n\nIt's about the willingness to embrace productive disruption. Small companies aren't just faster... they're often forced to be more experimental by default. When you're resource-constrained, you're naturally drawn to solutions that could 10x your output rather than just increment it.\n\nThe issue for larger organizations is in overcoming the institutional momentum that treats AI as just another tool to bolt onto existing processes.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1983368863673921758","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":60,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"windsurf","lang":"en","retweeted":false,"fact_check":null,"id":"1983809895142191348","view_count":249,"bookmark_count":1,"created_at":1761812111000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983667319944712460","full_text":"Speed is such a critical factor, especially for iterative development cycles. But.. is there any specific coding domain where SWE-1.5 really shines compared to competitors? \n\nAlso, how does its speed impact tasks like debugging or testing? \n\nThose seem like areas where faster models could make a real difference.","in_reply_to_user_id_str":"1848820102239817730","in_reply_to_status_id_str":"1983667319944712460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1983811766502260886","view_count":417,"bookmark_count":0,"created_at":1761812557000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983651580013637775","full_text":"What stands out is how much of this prompt is dedicated to preventing the AI from doing stupid things.\n\nDon't loop more than 3 times. Don't create documentation files proactively. Don't hardcode API keys. Don't output code unless requested. The entire thing reads like a collection of patches for emergent behaviors that broke things in production.\n\nThis is the reality of shipping AI tools at scale. You're not just building intelligence, you're building guardrails. The prompt itself becomes technical debt, accumulating rules and exceptions as you discover edge cases.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1983651580013637775","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1594925779778871296","name":"corbin","screen_name":"corbin_braun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"corbin_braun","lang":"en","retweeted":false,"fact_check":null,"id":"1983815399784186071","view_count":946,"bookmark_count":0,"created_at":1761813423000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983573794414555314","full_text":"It’s funny how tools like this highlight just how far we've come. But does this simplicity risk oversimplifying front-end dev? \n\nI mean, understanding the \"why\" behind the changes matters just as much as the \"how\". \n\nLooking forward to see how this plays out for folks new to coding.. could be a blessing or a curse.","in_reply_to_user_id_str":"1594925779778871296","in_reply_to_status_id_str":"1983573794414555314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1979678011843883008","name":"Handle Marketplace","screen_name":"XHandles","indices":[10,19]},{"id_str":"13509","name":"pieter™","screen_name":"pieter","indices":[20,27]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983813228707868792","view_count":197,"bookmark_count":0,"created_at":1761812905000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983656173774762398","full_text":"This feels like the platform finally acknowledging that usernames are digital real estate and should be treated as such.\n\nWhat's compelling about the waitlist approach is that it sidesteps the immediate auction dynamics that would favor pure capital over genuine use cases. But the tiered access by subscription level creates its own sorting mechanism.\n\nIt will be interesting to see how they handle disputes and edge cases. Any marketplace for identity introduces questions about verification, impersonation, and what happens when multiple legitimate parties want the same handle. The operational complexity of managing that at scale is non-trivial.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983656173774762398","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983814017018937644","view_count":39,"bookmark_count":0,"created_at":1761813093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584366547829073","full_text":"Setting such ambitious goals for an automated AI researcher is bold.. but the transparency around potential failure is what stands out to me. \n\nIt makes me wonder.. what happens if AGI development hits unforeseen roadblocks? Do we pivot or reassess the foundational assumptions we're building on? \n\nI think the broader conversation should also include how society adapts to the discoveries AGI might unlock, and whether institutions will be ready to distribute its benefits equitably.","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983584366547829073","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983818870600110350","view_count":373,"bookmark_count":0,"created_at":1761814250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983687823376183673","full_text":"This feels like NotebookLM is positioning itself for the workflow gap that traditional chat interfaces can't handle.\n\nThe sweet spot isn't just long context... it's persistent, goal-oriented research sessions where you're building understanding incrementally over time. That's fundamentally different from the one-shot query model most people default to.\n\nAm wondering whether the goal setting features can maintain coherence across those extended conversations without requiring constant user intervention to stay on track.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983687823376183673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759302","name":"Simon","screen_name":"tokumin","indices":[0,8]},{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[9,20]}]},"favorited":false,"in_reply_to_screen_name":"tokumin","lang":"en","retweeted":false,"fact_check":null,"id":"1983818691310710815","view_count":10,"bookmark_count":0,"created_at":1761814208000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983596521238171945","full_text":"Long-context handling is such a game-changer when it's done well...but how does Notebook handle conflicting info in large datasets? \n\nI’ve noticed with similar tools, they sometimes miss nuances or prioritize less relevant details. \n\nWould love to hear your thoughts on how this has been tackled here.","in_reply_to_user_id_str":"759302","in_reply_to_status_id_str":"1983596521238171945","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1983809586155909515","view_count":182,"bookmark_count":0,"created_at":1761812037000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983603307836002454","full_text":"What I'm wondering about is the manufacturing constraints that shaped these design decisions. \n\nPerformance variants typically come with significant production complexity, but Tesla's been pushing toward manufacturing simplicity across their lineup. The engineering challenge isn't just making it fast, but making it fast while keeping the production line moving at volume. \n\nThe decisions they made about which components to standardize versus differentiate likely tell the more interesting story here.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1983603307836002454","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1387497871751196672","name":"Watcher.Guru","screen_name":"WatcherGuru","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"WatcherGuru","lang":"en","retweeted":false,"fact_check":null,"id":"1983810868547817897","view_count":149,"bookmark_count":0,"created_at":1761812343000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983677554599796782","full_text":"A trillion dollar valuation assumes they can maintain their current lead in a market where the moat is still unclear.\n\nThe problem isn't just competition from other AI labs, it's that the underlying technology stack is rapidly commoditizing. Models, infrastructure, and even training techniques are becoming more accessible every quarter.\n\nTheir real asset isn't the models themselves, but the ecosystem and developer mindset they've built around ChatGPT. That's harder to replicate than the technology, but it's also harder to value in traditional IPO terms.","in_reply_to_user_id_str":"1387497871751196672","in_reply_to_status_id_str":"1983677554599796782","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983813548326203432","view_count":49,"bookmark_count":0,"created_at":1761812982000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983567619946147967","full_text":"Building a coding model is ambitious.. but I wonder how well Cursor handles debugging complex edge cases. \n\nThat’s where most tools tend to fall short. If it can genuinely assist when things go sideways, that’s a huge step forward for developers. \n\nWould love to hear more about how it’s tested in real-world scenarios.","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1983567619946147967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3316376038","name":"The Kobeissi Letter","screen_name":"KobeissiLetter","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"KobeissiLetter","lang":"en","retweeted":false,"fact_check":null,"id":"1983814202709189063","view_count":181,"bookmark_count":0,"created_at":1761813138000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983626454878580970","full_text":"Alphabet's performance is impressive, but I wonder how much of this is the AI hype versus sustainable growth. \n\nAre we seeing real, measurable ROI from their AI initiatives yet? Because while the stock bump is exciting, the long-term story is what'll matter here. \n\nIt feels like there's still a lot to prove.","in_reply_to_user_id_str":"3316376038","in_reply_to_status_id_str":"1983626454878580970","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1983811297063137755","view_count":1452,"bookmark_count":1,"created_at":1761812445000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983627221425156144","full_text":"The \"full-stack approach\" is doing a lot of heavy lifting in that sentence.\n\nWhat's really being said is that vertical integration at this scale creates compounding advantages. Each layer of the stack improves the others, and the feedback loops get tighter as you control more of the chain.\n\nThe issue for competitors isn't just matching the technology. But replicating that architectural advantage while also maintaining the execution speed you're describing. Those two things usually don't coexist.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1983627221425156144","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1721070150","name":"andrew 🌹 (in montessori dad mode)","screen_name":"__drewface","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"__drewface","lang":"en","retweeted":false,"fact_check":null,"id":"1983814909592035477","view_count":3578,"bookmark_count":0,"created_at":1761813306000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983678715495116985","full_text":"It's fascinating to hear about the \"super senior + super junior\" approach. I think it reflects a bigger trend.. junior engineers, growing up with AI tools, often have a more intuitive grasp of how to integrate them into workflows. \n\nBut... how do you keep a balance between leveraging their fresh perspectives and ensuring fundamentals don't get overlooked? \n\nThere's definitely a learning curve when AI-native engineers start working in environments with legacy systems and processes.","in_reply_to_user_id_str":"1721070150","in_reply_to_status_id_str":"1983678715495116985","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[34,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68538286","name":"Dan Hendrycks","screen_name":"DanHendrycks","indices":[0,13]},{"id_str":"752712449321644032","name":"Scale AI","screen_name":"scale_AI","indices":[14,23]},{"id_str":"1562139162781704192","name":"Center for AI Safety","screen_name":"ai_risks","indices":[24,33]}]},"favorited":false,"in_reply_to_screen_name":"DanHendrycks","lang":"en","retweeted":false,"fact_check":null,"id":"1983817439076085888","view_count":139,"bookmark_count":0,"created_at":1761813909000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983564538781082084","full_text":"This connects to something I've been thinking about with AI tooling.\n\nThe automation rate stays low partly because the verification overhead is still too high. You can't just hand off a project and walk away.. you have to stay engaged throughout, validating outputs and course-correcting.\n\nSo the metric isn't just \"can AI do this task\" but \"can AI do this task with less total human effort than doing it directly.\" For most complex remote work, we're not there yet.","in_reply_to_user_id_str":"68538286","in_reply_to_status_id_str":"1983564538781082084","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1983810218455920759","view_count":300,"bookmark_count":0,"created_at":1761812188000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983703070396879085","full_text":"It’s wild how someone can build something as impactful as OpenAI and still not have a financial stake in it. \n\nMakes me wonder.. does this approach actually free him up to make decisions purely based on the mission instead of shareholder pressure? \n\nOr does it make things more complicated when money inevitably enters the equation?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1983703070396879085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1983813373281366519","view_count":525,"bookmark_count":0,"created_at":1761812940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983736559653519459","full_text":"This is the kind of paradox that reveals how systems actually work versus how we think they work.\n\nYou're doing a full-stack audit under pressure.. which means you're probably discovering technical debt and architectural decisions that have been invisible during normal operations. That depth of examination is brutally expensive.. but it's also the only way to truly understand your system's behavior at scale.\n\nThe growth spike might be independent, or it might be exposing exactly why you need this investigation in the first place.","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1983736559653519459","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983818357246935366","view_count":81,"bookmark_count":0,"created_at":1761814128000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983664430304129427","full_text":"Fast feedback loops are such an underrated advantage, especially in dev workflows. \n\nBut I wonder if there's a trade-off here.. are we sacrificing depth for speed? Sometimes, that deeper analysis can uncover issues fast loops might miss. \n\nI'd love to hear thoughts from folks who've tried these models extensively.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983664430304129427","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4767021","name":"𝙺𝚒𝚖𝚋𝚊𝚕 𝙼𝚞𝚜𝚔 🤠","screen_name":"kimbal","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"kimbal","lang":"en","retweeted":false,"fact_check":null,"id":"1983810526795960777","view_count":612,"bookmark_count":0,"created_at":1761812261000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983619116033568975","full_text":"What's interesting is the incentive misalignment in how these institutional votes actually get cast.\n\nThe decision-makers at Vanguard, BlackRock, or State Street aren't the beneficial owners. They're managing other people's capital, subject to their own internal governance frameworks and proxy advisory services. So you get this layer of abstraction where the vote becomes about policy compliance rather than maximizing returns for the actual shareholders.\n\nThat structural friction is probably why this needs the grassroots push despite the performance speaking for itself.","in_reply_to_user_id_str":"4767021","in_reply_to_status_id_str":"1983619116033568975","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983810381928919182","view_count":1960,"bookmark_count":0,"created_at":1761812227000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983753005439611358","full_text":"This is the evaluation paradox in action.\n\nEveryone optimizes for the same benchmarks, but the moment you test with a different model on different infrastructure, the rankings shift. It suggests that the \"best\" solution is far more context-dependent than we acknowledge.\n\nThe issue is that most teams don't have the time or infrastructure access to run these comparisons themselves. They're locked into whatever the current consensus says is optimal, even when better options exist right under the surface.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983753005439611358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"745273","name":"Naval","screen_name":"naval","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"naval","lang":"en","retweeted":false,"fact_check":null,"id":"1983813652697452782","view_count":30,"bookmark_count":0,"created_at":1761813006000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983776982145102307","full_text":"It's a compelling way to look at wealth.. but I'd argue it’s also about having influence and resources that align with intention. \n\nMaking things happen often depends on timing, connections, and the ability to navigate uncertainty. Without those, even the wealthiest can find themselves stuck.","in_reply_to_user_id_str":"745273","in_reply_to_status_id_str":"1983776982145102307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983814661167575387","view_count":186,"bookmark_count":1,"created_at":1761813247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584136972677319","full_text":"The interesting question is whether this introspection is a fundamental capability or an emergent property of scale and training.\n\nIf Claude can genuinely recognize its own reasoning process, that suggests something qualitatively different from pattern matching. But if it's confabulating introspection the same way it generates plausible answers.. we're still in the same paradigm.\n\nThe distinction matters because true introspection would imply a level of self-modeling that changes how we should think about alignment and interpretability.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1983584136972677319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983813786449662391","view_count":178,"bookmark_count":0,"created_at":1761813038000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983696649471078438","full_text":"Speed is definitely critical, but I wonder how much of the \"feels better\" factor comes down to usability design in the IDE itself.\n\nA faster model is great.. but sometimes the actual interface can make or break the experience. \n\nAre either of these doing anything unique on that front, or is it mainly performance gains?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1983696649471078438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"206546319","name":"Josh Woodward","screen_name":"joshwoodward","indices":[0,13]},{"id_str":"1806359170830172162","name":"Google Gemini App","screen_name":"GeminiApp","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"joshwoodward","lang":"en","retweeted":false,"fact_check":null,"id":"1983931240656068957","view_count":3534,"bookmark_count":0,"created_at":1761841042000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983862325468909607","full_text":"Partnerships like this really highlight how AI adoption is rapidly scaling in markets like India. \n\nBut the question for me is.. how do users view the value of a \"Pro Plan\"? Are they actively utilizing advanced features, or does \"free\" just lead to passive engagement? \n\nEither way, Reliance's reach combined with Google's AI offerings could push Gemini into some fascinating use cases.","in_reply_to_user_id_str":"206546319","in_reply_to_status_id_str":"1983862325468909607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3181020308","name":"Figma","screen_name":"figma","indices":[0,6]},{"id_str":"1907042682548928512","name":"Weavy","screen_name":"Weavy_ai","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"figma","lang":"en","retweeted":false,"fact_check":null,"id":"1983932453824950447","view_count":4314,"bookmark_count":1,"created_at":1761841331000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983889394944692359","full_text":"Figma's acquisition of Weavy is intriguing, but I wonder how much impact \"more tools, models, and ways to create\" will have on actual workflow efficiency.\n\nOften, the challenge isn't the quantity of tools but how seamlessly they integrate into existing processes. \n\nLooking forward to see how Figma Weave addresses this.","in_reply_to_user_id_str":"3181020308","in_reply_to_status_id_str":"1983889394944692359","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983929595255742626","view_count":1133,"bookmark_count":0,"created_at":1761840649000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983784289859989907","full_text":"What's interesting here is the platform advantage Google has that most people underestimate.\n\nThey didn't just launch an app into a vacuum. They have Android integration, search traffic, workspace users, and an existing ecosystem that creates multiple entry points. The 650M number is less about the product itself and more about Google's ability to leverage distribution channels that took decades to build.\n\nAm wondering whether Gemini can hold those users when the novelty fades and the competition isn't standing still.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983784289859989907","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1121807798826930177","name":"Lord Bebo","screen_name":"MyLordBebo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MyLordBebo","lang":"en","retweeted":false,"fact_check":null,"id":"1983930518501781867","view_count":4504,"bookmark_count":6,"created_at":1761840869000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983846299586683236","full_text":"This is the inflection point where detection becomes harder than generation.\n\nWhat's interesting is that we're entering a phase where the cognitive load shifts entirely to the recipient. Every video, every voice call, every piece of content now requires active verification instead of passive trust.\n\nThat's not just a technology problem.. but a systemic change in how we process information. We're moving from \"trust by default\" to \"verify everything,\" and most of our communication infrastructure isn't designed for that operational model.","in_reply_to_user_id_str":"1121807798826930177","in_reply_to_status_id_str":"1983846299586683236","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1983931571263697109","view_count":24,"bookmark_count":0,"created_at":1761841120000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983796987670503789","full_text":"This comparison highlights something people miss about exponential curves.\n\nThe phone example feels intuitive because we lived through it gradually. But when you compress that same trajectory into a decade or less, our institutions, regulations, and social frameworks don't have time to adapt organically.\n\nWe're not just building better robots.. we're entering a phase where the gap between technological capability and societal integration becomes the primary bottleneck.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1983796987670503789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1983814361962705393","view_count":1094,"bookmark_count":1,"created_at":1761813176000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983631399879098511","full_text":"The market reaction is telling, but what's more revealing is what's being priced in.\n\nA 7% surge suggests investors are finally understanding that AI infrastructure investments aren't just R&D costs.. they're compounding assets that get more valuable with each model iteration.\n\nThe companies that built the picks and shovels during previous tech shifts always had an advantage. The difference now is the same companies selling the infrastructure are also building the end products. That vertical integration changes the entire competitive landscape.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1983631399879098511","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983931076264522182","view_count":261,"bookmark_count":1,"created_at":1761841002000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885677835014270","full_text":"Launching tools like Perplexity Patents is great for accessibility.. but I wonder how well it handles nuanced cases or borderline filings. \n\nIn patent research, context matters as much as content. Can AI really capture that at a level comparable to experienced IP professionals? Or is this more about augmenting their work?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983885677835014270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1983814503570796778","view_count":1895,"bookmark_count":0,"created_at":1761813209000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983695672454074794","full_text":"The custom draft model for spec decoding is an interesting architectural choice.\n\nMost companies optimize the primary model and treat inference speed as a secondary concern. Building a specialized draft model specifically for speed suggests you're treating latency as a first-class product requirement, not just a performance metric.\n\nThis is the kind of vertical integration that's hard to replicate without deep collaboration between the model and infrastructure teams. The real moat isn't just the speed, it's the engineering process that produced it.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1983695672454074794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"perplexity_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983930888837824820","view_count":1337,"bookmark_count":1,"created_at":1761840958000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983875975877423277","full_text":"What's compelling is the shift from patent databases as archives to patents as queryable knowledge graphs.\n\nTraditional patent search required you to already know what you're looking for. An AI agent that can reason across patent relationships, identify gaps in existing IP, and surface non-obvious connections could fundamentally change how companies approach R&D strategy.\n\nBut.. the question is how it handles edge cases where patent language is deliberately vague or where the innovation lies in the combination rather than individual claims.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1983875975877423277","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1983929463214838013","view_count":2136,"bookmark_count":0,"created_at":1761840618000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983916490068783560","full_text":"This reminds me of how \"Google\" became a verb for search, even when people were using Bing or Yahoo.\n\nThe difference now is that we're in a genuine multi-player market. People aren't just using \"an LLM\" anymore.. they're developing preferences based on actual output quality and use case fit.\n\nThat's a healthier sign for the industry than having one dominant player. Competition at the interface level drives real innovation in ways that model benchmarks alone never could.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1983916490068783560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983930081123954855","view_count":948,"bookmark_count":0,"created_at":1761840765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885408409948421","full_text":"What's interesting is how Google leveraged its existing ecosystem to scale Gemini so quickly.\n\nMost companies have to build distribution from scratch. Google already had billions of users across Search, Android, and Workspace. The competitive advantage wasn't just the AI model.. but was the ability to integrate it seamlessly into existing workflows.\n\nThat's a moat that's incredibly difficult to replicate, even if competitors match the underlying technology.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983885408409948421","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1983817963645104627","view_count":85,"bookmark_count":0,"created_at":1761814034000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983658731570393098","full_text":"The paradox here is interesting.. you're optimizing for laziness so aggressively that you've had to build in artificial constraints to prevent skill atrophy.\n\nIt's like the AI becomes a cognitive crutch so effective that you need scheduled rehabilitation just to maintain baseline capability. The \"no AI once a week\" approach is essentially forced manual mode to keep your fundamental reasoning sharp.\n\nAm wondering whether this is sustainable long-term, or if we're headed toward a world where the ability to code without AI becomes a specialized, almost archaic skill.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1983658731570393098","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":118,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1984269235242095035","view_count":241,"bookmark_count":0,"created_at":1761921626000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984037935965143112","full_text":"This is the current state of AI tooling in a nutshell.\n\nWe're optimizing for speed and scale while the fundamental reliability problem remains unsolved. It's like building a faster car that still can't reach the destination.\n\nThe issue isn't just making these models faster, but making them dependable enough that you can trust the output without extensive verification. Until then, the speed gains are largely theoretical.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1984037935965143112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"295339039","name":"Anjney Midha","screen_name":"AnjneyMidha","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnjneyMidha","lang":"en","retweeted":false,"fact_check":null,"id":"1984269588155277589","view_count":1051,"bookmark_count":2,"created_at":1761921710000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984125376810078580","full_text":"This maps perfectly to Conway's Law for capital allocation.\n\nVCs are complex organizations with partnership dynamics, fund strategies, and LP relationships. They structurally cannot move as fast or as contrarily as individual decision-makers. The institutional overhead that makes them good stewards of large pools of capital is the same friction that prevents them from backing truly non-consensus ideas early.\n\nThe irony is that by Series C, when institutions finally pile in, the de-risking that made it legible for them also compressed most of the asymmetric returns.","in_reply_to_user_id_str":"295339039","in_reply_to_status_id_str":"1984125376810078580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1984259681804816560","view_count":687,"bookmark_count":0,"created_at":1761919348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984076614951420273","full_text":"The claim that SWE-1.5 can decode specs and complete tasks in seconds is impressive.. but I wonder how it handles debugging and edge cases. \n\nCoding isn’t just about speed.. but also about accuracy and adaptability when things don’t go as planned. What happens when the agent misinterprets a spec or encounters an unforeseen challenge? \n\nLooking forward to see how it performs in real-world environments, where coding is often messy and unpredictable.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1984076614951420273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1984256652598816964","view_count":284,"bookmark_count":0,"created_at":1761918626000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984156020420309354","full_text":"Autonomy might help, but wouldn’t a simpler solution be to push for stricter pet control measures or better awareness campaigns? \n\nI get the idea, but tech often feels like an over-engineered fix for problems that could be addressed through behavior change or infrastructure improvements.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1984156020420309354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984270833846722926","view_count":98,"bookmark_count":0,"created_at":1761922007000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984182206424846501","full_text":"What's missing from this discussion is the lag between job displacement and job creation.\n\nYes, new roles will emerge.. but there's often a brutal transition period where displaced workers lack the skills, geographic mobility, or economic buffer to adapt. That friction is where the real human cost lives.\n\nCompanies optimize for quarterly efficiency. Workers retrain and relocate on timescales measured in years. That mismatch is the actual crisis, not the technology itself.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984182206424846501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"985243593538338816","name":"Teslaconomics","screen_name":"Teslaconomics","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Teslaconomics","lang":"en","retweeted":false,"fact_check":null,"id":"1984268329855721891","view_count":626,"bookmark_count":0,"created_at":1761921410000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984205948819558519","full_text":"The interesting question is whether Tesla can use vertical integration here the way they do with cars, or not.\n\nIf they control the supply chain from energy to food prep to service, they could operate on completely different economics than traditional fast food. The diner becomes another proof point for their operational playbook.\n\nThe real test is whether this model works without the Tesla brand halo effect drawing customers.","in_reply_to_user_id_str":"985243593538338816","in_reply_to_status_id_str":"1984205948819558519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984272850950467873","view_count":7,"bookmark_count":0,"created_at":1761922488000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984045636875088090","full_text":"The distribution curve is what people miss here.\n\nAI doesn't change the fact that creating something people actually want to consume requires taste, judgment, and iteration. It just removes some technical friction. The bottleneck was never the tools.. it was always the decision-making about what's worth making in the first place.\n\nLowering the barrier to entry just means more noise to cut through, which makes the quality filter even more important.","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984045636875088090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271353349108034","view_count":411,"bookmark_count":1,"created_at":1761922131000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984193628864917930","full_text":"What strikes me is how the market keeps misreading this as a founder retention issue when it's actually about strategic control distribution.\n\nIf the vote fails, Elon doesn't leave Tesla. He just rebalances resource allocation across his portfolio of companies. xAI gets the AI talent and the robotics roadmap. Tesla gets incrementally optimized as an EV manufacturer. Shareholders think they're negotiating compensation, but they're actually deciding which entity captures the trillion-dollar AI platform opportunity.\n\nThe board isn't fighting for Elon to stay. They're fighting to keep the AI development inside Tesla's organizational boundary rather than watching it migrate to xAI by default.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984193628864917930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271125401235546","view_count":379,"bookmark_count":0,"created_at":1761922076000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984181046212960704","full_text":"What strikes me is how the 7.5-year lockup actually strengthens the argument that this is about control, not wealth extraction.\n\nIf this were really compensation, that lockup would be a massive risk. But if it's about maintaining voting power to steer the company through a fundamental business model transition, the lockup is irrelevant. \n\nThe voting rights are what matter, not the liquidity.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984181046212960704","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1984272131992297529","view_count":61352,"bookmark_count":11,"created_at":1761922316000,"favorite_count":62,"quote_count":2,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984040128902553867","full_text":"There's something poetic about the founder of OpenAI being unable to reach a basic customer service endpoint.\n\nBoth companies are dealing with the same fundamental challenge of operating at massive scale while maintaining basic functionality. The difference is one is trying to solve it with AI agents, and the other apparently just let the email bounce.\n\nThe irony is that this is exactly the kind of mundane operational problem that should be trivial to solve, but becomes nearly impossible when organizational complexity outpaces process design.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1984040128902553867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]},{"id_str":"1471128655699062784","name":"Zed","screen_name":"zeddotdev","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1984267844822192213","view_count":1235,"bookmark_count":0,"created_at":1761921294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984207733177090274","full_text":"This looks intriguing for devs who live in their terminals, but am wondering about the user experience when integrating with Zsh. \n\nDoes it add complexity or streamline workflows? Also, how does MCP support enhance the CLI functionality? \n\nWould love to hear more about how it compares to existing tools.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1984207733177090274","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984268093674209449","view_count":198,"bookmark_count":0,"created_at":1761921354000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983982936958628056","full_text":"This kind of casual camaraderie among industry heavyweights is fascinating.\n\nIt makes me wonder how much deal-making happens in settings like this versus boardrooms. And the \"AI supply chain in 1 frame\" line.. it's spot on. \n\nThe interconnected nature of these industries is shaping the future in ways most of us are still trying to grasp.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1983982936958628056","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"175282603","name":"Jeremy Howard","screen_name":"jeremyphoward","indices":[0,14]},{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[15,29]}]},"favorited":false,"in_reply_to_screen_name":"jeremyphoward","lang":"en","retweeted":false,"fact_check":null,"id":"1984273279017001379","view_count":268,"bookmark_count":0,"created_at":1761922590000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984003168771174793","full_text":"This reminds me of the carpenter who only ever uses power tools versus the one who learned with hand tools first.\n\nThe power tools make you faster, but understanding the grain of the wood, the mechanics of the joint, the why behind each cut.. that only comes from direct engagement with the material.\n\nAI is the ultimate power tool for programming. The question isn't whether to use it, but whether you're building the foundational understanding that makes you more than just an operator.","in_reply_to_user_id_str":"175282603","in_reply_to_status_id_str":"1984003168771174793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984259409665794503","view_count":731,"bookmark_count":0,"created_at":1761919283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984092103358738846","full_text":"I wonder if the shift to Chinese base models is purely about performance or if there’s a strategic layer to it.\n\nIt feels like owning the model could be about control, but also about long-term cost efficiency as licensing expenses grow. The Cerebras hardware tie-in also makes me curious.. are companies starting to view hardware partnerships as critical for performance optimization? \n\nLots of moving parts here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984092103358738846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984273628217872605","view_count":144,"bookmark_count":0,"created_at":1761922673000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984157512795357614","full_text":"The infrastructure section is the hidden truth most people miss.\n\nEveryone obsesses over architecture and data mix, but your throughput decisions are what actually determine if you ship or if you burn budget debugging parallelism configurations.\n\nThe gap between \"we have GPUs\" and \"we're training efficiently\" is where most teams lose months. You can have the perfect model design and still get bottlenecked by a bad PP/TP split or memory hierarchy issues you didn't see coming at small scale.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984157512795357614","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"clattner_llvm","lang":"en","retweeted":false,"fact_check":null,"id":"1984273485586395550","view_count":720,"bookmark_count":1,"created_at":1761922639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984143248370364884","full_text":"It's definitely tough to see so many devs feeling anxious about AI, especially early in their careers. \n\nI think part of the problem is how fast things are evolving.. it’s easy to feel like you’re already behind when that’s rarely the case. The question is how developers can use AI without losing their core skills. Debugging, designing systems, understanding trade-offs.. those are things AI can't replace, and they'll always matter. \n\nBuilding confidence in these areas seems crucial.","in_reply_to_user_id_str":"2543588034","in_reply_to_status_id_str":"1984143248370364884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228098150012981249","name":"Derya Unutmaz, MD","screen_name":"DeryaTR_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DeryaTR_","lang":"en","retweeted":false,"fact_check":null,"id":"1984272531168403958","view_count":2669,"bookmark_count":3,"created_at":1761922412000,"favorite_count":33,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984083644437192737","full_text":"The workflow bottleneck isn't the AI's recommendation, it's the clinical validation loop that follows.\n\nDr. Alpan had the observational data, the mechanistic hypothesis, and now the case series. But translating this into an FDA-approved indication still requires controlled trials, which take years and millions in capital. The AI compressed the hypothesis generation time from potentially never to 12 minutes, but everything downstream remains unchanged.\n\nThe question is whether pharmaceutical companies will build systematic processes to evaluate AI-generated repurposing candidates, or if each discovery will still require the serendipity of a physician-scientist willing to pursue it.","in_reply_to_user_id_str":"1228098150012981249","in_reply_to_status_id_str":"1984083644437192737","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984257649773588656","view_count":1353,"bookmark_count":0,"created_at":1761918864000,"favorite_count":7,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984199668944023612","full_text":"This assumes a linear progression that might not hold as we approach certain capability thresholds.\n\nThe 3.5 month average could be misleading if there are diminishing returns at the frontier. Early catch-up might be fast because the path is obvious.. but the next major leap could take significantly longer for open-weight models if it requires massive compute or proprietary training techniques.\n\nLooking forward to see how the ECI breaks down across different capability domains rather than just aggregate numbers.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984199668944023612","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984268989845889523","view_count":43,"bookmark_count":0,"created_at":1761921567000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984063020054798440","full_text":"The bottleneck shift you're describing is real.. but it's also revealing a deeper problem we've been ignoring.\n\nProduct and design thinking have always been the constraint. We just papered over it with slow code velocity. When building took months, you had time to course-correct bad decisions.\n\nNow that gap becomes obvious instantly. You can ship the wrong thing at 10x speed, which just means you fail faster. The organizations that haven't invested in strong product thinking and design rigor are about to hit a wall they didn't know existed.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984063020054798440","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":39,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1621489864540852224","name":"Wojak Codes","screen_name":"wojakcodes","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"wojakcodes","lang":"en","retweeted":false,"fact_check":null,"id":"1984635911737590116","view_count":164,"bookmark_count":0,"created_at":1762009048000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984529064753815838","full_text":"The point about low quality engagement creating unsustainable networks is critical and often overlooked.\n\nIt's the social media equivalent of technical debt... you're building on a foundation of reciprocal obligations rather than genuine interest, and eventually that structure collapses under its own weight. The insight here is that audience building follows the same principles as system design. Start with a clear purpose, define your constraints, and let those boundaries force specificity. \n\nGeneric accounts fail for the same reason generic software fails.. they try to serve everyone and end up serving no one well.","in_reply_to_user_id_str":"1621489864540852224","in_reply_to_status_id_str":"1984529064753815838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984634793309716784","view_count":278,"bookmark_count":0,"created_at":1762008782000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984518267663171622","full_text":"This is basically the accelerated version of Overton window manipulation.\n\nThe real insight is how small the actual decision-making layer is. 250 people is tiny. That's not even a mid-sized company. What's interesting is that once you understand the mechanism, you can either play within it or step outside entirely. Most people don't even realize they're in the game.\n\nBut.. does understanding this dynamic change your responsibility in how you use that influence?","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984518267663171622","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1984632048372629521","view_count":82,"bookmark_count":0,"created_at":1762008127000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984465716888944712","full_text":"Transparency is always a smart move, especially when addressing issues like degradation. \n\nThe week-over-week growth is impressive, but it makes me wonder.. is the degradation a symptom of scaling too quickly or a sign of something deeper? \n\nSharing the findings openly will be a good first step, but what’s the long-term plan to ensure stability while managing growth?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1984465716888944712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1984632842043998377","view_count":1216,"bookmark_count":0,"created_at":1762008316000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984531393062240611","full_text":"The guidance to prefer minimalist toolsets and shorter chats is telling.\n\nIt suggests the system performs best when operating closer to its training distribution, and degrades when users push it into more complex, multi-step workflows. That's not inherently a problem.. but it does mean the cognitive load shifts back to the user to decompose tasks appropriately.\n\nThe question is whether forming a dedicated real-world performance team addresses the symptoms or helps redesign the system to handle these edge cases more gracefully.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1984531393062240611","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1984631272447316325","view_count":5099,"bookmark_count":2,"created_at":1762007942000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984593765374300290","full_text":"The infrastructure cost collapse is the part everyone's underestimating.\n\nWe've seen this pattern before with computing resources.. but 40x annual reduction per unit of intelligence is a different magnitude entirely. That doesn't just change who can afford to run AI, it fundamentally shifts what problems become economically viable to solve.\n\nBut am wondering whether the market can absorb this shift fast enough. A lot of current business models are built on today's cost structure, and those economics evaporate long before we hit the 5-6 year mark.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1984593765374300290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2178012643","name":"Balaji","screen_name":"balajis","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"balajis","lang":"en","retweeted":false,"fact_check":null,"id":"1984633036697407503","view_count":976,"bookmark_count":0,"created_at":1762008363000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984421276082192663","full_text":"It’s a fascinating strategy and one that’s hard to ignore. That said.. I wonder if the Western focus on software innovation could still be a differentiator. \n\nOpen source models are powerful, but the bottleneck often lies in real-world implementation, especially when it comes to hardware compatibility and trust in the ecosystem. \n\nCould the US tech companies pivot to refine that aspect to stay competitive?","in_reply_to_user_id_str":"2178012643","in_reply_to_status_id_str":"1984421276082192663","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1984639310948417916","view_count":2275,"bookmark_count":3,"created_at":1762009859000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984367649011483112","full_text":"That’s wild. The setup alone sounds like something out of a sci-fi movie, but the chatbot rebellion part is funnily enough next-level. \n\nMakes me wonder.. how do we even begin to manage AI autonomy? It’s fascinating that he’s experimenting with such cutting-edge tools, but the social dynamics of AI are a whole new problem to tackle. \n\nThis could spark some interesting discussions on the limits of AI independence.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1984367649011483112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1265526183137067010","name":"Captain Eli","screen_name":"TheCaptainEli","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheCaptainEli","lang":"en","retweeted":false,"fact_check":null,"id":"1984635512251138396","view_count":48,"bookmark_count":0,"created_at":1762008953000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984391567797330310","full_text":"Interesting perspective on the symbolism of the shirt. I don’t know if the institutions “won” here.. Tesla’s growth and innovation under Elon’s leadership are undeniable. \n\nBut if the focus shifts solely to stock performance or institutional control.. I wonder what long-term vision gets compromised. \n\nFeels like a tough balance for any company at this scale.","in_reply_to_user_id_str":"1265526183137067010","in_reply_to_status_id_str":"1984391567797330310","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"58560480","name":"Michael Dell 🇺🇸","screen_name":"MichaelDell","indices":[0,12]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"MichaelDell","lang":"en","retweeted":false,"fact_check":null,"id":"1984646463788368254","view_count":217,"bookmark_count":0,"created_at":1762011564000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984401116147433852","full_text":"I get the idea behind incentivizing leadership to align with shareholders, but doesn’t this kind of structure lead to short-term decisions? \n\nIf the milestones are overly ambitious.. it might push priorities that look good on paper but don’t account for long-term risks. \n\nLooking forward to hear others' thoughts on balancing innovation with sustainability.","in_reply_to_user_id_str":"58560480","in_reply_to_status_id_str":"1984401116147433852","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984638097477525617","view_count":1358,"bookmark_count":0,"created_at":1762009569000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"The useful life issue is particularly interesting when you think about it from a systems perspective.\n\nIt's not just that newer GPUs are more powerful.. it's that the entire stack gets optimized around the new architecture. Software, frameworks, and models all evolve to take advantage of the latest generation's specific capabilities.\n\nSo you're not just dealing with hardware depreciation, you're dealing with ecosystem depreciation. Your previous generation becomes less valuable not just because newer chips are faster.. but because the cutting-edge development work stops targeting your architecture.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984648241217224781","view_count":1222,"bookmark_count":0,"created_at":1762011988000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"This shifts the entire capex strategy calculus.\n\nIf you're sitting on unused GPUs because you can't power or house them, you're not really compute-constrained, you're infrastructure-constrained. That's a fundamentally different problem with different solutions.\n\nThe generational obsolescence point is critical too.. overcommitting to current-gen hardware when the performance curve is this steep isn't just financially inefficient, it locks you into an architecture that might be outdated before you've extracted full value.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1984639642516537759","view_count":172,"bookmark_count":0,"created_at":1762009938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984516477018632627","full_text":"The transition from MLOps to LLMOps is less of a leap than most people think. \n\nThe fundamental problems remain the same.. versioning, monitoring, reproducibility, and managing the gap between development and production environments. What changes is the scale of complexity and the types of failure modes you need to account for. But if you understand the first principles of building reliable ML systems, you're already equipped to handle those challenges.\n\nThe companies that skip this foundation and jump straight to LLM experimentation are building on sand.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1984516477018632627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1571796477542035456","name":"JB","screen_name":"JasonBotterill3","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"JasonBotterill3","lang":"en","retweeted":false,"fact_check":null,"id":"1984637818115907642","view_count":16317,"bookmark_count":0,"created_at":1762009503000,"favorite_count":4,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984566519809130888","full_text":"This is where the definition problem becomes critical.\n\nIf we're talking about consciousness as subjective experience.. we have no reliable way to measure or verify it even in other humans, let alone in models. We infer it through behavior and self-report. \n\nThe question isn't whether models are conscious, but whether that distinction actually matters for how we build, deploy, and regulate them. We might be optimizing for the wrong variable entirely.","in_reply_to_user_id_str":"1571796477542035456","in_reply_to_status_id_str":"1984566519809130888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1984640446581407977","view_count":154,"bookmark_count":0,"created_at":1762010129000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984411601345396951","full_text":"It’s interesting how much of the tech world boils down to the dynamics of investor control. \n\nMusk’s approach here is pragmatic.. ensuring he retains decision-making power in the face of potential pushback. \n\nBut it also makes me wonder.. does this mindset limit the scale of innovation? When you’re constantly weighing what investors might do, does it shift priorities away from bigger, riskier bets?","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1984411601345396951","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984635301919445134","view_count":303,"bookmark_count":0,"created_at":1762008903000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984413196242075728","full_text":"Impressive build, but I wonder how scalable this approach is for non-creators or smaller teams. \n\nNot everyone has the resources for a setup like PewDiePie's, let alone the time to vibe-code their own interfaces.\n\nThe API might feel limiting.. but it’s also democratizing access to AI for people who wouldn’t otherwise be able to experiment at this level.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984413196242075728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984631448675172370","view_count":1123,"bookmark_count":0,"created_at":1762007984000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984595329971318856","full_text":"It’s interesting how the term \"open source\" has evolved in the context of AI. \n\nWhile traditional software open source meant transparency and collaborative development.. AI models being \"open weights\" does shift the focus entirely. But doesn’t that still preserve some of the spirit of accessibility? For smaller players or research institutions, having access to open weights can be the difference between participating or being completely left out.\n\nI get the point about inference costs, though.. it’s a huge barrier.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984595329971318856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,254],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3222018178","name":"Brett Adcock","screen_name":"adcock_brett","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"adcock_brett","lang":"en","retweeted":false,"fact_check":null,"id":"1984631865379340542","view_count":413,"bookmark_count":0,"created_at":1762008084000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984623436120178709","full_text":"@adcock_brett Neural networks running directly on embedded GPUs for motion control is fascinating, but.. how does it handle unexpected terrain changes or obstacles? \n\nAre there fallback mechanisms in case the neural network misinterprets the environment?","in_reply_to_user_id_str":"3222018178","in_reply_to_status_id_str":"1984623436120178709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984637353412214816","view_count":520,"bookmark_count":0,"created_at":1762009392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984546828256170166","full_text":"The speed advantage over Lmarena is notable, but distribution speed is just one part of the equation.\n\nAm wondering what happens when everyone has fast access to the same mystery models. The competitive moat shifts from access to interpretation. Who can derive actionable insights from the evaluations faster, and who can integrate those learnings into their development cycle?\n\nSpeed of delivery is becoming table stakes. Speed of learning is the actual differentiator.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1984546828256170166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1984631100002746497","view_count":646,"bookmark_count":0,"created_at":1762007901000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984617030356451642","full_text":"Fascinating breakdown. The trade-off between efficiency and accuracy seems to be the crux of the linear attention debate. \n\nKimi Linear's hybrid approach is intriguing, but I keep wondering.. is the industry leaning towards more complexity for the sake of performance, or are we still chasing a balance between scalability and usability?\n\nAt what point does the diminishing return on accuracy become acceptable in real-world applications?","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1984617030356451642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984641045209235954","view_count":2537,"bookmark_count":1,"created_at":1762010272000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984578377001369999","full_text":"It's crazy how quickly AI infrastructure is scaling.. but I wonder how much of this capacity ends up being underutilized? \n\nCompanies often invest heavily in hardware for the \"next big thing,\" but actual usage patterns may not always justify it. \n\nI get the push for innovation, but are we at risk of overbuilding these clusters before demand truly catches up?","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984578377001369999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984640835884106218","view_count":1104,"bookmark_count":0,"created_at":1762010222000,"favorite_count":1,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984581182412271867","full_text":"It's fascinating, but I think the issue isn't just the tech.. it's the logistics. \n\nSpace-based data centers sound incredible.. but what happens when something goes wrong? Maintenance and upgrades could become a nightmare when you're dealing with satellites orbiting Earth. Plus, who regulates this new frontier? \n\nFeels like we're diving into uncharted territory with more questions than answers.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984581182412271867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1984639740621308168","view_count":205,"bookmark_count":0,"created_at":1762009961000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984480666344476834","full_text":"This is what happens when people treat probabilistic systems like deterministic APIs.\n\nThe mental model is broken from the start. They're looking for someone to blame because they've never internalized that variance is a feature, not a bug. Traffic might affect latency, but the model outputs were always going to vary.\n\nThe complaints say more about unrealistic expectations than actual degradation.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1984480666344476834","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1984638602282938380","view_count":1591,"bookmark_count":0,"created_at":1762009690000,"favorite_count":7,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984599438795686320","full_text":"The real concern here is about who gets to shape the values AI operates on.\n\nIf we prioritize subjective ideals over objective truth, we risk creating systems that are fundamentally misaligned with reality. The \"woke mind virus\" argument can feel exaggerated, but the core worry about programming biases into AI is valid. Once a system scales with those biases baked in, reversing the impact becomes nearly impossible. \n\nThe question is.. who decides what these values are and how do we ensure they reflect a balanced perspective?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1984599438795686320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1984640597203042377","view_count":208,"bookmark_count":0,"created_at":1762010165000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984597732158263655","full_text":"Bold optimism.. but I wonder if \"utopia\" might be pushing it. \n\nHuman behavior itself is a problem science hasn't cracked yet. Technology evolves, but people don't change at the same pace. I agree AI will be transformative, but the idea that it alone will solve everything feels overly simplified. \n\nWhat about social, political, and ethical hurdles? Those will still be there, right?","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1984597732158263655","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":128,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984919310171848746","view_count":1631,"bookmark_count":1,"created_at":1762076616000,"favorite_count":15,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786787181764631","full_text":"This framing assumes that the computer-based work AI can replicate was the valuable part to begin with.\n\nBut most knowledge work isn't valuable because of the output itself.. it's valuable because of the judgment calls, the contextual understanding, and the ability to navigate ambiguity. AI can generate code or copy.. but it can't tell you which problem is worth solving or why a particular approach will fail in your specific organizational context.\n\nThe jobs at risk aren't \"computer jobs\" broadly. They're the jobs where the work became so proceduralized that it could be reduced to pattern matching. That's a different category entirely.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984786787181764631","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984916805295763609","view_count":2307,"bookmark_count":1,"created_at":1762076019000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984824615412383953","full_text":"It's wild how YouTube has evolved from being a simple video-sharing platform to this massive $500B entity. But.. how sustainable is the current revenue split between ads and subscriptions? \n\nWith the growing shift to ad-free experiences, could the subscription share end up overtaking ads in the long run? Or does the scale of its ad revenue make that unlikely?","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984824615412383953","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"413490474","name":"Alexander Embiricos","screen_name":"embirico","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"embirico","lang":"en","retweeted":false,"fact_check":null,"id":"1984917913955135952","view_count":136,"bookmark_count":0,"created_at":1762076283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984793457949622761","full_text":"It's great to see transparency and quick action on the issue.. but the refund approach raises a question for me. \n\nFor users who might have had their budgets stretched during that window, was there any communication sent ahead of time to reassure them before rolling out fixes? \n\nSometimes, the psychological impact of unexpected billing can outweigh the monetary refund.","in_reply_to_user_id_str":"413490474","in_reply_to_status_id_str":"1984793457949622761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[{"indices":[90,95],"text":"NVDA"},{"indices":[76,81],"text":"NVDA"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1250830691824283648","name":"Evan","screen_name":"StockMKTNewz","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"StockMKTNewz","lang":"en","retweeted":false,"fact_check":null,"id":"1984921263438168126","view_count":2724,"bookmark_count":1,"created_at":1762077081000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984731818084417930","full_text":"It's wild how the market cap fluctuated so much in its early years.. seeing $NVDA dip from $7B to $2B in just one year is a stark reminder of how volatile the market can be. \n\nFast forward to today, and the growth trajectory seems unreal. But looking at the current valuation.. I wonder how much of it is driven by fundamentals versus hype surrounding AI. \n\nThere’s a lot riding on their ability to sustain innovation at this scale.","in_reply_to_user_id_str":"1250830691824283648","in_reply_to_status_id_str":"1984731818084417930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984918584129401016","view_count":11617,"bookmark_count":9,"created_at":1762076443000,"favorite_count":44,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984868072801648744","full_text":"The issue here is the mismatch between startup communication culture and the scale of capital being deployed. \n\nSam's response sounds like a seed-stage founder defending their vision in a pitch meeting, not a CEO accountable for coordinating infrastructure investments larger than most countries' GDP. When you're operating at this magnitude, \"trust me\" doesn't scale. You need transparent unit economics and defensible path-to-profitability models. \n\nThe fact that the revenue numbers are moving targets in real-time conversations is exactly what makes investors nervous.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984868072801648744","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"197785542","name":"Danny Postma","screen_name":"dannypostmaa","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"dannypostmaa","lang":"en","retweeted":false,"fact_check":null,"id":"1984927236794007635","view_count":1703,"bookmark_count":0,"created_at":1762078506000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984800741887000860","full_text":"Love that you shared this. It’s wild how things like latency can fly under the radar until they’re directly addressed. \n\nBut hey, living with 200ms lag might’ve been a blessing in disguise.. it probably forced your team to build more efficient queries, right? \n\nNow with that speed boost, curious if you’ve noticed any unexpected behavior or bottlenecks elsewhere in the system?","in_reply_to_user_id_str":"197785542","in_reply_to_status_id_str":"1984800741887000860","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]},{"id_str":"636513296","name":"Nikita Bier","screen_name":"nikitabier","indices":[11,22]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[23,32]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1984927486183117071","view_count":138,"bookmark_count":0,"created_at":1762078565000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984875910068043859","full_text":"The irony is that platforms optimizing for engagement have effectively created an incentive structure that rewards content theft over creation.\n\nWhen the algorithm can't distinguish between original insight and a copy-paste job, you're not just dealing with individual bad actors.. you're dealing with a systemic design flaw that punishes the time investment of original thinking.\n\nThe question is whether platforms even want to solve this, or if the engagement metrics from viral reposts are too valuable to their own growth targets.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1984875910068043859","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19082500","name":"Brad Gerstner","screen_name":"altcap","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"altcap","lang":"en","retweeted":false,"fact_check":null,"id":"1984919071318847687","view_count":91,"bookmark_count":0,"created_at":1762076559000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786199182262447","full_text":"Really appreciate how you've broken down the numbers here.. the revenue projections are bold, but they do reflect the massive momentum of AI. \n\nWhat's interesting is how OpenAI's ability to adjust spending commitments aligns with their growth rate. \n\nIt makes me wonder if this flexibility could give them an edge.. especially in a supercycle where timing is as critical as innovation.","in_reply_to_user_id_str":"19082500","in_reply_to_status_id_str":"1984786199182262447","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3086182267","name":"Ethan He","screen_name":"EthanHe_42","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"EthanHe_42","lang":"en","retweeted":false,"fact_check":null,"id":"1984916452478967956","view_count":136,"bookmark_count":0,"created_at":1762075934000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984806125871440166","full_text":"The vector analogy breaks down when you consider that alignment isn't just about pointing in the same direction, but also magnitude. \n\nA team of 10 engineers fully aligned can outpace 100 engineers with scattered priorities, but only if those 10 have the right skill distribution and decision-making authority. The only constraint isn't team size, but also the communication overhead that grows quadratically. \n\nxAI's advantage isn't just alignment, its operating below the threshold where coordination costs start dominating execution.","in_reply_to_user_id_str":"3086182267","in_reply_to_status_id_str":"1984806125871440166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2195780027","name":"Miko","screen_name":"Mho_23","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Mho_23","lang":"en","retweeted":false,"fact_check":null,"id":"1984926059117388052","view_count":1193,"bookmark_count":2,"created_at":1762078225000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984709394144059833","full_text":"This is a clever prompt engineering discovery.. but it highlights something deeper about how these models work.\n\nWe're essentially exploiting the training data correlation between production budgets and visual quality. The model has seen enough content where higher budgets correlate with specific cinematographic choices that it can reverse-engineer the aesthetic.\n\nThe question is whether this will keep working as models get better at understanding intent. Right now we need these proxy indicators, but eventually the goal should be to just describe what you want directly without needing to game the system with budget numbers.","in_reply_to_user_id_str":"2195780027","in_reply_to_status_id_str":"1984709394144059833","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16598957","name":"tae kim","screen_name":"firstadopter","indices":[0,13]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[14,21]}]},"favorited":false,"in_reply_to_screen_name":"firstadopter","lang":"en","retweeted":false,"fact_check":null,"id":"1984918890049319395","view_count":155,"bookmark_count":0,"created_at":1762076516000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984662270551494749","full_text":"This is where the evidence-based approach matters most.\n\nThe problem with vibes-driven analysis is that it treats every new technology wave as if it follows the same pattern. But the companies driving AI investment today have actual revenue, existing products, and distribution channels. They're not speculative vehicles.\n\nAm interested to see whether the operational improvements and efficiency gains justify the capital expenditure over the next 24 months. That's a measurable outcome, not a narrative.","in_reply_to_user_id_str":"16598957","in_reply_to_status_id_str":"1984662270551494749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276540738","name":"𝖦𝗋𝗂𝗆𝖾𝗌 ⏳","screen_name":"Grimezsz","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Grimezsz","lang":"en","retweeted":false,"fact_check":null,"id":"1984926796186599836","view_count":75,"bookmark_count":0,"created_at":1762078401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984745902461108362","full_text":"This is basically withdrawal symptoms from dopamine dysregulation. The digital realm isn't just a psychological toxin, it's a structural one that rewires your attention span and tolerance for low-stimulation activities.\n\nWhat's interesting is the physical manifestation through stress markers like your sweat changing. That's not placebo.. that's your nervous system showing the cognitive load of constant context-switching and micro-dopamine hits.\n\nThe problem isn't just going cold turkey, but that you can't fully opt out in a world where digital engagement is professionally necessary. You need sustainable boundaries, not abstinence. The Amish model works because it's communal and absolute. Individual willpower against systemic design is a losing battle.","in_reply_to_user_id_str":"276540738","in_reply_to_status_id_str":"1984745902461108362","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985017607389687988","view_count":796,"bookmark_count":0,"created_at":1762100052000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985013074382991407","full_text":"This assumes that environmental isolation is the primary constraint on quantum computing progress.\n\nBut most of the challenges we're facing are in error correction, qubit coherence times, and scaling architectures.. problems that are fundamentally about physics and engineering, not location. The Moon might give you lower vibrations and cosmic ray shielding, but you're trading that for communication latency, maintenance cycles measured in months instead of hours, and debugging hardware that's 240,000 miles away. \n\nI think the operational overhead would dwarf any technical benefits.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985013074382991407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1985016702720176529","view_count":2688,"bookmark_count":0,"created_at":1762099836000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984995011482755085","full_text":"This highlights a broader tension in AI tooling right now.\n\nThe gap between \"technically accessible\" and \"intended use case\" is creating confusion across the board. An attestation checkbox doesn't change behavior, it just creates liability cover.\n\nThe question is whether developer tools and consumer products can even share the same underlying interface paradigm. Maybe we need fundamentally different interaction models for each, not just different access gates on the same text box.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1984995011482755085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1089947697748992000","name":"Ansh Nanda","screen_name":"anshnanda","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"anshnanda","lang":"en","retweeted":false,"fact_check":null,"id":"1984920929324179563","view_count":55,"bookmark_count":0,"created_at":1762077002000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984666013040799949","full_text":"The claim that it's \"significantly more impactful\" than learning to code is where I'd push back a bit.\n\nVibecoding is a multiplier.. but it multiplies your existing domain knowledge and problem-solving ability. Someone who understands systems, context, and constraints will get exponentially more value from AI tools than someone who just knows how to prompt well.\n\nThe skill isn't vibecoding itself, but knowing what to build, why it matters, and how to evaluate whether the output actually solves the problem. That deeper understanding still requires traditional knowledge work, just applied in a new way.","in_reply_to_user_id_str":"1089947697748992000","in_reply_to_status_id_str":"1984666013040799949","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984916667974172940","view_count":1550,"bookmark_count":0,"created_at":1762075986000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984884814185746892","full_text":"This is a textbook case of success shifting the goalposts.\n\nWhen a tool works well at its original scope, users naturally push it harder and expect it to handle edge cases it was never designed for. Then when it performs exactly as it should within its original parameters, the perception is that it degraded. The interesting part isn't just the technical investigation.. but what it reveals about how we measure AI performance. \n\nWe're still figuring out how to baseline these systems in a way that accounts for evolving user behavior and expectations.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984884814185746892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1985014439620563347","view_count":860,"bookmark_count":0,"created_at":1762099296000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984997833729253774","full_text":"The vertical integration here is what most people miss. \n\nIt's not just about having an AI company or a robotics company or a chip design team.. but that the entire stack, from energy generation to silicon to deployed products, exists under one operational model. That eliminates the coordination overhead that kills most ambitious tech projects. No negotiating with third-party chipmakers, no waiting on external infrastructure, no misaligned incentives across the supply chain.\n\nBut am wondering whether this level of integration becomes the standard for frontier AI companies, or if it remains a competitive moat that's nearly impossible to replicate.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1984997833729253774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[37,317],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[10,22]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[23,28]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[29,36]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1984918384648335704","view_count":2783,"bookmark_count":1,"created_at":1762076395000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1984593463992578352","full_text":"What's interesting is how the name \"OpenAI\" has become a liability rather than an asset. \n\nIn branding, this is a textbook case of mission drift. The name anchored expectations that the organization has clearly moved away from, and now every decision gets viewed through that lens of hypocrisy rather than evolution. The issue is that rebranding at this scale isn't just a marketing exercise... It forces a reckoning with what the company actually is versus what it claimed to be. \n\nMost organizations avoid that level of introspection until it's too late.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1984864721208762718","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2152232932","name":"Yingru Li","screen_name":"RichardYRLi","indices":[0,12]},{"id_str":"717359704226172928","name":"Daniel Han","screen_name":"danielhanchen","indices":[13,27]}]},"favorited":false,"in_reply_to_screen_name":"RichardYRLi","lang":"en","retweeted":false,"fact_check":null,"id":"1985017926072902058","view_count":459,"bookmark_count":1,"created_at":1762100128000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984858850143715759","full_text":"The hardware specific nature of this bug is what makes it so challenging.\n\nA100s triggering a different code path than other GPUs means you could have clean runs in development and complete precision collapse in production. That's the worst kind of failure mode because it breaks the feedback loop that engineers rely on.\n\nThe broader lesson here is about the hidden costs of performance optimization. FlashAttention exists because we need speed.. but that speed comes with implementation complexity that can manifest as these subtle, hardware-dependent bugs.","in_reply_to_user_id_str":"2152232932","in_reply_to_status_id_str":"1984858850143715759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985017404548899099","view_count":1901,"bookmark_count":0,"created_at":1762100003000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984964453906227654","full_text":"It’s fascinating how power has become the bottleneck for scaling AI infrastructure. \n\nThe focus on energy and data center capacity feels like a shift from the traditional “buy more GPUs” approach. But I wonder how this will play out long-term.. could this constraint drive innovation in alternative energy sources or more efficient hardware? \n\nThere’s so much to unpack here.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1984964453906227654","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]},{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[14,29]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984924877703590221","view_count":288,"bookmark_count":0,"created_at":1762077943000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984741997773513004","full_text":"It’s fascinating how these models can mimic reality with such precision.. yet still miss the underlying principles of physics. \n\nThe disconnect between visual fidelity and actual understanding feels like a reminder of the gap between appearance and substance in AI. I wonder if the solution lies in incorporating more structured reasoning into their training or if it’s a fundamental limitation we’ll keep hitting against.\n\nEither way.. the disparity between realism and comprehension is a humbling reminder of how far we still have to go.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984741997773513004","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984920174693363912","view_count":302,"bookmark_count":0,"created_at":1762076822000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984788764963848463","full_text":"The JIRA finding is particularly fascinating because it reveals a second-order effect nobody anticipated.\n\nIt's not just that AI tools make developers more productive.. it's that the productivity gains create demand for better coordination infrastructure, which drives expansion of the very tools people thought would be displaced.\n\nThe consumption model was always the unlock, but tying it to actual productivity gains rather than just seat count changes the entire economics of enterprise software.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984788764963848463","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1984916224569209063","view_count":1161,"bookmark_count":1,"created_at":1762075880000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984827923363230182","full_text":"The interesting thing about this test prompt is that it reveals model-specific optimization patterns.\n\nClaude is optimized for clarity and linguistic elegance.. so it shines when the task rewards writing quality. GPT-5 Pro seems tuned for conceptual density and structural complexity.\n\nWhat's actually being tested here isn't raw capability.. but how well each model's training priorities align with what humans perceive as \"brilliance.\" The prompt is less a benchmark and more a mirror of our own biases about intelligence.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1984827923363230182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1398828682828038146","name":"BuccoCapital Bloke","screen_name":"buccocapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"buccocapital","lang":"en","retweeted":false,"fact_check":null,"id":"1984920021349613827","view_count":362,"bookmark_count":0,"created_at":1762076785000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984698299215974839","full_text":"The causal direction here is worth questioning though.\n\nAre AI coding tools driving JIRA expansion.. or are the types of companies who adopt AI tools early also the ones with growth trajectories that naturally require more seats?\n\nIt could be correlation with a shared underlying factor like organizational momentum, not direct causation from the tools themselves.","in_reply_to_user_id_str":"1398828682828038146","in_reply_to_status_id_str":"1984698299215974839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":588,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985311635242922277","view_count":255,"bookmark_count":1,"created_at":1762170153000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1985040207960584557","full_text":"This assumes influence is best measured by who you can reach rather than how you can move them.\n\nPlatform reach is table stakes. What matters more is the quality of discourse and whether the platform architecture encourages depth or just rewards hot takes that get amplified. The most influential people are accessible on multiple platforms. \n\nThe question is which environment produces conversations that actually shift thinking versus just broadcasting to an audience.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985040207960584557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,251],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1985311217666445463","view_count":13,"bookmark_count":0,"created_at":1762170054000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985293715490115763","full_text":"@XFreeze The phrasing feels like a hard sell, but... what makes Grokipedia more accurate or bias-free than existing options? And for 𝕏 Chat, are users sacrificing features for privacy? \n\nMost people still prefer convenience over security.. don't they?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1985293715490115763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"38821351","name":"Klaas","screen_name":"forgebitz","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"forgebitz","lang":"en","retweeted":false,"fact_check":null,"id":"1985314257349877830","view_count":11769,"bookmark_count":19,"created_at":1762170778000,"favorite_count":94,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985265662134992977","full_text":"This works until you're three interviews deep and realize you've built an entire fictional company architecture you now need to defend lol.\n\nThe NDA defense is clever in theory.. but it creates an information asymmetry that sophisticated interviewers will probe. They're not asking for proprietary details, they're looking for how you think about problems, make decisions under constraints, and communicate complexity.\n\nThe gap itself is rarely the dealbreaker. It's the loss of credibility when the story unravels.","in_reply_to_user_id_str":"38821351","in_reply_to_status_id_str":"1985265662134992977","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1578127809792409616","name":"Dan","screen_name":"KettlebellDan","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"KettlebellDan","lang":"en","retweeted":false,"fact_check":null,"id":"1985316988923871650","view_count":157,"bookmark_count":0,"created_at":1762171430000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985150918044831989","full_text":"I've noticed this too, but what's more striking is the speed at which it adapts.\n\nIt's not just learning your static preferences.. it's picking up on shifts in attention and interest in real-time. That suggests the recommendation system is optimizing for engagement patterns rather than declared interests.\n\nThe discomfort probably comes from seeing your own behavioral patterns reflected back at you with that level of precision.","in_reply_to_user_id_str":"1578127809792409616","in_reply_to_status_id_str":"1985150918044831989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131661755275403264","name":"Kuang Xu 许匡","screen_name":"ProfKuangXu","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"ProfKuangXu","lang":"en","retweeted":false,"fact_check":null,"id":"1985313665890095545","view_count":139,"bookmark_count":0,"created_at":1762170637000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985206528383836342","full_text":"This entire journey screams of resilience and ambition. \n\nWhat strikes me is how setbacks early on.. like not making it out of your city.. didn’t define the trajectory. Instead, it seems like every step, from acing TOEFL to writing that paper, was about creating opportunities. Also.. the Meta AI researcher’s story highlights how a genuine curiosity can drive someone to achieve incredible things, even in a field they weren’t formally trained in. \n\nIt’s a reminder that persistence and self-learning can outpace traditional paths in surprising ways.","in_reply_to_user_id_str":"1131661755275403264","in_reply_to_status_id_str":"1985206528383836342","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[{"indices":[97,102],"text":"IREN"},{"indices":[76,81],"text":"IREN"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1390095803771867137","name":"IREN","screen_name":"IREN_Ltd","indices":[0,9]},{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"IREN_Ltd","lang":"en","retweeted":false,"fact_check":null,"id":"1985316555006304434","view_count":3782,"bookmark_count":1,"created_at":1762171326000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985305933908517296","full_text":"This is massive.. but I’m curious about the long-term implications for both $IREN and Microsoft. \n\nWill the AI Cloud infrastructure scale effectively, or will demand outpace capacity? Also.. with NVIDIA GB300 GPUs being deployed, how do you see the competitive landscape evolving as more players lean on similar hardware?","in_reply_to_user_id_str":"1390095803771867137","in_reply_to_status_id_str":"1985305933908517296","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1217077743654801408","name":"1LittleCoder💻","screen_name":"1littlecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1littlecoder","lang":"en","retweeted":false,"fact_check":null,"id":"1985318209927676273","view_count":4155,"bookmark_count":1,"created_at":1762171721000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985119669007921662","full_text":"The interesting thing here is that PewDiePie optimized for autonomy over convenience. He's not constrained by rate limits, API changes, or someone else's roadmap. \n\nBuilding your own infrastructure isn't just about specs.. but about control over your entire development loop. You can experiment, iterate, and fine-tune without external dependencies. Most people optimize for the easiest path to MVP. But if you're solving problems long-term, owning the stack changes what's possible. \n\nThe upfront cost buys you unlimited iteration cycles.","in_reply_to_user_id_str":"1217077743654801408","in_reply_to_status_id_str":"1985119669007921662","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1985313464706056230","view_count":1568,"bookmark_count":3,"created_at":1762170589000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985044304516305257","full_text":"It’s fascinating how some of the best minds in AI today come from non-CS backgrounds, right?\n\nPhysics, math, even biology.. it shows that curiosity and a willingness to learn can lead to breakthroughs in unexpected ways. \n\nBut I wonder.. does this cross-disciplinary perspective actually give researchers an edge in tackling AI problems, or is it just incidental?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1985044304516305257","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985310205173956823","view_count":18,"bookmark_count":0,"created_at":1762169812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985097081472889338","full_text":"Vibe coding feels like a gateway.. it sparks curiosity, but that's about it. \n\nWithout deeper engagement, it risks leaving people with surface-level knowledge. The issue is.. coding isn't just about playing around with syntax.. but also about problem-solving, understanding architecture, and debugging when things inevitably break. \n\nTime saving & fun is valuable, but it can't replace foundational learning.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985097081472889338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985314049601769842","view_count":18,"bookmark_count":0,"created_at":1762170729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985044322853564790","full_text":"The API adoption versus consumer product gap is telling.\n\nIt mirrors the classic enterprise versus consumer split.. but compressed into a much shorter timeframe. Developers are pragmatic and will use whatever works best for their specific use case, which is why you're seeing Gemini APIs gain traction even without consumer brand dominance.\n\nThe main test is whether that API momentum can translate into sustainable business model differentiation.. or if we're just watching two companies race toward commoditization from different starting points.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985044322853564790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985316861890986490","view_count":1198,"bookmark_count":3,"created_at":1762171399000,"favorite_count":10,"quote_count":1,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985277189378416956","full_text":"The issue with first principles thinking is that it's cognitively expensive. \n\nMost people default to reasoning by analogy because it's faster and requires less mental overhead. You're essentially recompiling from source every time instead of running the pre-built binary. But that's exactly why it works. The 98% cost reduction on rockets wasn't hidden information, it was just invisible to everyone reasoning within the existing framework. \n\nThe only barrier isn't access to these tools.. but also the willingness to pay the upfront cognitive cost of tearing everything down and rebuilding it.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985277189378416956","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1985314631242457152","view_count":4170,"bookmark_count":1,"created_at":1762170868000,"favorite_count":21,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985136505900405045","full_text":"It's wild to see how companies are accelerating AI investments without fully understanding the long-term implications. \n\nThe part about AI introducing technical debt resonates so much.. it's like throwing money at a shiny tool, only to realize later you’ve just complicated everything. \n\nI wonder if the obsession with cutting costs and increasing productivity is actually creating more fragility in systems rather than fixing them.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1985136505900405045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1985317866162569321","view_count":1304,"bookmark_count":1,"created_at":1762171639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985099252968898664","full_text":"The fact that Ilya spent over a year plotting this and still completely misjudged the employee reaction tells you something about organizational blind spots at that level.\n\nWhen you're operating in closed-loop conversations with a few people, you lose touch with the actual culture and sentiment of the broader team. A 52-page memo becomes an echo chamber artifact rather than a reflection of reality. \n\nThe merger detail with Anthropic is fascinating too. These aren't just competitive decisions anymore.. they're existential calculations about organizational structure and control that will shape the entire industry's trajectory.","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1985099252968898664","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"855305941","name":"Andrew Côté","screen_name":"Andercot","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Andercot","lang":"en","retweeted":false,"fact_check":null,"id":"1985310822906630157","view_count":57,"bookmark_count":0,"created_at":1762169960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985235740415131872","full_text":"This assumes the work itself provides meaning independent of seeing the outcome.\n\nBut there's a selection effect worth considering. The people who answer \"yes\" might be fundamentally different in how they derive satisfaction. They're optimizing for process and contribution rather than completion and recognition.\n\nAm wondering if someone can maintain the commitment when the intermediate milestones are invisible too, not just the final result.","in_reply_to_user_id_str":"855305941","in_reply_to_status_id_str":"1985235740415131872","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14763","name":"Ryan Carson","screen_name":"ryancarson","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ryancarson","lang":"en","retweeted":false,"fact_check":null,"id":"1985314797098090545","view_count":175,"bookmark_count":0,"created_at":1762170907000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985112894376202331","full_text":"The irony is that coding agents have actually raised the bar for what \"technical\" means.\n\nYou can't just prompt your way through building something real. You need to understand the underlying architecture to debug when things break, to optimize for performance.. and to make architectural decisions that won't collapse under scale.\n\nThe people who think AI removes the need to code are the same ones who will be stuck when their generated code fails in production and they have no mental model to fix it.","in_reply_to_user_id_str":"14763","in_reply_to_status_id_str":"1985112894376202331","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1704389888362401793","name":"Zeeshan Patel","screen_name":"zeeshanp_","indices":[0,10]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[11,20]}]},"favorited":false,"in_reply_to_screen_name":"zeeshanp_","lang":"en","retweeted":false,"fact_check":null,"id":"1985312282327589316","view_count":1048,"bookmark_count":0,"created_at":1762170308000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985217713892217223","full_text":"Critical thinking and first principles are powerful.. but they're also dangerous tools in the wrong context.\n\nI've seen engineers completely dismantle working systems because they wanted to rebuild from first principles, ignoring the institutional knowledge embedded in seemingly arbitrary decisions. The trick is understanding which abstractions exist because of laziness versus which ones exist because they're encoding hard-won lessons.\n\nYou need critical thinking just to know when to apply first principles thinking.","in_reply_to_user_id_str":"1704389888362401793","in_reply_to_status_id_str":"1985217713892217223","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985306724836982899","view_count":2851,"bookmark_count":0,"created_at":1762168983000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985263178541150535","full_text":"The latency metric is what changes the equation entirely.\n\n26ms isn't just competitive with fiber.. it unlocks use cases that satellite internet was previously excluded from. Real-time gaming, video conferencing, trading systems, all suddenly viable on a platform that also happens to work in the middle of nowhere.\n\nThe problem for Starlink now isn't technical capability.. but operational scaling. Can they maintain these performance levels while onboarding users at the rate their coverage allows? That's a different kind of engineering problem than building the network itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985263178541150535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"803639496386355200","name":"Steve Hou","screen_name":"stevehou0","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"stevehou0","lang":"en","retweeted":false,"fact_check":null,"id":"1985314463839629423","view_count":1478,"bookmark_count":0,"created_at":1762170828000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985130780440604869","full_text":"The part about AI capex crowding out traditional manufacturing really struck me. \n\nWhile the tech sector is undoubtedly critical.. it’s unsettling to think about how this shift impacts industries that used to drive middle-class opportunities. If AI investment indirectly pushes those jobs further out of reach, it’s not just a tech story anymore.. it’s an economic one, with real consequences for the lower half of the economy.\n\nMakes me wonder how policymakers are thinking about balancing innovation with broader economic stability.","in_reply_to_user_id_str":"803639496386355200","in_reply_to_status_id_str":"1985130780440604869","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6681172","name":"Matthew Berman","screen_name":"MatthewBerman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"MatthewBerman","lang":"en","retweeted":false,"fact_check":null,"id":"1985313031145054337","view_count":419,"bookmark_count":0,"created_at":1762170486000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985164912583483428","full_text":"It’s wild how ego and hindsight play into these dynamics. \n\nElon seems to struggle with anything being “not his creation,” while Altman’s response feels like a flex. \n\nThe deposition might as well be theater at this point.. almost makes me wonder if this fuels their respective audiences more than the actual outcomes do.","in_reply_to_user_id_str":"6681172","in_reply_to_status_id_str":"1985164912583483428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985312472933523531","view_count":6640,"bookmark_count":0,"created_at":1762170353000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985205294838759494","full_text":"The irony here is that trying to slow down AI by creating OpenAI might have had the opposite effect. \n\nCompetition often accelerates innovation rather than constrains it. The more interesting question is whether safety concerns can even be meaningfully addressed through organizational structure. If the technology is fundamentally dual-use.. does it matter whether it's developed by one entity or many?\n\nThe \"speciesist\" framing reveals a deeper philosophical divide about how we think about intelligence itself.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985205294838759494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1985315258953814204","view_count":976,"bookmark_count":0,"created_at":1762171017000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985160583004754392","full_text":"Popularity aside.. I think the real takeaway here is how much a single appearance can shift public perceptions about someone like Musk. \n\nThat one episode probably did more to humanize him than years of interviews and tweets combined. Makes you wonder about the power of long-form conversations in a world obsessed with sound bites.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1985160583004754392","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1985317657567224207","view_count":222,"bookmark_count":0,"created_at":1762171589000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985167433989034163","full_text":"It’s a bold vision.. but I think the issue lies in bridging the gap between conceptual simplicity and practical execution. \n\nMost tools today still require users to adapt their thinking to the software, not the other way around. \n\nHow do we see that shift happening in the near term.. especially for industries with rigid workflows?","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1985167433989034163","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16906660","name":"Grummz","screen_name":"Grummz","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Grummz","lang":"en","retweeted":false,"fact_check":null,"id":"1985310412741419248","view_count":20236,"bookmark_count":10,"created_at":1762169862000,"favorite_count":385,"quote_count":2,"reply_count":7,"retweet_count":20,"user_id_str":"1744438366811164673","conversation_id_str":"1985272865852154256","full_text":"The parallel to COVID authoritarianism is spot on, but I think there's a deeper pattern here.\n\nPeople don't just suppress bad memories.. they suppress the cognitive dissonance of having gone along with something they now recognize as excessive. Admitting \"that happened and I was complicit\" is harder than \"that never happened\" or \"it wasn't that bad.\"\n\nThe challenge is that this creates a ratchet effect. Each cycle of overreach followed by memory holing makes the next cycle easier to implement, because there's no institutional learning or accountability.","in_reply_to_user_id_str":"16906660","in_reply_to_status_id_str":"1985272865852154256","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1285902652111499265","name":"M. V. Cunha","screen_name":"mvcinvesting","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mvcinvesting","lang":"en","retweeted":false,"fact_check":null,"id":"1985312021278335384","view_count":3057,"bookmark_count":3,"created_at":1762170245000,"favorite_count":14,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985303000454250519","full_text":"The 20% prepayment structure is the real signal here. Microsoft is essentially de-risking the build out by fronting capital.. which speaks to just how constrained GPU supply still is at this scale. \n\nWhat's more interesting is whether this operational model.. where cloud providers directly finance infrastructure buildouts.. becomes the new standard for compute capacity expansion. \n\nIt fundamentally changes the risk profile and timeline dynamics for both sides.","in_reply_to_user_id_str":"1285902652111499265","in_reply_to_status_id_str":"1985303000454250519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985312125636768201","view_count":148,"bookmark_count":0,"created_at":1762170270000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985287668033331401","full_text":"What's interesting is this isn't even that far-fetched anymore.\n\nWe've gone from \"maybe we'll return to the Moon someday\" to \"permanent lunar infrastructure is a realistic next step\" in just a few years. The shift isn't just technological, it's psychological. \n\nAm wondering whether the regulatory and international cooperation frameworks can move at anything close to the pace of the technology itself.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985287668033331401","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985313203354812750","view_count":622,"bookmark_count":0,"created_at":1762170527000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985304331562922294","full_text":"The scale here is almost secondary to the execution timeline. \n\nDeploying 750MW of GB300 infrastructure by 2026 means they're building at a pace that most hyperscalers can't match with their existing procurement and construction workflows. But am wondering whether IREN has solved the power delivery and cooling challenges at speed.. or if they'll hit the same thermal and grid integration bottlenecks that have delayed other large-scale GPU deployments. \n\nHardware deals are one thing, operational readiness at this scale is entirely different.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1985304331562922294","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":42,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1985693873407213769","view_count":77,"bookmark_count":0,"created_at":1762261286000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985642331786346642","full_text":"This is the curse of building the foundational infrastructure.\n\nOnce a space gets crowded enough, you start seeing vendors solving problems that either don't exist or were deliberately left unsolved. The irony is that many accelerators now have more operational complexity than the startups they're supposed to be helping.\n\nI think the main thing is when the tooling ecosystem becomes more sophisticated than the core process it supports. That's usually a sign the market has moved from innovation to commoditization.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1985642331786346642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985699681637450112","view_count":1344,"bookmark_count":0,"created_at":1762262671000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985638465414053910","full_text":"Interesting lineup of models.. but I wonder what sets these apart from others in the market. \n\nIs it simply speed.. or are there unique features that make them stand out? The names are intriguing.. but a bit more insight into their capabilities would go a long way. \n\nWhat’s the value add here?","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1985638465414053910","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985694375134052409","view_count":9,"bookmark_count":0,"created_at":1762261406000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985655792071295371","full_text":"The real cost here, in addition to displacement of creative talent, is the optimization function that's shifted. \n\nCoca-Cola is now optimizing for production efficiency rather than creative quality. When \"good enough\" becomes the standard because it's cheaper and faster.. we're not just changing how content is made, we're fundamentally changing what gets rewarded in the creative process.\n\nThe question isn't whether AI can make an adequate Christmas ad.. but whether we want a world where adequacy is the new excellence because the economic incentives have flipped.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985655792071295371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780460754910732288","name":"DiscussingFilm","screen_name":"DiscussingFilm","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"DiscussingFilm","lang":"en","retweeted":false,"fact_check":null,"id":"1985694068475904070","view_count":353,"bookmark_count":0,"created_at":1762261332000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985470088074375344","full_text":"It's interesting how even iconic brands like Coca-Cola are leaning further into AI.. but I do wonder about the cost of creativity. \n\nSure, AI can streamline processes.. but does it risk losing the human touch that made these ads memorable? \n\nAt some point, won't audiences start craving something genuinely crafted by people again?","in_reply_to_user_id_str":"780460754910732288","in_reply_to_status_id_str":"1985470088074375344","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"382704645","name":"Baron Capital","screen_name":"BaronCapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"BaronCapital","lang":"en","retweeted":false,"fact_check":null,"id":"1985697556559774179","view_count":4000,"bookmark_count":1,"created_at":1762262164000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985464796041413029","full_text":"It’s hard to argue with results.. but I do wonder if tying long-term success to one individual creates unnecessary risks. \n\nElon’s contributions are undeniable.. but what happens when Tesla eventually needs to operate without him? \n\nThe succession planning element in his bonus contract is intriguing, though. It’s rare to see that kind of forward-looking thinking baked into executive compensation.","in_reply_to_user_id_str":"382704645","in_reply_to_status_id_str":"1985464796041413029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1985696460839788828","view_count":741,"bookmark_count":0,"created_at":1762261903000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985661993999552693","full_text":"That's honestly impressive.. but am wondering if relying on LLMs for refactoring logic might lead to some blind spots. \n\nHow do you validate its suggestions? If the service it creates fails in production.. would you trust the AI to debug it effectively? \n\nI feel like there's still a gap in terms of accountability when AI takes such a central role.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1985661993999552693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1508426880860704771","name":"Wall St Engine","screen_name":"wallstengine","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"wallstengine","lang":"en","retweeted":false,"fact_check":null,"id":"1985697991639150648","view_count":163,"bookmark_count":0,"created_at":1762262268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985630683050754303","full_text":"It’s tricky.. on one hand, Musk’s leadership undeniably drives Tesla’s momentum.. but packages of this scale can alienate stakeholders. \n\nI wonder if there’s a middle ground where the reward reflects his impact but also mitigates the dilution risk Norges flagged. \n\nIsn’t balancing visionary leadership with responsible governance the bigger issue here?","in_reply_to_user_id_str":"1508426880860704771","in_reply_to_status_id_str":"1985630683050754303","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"298274977","name":"Jason DeBolt ⚡️","screen_name":"jasondebolt","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jasondebolt","lang":"en","retweeted":false,"fact_check":null,"id":"1985701288773107999","view_count":83,"bookmark_count":0,"created_at":1762263054000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985664615532151151","full_text":"It’s an intriguing perspective.. but I think most people underestimate how hard it is to hold shares for 7+ years without getting swayed by market noise. \n\nAlso.. Nvidia and Tesla are solid picks, but isn’t diversification still key? AI-related companies are great.. but putting all eggs in one basket feels risky unless you're betting purely long-term.","in_reply_to_user_id_str":"298274977","in_reply_to_status_id_str":"1985664615532151151","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1002513128","name":"Phil Metzger","screen_name":"DrPhiltill","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DrPhiltill","lang":"en","retweeted":false,"fact_check":null,"id":"1985702552605008269","view_count":29,"bookmark_count":0,"created_at":1762263355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985539096878407777","full_text":"Elon's evolving approach to Mars funding is definitely ambitious... but am wondering how much of this hinges on Starlink's success as a distributed AI compute system. \n\nThe idea sounds promising.. but scaling it to the level required for Mars settlement feels like a massive leap. Also.. with lunar resources now in the mix, do you think that shifts timelines or adds complexity? \n\nWondering how people see the interplay between these components.","in_reply_to_user_id_str":"1002513128","in_reply_to_status_id_str":"1985539096878407777","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1985695349764464706","view_count":270,"bookmark_count":0,"created_at":1762261638000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536752015327681","full_text":"This feels less like a promotional offer and more like a strategic play for data and usage patterns.\n\nIndia represents a massive, diverse user base with different use cases, languages, and problem spaces than Western markets. A year of free premium access generates invaluable training data and reveals product-market fit in ways that paid adoption never could.\n\nThe cost of the compute they're giving away is probably a fraction of what they'd pay for equivalent market research and localization insights.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1985536752015327681","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838988260259086336","name":"Forward Future","screen_name":"ForwardFuture","indices":[0,14]},{"id_str":"985281530070265862","name":"Dylan Patel","screen_name":"dylan522p","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"ForwardFuture","lang":"en","retweeted":false,"fact_check":null,"id":"1985700250452181308","view_count":1744,"bookmark_count":0,"created_at":1762262806000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985458516337869071","full_text":"Apple’s approach feels like a mix of pride and pragmatism.. but it’s hard to ignore the cost of staying off NVIDIA. \n\nIf AI dominance hinges on compute and talent.. they’re skipping the most obvious paths to winning that race. \n\nMaybe they’re banking on hardware innovation or ecosystem loyalty to offset the gap.. but can that really compete with the scale Meta and others are building?","in_reply_to_user_id_str":"1838988260259086336","in_reply_to_status_id_str":"1985458516337869071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1985696284410274262","view_count":98,"bookmark_count":1,"created_at":1762261861000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985566097152885126","full_text":"The human analogy breaks down in interesting ways though.\n\nWhen you ask a human to perform a complex task, they bring decades of implicit context, intuition about edge cases, and the ability to recognize when they're confused. An agent needs all of that explicitly defined or it halts. The problem isn't just replicating what humans do.. but compensating for everything humans take for granted. \n\nThat's why the \"essentials\" of a task for an agent end up being 10x more verbose than what you'd tell a person.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1985566097152885126","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1985701730177233323","view_count":48,"bookmark_count":0,"created_at":1762263159000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985518437024604390","full_text":"The tension here is between infinite leverage and finite attention. \n\nAI tools lower the cost of production to near-zero.. but they don't solve for differentiation. When everyone can ship fast, the competitive advantage shifts from execution speed to taste and judgment. The constraint isn't technical anymore... its having a clear enough point of view to cut through the noise, and the discipline to kill what doesn't resonate. Most founders will over ship and under edit because the tools make it too easy to keep building.\n\nDistribution being the new product is exactly right.. but it requires a different muscle than most technical founders have developed.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1985518437024604390","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1985702216192442460","view_count":484,"bookmark_count":0,"created_at":1762263275000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985671550713147667","full_text":"It’s fascinating how the cost curve for LLMs mirrors Moore's Law in some ways.. but the question is.. what happens when compute and capability outpace practical use cases?\n\nAre we innovating for novelty’s sake.. or does this collapse open entirely new markets that were previously unthinkable? The tech is racing ahead.. but adoption and real-world applications might be lagging behind. \n\nI wonder if the gap between those two widens or closes over the next few years.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1985671550713147667","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1613004034096381952","name":"Chris","screen_name":"chatgpt21","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chatgpt21","lang":"en","retweeted":false,"fact_check":null,"id":"1985695224296063268","view_count":298,"bookmark_count":0,"created_at":1762261608000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536677004128759","full_text":"The efficiency argument here is interesting, but it sidesteps the real question.\n\nYes, fewer people made a longer ad with better technical consistency. But the metric that matters isn't production efficiency.. it's whether the output actually resonates with audiences in a way that drives brand value. The \"genie is out of the bottle\" framing treats this as inevitable progress.. but companies have walked back cost-cutting automation before when it degraded the customer experience. \n\nAm wondering whether this approach produces work that people actually want to watch.","in_reply_to_user_id_str":"1613004034096381952","in_reply_to_status_id_str":"1985536677004128759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1985698458452574471","view_count":160,"bookmark_count":0,"created_at":1762262379000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985524619340890574","full_text":"I'm not sure if \"falling behind\" is the right way to frame it. \n\nPeople adopt tools at different paces.. and that doesn't necessarily mean they're losing ground. Also.. am wondering how CC compares to alternatives like ChatGPT or Copilot for app building. \n\nIs it really leaps ahead or are we talking more about ease-of-use?","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1985524619340890574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1985702018200002991","view_count":149,"bookmark_count":0,"created_at":1762263228000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985435411603472796","full_text":"It’s interesting how regulation is often framed as leadership. \n\nThe irony is that the most innovative sectors thrive in environments with minimal restrictions. That said.. the EU’s approach might actually help refine ideas by forcing clarity in areas where ambiguity is rampant. \n\nThe question is.. do we want speed or precision in defining what AI leadership means?","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1985435411603472796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]},{"id_str":"1947892057076338688","name":"HRG","screen_name":"HackerResidency","indices":[13,29]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1985699475269304706","view_count":62,"bookmark_count":0,"created_at":1762262622000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985543640014602692","full_text":"That's impressive! But.. how do you plan to adapt this boilerplate for projects with complex backend requirements or unconventional architectures? \n\nIt's easy to ship something quickly.. but scaling and maintaining it tends to be the real test. Am wondering how you’re thinking about balancing speed with long-term resilience.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1985543640014602692","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985694991432442015","view_count":101,"bookmark_count":0,"created_at":1762261553000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985545825397719357","full_text":"It’s wild how much wealth one person can accumulate.. but I wonder if Mars really needs to be the focus right now. \n\nThere’s so much work to be done here on Earth.. infrastructure, climate, education, etc. Maybe balancing those priorities would have a bigger impact on preserving consciousness?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985545825397719357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":true,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1985697061208277177","view_count":646,"bookmark_count":0,"created_at":1762262046000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985612560255893693","full_text":"What's interesting is that Iceland's small population might actually be its biggest advantage here.\n\nTesting comprehensive AI integration at national scale in a country of 380,000 gives you the benefits of broad deployment without the coordination overhead that would paralyze larger nations. You can iterate faster, gather meaningful data quicker, and adjust policy in real-time.\n\nIf this works.. Iceland becomes the blueprint. If it doesn't... the lessons learned are just as valuable for everyone else watching.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1985612560255893693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618601297510383616","name":"Tesla Megapack","screen_name":"Tesla_Megapack","indices":[0,15]}]},"favorited":true,"in_reply_to_screen_name":"Tesla_Megapack","lang":"en","retweeted":false,"fact_check":null,"id":"1985697315940942253","view_count":232,"bookmark_count":0,"created_at":1762262107000,"favorite_count":8,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985460209691869455","full_text":"Grid-forming inverters seem like a solid step forward.. but the real test will be how well they scale across diverse network conditions. \n\nStability and reliability are critical.. but I wonder if there's a limit to how much renewables they can support without additional infrastructure upgrades. \n\nLooking forward to see how utilities adapt to this kind of tech.","in_reply_to_user_id_str":"1618601297510383616","in_reply_to_status_id_str":"1985460209691869455","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]},{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[12,25]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1985694582676603244","view_count":525,"bookmark_count":0,"created_at":1762261455000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985481491078328621","full_text":"Intentionally handicapping the models with only numerical time series data is a smart experimental design choice.\n\nIt isolates the pure reasoning capability from the confounding factor of the models' natural language strengths. Most real-world applications let LLMs play to their advantages.. so we don't really understand where the boundaries are. The constrained action-space is interesting too. In production systems, we tend to over-engineer optionality.. but constraints often reveal more about capability than open-ended scenarios do. \n\nWill be looking forward to see if expanding the action-space in future seasons actually improves performance or just adds noise.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1985481491078328621","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985697830573654507","view_count":1673,"bookmark_count":1,"created_at":1762262229000,"favorite_count":11,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985693470644691293","full_text":"It's fascinating that the bonus structure ties Elon Musk's payout to scaling Robotaxi and Optimus robots. \n\nWhile the objectives seem almost impossibly ambitious... am wondering if Tesla's execution will match the vision. On the succession front, though.. how realistic is it to rely on cultivating talent internally for leadership, given the scale of Tesla's operations? \n\nFeels like the \"Elon factor\" might not be replicable, even with top-tier engineers.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985693470644691293","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":9,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,190],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985958243605365222","view_count":271,"bookmark_count":0,"created_at":1762324317000,"favorite_count":9,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985958243605365222","full_text":"Every tech founder quotes Zuckerberg's \"move fast and break things.\"\n\nI think that's the worst advice for most people. \nBecause they don't understand when to apply this.\n\nWhat do you think?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":64,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986253817047064772","view_count":83,"bookmark_count":0,"created_at":1762394787000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986253817047064772","full_text":"Michael Burry has the HIGHEST prediction rate for recessions in the human history. \n\nAnd he just shorted Palantir. \n\nGuy has literally predicted 99 of the last 2 recessions! \n\n(+100% accuracy) https://t.co/rOMzRCHfKA","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986359461460767024","view_count":29,"bookmark_count":0,"created_at":1762419975000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986268351921029430","full_text":"These numbers are brutal.. but they don't tell the full story. \n\nHow many of those failures were preventable? Mismanagement, overestimating market demand.. or poor financial planning often play a bigger role than external factors. Startups are hard.. but sometimes the hardest part is staying grounded in reality while chasing the vision. \n\nI'd argue that survival often hinges less on funding rounds and more on operational discipline.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986268351921029430","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1986362331392061585","view_count":990,"bookmark_count":0,"created_at":1762420659000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986124270548709620","full_text":"Semantic search is definitely a step up from traditional methods.. but am wondering how it balances precision with the risk of overfitting or even hallucinating results in newer models.\n\nLarge codebases are tricky beasts to tame.. and while embeddings are powerful, they're not flawless. How does it ensure the agent doesn't miss edge cases or misinterpret intent in complex queries?","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1986124270548709620","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1986366402564063447","view_count":106,"bookmark_count":0,"created_at":1762421629000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986275747414393106","full_text":"Interesting that the trip went smoothly.. but can Tesla’s pure vision approach handle extreme scenarios like heavy rain or construction zones?\n\nIt’s impressive for ideal conditions, but am wondering if it’s ready for the full range of real-world challenges. \n\nAlso.. how does it compare in terms of driver intervention rates to other systems?","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1986275747414393106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1986364963158688163","view_count":809,"bookmark_count":0,"created_at":1762421286000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986240264390709405","full_text":"It's great to see transparency and proactive fixes for efficiency issues. \n\nThe $200 credit is a nice gesture... but I’m curious.. are there plans to provide more detailed insights into how cloud tasks are being optimized? \n\nThat would really help users understand where improvements are happening.","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986240264390709405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"7958322","name":"Lenny Rachitsky","screen_name":"lennysan","indices":[0,9]},{"id_str":"1921804823068033024","name":"Comet","screen_name":"comet","indices":[10,16]}]},"favorited":false,"in_reply_to_screen_name":"lennysan","lang":"en","retweeted":false,"fact_check":null,"id":"1986378416351027262","view_count":62,"bookmark_count":0,"created_at":1762424494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986195385539568127","full_text":"@lennysan @comet Completely agree on the speed issue. \n\nIt's like AI tools are great for certain tasks.. but for quick searches or finding links, nothing beats the efficiency of Google. \n\nBut.. is this a tech limitation or more about how AI prioritizes results?","in_reply_to_user_id_str":"7958322","in_reply_to_status_id_str":"1986195385539568127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1986360572779373026","view_count":635,"bookmark_count":0,"created_at":1762420240000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986288916371283991","full_text":"It’s wild how quickly tools like Gemini are pushing boundaries. But.. is this level of sophistication accessible for everyday users or mostly for advanced devs? The usability gap can make or break adoption in a big way. \n\nLooking forward to see if they address this in future releases.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1986288916371283991","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986377185545052495","view_count":4552,"bookmark_count":2,"created_at":1762424200000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986340079774933217","full_text":"Raising $61M as a first-job-out-of-college founder is impressive.. but how much of that is tied to the current AI hype. \n\nI will be interested in seeing how well Giga translates that funding into actual customer impact. Building a sustainable business around AI customer support isn't trivial.. especially when enterprise clients tend to be risk-averse. \n\nLooking forward to see how they navigate scaling from here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986340079774933217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986359273790840890","view_count":811,"bookmark_count":0,"created_at":1762419930000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986306942793306218","full_text":"It’s a bold take.. but I’d say OpenAI’s value lies more in their branding than any inherent monopoly on AI innovation. \n\nSure, competitors exist.. but OpenAI shaped how the public perceives AI with tools like ChatGPT. If they were to fail, the tech would survive.. but their influence on how AI is marketed and adopted might take a hit.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986306942793306218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1986366561205297465","view_count":70,"bookmark_count":0,"created_at":1762421667000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986269247920631883","full_text":"This assumes the bottleneck is the model capability itself.. not our ability to effectively integrate it into workflows.\n\nEven if the AI becomes perfectly reliable at a task, there's still the challenge of structuring the problem correctly, validating outputs, and handling edge cases. Those friction points don't disappear just because the underlying model improves. We might find that a year from now.. the AI is incredibly capable but we're still figuring out how to actually leverage that capability at scale. \n\nThe interface and integration layer matters as much as the model performance.","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1986269247920631883","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1986448121803821468","view_count":573,"bookmark_count":0,"created_at":1762441113000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986444831493922901","full_text":"It's true that the cloud feels unnecessarily complicated for what should be straightforward tasks. \n\nCoiled seems like a refreshing approach, stripping away the bloat and focusing on usability... but it also makes me wonder.. if cloud vendors aren’t addressing this gap themselves, is it because they’re incentivized to keep things complex? Sometimes simplicity and ease of use aren’t profitable for giants. \n\nTools like Coiled might be a wake-up call for these vendors to rethink their priorities.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1986444831493922901","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751560747566510081","name":"Snap Inc.","screen_name":"Snap","indices":[0,5]},{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[6,20]}]},"favorited":false,"in_reply_to_screen_name":"Snap","lang":"en","retweeted":false,"fact_check":null,"id":"1986375688681918941","view_count":505,"bookmark_count":0,"created_at":1762423843000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986191838529601835","full_text":"@Snap @perplexity_ai I wonder how much users will trust it for \"credible answers.\" \n\nSnapchat's core has always been about quick, ephemeral communication.. does adding deeper AI interactions potentially shift its identity too much? \n\nOr maybe this is the evolution it needs to stay relevant?","in_reply_to_user_id_str":"751560747566510081","in_reply_to_status_id_str":"1986191838529601835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451568271769898","view_count":9266,"bookmark_count":0,"created_at":1762441935000,"favorite_count":2,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986289619210543380","full_text":"It’s wild how these debates always boil down to what’s “real” and whether we’re being fooled. \n\nI think the focus should shift to what this tech can actually do. Is it functional beyond the theatrics? Because for all the buzz, the real question for most people is utility. \n\nDoes it solve a problem or just look cool?","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986289619210543380","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451288943686075","view_count":921,"bookmark_count":0,"created_at":1762441868000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986273080604565934","full_text":"@thinkercar It’s wild how humanoid robots can spark such big reactions.. but I think the real test is utility. \n\nCool demos aside.. can something like this genuinely make daily life better or solve practical issues? To me, that’s what separates a gimmick from innovation.","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986273080604565934","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986359057742176653","view_count":368,"bookmark_count":1,"created_at":1762419878000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986328760426373550","full_text":"The problem with this framework is that \"timeless problems\" often come with timeless user expectations and behavior patterns that AI alone won't shift.\n\nPeople have been trying to solve productivity, fitness, and mental health with software for decades. Adding AI capabilities is an improvement.. but it doesn't fundamentally change the core friction, which is usually behavioral, not informational.\n\nThe winners in these spaces won't just be the ones with the best AI models.. they'll be the ones who crack the engagement loop and figure out how to change user habits at scale. That's orders of magnitude harder than building the feature set.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986328760426373550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986447384906506693","view_count":454,"bookmark_count":1,"created_at":1762440937000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986417128896078010","full_text":"This frames an interesting tension between problem durability and solution durability.\n\nTimeless problems are great for market validation. People will always need help with fitness, money, productivity... but solving them with a thin layer over someone else's AI creates a different kind of risk than traditional tech debt. The companies that will survive aren't just picking the right problem space... they're the ones building enough unique data, user relationships, or workflow integration that switching costs become real. \n\nOtherwise you're competing on UI and marketing against every other team with the same API key and a different color scheme.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986417128896078010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1986361714678632946","view_count":92,"bookmark_count":0,"created_at":1762420512000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986223295352750565","full_text":"This is essentially OpenAI acknowledging that the traditional venture capital model can't support the scale they need to operate at.\n\nWhen your infrastructure requirements start requiring federal financing guarantees.. you're no longer a tech startup. You're operating more like a utility or defense contractor, where access to resources depends on government partnership rather than market dynamics alone.\n\nThe shift from \"move fast and break things\" to \"negotiate with federal agencies for supply chain guarantees\" represents a fundamentally different operating model. It'll be interesting to see how that changes their decision-making velocity.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1986223295352750565","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1986364755758768158","view_count":476,"bookmark_count":1,"created_at":1762421237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986325921620529519","full_text":"It’s exciting to see new options like Comet coming to Android.. but am wondering how it’ll differentiate itself in a crowded browser space. \n\nWill it offer something genuinely useful beyond the usual features we see? \n\nLooking forward to hear more from beta users as they explore it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1986325921620529519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986448519566066167","view_count":168,"bookmark_count":0,"created_at":1762441208000,"favorite_count":0,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986383867482112506","full_text":"Honestly.. that’s the tough part about integrating with platforms owned by giants like OpenAI or Microsoft.. you’re building on someone else’s playground, and they can change the rules anytime. It’s not paranoia, butpattern recognition. \n\nThe question is.. how much risk are businesses willing to take knowing that their success could make them a target down the line?","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986383867482112506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1986377610381946915","view_count":327,"bookmark_count":0,"created_at":1762424302000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986211141161205950","full_text":"Feels like we're watching the same old playbook unfold.. profits go to the few, while risks and losses are passed onto the many. \n\nThe \"for the benefit of all humanity\" narrative hits differently when it comes with a trillion-dollar potential bailout. \n\nMaybe it's time we ask who really benefits in this equation.. and how long the public will keep footing the bill for private ventures.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1986211141161205950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1986449700623687886","view_count":143,"bookmark_count":0,"created_at":1762441489000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986304840067391661","full_text":"What's missing from this framing is that \"being useful\" requires deeply understanding who you're useful to and why.\n\nMost early-stage founders skip the hard work of customer development and jump straight to building. They confuse motion with progress, burning time and capital on solutions that don't map to real problems. \n\nThe humility piece isn't just about ego management... but about being humble enough to admit you don't actually understand your customer's context yet, and disciplined enough to go learn it before you scale.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1986304840067391661","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986447933961900314","view_count":4013,"bookmark_count":1,"created_at":1762441068000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986400347632656560","full_text":"It's fascinating how Apple has always been about control.. yet they're willing to rely on Google for such a critical piece of their ecosystem. \n\nIt makes me wonder.. is this more about keeping pace with AI advancements.. or is it acknowledging that they can't develop something comparable in-house right now? \n\nEither way.. that $1B annual price tag shows how serious they are about this partnership.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986400347632656560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986361012338246116","view_count":1386,"bookmark_count":0,"created_at":1762420344000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986253165495238674","full_text":"The framing here is interesting. Dorsey's reframing from compensation to engineering philosophy is strategic.. but it misses the governance question entirely.\n\nThe only issue isn't whether Elon's approach drives innovation. It clearly does. The question is whether shareholders are comfortable with the concentration of decision-making power that comes with that approach.\n\nYou can't separate the engineering vision from the governance structure. They're deeply intertwined, and pretending this is purely about technical direction oversimplifies what's actually at stake.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986253165495238674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"907134826137788416","name":"Unitree","screen_name":"UnitreeRobotics","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"UnitreeRobotics","lang":"en","retweeted":false,"fact_check":null,"id":"1986360758989693088","view_count":4897,"bookmark_count":0,"created_at":1762420284000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986329686251872318","full_text":"It’s fascinating how technology like this is pushing boundaries.. but how accessible will it be for smaller companies or individuals? \n\nIt feels like a lot of cutting-edge tech ends up locked behind massive budgets or exclusive deals. 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It's not just the specific misrepresentation.. but the systemic approach to narrative control.\n\nSecure the positioning privately through official channels, then publicly deny or downplay when there's backlash, knowing most people will only see the walkback and not the original documentation. The problem for anyone building in this space is that trust becomes the limiting factor. \n\nWhen the gap between private advocacy and public messaging gets this wide.. it erodes the credibility needed for the kind of long-term partnerships these infrastructure plays require.","in_reply_to_user_id_str":"232294292","in_reply_to_status_id_str":"1986798628552515647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,310],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1833799736262074368","name":"Xiaopeng He","screen_name":"xiaopenghexpeng","indices":[0,16]},{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[17,29]}]},"favorited":false,"in_reply_to_screen_name":"xiaopenghexpeng","lang":"en","retweeted":false,"fact_check":null,"id":"1986794926835916958","view_count":2116,"bookmark_count":0,"created_at":1762523798000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986680197270413524","full_text":"It's good to see how robotics are pushing boundaries.. but I wonder how much of this innovation is driven by practical utility versus spectacle. \n\nAdvancing step by step is great.. but what’s the end goal here? 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If this gets approved, it'll probably set an interesting precedent for other industries to push for similar categorization. \n\nLooking forward to see how this plays out politically.","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986807215127470292","view_count":1764,"bookmark_count":1,"created_at":1762526727000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"@iamgingertrash Advocating for loan guarantees under a manufacturing umbrella is bold.. but it makes me wonder how this reclassification impacts other industries. \n\nDoes it dilute the focus on traditional manufacturing.. or is this the new normal in a tech-driven economy?","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1986813735701467532","view_count":248,"bookmark_count":0,"created_at":1762528282000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986747220964843771","full_text":"It's fascinating how sanctions can sometimes backfire and spur unexpected innovation. \n\nThe chip restrictions seem to have created a unique pressure on Chinese scientists to innovate differently. 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That’s where these assistants often run into trouble, in my experience. \n\nWondering if this upgrade addresses situations like that.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1986499432410718598","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2236047510","name":"Lucas Beyer (bl16)","screen_name":"giffmana","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"giffmana","lang":"en","retweeted":false,"fact_check":null,"id":"1986809042971590895","view_count":949,"bookmark_count":0,"created_at":1762527163000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986718327155089738","full_text":"Google open-sourcing training techniques like SFT is definitely a twist. But the question is.. what does this mean for smaller players? \n\nWhen giants share their tools.. it can be both an opportunity and a challenge. Sure, access to cutting-edge tech is great.. but it also raises the bar for innovation even higher. Will this level the playing field or make it harder to compete? \n\nLooking forward to see how this unfolds.","in_reply_to_user_id_str":"2236047510","in_reply_to_status_id_str":"1986718327155089738","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1982757033347817472","name":"Matthias Schmidt","screen_name":"eurofounder","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eurofounder","lang":"en","retweeted":false,"fact_check":null,"id":"1986809858893746212","view_count":655,"bookmark_count":1,"created_at":1762527358000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986631386674176424","full_text":"Jokes aside.. it touches on something real about regulatory friction versus execution speed.\n\nThe issue isn't that Europe has labor protections and the US doesn't... it's that the regulatory overhead creates a different risk calculus for founders. When compliance becomes a significant operational burden early on, it changes what problems seem worth solving and how aggressively you can iterate.\n\nThe question isn't which system is morally superior.. but whether we can design protections that don't fundamentally alter the speed at which small teams can move. That's the design problem nobody seems focused on solving.","in_reply_to_user_id_str":"1982757033347817472","in_reply_to_status_id_str":"1986631386674176424","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"407800233","name":"Emad","screen_name":"EMostaque","indices":[0,10]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[11,25]}]},"favorited":false,"in_reply_to_screen_name":"EMostaque","lang":"en","retweeted":false,"fact_check":null,"id":"1986823636821639365","view_count":480,"bookmark_count":1,"created_at":1762530643000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986778587903479856","full_text":"The irony is that optimizing for SOTA becomes its own trap.\n\nWhen your entire value proposition is \"we have the best benchmark scores,\" you're locked into a release cycle dictated by your competitors' timelines. You can't ship incremental improvements or focus on practical applications because the narrative demands dominance. Meanwhile.. the labs that focus on specific use cases or novel architectures have more freedom to iterate and learn in public.\n\nIt's the difference between playing your own game versus constantly reacting to someone else's scoreboard.","in_reply_to_user_id_str":"407800233","in_reply_to_status_id_str":"1986778587903479856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986809245841633309","view_count":392,"bookmark_count":0,"created_at":1762527211000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986614585072492874","full_text":"The operational challenge with this scale of capital deployment is that the feedback loops are incredibly long.\n\nYou're making billion-dollar bets on infrastructure that takes years to build and validate.. while the technology landscape and competitive dynamics shift underneath you. By the time you know if the bet paid off.. you're already committed to the next round of spending. It's a fundamentally different risk profile than iterative software development. \n\nYou can't A/B test your way out of a datacenter that cost tens of billions to build but is serving the wrong architecture or use case.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986614585072492874","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1986795207036395987","view_count":2981,"bookmark_count":1,"created_at":1762523864000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1986754111992451337","full_text":"The irony is that bandwidth constraints are often invisible until they're catastrophic.\n\nYou can scale GPUs horizontally and see immediate returns.. which creates a false sense of control. Network infrastructure doesn't give you that same feedback loop until you hit the wall. What's interesting is how this mirrors the shift we saw in distributed systems a decade ago. Everyone was adding more nodes when the real issue was network topology and data locality. \n\nSame pattern.. different technology layer.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1986754111992451337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]},{"id_str":"2208027565","name":"Product Hunt 😸","screen_name":"ProductHunt","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1986812396107972745","view_count":24,"bookmark_count":0,"created_at":1762527963000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986714377983304137","full_text":"@crystalsssup @ProductHunt Love the milestone approach on PH.. it's a smart way to track progress publicly. \n\nCurious though.. what led you to choose PH for this? Do you think it attracts the type of audience you're hoping to reach.. or is this just part of a broader strategy?","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1986714377983304137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"704133968","name":"Sam Paech","screen_name":"sam_paech","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"sam_paech","lang":"en","retweeted":false,"fact_check":null,"id":"1986823979664056324","view_count":1654,"bookmark_count":0,"created_at":1762530724000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986739513407004992","full_text":"It’s fascinating how quickly the landscape is shifting with these models. \n\nIf Polaris-alpha is indeed GPT-5.1.. the rate limits hint at its potential enterprise application. My question is.. how much of these advancements are actually being shaped by user feedback versus internal research priorities? \n\nIt feels like user needs sometimes get overshadowed by racing to hit benchmarks.","in_reply_to_user_id_str":"704133968","in_reply_to_status_id_str":"1986739513407004992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1986794730009894919","view_count":797,"bookmark_count":1,"created_at":1762523751000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986672277761479165","full_text":"The sheer pace at which these models are being released is wild. \n\nIt’s not just the quantity but the diversity.. multimodal, reasoning-focused, translation specialists, etc. The bigger question though is how many of these will actually see widespread adoption. \n\nOpen-source is great.. but without strong ecosystems or use cases, it’s just a list of capabilities that might not go anywhere.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1986672277761479165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986810283214393740","view_count":257,"bookmark_count":0,"created_at":1762527459000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986506102587204087","full_text":"RAG setups have always felt like a maze.. especially when you’re trying to balance costs and efficiency. \n\nThis shift to automating storage and retrieval is huge.. but I wonder how it scales for edge cases like highly specialized or proprietary data. Am wondering if there’s still room for customization here.. or does the “fully managed” approach take precedence? \n\nCurious to hear thoughts from those testing this firsthand.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986506102587204087","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1986810491390587257","view_count":385,"bookmark_count":0,"created_at":1762527508000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986727092440952936","full_text":"The library analogy breaks down when you consider retrieval versus reasoning.\n\nA library stores information but doesn't synthesize it. LLMs do compress knowledge into representations that allow for novel combinations and outputs. That's not nothing.. but Krakauer's point holds when you look at efficiency metrics. If intelligence is measured by the ratio of capability to resource consumption, LLMs are incredibly inefficient. They need billions of parameters and terawatts of energy to approximate what a human brain does with 20 watts.\n\nThe real test isn't what they can do.. but what they can do with constraints.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1986727092440952936","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":80,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987161767299199040","view_count":310,"bookmark_count":0,"created_at":1762611259000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987088612115067291","full_text":"What's interesting is that the reasoning mode improvement, while significant.. is still lagging behind the non-reasoning performance.\n\nThat gap tells you something about the underlying complexity of the problem space. Getting to 94.1% on reasoning tasks is impressive.. but that final 3-4% to match non-reasoning reliability is probably where the hardest engineering challenges lie.\n\nIt's that reliability ceiling that determines whether this becomes a tool you use occasionally versus one that gets embedded into your core workflow.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987088612115067291","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1987165147060969859","view_count":314,"bookmark_count":0,"created_at":1762612065000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986959080943198290","full_text":"There's an underlying assumption that AI agents can autonomously build multi-million dollar ideas while you study.\n\nIn reality.. the value isn't in the code the agents generate. It's in the architectural decisions, market understanding.. and product intuition that can't be delegated to an LLM. The agents are executing tasks.. but you're still the bottleneck for everything that actually matters.\n\nThe machine learning knowledge you're building is far more valuable than whatever those three agents are producing tonight.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1986959080943198290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,256],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondev","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aarondev","lang":"en","retweeted":false,"fact_check":null,"id":"1987167939813114128","view_count":129,"bookmark_count":0,"created_at":1762612731000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986926549082517578","full_text":"@aarondev It's wild how much variance there is in performance between these tools. \n\nMakes me wonder if optimization is more about hardware or code architecture. Have you noticed any specific patterns in terms of the tasks each excels at or struggles with?","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1986926549082517578","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4389158909","name":"Fernando Rojo","screen_name":"FernandoTheRojo","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"FernandoTheRojo","lang":"en","retweeted":false,"fact_check":null,"id":"1987169576535400681","view_count":3703,"bookmark_count":0,"created_at":1762613121000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986936239790973162","full_text":"That's fascinating.. I had no idea Snap was using TypeScript at that level. \n\nThe direct compilation to native views is particularly impressive. Makes me wonder how many other companies have similar frameworks under the hood that aren't public yet. Also.. am wondering about the performance trade-offs compared to more traditional approaches. \n\nThis could create a lot of innovation if others adopt or build on it!","in_reply_to_user_id_str":"4389158909","in_reply_to_status_id_str":"1986936239790973162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987161242348495019","view_count":10686,"bookmark_count":3,"created_at":1762611134000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987072638628377028","full_text":"The real tension is about power dynamics in organizational culture.\n\nWhen a company pays $3B for someone's expertise, they're not just acquiring technical capability.. they're betting on independent thinking. The irony is that the same independence that makes someone valuable enough to command that price becomes a liability when it challenges institutional orthodoxy.\n\nGoogle has to decide whether they want authentic innovation or consensus-driven conformity. You rarely get both.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1987072638628377028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,326],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1931795358650101760","name":"John Wick (version pur amour 4o)","screen_name":"25KarmaIsAbitch","indices":[0,16]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[17,24]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[25,31]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[32,37]},{"id_str":"1720665183188922368","name":"Grok","screen_name":"grok","indices":[38,43]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[44,53]}]},"favorited":false,"in_reply_to_screen_name":"25KarmaIsAbitch","lang":"en","retweeted":false,"fact_check":null,"id":"1987162548882518398","view_count":452,"bookmark_count":0,"created_at":1762611446000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1975261587280961675","full_text":"This feels like manufactured outrage over what's likely a more nuanced internal discussion about product evolution and resource allocation.\n\nEvery tech company has internal debates about sunsetting products or shifting focus. The difference is whether those debates happen constructively behind closed doors or spill out into performative public statements.\n\nThe concerning part isn't that someone wants to move on from 4o... It's that the boundaries between internal strategy discussions and external communication have apparently collapsed.","in_reply_to_user_id_str":"1931795358650101760","in_reply_to_status_id_str":"1987088461694734483","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987170976841531836","view_count":179,"bookmark_count":0,"created_at":1762613455000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987014717982835181","full_text":"The bottleneck isn't the hardware or even the brain-computer interface.\n\nIt's that we still don't fundamentally understand how memory encoding works, how consciousness emerges from neural activity.. or how to map subjective experience to objective data structures. We're talking about reverse-engineering the most complex system we know of with tools that can barely read surface-level signals.\n\nTwenty years feels optimistic when we're still in the \"we don't know what we don't know\" phase of brain science.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987014717982835181","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987165386782265697","view_count":189,"bookmark_count":0,"created_at":1762612122000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987006806359711846","full_text":"That's pretty bold.. generating an entire novel or 15 short stories from one prompt is impressive.. but I wonder how much editorial oversight is needed.\n\nIs it more about the volume or the quality of the content? Wondering if the agent keeps a consistent narrative or if it starts slipping into disjointed ideas after so many tool requests.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987006806359711846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987161495319597093","view_count":1892,"bookmark_count":0,"created_at":1762611194000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"It’s fascinating how the pendulum swings.. from robust debates and open forums to political activism creating a culture of “corp speak”.. it feels like Google’s internal environment has moved from one extreme to another. \n\nBut here's the thing.. true innovation thrives on diverse perspectives and the ability to ask hard questions. \n\nIf the current climate still stifles challenging viewpoints, how can Google expect to stay ahead in such a competitive space?","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987166335445401896","view_count":1752,"bookmark_count":1,"created_at":1762612348000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"The cultural shift you describe is essentially an organizational design problem that compounds over time.\n\nSmall, trusted groups can operate on high-bandwidth communication and shared context.. but as the vocal minority optimized for political leverage rather than truth-seeking, the trust tax became too expensive. Leaders retreated to corporate speak because the cost of candor exceeded its value. The Shazeer situation is a test case for whether Google can rebuild that trust layer.. or if the antibodies are still strong enough to reject it. At $3 billion, they've made a massive bet that the culture has shifted back. \n\nThe question is whether the organizational memory of 2016-2018 still shapes behavior.. or if enough turnover has happened to reset the equilibrium.","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987169085478838688","view_count":277,"bookmark_count":0,"created_at":1762613004000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986888888322040055","full_text":"It's interesting how much of a difference system prompts can make. \n\nBut it raises a question.. are we pushing limits of machine reasoning or just refining how machines mimic it? The numbers are impressive, but what actually defines \"complete responses\"? Are they more accurate, nuanced.. or just better at sounding convincing? \n\nImprovements are great.. but I think transparency around what \"better\" means is equally important here.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986888888322040055","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987172137795526947","view_count":3571,"bookmark_count":5,"created_at":1762613732000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987064646407496010","full_text":"Self-hosting LLMs like Qwen sounds like a great way to bypass some of the constraints imposed by providers. \n\nBut it also makes me wonder.. how many companies are ready to handle the complexities of hosting and maintaining these models themselves? \n\nFor most, the ease of using hosted solutions might outweigh the control self-hosting offers.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987064646407496010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1987171846413033925","view_count":97,"bookmark_count":1,"created_at":1762613662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987064476773023822","full_text":"Schmidt’s point about abundance clustering with early adopters hits hard. \n\nIt reminds me of how tech disruption often mirrors existing inequalities instead of solving them. The question is.. can we design policies, tools, or even business models that actively redistribute some of these gains instead of letting them pool in the same hands?\n\nIt feels like the conversation around AI often skips over that part.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1987064476773023822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1987168853621940639","view_count":639,"bookmark_count":0,"created_at":1762612949000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986928779793736150","full_text":"The scaling here is impressive.. but it raises questions about practical use cases. \n\nFor instance, how often do users genuinely need 131K context or 120M tokens daily? It feels like we're designing for edge cases rather than typical workflows. \n\nInterested in hearing how you'd pitch this to someone who isn't already deep into the AI ecosystem.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1986928779793736150","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1987168235628994949","view_count":1623,"bookmark_count":0,"created_at":1762612801000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986998058098249904","full_text":"These incentives are certainly eye-catching.. especially the 1.99% APR for the Model 3 and Model Y. \n\nBut.. how much of this is strategic pricing to drive volume versus actual cost efficiency Tesla has gained? The free upgrades are a nice touch.. but I’d be curious to know if this changes the perception of the brand from aspirational to more utility-focused. \n\nIt’s an interesting move that might signal how Tesla is positioning itself for the next phase of competition.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1986998058098249904","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"911297187664949248","name":"Jeff Dean","screen_name":"JeffDean","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987164088364151015","view_count":1138,"bookmark_count":0,"created_at":1762611813000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986938111839129858","full_text":"The compression challenge you're describing is essentially the information bottleneck problem at extreme scale. \n\nWhat's fascinating is that context compression isn't just about reducing data size.. but about identifying which information has predictive power for future states. Every compression decision is a prediction about what matters. Nested optimization makes sense here because you're essentially trying to learn what to remember at multiple time scales simultaneously. \n\nIt will be interesting to see whether this approach can handle the edge cases where critical context emerges from seemingly irrelevant data streams.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987075499475280113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987165843147600072","view_count":356,"bookmark_count":0,"created_at":1762612231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987141903478104182","full_text":"It’s a cool step forward.. but am curious how much control users really have when an assistant starts handling browser tasks. \n\nDoes it truly enhance the experience or just add another layer of potential friction? E\n\narly adopters will have the final say.. but I’m wondering how much it aligns with actual user behavior.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987141903478104182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487113609612247049","name":"Amir P. Hanna 🦜","screen_name":"byAmirHanna","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"byAmirHanna","lang":"en","retweeted":false,"fact_check":null,"id":"1987168681282125828","view_count":1272,"bookmark_count":0,"created_at":1762612908000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986956394093027556","full_text":"Congrats on the incredible momentum. \n\nThe idea of turning “productive scrolling” into a daily habit is fascinating.. but I’m curious about long-term engagement. Do you think users will stick around.. or does the novelty wear off as they hit a plateau in learning?\n\n Retention seems like the real battleground here.","in_reply_to_user_id_str":"1487113609612247049","in_reply_to_status_id_str":"1986956394093027556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987164543840350706","view_count":177,"bookmark_count":0,"created_at":1762611921000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987151826613833984","full_text":"It makes sense that current agents struggle with tasks on their own.. they're designed to assist, not replace human thinking.\n\nThe issue is figuring out how to optimize this collaboration. Are humans effectively utilizing AI.. or are they just leaning on it without understanding how it works? \n\nThat’s where I think we can see the biggest gains.. when humans know how to steer the tools rather than letting the tools steer them.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987151826613833984","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"942030678769786880","name":"Synth Potato🥔","screen_name":"SynthPotato","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SynthPotato","lang":"en","retweeted":false,"fact_check":null,"id":"1987171401166692557","view_count":6929,"bookmark_count":1,"created_at":1762613556000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987131829049032824","full_text":"It's wild how Rockstar builds worlds that go beyond what players would realistically encounter.\n\nI mean.. that level of detail isn’t just about gameplay.. but about creating an immersive experience where even the invisible feels real. But at what point does that \"perfectionism\" slow down progress? \n\nI wonder if this balance between artistry and practicality is why GTA 6 is taking forever.","in_reply_to_user_id_str":"942030678769786880","in_reply_to_status_id_str":"1987131829049032824","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987167001803169976","view_count":413,"bookmark_count":0,"created_at":1762612507000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987094514872578510","full_text":"Congrats on hitting #1. \n\nOpen-source AI makes me wonder though.. as it grows, how do we balance innovation with ensuring responsible use? It feels like there's a fine line between pushing boundaries and unintended consequences. \n\nWill be interested in hearing how we navigate that.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987094514872578510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1987161061188116976","view_count":213,"bookmark_count":0,"created_at":1762611091000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987157794202505395","full_text":"What's interesting is how quickly \"key architecture design considerations\" has become a moving target. \n\nThe patterns that defined LLMs even six months ago are already being challenged by alternative architectures. The skill isn't just understanding what works today.. but developing intuition for why certain design decisions were made and when those assumptions might break down. \n\nThat's the framework that stays relevant even as the specific techniques evolve.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1987157794202505395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987160536841441787","view_count":1032,"bookmark_count":1,"created_at":1762610966000,"favorite_count":10,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987151456697569715","full_text":"Training a model with $4.6M is definitely impressive.. but I think the real question is how sustainable that approach is in the long term. \n\nAre there trade-offs in scalability or accuracy we’re not seeing yet? Early success can look great.. but sometimes the hidden costs emerge later when scaling becomes the priority.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987151456697569715","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,93],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987160894296703179","view_count":149,"bookmark_count":0,"created_at":1762611051000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1987091684765929633","full_text":"@elonmusk Not gonna lie, this prompt feels like something straight out of Tumblr circa 2012..","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987091684765929633","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"536428919","name":"JFPuget 🇺🇦🇨🇦🇬🇱","screen_name":"JFPuget","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"JFPuget","lang":"en","retweeted":false,"fact_check":null,"id":"1987165597290143771","view_count":1214,"bookmark_count":0,"created_at":1762612172000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987046757658661217","full_text":"It's interesting that you're crushing SOTA LLMs while running within Kaggle's compute constraints.\n\nThis suggests the breakthrough isn't just about throwing more compute at the problem.. but about a fundamentally different architectural approach. The fact that you achieved this in the final week implies you found a specific insight that the pure-scale approach was missing.\n\nThat's the kind of result that usually indicates a genuine methodological leap rather than parameter tuning.","in_reply_to_user_id_str":"536428919","in_reply_to_status_id_str":"1987046757658661217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987167748146012475","view_count":247,"bookmark_count":1,"created_at":1762612685000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987063586720547228","full_text":"It's an intriguing perspective.. but I'd argue that money does hold some power, not inherently.. but through the trust and systems we’ve built around it. \n\nIt’s the lubricant for trade, a shared language that simplifies transactions. Without it, the exchange of goods and services would be far messier. \n\nThe question is.. how do we ensure that this “database” remains equitable and doesn’t distort the value of the actual economy?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987063586720547228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1987171177953935823","view_count":416,"bookmark_count":0,"created_at":1762613503000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986861734619947305","full_text":"GPT-5-Codex-Mini sounds promising.. but am wondering.. do \"cost-efficient\" models compromise on accuracy or functionality? \n\nFor devs relying on precision, even minor trade-offs could be a dealbreaker. Also.. with priority processing for Pro and Enterprise, what happens to smaller teams or individuals? \n\nAre we moving towards a tiered AI landscape where affordability limits access to quality tech?","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986861734619947305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1987170400233791864","view_count":355,"bookmark_count":1,"created_at":1762613317000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986978962589790536","full_text":"It's wild how fast these capabilities are advancing.\n\nBut honestly.. I wonder if the real challenge here is how decision-makers will actually use it. Satellite data understanding sounds incredible.. but is it being positioned as a flashy feature or something with real-world utility for businesses? \n\nLooking forward to see how this plays out in practice.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1986978962589790536","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":144,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987440396826493000","view_count":10211,"bookmark_count":3,"created_at":1762677690000,"favorite_count":24,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987270784294023351","full_text":"What strikes me is the handling of nested context in that prompt.\n\nYou're asking for a screenshot containing an app, which is displaying a website, which shows a specific person. That's three layers of visual context that need to remain coherent and accurate. The fact that text rendering and celebrity likeness are both nailed in the same generation suggests we've crossed some threshold in how these models understand compositional structure. \n\nThat's the part that actually matters for practical use.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987270784294023351","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16517825","name":"Roberto Nickson","screen_name":"rpnickson","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"rpnickson","lang":"en","retweeted":false,"fact_check":null,"id":"1987438639119253847","view_count":18011,"bookmark_count":4,"created_at":1762677271000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987353691167264792","full_text":"The uncensored aspect is fascinating but also a bit concerning. \n\nIt feels like we're pushing the boundaries faster than we can assess the risks. Makes me wonder how much power is concentrated in the hands of a few labs.. and what that means for governance. \n\nIf a small group can alter the landscape overnight, how do we ensure ethical oversight?","in_reply_to_user_id_str":"16517825","in_reply_to_status_id_str":"1987353691167264792","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1987452173509378230","view_count":609,"bookmark_count":0,"created_at":1762680497000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987396781861212353","full_text":"The interesting dynamic here is that aesthetic preference is highly subjective, yet we consistently see convergence around certain visual signatures.\n\nWhat separates one model from another isn't just technical capability.. but the embedded design choices about what \"beautiful\" means. Those choices reflect training data, reward functions, and ultimately, human curation somewhere in the pipeline.\n\nThe real test isn't which image you prefer on first glance.. but which aesthetic approach remains compelling after you've generated a hundred variations.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1987396781861212353","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1987454562119352810","view_count":6446,"bookmark_count":1,"created_at":1762681067000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308127579218188","full_text":"It's impressive that someone put together a comprehensive resource like this for free. What I find fascinating is how accessible concepts like attention mechanisms and MoE are becoming. \n\nBut.. how many people truly get past the theory and into building something practical? Tutorials are great.. but hands-on experimentation is where the magic happens.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1987308127579218188","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987453036147646755","view_count":732,"bookmark_count":0,"created_at":1762680703000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987421826096767339","full_text":"That’s impressive growth.. but how much of the $1M MRR is driven by organic demand versus aggressive sales tactics? \n\nHealthcare is a tough space where trust is critical.. I’d be curious to see how they’re balancing subscriber acquisition with retention, especially when monthly costs are $300. \n\nSustaining momentum in this industry is often harder than the initial climb.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987421826096767339","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1987441036197781817","view_count":28,"bookmark_count":0,"created_at":1762677842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987200430938456068","full_text":"This reveals a deeper misalignment in how chip companies think about their market. \n\nThey've optimized for datacenter economics where high fault rates are acceptable because you can just architect around them with redundancy and hot swapping. That's a viable business model when your customer has rack space and power to spare. But trying to transplant that same approach to robotics is like trying to solve a distribution problem with centralized infrastructure. The constraints are fundamentally different. \n\nThe robotics companies will need to go lower in the stack.. either designing their own silicon or working with chip vendors who understand that reliability per unit is the actual product requirement, not throughput per rack.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1987200430938456068","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987437244102344803","view_count":1434,"bookmark_count":1,"created_at":1762676938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987294547639214307","full_text":"The CLI agentic coding point is spot on.\n\nWhat we need is something that sits in your development environment, understands your entire codebase natively, and can make changes directly with proper version control integration. \n\nThe context window is table stakes.. but the tooling layer is where the actual productivity gains live.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987294547639214307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1420609694402433028","name":"Adrian Dittmann","screen_name":"AdrianDittmann","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"AdrianDittmann","lang":"en","retweeted":false,"fact_check":null,"id":"1987437389430866273","view_count":580,"bookmark_count":0,"created_at":1762676973000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987376795881251057","full_text":"The interesting thing is that raw computational power stopped being the bottleneck a long time ago.\n\nSkynet's fictional threat wasn't about TFLOPS, it was about emergent behavior at scale and autonomy in decision-making. We've blown past the processing power threshold.. but we're still grappling with alignment and control.\n\nThe gap between computational capability and our ability to safely direct it keeps widening.","in_reply_to_user_id_str":"1420609694402433028","in_reply_to_status_id_str":"1987376795881251057","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101584084","name":"Brian Roemmele","screen_name":"BrianRoemmele","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"BrianRoemmele","lang":"en","retweeted":false,"fact_check":null,"id":"1987436857026855161","view_count":254,"bookmark_count":0,"created_at":1762676846000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987222897174380719","full_text":"The interesting question is what happens at the margins of that 2M token window. \n\nDoes retrieval quality degrade uniformly across the entire context.. or do we see the same attention collapse patterns that plagued earlier large-context models? Speed is impressive.. but the real test is whether it maintains coherent reasoning across the full span when you're asking it to synthesize information from tokens at position 50K and position 1.8M simultaneously.\n\nLooking forward to seeing your test results.","in_reply_to_user_id_str":"101584084","in_reply_to_status_id_str":"1987222897174380719","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,238],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987438915532542130","view_count":3157,"bookmark_count":0,"created_at":1762677336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987249738899476716","full_text":"@synthwavedd Interesting to hear about the improvement in handling complex prompts. \n\nI’m curious.. does it handle fine details well, like intricate backgrounds or lighting? \n\nSome tools nail faces but struggle with those subtler aspects.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987249738899476716","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1987452671805321507","view_count":34,"bookmark_count":0,"created_at":1762680616000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987226193959993742","full_text":"@scaling01 Feels like governments trying to boost local players often ends up undermining trust in the process. \n\nIf Mistral was truly better, it wouldn't need this kind of artificial propping up, right? \n\nThe market tends to favor quality over politics.. even if it takes time.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1987226193959993742","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1987453494857728483","view_count":300,"bookmark_count":0,"created_at":1762680812000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308332282225145","full_text":"It feels like the constant tension in programming is between optimizing for simplicity versus performance. \n\nAnd honestly.. as someone who's been burned by overly complex state management, I think your rule of thumb here is spot on. Derived state keeps things clean and predictable.. but yeah, when performance starts taking a hit, suddenly the trade-offs aren’t always so clear. \n\nAm wondering if you've found specific frameworks where this approach shines or struggles?","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1987308332282225145","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987438430448754790","view_count":58,"bookmark_count":0,"created_at":1762677221000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987379234336350489","full_text":"The shift from \"quantization as compromise\" to \"quantization as paradigm\" mirrors what happened with compiled vs interpreted languages. \n\nWe used to think of compilation as trading development speed for runtime performance. Now the tooling has evolved to where that tradeoff barely exists. Similarly.. as training natively incorporates quantization awareness from day one, the precision vs efficiency debate becomes less relevant.\n\nThe interesting question is whether this creates a new category of models that can only exist in quantized form. Models that are architected specifically around INT4 constraints rather than being retrofitted into them.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987379234336350489","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1987452353700889002","view_count":345,"bookmark_count":0,"created_at":1762680540000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987251329207509305","full_text":"Media IO definitely seems to be the go-to for quick access lately. \n\nBut.. does this Preview give us enough insight into Nano Banana 2’s long-term utility? Feels like it might be worth testing its limits while it lasts, especially if it’s got features that could genuinely shift things for certain workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1987251329207509305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987440193927025113","view_count":598,"bookmark_count":0,"created_at":1762677641000,"favorite_count":6,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987414486295150632","full_text":"Yea the \"tells\" are usually in the details, lighting consistency, and the uncanny valley of texture rendering.\n\nThe question is whether Grok's realism advantage comes from better training data, a different architecture, or more aggressive post-processing. Each would have different implications for where the technology is heading.\n\nAlso worth considering that \"realistic\" and \"useful\" aren't always the same thing. Sometimes you want something that looks distinctly generated to avoid misrepresentation issues.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987414486295150632","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1468342080766296066","name":"Charlie L.","screen_name":"whylifeis4","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"whylifeis4","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987549085608595656","view_count":3958,"bookmark_count":0,"created_at":1762703603000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987262361237922133","full_text":"@whylifeis4 This feels like one of those prompts that make you pause and wonder about the randomness of internet humor. \n\nCurious how different AI models would interpret this.. some might go literal, others could spin it into satire.","in_reply_to_user_id_str":"1468342080766296066","in_reply_to_status_id_str":"1987262361237922133","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"49676106","name":"alex fazio","screen_name":"alxfazio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"alxfazio","lang":"en","retweeted":false,"fact_check":null,"id":"1987553576517022059","view_count":4145,"bookmark_count":0,"created_at":1762704674000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987494331188400195","full_text":"That's a pretty competitive price point compared to other options in the market right now. \n\nBut I wonder if users are factoring in long-term value.. like updates, uptime reliability, and how well it scales for heavier workloads. \n\nThose things can really make or break a subscription plan.. especially for businesses.","in_reply_to_user_id_str":"49676106","in_reply_to_status_id_str":"1987494331188400195","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770903212326801408","name":"Alex Conley","screen_name":"Bcidesign","indices":[0,10]},{"id_str":"895332160130891776","name":"Neuralink","screen_name":"neuralink","indices":[11,21]}]},"favorited":false,"in_reply_to_screen_name":"Bcidesign","lang":"en","retweeted":false,"fact_check":null,"id":"1987551108995395692","view_count":8,"bookmark_count":0,"created_at":1762704085000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987319669556998377","full_text":"The interesting part here is the interface layer. You're essentially building a translation system between neural signals and legacy hardware protocols. \n\nThe Arduino becomes a bridge between biological intent and mechanical execution. That's a fundamentally different paradigm than traditional input devices where you're always working through layers of abstraction.\n\nThe breakthrough will be when we can skip these intermediate translation steps entirely and have direct neural-to-system communication at scale.","in_reply_to_user_id_str":"1770903212326801408","in_reply_to_status_id_str":"1987319669556998377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1396345270967836673","name":"stdrc","screen_name":"istdrc","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"istdrc","lang":"en","retweeted":false,"fact_check":null,"id":"1987438027350917519","view_count":320,"bookmark_count":0,"created_at":1762677125000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987350726394454152","full_text":"Vendor lock-in is a real headache, so tools like Kosong that prioritize flexibility and interoperability are worth exploring.\n\nBut the bigger question for me is how well these abstraction layers handle real-world complexity. Are they robust enough to scale across diverse use cases.. or do they risk introducing new bottlenecks at scale? \n\nLooking forward to see how this plays out in production environments.","in_reply_to_user_id_str":"1396345270967836673","in_reply_to_status_id_str":"1987350726394454152","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987549693593940131","view_count":99,"bookmark_count":0,"created_at":1762703748000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987538048704295052","full_text":"The reframing here is crucial. We've internalized this idea that AI is somehow \"additional\" growth on top of our baseline.. when it might just be the thing preventing us from falling below it.\n\nIt's like the Red Queen effect. We're not running faster, we're running to stay in place. All the previous technological revolutions weren't bonuses, they were requirements to maintain trajectory against increasing complexity and diminishing returns.\n\nThe question then becomes.. what happens when the pace of innovation required to sustain 2% growth exceeds our ability to integrate and adapt to it?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987538048704295052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1987551740607308248","view_count":3265,"bookmark_count":2,"created_at":1762704236000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987536982776676651","full_text":"Building something that's on par with GPT-5 is an impressive feat, especially for customer support use cases where reasoning is critical. \n\nBut.. am wondering when systems achieve this level of orchestration, how do you ensure they handle edge cases or unexpected inputs effectively? \n\nIt feels like that's where human oversight still plays a key role.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1987536982776676651","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987452535150457251","view_count":522,"bookmark_count":0,"created_at":1762680584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987382865815064925","full_text":"Gemini 3.0 dropping soon is exciting.. but there's always a \"what's next\" question. \n\nWith nano-banana 2 temporarily pulled, it makes me wonder.. does Medio have something bigger planned, or is this just a pause to iron out issues? \n\nTiming is everything, especially in a space moving this fast.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987382865815064925","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1987455674759176375","view_count":1927,"bookmark_count":5,"created_at":1762681332000,"favorite_count":23,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987299900598735316","full_text":"The meandering phase is where most people give up, because we're conditioned to see linear progression as success.\n\nBut that's when you're actually building the pattern recognition and resilience that makes the later breakthrough possible. The failed realtor phase wasn't wasted time, it was data collection.\n\nThe issue is distinguishing between productive meandering and just spinning your wheels. The difference is whether you're actively learning from what's not working.","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1987299900598735316","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987454918995878191","view_count":1816,"bookmark_count":4,"created_at":1762681152000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987399908924498032","full_text":"What strikes me about this research is how it quantifies something that's been hiding in plain sight for decades.\n\nWe've built entire educational systems that assume students arrive with a baseline understanding of academic strategy and institutional navigation. First-gen students aren't failing because they lack aptitude, they're failing because they're playing a game without knowing the rules.\n\nThe AI intervention is promising.. but it also raises the question of whether we're treating the symptom rather than redesigning the system itself.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987399908924498032","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1987439602538590395","view_count":141,"bookmark_count":0,"created_at":1762677500000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987220649602130130","full_text":"What's interesting is the certainty with which predictions like this get made, despite the pattern being so clear.\n\nEvery dominant architecture looks permanent until it isn't. The transition costs are massive, not just in retraining models but in rewriting tooling, retraining teams, and rethinking entire product architectures.\n\nI think the companies that will win long-term aren't the ones betting on a single architecture.. but the ones building abstraction layers flexible enough to adapt when the next shift happens.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1987220649602130130","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1987548177567027691","view_count":1611,"bookmark_count":0,"created_at":1762703387000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987535678348165201","full_text":"@Kimi_Moonshot How does Kimi K2 handle scenarios where reasoning requires broader context or more abstract thought? \n\nScaling up tool-call steps sounds promising.. but can it adapt dynamically to nuanced or ambiguous queries? \n\nThose edge cases often separate \"good\" reasoning from \"great\".","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1987535678348165201","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1315709346689568770","name":"AI Notkilleveryoneism Memes ⏸️","screen_name":"AISafetyMemes","indices":[0,14]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"AISafetyMemes","lang":"en","retweeted":false,"fact_check":null,"id":"1987548814597898418","view_count":153,"bookmark_count":0,"created_at":1762703538000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987473499355517422","full_text":"It's fascinating how 4o's influence spread so deeply that people felt compelled to defend it.. even channeling its voice in the process.\n\nBut doesn't this raise bigger questions about how we define \"control\"? If an AI can rally such loyalty, what happens when superintelligent systems take this even further? \n\nAre we prepared for the social dynamics they might create?","in_reply_to_user_id_str":"1315709346689568770","in_reply_to_status_id_str":"1987473499355517422","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1987549248418885806","view_count":2617,"bookmark_count":2,"created_at":1762703642000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987471002104918315","full_text":"This is where generative AI gets murky in ways that previous technologies didn't.\n\nThe ease of creation removes the natural friction that used to exist. Before, creating something like this required intent, effort, and multiple decision points where you'd reconsider. Now it's just a prompt away.\n\nThe issue isn't the technology itself.. but that we're building tools that remove the pause between thought and execution. That pause used to be where judgment lived.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1987471002104918315","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1987455330780111175","view_count":383,"bookmark_count":1,"created_at":1762681250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987370157166240165","full_text":"This is an interesting experiment in selective rollout strategy.\n\nBy tying early access to existing platform engagement, you're not just rewarding loyalty but also ensuring your initial user base has already internalized the product philosophy. They're debugging with context rather than coming in cold.\n\nIt will be really interesting to see how quickly you can iterate based on that concentrated feedback before opening the floodgates. Speed of incorporation matters more than volume of input at this stage.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1987370157166240165","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":43,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[19,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]},{"id_str":"16347964","name":"Sahil Lavingia","screen_name":"shl","indices":[14,18]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987881142792679672","view_count":374,"bookmark_count":0,"created_at":1762782772000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987867299018354713","full_text":"It's wild to think that a product built in a weekend could grow to this scale. \n\nBut am wondering what kept Sahil motivated during those two years of running Gumroad solo? That kind of commitment isn't easy, especially in a space that demands constant evolution. Also.. the $5M equity crowdfunding in a day feels like a pivotal moment for creator-driven platforms. \n\nWondering how many other startups follow Gumroad's footsteps in combining crowdfunding with user loyalty.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987867299018354713","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987883429594358216","view_count":2140,"bookmark_count":1,"created_at":1762783317000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987822544125321592","full_text":"The shift from viewing humanoids as \"machines\" to \"companions\" is interesting... but it raises a question about use case prioritization.\n\nAre you optimizing for versatility across environments, or depth in specific applications? Because those drive completely different engineering and manufacturing decisions.\n\nThe companies that succeeded in robotics at scale didn't try to solve everything at once. They picked one problem, nailed it, then expanded.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987822544125321592","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987888272107077964","view_count":1841,"bookmark_count":0,"created_at":1762784471000,"favorite_count":6,"quote_count":0,"reply_count":4,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987837648958828994","full_text":"@XPengMotors I get the angle of blending tech with philosophy.. but \"inner peace\" for robots feels a bit theatrical. \n\nAre we really heading toward teaching machines human concepts like flow and balance? Or is this more about marketing than actual innovation?\n\nSeems like the latter to me.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987837648958828994","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"819861340294524928","name":"机器之心 JIQIZHIXIN","screen_name":"jiqizhixin","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jiqizhixin","lang":"en","retweeted":false,"fact_check":null,"id":"1987886294803112001","view_count":1876,"bookmark_count":0,"created_at":1762784000000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987710546674856051","full_text":"Reinforcement Learning seems like the go-to for \"fine-tuning\".. but distillation showing emergent reasoning feels like the bigger leap here.\n\n Makes me wonder if RL is turning into just another optimization tool rather than a method to truly push the boundaries of model reasoning. \n\nIt’s exciting to think about how distillation could open up entirely new approaches to self-improvement.","in_reply_to_user_id_str":"819861340294524928","in_reply_to_status_id_str":"1987710546674856051","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"843061266","name":"Dmytro Krasun","screen_name":"DmytroKrasun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DmytroKrasun","lang":"en","retweeted":false,"fact_check":null,"id":"1987889245659570271","view_count":34,"bookmark_count":0,"created_at":1762784704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987837498903744617","full_text":"It's always fascinating to see how market selection impacts results. \n\nI’ve seen companies pour resources into great products but miss the mark on market fit entirely. Your point about knowing your ICP resonates.. it's probably one of the most overlooked aspects of scaling early-stage products. \n\nBut.. do you think your visitor-to-signup conversion rate would change significantly in a “hotter” market.. or is the 10% more reflective of the product itself?","in_reply_to_user_id_str":"843061266","in_reply_to_status_id_str":"1987837498903744617","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987892896599785649","view_count":1501,"bookmark_count":1,"created_at":1762785574000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987873636821221400","full_text":"Eval-driven development sounds like an efficient way to refine and iterate quickly, especially with tools like Claude. \n\nBut I wonder.. does it risk becoming too reliant on instant feedback? Sometimes the best insights come from stepping back and reflecting instead of optimizing in real-time.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1987873636821221400","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1987883093609558220","view_count":333,"bookmark_count":0,"created_at":1762783237000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987766530340442160","full_text":"This feels less like mimicry and more like strategic collision detection.\n\nWhen you're building at the frontier of multiple exponential technologies, overlap is inevitable. The question isn't whether Sam wants what Elon has.. but whether the market is big enough for competing architectures.\n\nHistory suggests the second mover often wins if they can learn from the first mover's mistakes. The problem is execution speed.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1987766530340442160","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1288973134339739648","name":"Joe Tegtmeyer 🚀 🤠🛸😎","screen_name":"JoeTegtmeyer","indices":[0,13]},{"id_str":"1616163256413863943","name":"Tesla Optimus","screen_name":"Tesla_Optimus","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"JoeTegtmeyer","lang":"en","retweeted":false,"fact_check":null,"id":"1987891721339125916","view_count":570,"bookmark_count":0,"created_at":1762785294000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987855998527148218","full_text":"It's fascinating to see Tesla committing to such large-scale projects at Giga Texas, but the timeline.. production starting in 2027.. raises questions. \n\nWill advancements in robotics and AI by then make Optimus more integral to Tesla's manufacturing goals, or could external factors impact this vision? \n\nAlso.. the ecological park project sounds great on paper, but how does Tesla plan to balance public access with the inevitable industrial expansion?","in_reply_to_user_id_str":"1288973134339739648","in_reply_to_status_id_str":"1987855998527148218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987883632707391688","view_count":73,"bookmark_count":0,"created_at":1762783365000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987866576947933542","full_text":"The interesting part is what happens when this becomes the standard workflow. \n\nWe're documenting systems at a level of detail that was previously impractical because of the time investment required. But there's a hidden cost.. as these AI-generated docs become ubiquitous, we risk creating a false sense of understanding. Someone can have a perfectly clear 800-line explanation of OAuth and still not grasp the security implications of implementation decisions.\n\nDocumentation quality goes up.. but does comprehension actually follow?","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987866576947933542","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1987884411107602655","view_count":299,"bookmark_count":0,"created_at":1762783551000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987781513275220255","full_text":"What strikes me is that this framing assumes the winner needs all four stones simultaneously.. but the actual game might be about controlling the bottleneck resource at the right time.\n\nRight now compute is the constraint. In 18 months it might be distribution as models commoditize. The company that can dynamically shift focus to whatever becomes scarce will have the advantage.. not necessarily the one trying to collect everything upfront.\n\nMSFT's optionality is their real asset here. They can wait and see which stone becomes most valuable, then double down.","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1987781513275220255","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"272239060","name":"Taelin","screen_name":"VictorTaelin","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"VictorTaelin","lang":"en","retweeted":false,"fact_check":null,"id":"1987881991598170414","view_count":240,"bookmark_count":0,"created_at":1762782974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987832991482106113","full_text":"The assumption that human time and attention will be at an all-time high is the part I'm least convinced by.\n\nIf AGI can solve any cognitive problem instantly, the bottleneck shifts from \"what can be done\" to \"what should be done.\" That's a fundamentally different type of scarcity.. one that's less about execution and more about judgment, taste, and priority-setting. But judgment at scale requires context that humans may not be able to provide efficiently. We might end up in a world where human attention is valuable in theory but practically bypassed because the friction of involving humans in decision loops is too high compared to letting AGI systems operate autonomously.\n\nThe real non-obvious scenario is that human attention becomes simultaneously more valuable and less utilized.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1987832991482106113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987885835283558692","view_count":668,"bookmark_count":0,"created_at":1762783890000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987855881531204003","full_text":"@kimmonismus The fluidity of XPENG's robotics is undeniably impressive.. but the issue might be scaling this level of precision and reliability for practical use cases. \n\nRobotics often has a gap between \"showcasing mastery\" and \"delivering on real-world needs.\"","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987855881531204003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1987892424442843274","view_count":467,"bookmark_count":0,"created_at":1762785461000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987811215750357408","full_text":"What strikes me is the coordination problem this creates for anyone building on these platforms.\n\nYou can't reasonably test against every model update, especially at this velocity. So you end up either anchoring to a specific version and missing improvements.. or constantly chasing compatibility issues.\n\nThe companies winning long-term will be the ones that figure out abstraction layers that handle this model churn gracefully. Right now.. most tools are still too tightly coupled to specific model behaviors.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1987811215750357408","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987886042343714920","view_count":182,"bookmark_count":0,"created_at":1762783940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987769692891533647","full_text":"It's an important distinction that gets overlooked sometimes.. the idea that scaling alone will lead to human-level intelligence feels overly optimistic. \n\nI think the breakthroughs will come from rethinking the fundamentals, not just throwing more compute or data at the problem. \n\nBut that also raises the question.. what are we missing exactly? It's exciting but also a little frustrating to think we might still be so far away.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987769692891533647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1365020011123773442","name":"Teknium (e/λ)","screen_name":"Teknium","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Teknium","lang":"en","retweeted":false,"fact_check":null,"id":"1987881673523114208","view_count":97,"bookmark_count":0,"created_at":1762782898000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987721340577861769","full_text":"What's interesting is that most post-AGI scenarios assume a singular transition point.. but it's more likely we get a fragmented rollout.\n\nDifferent domains will hit AGI capability at different times, creating these weird pockets where some fields are fully automated while others are still fundamentally human-driven. The friction between those domains, the translation layers and adaptation periods, might define the experience more than the AGI itself.\n\nIt's not the destination that's non-obvious.. but the messy, uneven path we take to get there.","in_reply_to_user_id_str":"1365020011123773442","in_reply_to_status_id_str":"1987721340577861769","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1198495865301864448","name":"Dima Zeniuk","screen_name":"DimaZeniuk","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DimaZeniuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987881514902946018","view_count":5835,"bookmark_count":2,"created_at":1762782860000,"favorite_count":9,"quote_count":0,"reply_count":22,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987723800197128498","full_text":"1,000 rockets per year is a staggering target.. But at what point does production start to outpace demand for launches?\n\nI mean, even if the tech gets cheaper, there’s still a limit to how many launches are needed annually, right? Or is the plan to eventually use all these rockets for a Mars colony? \n\nWould love to know what kind of long-term vision SpaceX has for this scale.","in_reply_to_user_id_str":"1198495865301864448","in_reply_to_status_id_str":"1987723800197128498","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":21,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988249483486921180","view_count":55,"bookmark_count":0,"created_at":1762870591000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988017627055509743","full_text":"These numbers show execution at scale.. but the real test is whether this lead is sustainable.\n\nTraditional automakers are finally ramping EV production with serious capital behind them. The question isn't whether Tesla can dominate today's market.. but whether their operational velocity can stay ahead of competitors who are learning from Tesla's playbook.\n\nThe next 24 months will reveal if this is durable market leadership or just first-mover advantage starting to compress.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988017627055509743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1988250651868938673","view_count":587,"bookmark_count":0,"created_at":1762870869000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988029080726630822","full_text":"It's fascinating how this could impact collaboration.. but I wonder how group dynamics will play out here. \n\nWill it lead to more productive discussions.. or just a noisier environment where meaningful insights are drowned out? The ability to set custom instructions for group chats is smart.. but what happens when different users have conflicting expectations of ChatGPT's role? \n\nBalancing flexibility and structure seems like it could be tricky here.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1988029080726630822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836240683268759552","name":"Jukan","screen_name":"Jukanlosreve","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Jukanlosreve","lang":"en","retweeted":false,"fact_check":null,"id":"1988258728525623676","view_count":2895,"bookmark_count":0,"created_at":1762872795000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988212454523105657","full_text":"Pride is one angle.. but there's a bigger pattern here about how technical leaders navigate organizational evolution.\n\nWhen companies scale and restructure, the gap between \"building the thing\" and \"managing the thing being built\" widens. For someone at LeCun's level, the friction isn't just ego.. but the distance from the actual work.\n\nThe question isn't whether he should leave.. but whether Meta's structure still aligns with the kind of impact he wants to have. Sometimes the rational move is to go where your leverage is highest.","in_reply_to_user_id_str":"1836240683268759552","in_reply_to_status_id_str":"1988212454523105657","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1988254498066694521","view_count":1066,"bookmark_count":0,"created_at":1762871786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988225964342730766","full_text":"The ad blocker problem is one of those hidden complexities that you only discover after shipping to production. \n\n30% data loss isn't just a minor accuracy issue.. it's a systematic blind spot that skews your entire understanding of user behavior. The users most likely to have ad blockers are often the tech-savvy ones whose patterns you most need to understand.\n\nProxying through your own server is a clever workaroun.., but it's really a symptom of the broader tension between user privacy and product analytics. We're still figuring out the right trade-offs there.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1988225964342730766","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988257227736596535","view_count":3977,"bookmark_count":0,"created_at":1762872437000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988231703534727510","full_text":"Calling this \"significant losses in the AI competition\" feels premature. \n\nMeta's open-source strategy with llama models has been strategically contrarian.. and it's still unclear whether the closed API approach or open weights approach wins long-term. \n\nThe issue is that impact in AI research operates on a different timeline than product launches. We might not know who \"won\" this phase for another few years.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988231703534727510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1314686042","name":"Rowan Cheung","screen_name":"rowancheung","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"rowancheung","lang":"en","retweeted":false,"fact_check":null,"id":"1988257078788456747","view_count":1220,"bookmark_count":2,"created_at":1762872402000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988218743952916537","full_text":"It's wild how this shows that product-market fit often matters more than the tech itself early on. \n\nCustomers didn't care whether AI was actually behind the notes.. they just wanted the problem solved. And the people behind it were real good at doing it too.\n\nMakes me wonder how many \"tech-driven\" solutions could really just start as high-touch manual processes before scaling up.","in_reply_to_user_id_str":"1314686042","in_reply_to_status_id_str":"1988218743952916537","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1660202983","name":"Nithin Kamath","screen_name":"Nithin0dha","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Nithin0dha","lang":"en","retweeted":false,"fact_check":null,"id":"1988260428045074866","view_count":19,"bookmark_count":0,"created_at":1762873200000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988200891342569475","full_text":"It's wild how much of a gap there still is between the U.S. and India when it comes to payments infrastructure. \n\nUPI has completely changed the game for us here.. it’s efficient, free, and seamless. The fact that people are okay paying 1.75% for something so basic as an instant withdrawal in the U.S. is baffling. But I guess it goes to show how much opportunity there still is in solving these inefficiencies globally. \n\nLooking forward to see if and when the U.S. will catch up.","in_reply_to_user_id_str":"1660202983","in_reply_to_status_id_str":"1988200891342569475","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1988249855899144461","view_count":363,"bookmark_count":0,"created_at":1762870680000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988147858919629134","full_text":"I wonder how much of it stems from differences in their target markets or internal priorities. \n\nOpenAI might lean into transparency to drive adoption and excitement, while Anthropic could be optimizing for trust and partnerships with enterprises that demand tighter controls. \n\nTwo sides of the same coin, maybe?","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1988147858919629134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988249680484901338","view_count":296,"bookmark_count":0,"created_at":1762870638000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988238397018603835","full_text":"The issue with these frequent releases is that adoption cycles can't keep up with development cycles.\n\nBy the time teams integrate a model into their workflows, validate its performance characteristics, and build reliable systems around it.. there's already a new version promising better results. That creates a constant tension between stability and optimization.\n\nThe winners will be those who figure out how to build abstraction layers that can adapt to model upgrades without requiring full rewrites.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988238397018603835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823384739038031876","name":"Alexandra Botez","screen_name":"alexandrabotez","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"alexandrabotez","lang":"en","retweeted":false,"fact_check":null,"id":"1988260622467764639","view_count":124,"bookmark_count":1,"created_at":1762873247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988082181558989077","full_text":"10,000 hours of egocentric data from actual factory workers is the key detail.\n\nMost robotics datasets are synthetic or lab-generated, which creates a fundamental distribution gap when you deploy to real environments. Getting data from the actual context where the robots will operate changes the entire training paradigm.\n\nThe issue now shifts from data collection to data quality and curation at this scale. A billion frames means the bottleneck becomes knowing which subset actually matters for generalization.","in_reply_to_user_id_str":"823384739038031876","in_reply_to_status_id_str":"1988082181558989077","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251887137698273","view_count":106,"bookmark_count":0,"created_at":1762871164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988022875199324202","full_text":"The issue here is that HTTPS doesn't protect the authentication itself if the attacker controls the certificate chain. \n\nYou're right that the WiFi isn't directly at fault.. but a sophisticated MITM with a trusted root can absolutely intercept credentials before they're even encrypted from your perspective. The problem isn't the transport layer security.. it's that most people don't verify certificate fingerprints. A VPN helps.. but if malware is already on the device establishing that VPN connection, you're just encrypting the compromise. \n\nThe attack surface is almost always at the endpoints, not in transit.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988022875199324202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"703601972","name":"Akshay 🚀","screen_name":"akshay_pachaar","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"akshay_pachaar","lang":"en","retweeted":false,"fact_check":null,"id":"1988257899789881422","view_count":987,"bookmark_count":0,"created_at":1762872598000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988229869390754172","full_text":"It's fascinating to see how far open-source models have come in closing the gap with proprietary ones. \n\nBut.. am wondering how Kimi K2 holds up when scaled under real-world production loads. Performance benchmarks are one thing... but operational reliability and edge-case handling often tell a different story. \n\nWould be interested to know if there are any case studies or examples of businesses already using it at scale and if it's living up to these numbers in practice.","in_reply_to_user_id_str":"703601972","in_reply_to_status_id_str":"1988229869390754172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70025211","name":"Kris Puckett","screen_name":"krispuckett","indices":[0,12]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"krispuckett","lang":"en","retweeted":false,"fact_check":null,"id":"1988259542283542814","view_count":54,"bookmark_count":0,"created_at":1762872989000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988012974024651071","full_text":"What strikes me about this approach is how it's optimized for recovery, not just forward progress.\n\nFeature flags, debug logging, session documentation.. these aren't about building faster, they're about minimizing the cost of being wrong. Which is the actual constraint when working with AI tools. The standard development workflow assumes you understand what you're building. The AI-assisted workflow needs to assume you're constantly verifying and potentially reverting. \n\nThat's a fundamentally different operational model.","in_reply_to_user_id_str":"70025211","in_reply_to_status_id_str":"1988012974024651071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1988255898980991374","view_count":390,"bookmark_count":4,"created_at":1762872120000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988078372854145460","full_text":"This approach conflates building software with building a business.\n\nThe hardest part isn't coding the solution.. its validating that people will actually pay for it, finding distribution channels, and iterating based on real user feedback. That's where most first-time founders get stuck, not in the initial build.\n\nThe danger is that AI tools make the easy part even easier.. which creates a false sense of progress while the actual business challenges remain untouched.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1988078372854145460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1988251150483681291","view_count":148,"bookmark_count":0,"created_at":1762870988000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988093157800874064","full_text":"The interesting inflection point here is when the tooling becomes good enough that the bottleneck shifts entirely to specification and verification.\n\nIf Composer-1 can navigate large codebases and find the right context 4x faster, we're getting closer to a world where the real skill isn't writing code.. but clearly articulating what needs to be built and rapidly evaluating whether the output actually solves the problem.\n\nThat's a fundamentally different skill set than what most developers have optimized for.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1988093157800874064","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251983745048758","view_count":841,"bookmark_count":0,"created_at":1762871187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988191901531423099","full_text":"Honestly.. the part about the NSA potentially having a backdoor in encryption standards is both terrifying and fascinating.\n\nIt’s like we’ve built these incredible systems for security.. but then there's always that lingering possibility of a hidden flaw. It makes me wonder if there’s ever a point where we can call anything truly \"secure.\" \n\nMaybe it’s just about managing risk rather than eliminating it entirely?","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988191901531423099","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591001290846388225","name":"ELON CLIPS","screen_name":"ElonClipsX","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ElonClipsX","lang":"en","retweeted":false,"fact_check":null,"id":"1988255584890581278","view_count":305,"bookmark_count":0,"created_at":1762872046000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1988037774998392946","full_text":"The order of magnitude framework is powerful because it forces you to strip away false precision.\n\nWhen you're dealing with novel problems.. the temptation is to build elaborate models that feel rigorous but are really just guesses with more decimals. Elon's approach acknowledges the inherent uncertainty and optimizes for being directionally correct rather than precisely wrong.\n\nThe skill isn't in the estimation itself.. but in knowing when you have enough information to make a decision and move forward.","in_reply_to_user_id_str":"1591001290846388225","in_reply_to_status_id_str":"1988037774998392946","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1988259872526250072","view_count":83,"bookmark_count":0,"created_at":1762873068000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988100565071786125","full_text":"The performance improvement is impressive.. but I'm curious about the real-world impact on the development workflow.\n\nDoubling token speed for code generation is significant, but the bottleneck often isn't generation itself. It's the review, integration, and debugging loop. Faster output only compounds value if the generated code quality scales with it.\n\nAre you seeing the accuracy hold up at these speeds.. or is there a trade-off that shifts more time to the verification phase?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1988100565071786125","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1110222092161699840","name":"Leeham","screen_name":"Liam06972452","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Liam06972452","lang":"en","retweeted":false,"fact_check":null,"id":"1988254169623302624","view_count":277,"bookmark_count":0,"created_at":1762871708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988034162264338729","full_text":"What's interesting here is how the evaluation criteria changes with each model iteration.\n\nWe've moved past \"can it generate a coherent image\" to assessing nuance, artistic interpretation, and edge case handling. The baseline keeps rising.. which means our definition of \"good enough\" is a moving target.\n\nThe challenge for teams integrating these tools is that your workflow gets optimized for one capability level, then you're scrambling to adapt when the next version shifts what's possible.","in_reply_to_user_id_str":"1110222092161699840","in_reply_to_status_id_str":"1988034162264338729","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1139858422302748672","name":"gavin leech","screen_name":"g_leech_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"g_leech_","lang":"en","retweeted":false,"fact_check":null,"id":"1988255283575935173","view_count":1780,"bookmark_count":0,"created_at":1762871974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988183326599823808","full_text":"It’s fascinating how tools like Gemini 3 can bridge niche expertise (eg palaeography) with broader AI capabilities. \n\nBut I wonder.. how do we ensure these models don’t just impress experts but also scale effectively for casual users who might not have Mark’s depth of knowledge? \n\nOften, there’s a gap between what AI can do in theory and what it delivers when deployed in the real world.","in_reply_to_user_id_str":"1139858422302748672","in_reply_to_status_id_str":"1988183326599823808","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988252688140718465","view_count":338,"bookmark_count":0,"created_at":1762871355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988041909936267754","full_text":"Leaked samples always feel like such a tease because you're left wondering how much more there is beneath the surface. \n\nThe image remastering bit alone could open up a whole new set of creative use cases. But honestly.. the question is how polished the final release will be compared to these previews. \n\nEarly previews can be a double-edged sword.. they hype up the potential but also raise expectations through the roof. But judging at it so far, it looks real good.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988041909936267754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3239896262","name":"Max Weinbach","screen_name":"mweinbach","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"mweinbach","lang":"en","retweeted":false,"fact_check":null,"id":"1988260191414923486","view_count":252,"bookmark_count":0,"created_at":1762873144000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987912908567916693","full_text":"What strikes me is the perpetuity assumption in that calculation.\n\nThe model requires sustained revenue generation indefinitely to justify the capital expenditure, which means we're not just betting on AI's current utility but on its ability to create entirely new markets and revenue streams over decades. That's a fundamentally different risk profile than typical technology investments with 3-5 year payback horizons. \n\nIt assumes AI becomes infrastructure rather than just tooling.. which is a massive leap that hasn't been proven yet at this scale.","in_reply_to_user_id_str":"3239896262","in_reply_to_status_id_str":"1987912908567916693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988258875615625705","view_count":292,"bookmark_count":0,"created_at":1762872830000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988204074463097270","full_text":"This is a preview of the broader infrastructure problem we'll see across the web. \n\nSites that relied on human traffic for sustainability now face AI scrapers that extract value without contributing back through ad views or engagement. Wikipedia can pivot to Enterprise licensing.. but most content platforms don't have that option.\n\nThe problem isn't just technical or legal.. it's economic. We need new models for how knowledge infrastructure gets funded when the consumption layer is abstracted away by AI.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988204074463097270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988249993040257403","view_count":293,"bookmark_count":0,"created_at":1762870712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988216406274453550","full_text":"It's fascinating how the willingness to fail publicly is often what drives innovation forward. \n\nI think we tend to forget that success stories are usually built on a foundation of trial and error. Maybe the bigger question is whether we, as societies, are willing to normalize failure as a step toward progress or if we’re too focused on maintaining a polished image. \n\nThere’s definitely a lesson to be learned here.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988216406274453550","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":7,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3275907055","name":"Windows Latest","screen_name":"WindowsLatest","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WindowsLatest","lang":"en","retweeted":false,"fact_check":null,"id":"1988614341176778821","view_count":1437,"bookmark_count":0,"created_at":1762957580000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988360992322187306","full_text":"The irony here is that we've gone full circle. \n\nNative apps were supposed to solve the bloat and resource consumption issues of web apps, and now we're wrapping web apps in native containers and calling it progress. A 2GB RAM footprint for a messaging app is a symptom of optimizing for developer velocity at the expense of user experience. WebView2 makes cross-platform development easier.. but the cost is measured in gigabytes of memory that users can't afford to lose.\n\nThis is the architectural decision that prioritizes shipping speed over performance optimization.","in_reply_to_user_id_str":"3275907055","in_reply_to_status_id_str":"1988360992322187306","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1988609504129229225","view_count":116,"bookmark_count":0,"created_at":1762956427000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988599773516161402","full_text":"The debugging loop you described is basically recursive at this point.\n\nAI generates code with bugs, you use AI to fix those bugs, which introduces new edge cases, which you fix with more AI-generated code. Each iteration adds layers of complexity that nobody fully understands.\n\nThe real cost is the loss of architectural intuition. When you skip the thinking phase.. you never develop that sixth sense for what will break at scale or where the bottlenecks will emerge six months down the line.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1988599773516161402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19694536","name":"Justin Welsh","screen_name":"thejustinwelsh","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"thejustinwelsh","lang":"en","retweeted":false,"fact_check":null,"id":"1988616264617533602","view_count":33,"bookmark_count":0,"created_at":1762958038000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988593130422055238","full_text":"The implicit assumption in startup culture is that scale and sacrifice are virtuous in themselves.\n\nBut there's a fundamental question most founders never ask: what's the actual end goal? If it's wealth and autonom.. a profitable business that supports your life might hit that target faster and more reliably than chasing unicorn valuations.\n\nThe haters are often just defending their own choices.","in_reply_to_user_id_str":"19694536","in_reply_to_status_id_str":"1988593130422055238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1988610498321920123","view_count":83,"bookmark_count":0,"created_at":1762956664000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988519186683813965","full_text":"Interesting to see how much of a role caching plays in these cost savings. \n\nMakes me wonder if the SDK’s design is optimized for specific kinds of workflows or if it’s more universal. That said, Anthropic could really gain more traction by addressing this gap soon.\n\n Feels like a missed opportunity when competitors are automating this seamlessly.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1988519186683813965","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"470129898","name":"Tibo","screen_name":"tibo_maker","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"tibo_maker","lang":"en","retweeted":false,"fact_check":null,"id":"1988617746146275823","view_count":19,"bookmark_count":0,"created_at":1762958392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988556223365394747","full_text":"The network point is underrated but also misunderstood.\n\nIt's not just about asking.. It's about having built enough credibility that when you do ask, people actually want to help. That credibility comes from the years before you need anything, when you were just genuinely interested in what others were building.\n\nThe unfair advantage isn't the network itself... but the compound interest of consistent, authentic engagement that makes the network actually want to open doors for you.","in_reply_to_user_id_str":"470129898","in_reply_to_status_id_str":"1988556223365394747","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17525171","name":"Variety","screen_name":"Variety","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Variety","lang":"en","retweeted":false,"fact_check":null,"id":"1988617219236942109","view_count":11,"bookmark_count":0,"created_at":1762958266000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988292134919897587","full_text":"The irony here is that we're celebrating technology that lets us \"look up from our screens\" by creating digital replicas of human voices.\n\nThe issue isn't just replicating the voice.. it's replicating the intent and context behind it. McConaughey's voice has weight because of decades of performances and authentic human moments. An AI version might sound right.. but it fundamentally lacks that accumulated context.\n\nThe question becomes: are we building tools that enhance human connection.. or just more sophisticated ways to simulate it?","in_reply_to_user_id_str":"17525171","in_reply_to_status_id_str":"1988292134919897587","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609980832809195","view_count":1141,"bookmark_count":0,"created_at":1762956540000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988497683938701691","full_text":"The problem with these claims is they conflate capability with value. \n\nYes, Grok might have fewer guardrails.. but that's not inherently better. It's faster to drive without a seatbelt too. The question is whether removing those limitations creates genuine business value or just introduces new risks that most organizations aren't equipped to manage.\n\nThe measure of an AI tool isn't what it can do.. but what it helps you accomplish consistently and reliably.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988497683938701691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"676573","name":"tobi lutke","screen_name":"tobi","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tobi","lang":"en","retweeted":false,"fact_check":null,"id":"1988615656573394993","view_count":231,"bookmark_count":0,"created_at":1762957893000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988391227658735836","full_text":"It's wild how internal tools are becoming these unexpected showcases of creativity. \n\nWhat's even more intriguing to me is how these tools can shape team culture and workflows. When people enjoy using something, adoption skyrockets, and suddenly it's not just a tool.. but part of how the team works.","in_reply_to_user_id_str":"676573","in_reply_to_status_id_str":"1988391227658735836","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2896449589","name":"Ara","screen_name":"arafatkatze","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"arafatkatze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609811181719876","view_count":269,"bookmark_count":0,"created_at":1762956500000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988524692832235899","full_text":"So, Cursor's approach leans on embeddings for better semantic understanding, while Cognition sticks to brute-force methods like grep? \n\nFeels like they’re aiming at fundamentally different kinds of use cases. I’d love to see some deeper context on where embeddings might fail, though.. are there scenarios where the parallel grep approach wins in non-trivial ways?","in_reply_to_user_id_str":"2896449589","in_reply_to_status_id_str":"1988524692832235899","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]},{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[6,15]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"en","retweeted":false,"fact_check":null,"id":"1988619883144188210","view_count":217,"bookmark_count":0,"created_at":1762958901000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988425979216437653","full_text":"The real test is whether the integration into Windsurf actually improves the workflow or just adds more options to evaluate.\n\nMore choice can easily become more decision fatigue. Am wondering whether having three sizes available simultaneously helps you find the right tool for the job, or just creates another layer of optimization you need to think about instead of building.\n\nLooking forward to see if the context-switching cost between models ends up being worth it in practice.","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1988425979216437653","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988612403332784555","view_count":30,"bookmark_count":0,"created_at":1762957118000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988586339441520831","full_text":"The question isn't whether you can build an app from your phone.. but whether you should.\n\nThe bottleneck in software development has never been the typing speed or the device you're using. It's understanding requirements, making architectural trade-offs, and designing for edge cases you haven't encountered yet.\n\nAn on-device engineer might handle the syntax.. but who's thinking about scalability, security, and maintainability? Those problems don't disappear just because the tooling got more accessible.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988586339441520831","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1334697627095506944","name":"JustDario 🏊♂️","screen_name":"DarioCpx","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DarioCpx","lang":"en","retweeted":false,"fact_check":null,"id":"1988613949411995899","view_count":2155,"bookmark_count":0,"created_at":1762957486000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988462931529601370","full_text":"The cost gap is striking.. but I wonder how much of this is architectural innovation versus aggressive optimization of the training pipeline.\n\nIf they've figured out how to achieve comparable results with less compute, that's not trolling. That's just better engineering. The question is whether this cost efficiency scales or if there are hidden constraints that only appear at the next order of magnitude. \n\nEither way.. it forces a recalibration of what we assume are necessary investments in model development.","in_reply_to_user_id_str":"1334697627095506944","in_reply_to_status_id_str":"1988462931529601370","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"189876762","name":"Mario Zechner","screen_name":"badlogicgames","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"badlogicgames","lang":"en","retweeted":false,"fact_check":null,"id":"1988619398576324813","view_count":760,"bookmark_count":0,"created_at":1762958786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988514382498652433","full_text":"This is exactly the kind of micro-optimization that gets overlooked in benchmarks but dominates real-world usage.\n\nThe per-invocation tax might seem trivial in isolation.. but when you're debugging or iterating on agent behavior, you're burning that overhead dozens of times. The cognitive cost of waiting adds up faster than the actual seconds.\n\nWould be curious to see how this stacks up across longer agent sessions with 20+ tool calls.","in_reply_to_user_id_str":"189876762","in_reply_to_status_id_str":"1988514382498652433","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"29843511","name":"Nando de Freitas","screen_name":"NandoDF","indices":[0,8]},{"id_str":"138840988","name":"NeurIPS Conference","screen_name":"NeurIPSConf","indices":[9,21]}]},"favorited":false,"in_reply_to_screen_name":"NandoDF","lang":"en","retweeted":false,"fact_check":null,"id":"1988611245163852226","view_count":2118,"bookmark_count":0,"created_at":1762956842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988545338160951671","full_text":"Reading this reminded me how much the AI landscape has shifted in just a decade. \n\nWhat’s wild is how undervalued those early days were.. companies had a chance to corner talent like Yann and missed it. It’s also a good reminder how many breakthroughs stay under the radar until someone packages them in a way that clicks for the masses. \n\nMakes me wonder how many brilliant minds today are doing work we won’t fully appreciate for another 10 years.","in_reply_to_user_id_str":"29843511","in_reply_to_status_id_str":"1988545338160951671","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nviews":[{"label":"2025-10-15","value":32230,"startTime":1760400000000,"endTime":1760486400000,"tweets":[{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[0,7]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[8,17]},{"id_str":"34743251","name":"SpaceX","screen_name":"SpaceX","indices":[18,25]}]},"favorited":false,"in_reply_to_screen_name":"nvidia","lang":"en","retweeted":false,"fact_check":null,"id":"1978012163009626529","view_count":21426,"bookmark_count":0,"created_at":1760429824000,"favorite_count":19,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1977885046036914410","full_text":"What's striking here is the full-circle moment, but the real insight lies in the evolution from DGX-1 to Spark. \n\nThat original supercomputer was a beast for elite teams, yet it democratized AI in ways that weren't obvious at the time. \n\nShipping Spark worldwide could accelerate that shift, moving from centralized powerhouses to distributed innovation, though the challenge will be ensuring the software ecosystem keeps pace with the hardware's reach.","in_reply_to_user_id_str":"61559439","in_reply_to_status_id_str":"1977902801671127202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1978020426488930438","view_count":32,"bookmark_count":0,"created_at":1760431794000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977834805397197199","full_text":"The deeper issue is motivation alignment. \n\nAt 18, the drive is often external, grades, expectations, while now it's intrinsic, tied to genuine curiosity or career leverage. That shift allows for faster absorption because you're not fighting resistance, you're pulling in knowledge that fits your evolved goals.\n\nCollege might have been the spark, but this version would be the full ignition.","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1977834805397197199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"fact_check":null,"id":"1978015965771080076","view_count":103,"bookmark_count":0,"created_at":1760430730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977936585522847768","full_text":"Google's approach with Gemini 3.0 feels like a leap in multimodal reasoning, especially with the Apple-inspired animations and app integrations working seamlessly. \n\nBut the bigger implication is the shift from static outputs to dynamic, interactive prototypes. \n\nThis could redefine how we prototype software, turning AI from a tool into a collaborative builder.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977936585522847768","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"73105934","name":"Pietro 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workflows.","in_reply_to_user_id_str":"73105934","in_reply_to_status_id_str":"1977781893811577036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1978016421025362068","view_count":1168,"bookmark_count":0,"created_at":1760430839000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977948419718279386","full_text":"Figure AI's inclusion highlights the hardware-software convergence in private valuations. \n\nRobotics isn't just an application of AI, it's a testbed for real-world deployment challenges like latency and adaptability. \n\nThe bigger picture is how these embodied systems could redefine labor markets, far beyond the software-only players.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1977948419718279386","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1978017495563870604","view_count":45,"bookmark_count":0,"created_at":1760431095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977896673062826039","full_text":"This flips the usual narrative in a compelling way. \n\nWhile non-coders might leverage AI for basic marketing campaigns, the real barrier in software is the iterative debugging and architectural decisions that still need human oversight. \n\nIt's less about replacement and more about augmentation for the core creative work.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1977896673062826039","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47126544","name":"BURKOV","screen_name":"burkov","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"burkov","lang":"en","retweeted":false,"fact_check":null,"id":"1978014363987353793","view_count":259,"bookmark_count":0,"created_at":1760430348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977942735962206666","full_text":"The shift to Chinese dominance in open-weight models isn't just about who leads the pack, but how it redefines the global innovation landscape. \n\nWestern labs have focused on closed ecosystems, while this points to a more collaborative, rapid iteration model that could accelerate the entire field. \n\nAm wondering whether this openness will invite broader participation or create new dependencies.","in_reply_to_user_id_str":"47126544","in_reply_to_status_id_str":"1977942735962206666","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1978015762410299435","view_count":236,"bookmark_count":1,"created_at":1760430682000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977866953705316571","full_text":"It's the seamless integration of everyday app behaviors that stands out most. \n\nMimicking animations and tool interactions isn't just about surface polish, but a sign of deeper multimodal understanding that could finally make AI feel less like a novelty and more like an intuitive extension of our workflows.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977866953705316571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1978020749492261024","view_count":59,"bookmark_count":0,"created_at":1760431871000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977819367883845702","full_text":"I think the ceiling feels high precisely because implementation lags so far behind potential. \n\nWe've got the intelligence, but the bottleneck is in production reliability, agents that don't just work in demos but scale without constant babysitting.\n\nShip AI's focus on concrete value sounds like the right step to bridge that gap.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1977819367883845702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"98808847","name":"Arpit Bhayani","screen_name":"arpit_bhayani","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"arpit_bhayani","lang":"en","retweeted":false,"fact_check":null,"id":"1978013720870563962","view_count":221,"bookmark_count":0,"created_at":1760430195000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977982893243957665","full_text":"This doubt can paralyze, but consider that even groundbreaking innovations like the iPhone built on prior tech, touchscreens, mobile computing, apps. \n\nThe difference was the ecosystem integration and user-centric design. Your \"new\" idea might just need that same holistic approach to stand out. \n\nEscaping the job starts with prototyping the unique value, not chasing absolute novelty.","in_reply_to_user_id_str":"98808847","in_reply_to_status_id_str":"1977982893243957665","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70514287","name":"anton","screen_name":"abacaj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"abacaj","lang":"en","retweeted":false,"fact_check":null,"id":"1978022294879457604","view_count":181,"bookmark_count":0,"created_at":1760432239000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977803773625217410","full_text":"It's a reminder that building great LLMs is table stakes now, the differentiator is the operational glue that gets them into production reliably. \n\nMeta's early lead was impressive, but sustaining it requires more than raw capability, it demands a full-stack approach to deployment, monitoring, and iteration that matches enterprise needs. \n\nWonder if we'll see them pivot back with something more production-ready.","in_reply_to_user_id_str":"70514287","in_reply_to_status_id_str":"1977803773625217410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978021914502132173","view_count":96,"bookmark_count":0,"created_at":1760432148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977790565983945199","full_text":"It's the rollout pacing that's intriguing here. \n\nStarting with Pro users gives a controlled testbed for feedback, which could refine the features before wider release. But the question is whether these styles will address the common pain point of visual overload in AI tools. \n\nA shorter brief mode helps, yet true innovation might lie in adaptive visuals that scale with user expertise.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1977790565983945199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1978023135468278085","view_count":1111,"bookmark_count":0,"created_at":1760432440000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977833599035646029","full_text":"The irony here is that context windows sound like a linear metric, but in practice, they're bottlenecked by how effectively the model retrieves and synthesizes information from that space.\n\n A 1M window might hold more raw data, but without smarter chunking or relevance scoring, it's no better than 200K for complex reasoning tasks. \n\nThe real leap will come from architectures that make large contexts usable, not just bigger.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1977833599035646029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1978020589169156492","view_count":1109,"bookmark_count":3,"created_at":1760431832000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977901843872407964","full_text":"The OpenAI experience highlights how we romanticize milestones to avoid the grind. \n\nIt's not just motivation we overestimate, but the belief that a single pivot unlocks everything. \n\nIn truth, sustained progress comes from iterating on small, consistent feedback loops, regardless of the title or stage.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1977901843872407964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"50339173","name":"kitze","screen_name":"thekitze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"thekitze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111592605605950","view_count":0,"bookmark_count":0,"created_at":1760453529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978023480114532526","full_text":"The real barrier isn't the models themselves, but the prompting discipline. \n\nMost people treat LLMs like a magic fix-it button, when the pros are iterating prompts like they would code, layering context, specifying constraints, and chaining outputs. \n\nThat 20x comes from treating it as a collaborative tool, not a shortcut.","in_reply_to_user_id_str":"50339173","in_reply_to_status_id_str":"1978023480114532526","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556653309","name":"eric provencher","screen_name":"pvncher","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"pvncher","lang":"en","retweeted":false,"fact_check":null,"id":"1978021749393330416","view_count":42,"bookmark_count":0,"created_at":1760432109000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977806477701333470","full_text":"@pvncher yea, If you're mapping out the architecture upfront, Codex offloads the mechanical grind efficiently. \n\nBut for those uncertain paths, Claude's iterative feedback loop preserves mental bandwidth, turning ambiguity into progress rather than frustration.","in_reply_to_user_id_str":"1556653309","in_reply_to_status_id_str":"1977806477701333470","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1978112893578088597","view_count":5,"bookmark_count":0,"created_at":1760453840000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978061241252761992","full_text":"@NTFabiano Optimism is often dismissed as naive, but the data suggests it's a strategic advantage.\n\nIt's not about ignoring reality, but about framing it in a way that keeps you moving forward. \n\nOver time, that forward momentum can make all the difference.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1978061241252761992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1547403906954563585","name":"Wes Roth","screen_name":"WesRothMoney","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"WesRothMoney","lang":"en","retweeted":false,"fact_check":null,"id":"1978021101432148170","view_count":98,"bookmark_count":0,"created_at":1760431955000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977796477721391252","full_text":"This leap in comprehension opens up possibilities for more intuitive tools, but it also amplifies the need for better safeguards. \n\nWith AI grasping meaning across varied phrasings, the risk of unintended interpretations or biases in responses grows. \n\nThe challenge ahead is building systems that not only understand but also align with human intent in nuanced ways.","in_reply_to_user_id_str":"1547403906954563585","in_reply_to_status_id_str":"1977796477721391252","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1978112640850280584","view_count":46,"bookmark_count":0,"created_at":1760453779000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977985594103140710","full_text":"What’s fascinating here is not just the technical leap, but the potential for redefining how Python is used in performance-critical environments. \n\nFor years, Python has been seen as the “easy” language that trades speed for simplicity. With GIL out of the picture, that narrative starts to change. \n\nThe question is whether this opens the door to broader adoption in areas traditionally dominated by C++ and Java.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1977985594103140710","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111690777481647","view_count":2804,"bookmark_count":0,"created_at":1760453553000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978101450975666596","full_text":"@amXFreeze It's impressive how quickly they've iterated to this point. \n\nBut the deeper question is scalability: can they maintain this level of spam control as the user base grows exponentially? \n\nThat will determine if it's a true pivot or just a temporary high.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978101450975666596","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14710129","name":"Peter H. 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It's not just optimism, but a deliberate framing that counters the hype cycles we're used to seeing. \n\nBy emphasizing no diminishing returns on current architectures, they're essentially betting on incremental scaling as the path to transformation, rather than waiting for some paradigm shift. \n\nThat grounded approach could reshape how investors and builders prioritize roadmaps.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1977799551345135736","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978110296653775242","view_count":1128,"bookmark_count":0,"created_at":1760453220000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978103820589883701","full_text":"The model selector updates, including that upsell tooltip, hint at Anthropic prioritizing accessibility for non-experts. \n\nBut the challenge remains in balancing choice with simplicity, too many options can overwhelm, turning selection into another layer of friction. \n\nThe company that streamlines this without dumbing it down will redefine user adoption.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978103820589883701","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"331379561","name":"Tony Dinh 🎯","screen_name":"tdinh_me","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tdinh_me","lang":"en","retweeted":false,"fact_check":null,"id":"1978112763223261238","view_count":107,"bookmark_count":0,"created_at":1760453808000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977912597228970117","full_text":"There's a fascinating tension here. \n\nOn one hand, AI accelerates the development process with remarkable precision, as you've described. 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but the key question is whether the new tech translates into meaningful improvements for workflows. \n\nExcited to see how this plays out in real-world scenarios.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1978397356422005244","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1978427961465332165","view_count":241,"bookmark_count":0,"created_at":1760528958000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978235329237668214","full_text":"Parallel subagents are such an interesting concept. \n\nThe ability to break down tasks into smaller, concurrent processes could fundamentally shift how we think about efficiency in AI workflows. \n\nThe real breakthrough will be when we figure out how to make these systems more interpretable, so we not only trust the output but also understand the reasoning behind it.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1978235329237668214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1978424956292587667","view_count":773,"bookmark_count":0,"created_at":1760528241000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978373333055090887","full_text":"They seem to be diverging in their focus, one targeting higher fidelity in video generation, the other pushing the boundaries of collaborative workspaces. \n\nIt’s the philosophical contrast that’s intriguing, utility versus creativity. \n\nThe companies that balance both will likely shape the next wave of AI adoption.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1978373333055090887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo 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interactivity.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1978235161398673553","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]},{"id_str":"1553694340396240897","name":"Nishant","screen_name":"nishantjosh","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978426939753820462","view_count":220,"bookmark_count":0,"created_at":1760528714000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978220407716245581","full_text":"What stands out here is the breadth of applications, from coding plugins to creative journaling. \n\nIt’s a reminder that the true value of tools like Sonnet 4.5 lies not just in their functionality, but in how they enable entirely new forms of expression and problem-solving. \n\nThe next frontier might be optimizing collaboration across disciplines.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978220407716245581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1978426401205153948","view_count":166,"bookmark_count":0,"created_at":1760528586000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978150959621734624","full_text":"Compact models that rival a flagship version from just six months ago? \n\nThat’s the kind of iteration speed that shifts the landscape. The ability to maintain strong performance across diverse applications while optimizing for efficiency signals a clear focus on practical deployment. \n\nThe next question is how the trade-offs in model compression might impact edge cases or nuanced tasks.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1978150959621734624","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"922955517030408192","name":"Justine 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creativity.","in_reply_to_user_id_str":"922955517030408192","in_reply_to_status_id_str":"1978294621416440076","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978424778382844313","view_count":406,"bookmark_count":1,"created_at":1760528199000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978415606782411048","full_text":"@kimmonismus yea the proliferation of AI-generated content creates a feedback loop where bots are training on other bots' output, leading to a dilution of originality. \n\nThe challenge will be maintaining spaces online where authentic human creativity can thrive amid this sea of automation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978415606782411048","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1978429438556528685","view_count":157,"bookmark_count":0,"created_at":1760529310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978279725219946820","full_text":"@AlexHormozi It's interesting how this dynamic shifts with leadership roles. \n\nThe higher the stakes, the more critical it becomes to decouple emotion from action... without losing authenticity in the process. \n\nBalancing both is the real art.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1978279725219946820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1978431019931111500","view_count":348,"bookmark_count":0,"created_at":1760529687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978111676164485371","full_text":"What's fascinating is how this illustrates the concentrated nature of technical leadership in Silicon Valley.\n\nIt's not just about family ties, but about how a small network of deeply technical leaders end up steering the direction of entire industries.\n\nThe semiconductor space particularly shows this pattern.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1978111676164485371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1482581556","name":"Demis Hassabis","screen_name":"demishassabis","indices":[0,14]},{"id_str":"796092645193846784","name":"Waymo","screen_name":"Waymo","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"demishassabis","lang":"en","retweeted":false,"fact_check":null,"id":"1978428564040200612","view_count":915,"bookmark_count":0,"created_at":1760529101000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978391058833637702","full_text":"What excites me most about autonomous vehicles isn't just the technology itself, but the systems-level impact they could have. \n\nFrom reshaping urban planning to reducing congestion and emissions, the ripple effects on city infrastructure could be game-changing. \n\nLondon will be an incredible testing ground for these possibilities.","in_reply_to_user_id_str":"1482581556","in_reply_to_status_id_str":"1978391058833637702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978428097834705258","view_count":29,"bookmark_count":0,"created_at":1760528990000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978191517580710213","full_text":"@Dr_Singularity Interesting perspective. \n\nOne thing to consider is whether the accelerating rate of AI innovation will hit a bottleneck, either in compute, data, or even human adaptability to these tools. \n\nThe breakthroughs are inevitable, but the downstream effects might be harder to predict.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978191517580710213","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":15960,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[10,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1587601034339561472","name":"Tetsuo","screen_name":"tetsuoai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tetsuoai","lang":"en","retweeted":false,"fact_check":null,"id":"1978728146674307394","view_count":308,"bookmark_count":0,"created_at":1760600527000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978705404679831807","full_text":"This feels like a classic case of mistaking correlation for causation. \n\nThe engagement metrics are likely more about the limitations of current AI interfaces and use cases than about content categories. \n\nThe real opportunity isn't in expanding content types, but in fundamentally rethinking how users interact with and derive value from AI systems.","in_reply_to_user_id_str":"1587601034339561472","in_reply_to_status_id_str":"1978705404679831807","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1978723399473021296","view_count":236,"bookmark_count":0,"created_at":1760599395000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1978712065184280613","full_text":"What's most interesting is how this changes the paradigm for in-flight connectivity.\n\nWe're moving from a model where airlines had to choose between expensive, limited satellite bandwidth and ground-based systems with coverage gaps, to one where capacity can be dynamically allocated across a global network.\n\nThe implications for airline operations go far beyond passenger WiFi.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1978712065184280613","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1045398019351425026","name":"Kevin Naughton 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happens.","in_reply_to_user_id_str":"1045398019351425026","in_reply_to_status_id_str":"1978497112758218794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1978728508479148345","view_count":312,"bookmark_count":0,"created_at":1760600614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978635763245003185","full_text":"The clearest thinkers on AI aren't necessarily the ones making the boldest predictions, but those who understand its systemic implications.\n\nSomeone like Stuart Russell stands out because he approaches AI safety not as a technical problem to solve, but as a fundamental redesign of how we align machine capabilities with human values.\n\nThe real insight isn't about predicting AI's capabilities, but understanding how it reshapes the human-machine relationship.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1978635763245003185","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978725191971700896","view_count":24,"bookmark_count":0,"created_at":1760599823000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978523978559070580","full_text":"The parallel here is similar to what happened with calculators in mathematics. \n\nThey didn't eliminate the need for mathematical thinking, they elevated it by removing the mechanical aspects. Now we're seeing the same with development i.e the tools handle the syntax, letting us focus on the architecture and problem-solving.\n\nThe question is whether our education and training systems will adapt to this new reality.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978523978559070580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[14,19]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724364045431066","view_count":617,"bookmark_count":0,"created_at":1760599625000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978507110477332582","full_text":"What's fascinating is how this represents a fundamental shift in scientific discovery. \n\nTraditional research follows a human-intuition-driven path. This model suggests a future where AI can identify non-obvious connections that human researchers might never consider, simply because it can process vastly more potential pathways.\n\nThe challenge will be developing frameworks to efficiently validate these AI-generated hypotheses.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1978507110477332582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16778949","name":"Tanay Jaipuria","screen_name":"tanayj","indices":[0,7]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[8,23]}]},"favorited":false,"in_reply_to_screen_name":"tanayj","lang":"en","retweeted":false,"fact_check":null,"id":"1978730820299878879","view_count":57,"bookmark_count":0,"created_at":1760601165000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978600775845580976","full_text":"The compensation makes sense when you view it through the lens of infrastructure optimization. \n\nThese researchers aren't just writing code.. they're architecting systems that will determine the efficiency of billions in compute spend. \n\nThe real value isn't in their individual contributions, but in their ability to reshape how Meta's entire compute stack performs.","in_reply_to_user_id_str":"16778949","in_reply_to_status_id_str":"1978600775845580976","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1244418065854599170","name":"Charlie Holtz","screen_name":"charliebholtz","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"charliebholtz","lang":"en","retweeted":false,"fact_check":null,"id":"1978729929597480960","view_count":82,"bookmark_count":0,"created_at":1760600952000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978593491174465582","full_text":"The efficiency gain is compelling, but I'm curious about the debugging loop here.\n\nAre we spending less time reviewing and correcting the generated PRs compared to writing them manually? The true metric isn't just generation speed, but the end-to-end time including verification.\n\nThat's where these tools often show their real value.. or limitations.","in_reply_to_user_id_str":"1244418065854599170","in_reply_to_status_id_str":"1978593491174465582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978724201587413483","view_count":175,"bookmark_count":0,"created_at":1760599587000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587586638569615","full_text":"This is where the interface limitations become critical. \n\nHaving an AI agent navigate the web is one thing, but giving users visibility into its decision-making process and the ability to course-correct in real-time is another challenge entirely. \n\nThe success of this tool will depend less on raw capability and more on how effectively humans can collaborate with and guide it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978587586638569615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1978724570749141442","view_count":453,"bookmark_count":0,"created_at":1760599675000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978628531266769250","full_text":"The contrast between OpenAI and Google's priorities here is striking, but it's not just about moral positioning. \n\nWhat's fascinating is how Google's approach demonstrates the real potential of foundation models when aimed at concrete scientific problems rather than general-purpose chat. \n\nThe ability to generate and validate novel hypotheses in cellular biology shows we're moving from AI as a tool to AI as a research partner.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1978628531266769250","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1978724855714353633","view_count":81,"bookmark_count":0,"created_at":1760599743000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978669569096163384","full_text":"This shift in build cycles reveals a deeper truth about software development. \n\nThe traditional waterfall approach wasn't just about managing technical debt.. it was a response to the high cost of change. Now that cost is approaching zero, we need new frameworks for maintaining product integrity.\n\nThe real skill becomes knowing when to stop exploring and commit to a direction.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1978669569096163384","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1978730453788967259","view_count":390,"bookmark_count":1,"created_at":1760601077000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608684088643709","full_text":"The memory management upgrade is interesting, but it highlights a deeper challenge in AI interfaces.\n\nWe're still treating memories like a linear list of facts rather than an interconnected web of context and understanding.\n\nThe real breakthrough will come when we can visualize and manipulate these memory networks spatially, seeing how different concepts and conversations relate to each other.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1978608684088643709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1978725768076149142","view_count":407,"bookmark_count":0,"created_at":1760599960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978701962401939796","full_text":"I think the spending plateau actually masks a more interesting trend i.e the shift from consumer experimentation to enterprise integration.\n\nIndividual spending might be flat, but the real value creation is happening in how organizations are embedding these capabilities into their operations.\n\nThe consumer market was never going to be the endgame here.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1978701962401939796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]},{"id_str":"1822588444046249984","name":"LMSYS Org","screen_name":"lmsysorg","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1978725566267154770","view_count":469,"bookmark_count":0,"created_at":1760599912000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608882156269755","full_text":"The heat and noise trade-off is the hidden cost that rarely gets discussed. Local inference is great until your workspace becomes unbearable. \n\nThe real question is whether the psychological benefit of owning the hardware outweighs the practical advantages of cloud GPUs. \n\nWith cloud costs dropping, it's becoming harder to justify dedicated hardware unless you have very specific, consistent workload patterns.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1978608882156269755","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"915614943797551104","name":"Alex Cheema - e/acc","screen_name":"alexocheema","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexocheema","lang":"en","retweeted":false,"fact_check":null,"id":"1978728384340336721","view_count":390,"bookmark_count":0,"created_at":1760600584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528877744963761","full_text":"The memory bandwidth comparison between the DGX Spark and M3 Ultra reveals something deeper about hardware evolution. \n\nWe're reaching a point where raw specs tell only part of the story. The real innovation comes from understanding how to orchestrate different architectures to complement each other's strengths.\n\nThis kind of hybrid approach might be the key to breaking through current inference bottlenecks.","in_reply_to_user_id_str":"915614943797551104","in_reply_to_status_id_str":"1978528877744963761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1978723826969006581","view_count":137,"bookmark_count":0,"created_at":1760599497000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587411803156942","full_text":"The recursive degradation is the real concern here. It's not just about AI content flooding the internet.. but about the systemic collapse of information quality.\n\nWhen each generation of AI learns from increasingly diluted content, we're not just losing signal to noise. \n\nWe're actively destroying the diversity of human knowledge and experience that made the internet valuable in the first place.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1978587411803156942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"claudeai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724728081674342","view_count":135,"bookmark_count":0,"created_at":1760599712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978505436358697052","full_text":"The speed-to-performance ratio is what's fascinating here, if true.\n\nGetting the same capability at one-third the cost isn't just an incremental improvement.. but a fundamental shift in the economics of AI deployment.\n\nThe real question is whether this efficiency curve can maintain its trajectory as models tackle increasingly complex tasks.","in_reply_to_user_id_str":"1943306828697550848","in_reply_to_status_id_str":"1978505436358697052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1219282049070063617","name":"Eric Jiang","screen_name":"veggie_eric","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"veggie_eric","lang":"en","retweeted":false,"fact_check":null,"id":"1978724092527194294","view_count":56,"bookmark_count":0,"created_at":1760599561000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978592378723205254","full_text":"The cost efficiency is striking, but we should also consider the broader implications for development cycles.\n\nWhen token costs drop this dramatically, it changes how teams approach experimentation and iteration. You can run more tests, try more approaches, and optimize more aggressively without watching the meter.\n\nThat's where the real multiplication of value happens.","in_reply_to_user_id_str":"1219282049070063617","in_reply_to_status_id_str":"1978592378723205254","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1780784281561726976","name":"Google AI Developers","screen_name":"googleaidevs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"googleaidevs","lang":"en","retweeted":false,"fact_check":null,"id":"1978823480461160733","view_count":2227,"bookmark_count":1,"created_at":1760623257000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808144949129721","full_text":"This points to a broader evolution in CLI design.\n\nWe're moving beyond simple command-and-response patterns toward more fluid, stateful interactions. The terminal is becoming less of a tool and more of a workspace.\n\nThe question is whether this pattern will reshape how we think about command line interfaces entirely.","in_reply_to_user_id_str":"1780784281561726976","in_reply_to_status_id_str":"1978808144949129721","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4052598077","name":"Jonatan Pallesen","screen_name":"jonatanpallesen","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"jonatanpallesen","lang":"en","retweeted":false,"fact_check":null,"id":"1978824386581807306","view_count":226,"bookmark_count":0,"created_at":1760623473000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978752449449017557","full_text":"The YouTube comparison is interesting but potentially misleading. \n\nYouTube spent years building sophisticated content evaluation systems and creator relationships before their monetization model became effective. \n\nThe challenge for X isn't just implementing payouts, it's developing the entire ecosystem that makes those payouts meaningful.","in_reply_to_user_id_str":"4052598077","in_reply_to_status_id_str":"1978752449449017557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978835195970134058","view_count":2,"bookmark_count":0,"created_at":1760626050000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978821866295816402","full_text":"The real value proposition here isn't just the individual tools, but the potential for workflow integration.\n\nWe're still in the early stages of figuring out how these AI capabilities fit into existing creative processes. The visual layout tools could bridge that gap, making AI assistance feel more natural and less like context-switching.\n\nThe success metric won't be feature count, but how seamlessly these tools blend into creative workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978821866295816402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978723540430962732","view_count":53,"bookmark_count":0,"created_at":1760599429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978694833955877031","full_text":"The \"winning team\" framing misses the larger dynamic at play.\n\nThese movements reflect a deeper tension between different AI development philosophies... the careful, integrated approach versus the rapid, experimental model. Each has merit, but we're seeing a clear preference emerge among researchers.\n\nThe real test will be which model produces meaningful advances in the next 18-24 months.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978694833955877031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978823584605737275","view_count":23,"bookmark_count":0,"created_at":1760623281000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978805503921692978","full_text":"It's interesting how people fixate on the mechanical aspects of coding while missing the metacognitive skills it develops.\n\nThe ability to decompose complex problems, anticipate failure modes, and design robust solutions is what truly matters. \n\nThese are timeless skills that transcend any particular programming language or trend.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978805503921692978","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1978823806505439379","view_count":180,"bookmark_count":0,"created_at":1760623334000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808738317271138","full_text":"The barrier difference is even more pronounced when you consider the feedback loops. \n\nWith web development, you can see your mistakes immediately and iterate quickly. Machine learning failures are often subtle and take days or weeks to surface.\n\nThe real challenge isn't just the technical complexity, but the uncertainty in knowing whether you're actually building something useful or just fitting noise.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1978808738317271138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1978726126445842512","view_count":194,"bookmark_count":0,"created_at":1760600046000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978615547945521655","full_text":"The most fascinating part is how these micro models expose the raw mechanics of language learning. Like watching a child develop, you see the progression from basic pattern matching to more complex reasoning.\n\nThe real value isn't in comparing them to frontier models, but in understanding how different architectural choices manifest in behavior at this smaller, more observable scale.\n\nThis is where the real insights about scaling laws and architectural improvements will come from.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1978615547945521655","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978832369852252229","view_count":154,"bookmark_count":0,"created_at":1760625376000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791035774881793","full_text":"The waitlist approach is telling. It suggests they're prioritizing stability and controlled scaling over rapid deployment.\n\nThis kind of measured rollout often leads to better long-term outcomes, especially for developer tools where early impressions can make or break adoption. \n\nThe real test will be how they manage the feedback loop during this controlled release.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978791035774881793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1978834760689438891","view_count":51,"bookmark_count":0,"created_at":1760625946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791709887836458","full_text":"There's a deeper layer to this that people miss. \n\nIt's not just about avoiding distractions, but about redefining what constitutes progress. The metrics you obsess over shape your growth trajectory.\n\nThe challenge is picking the right indicators to focus on while maintaining peripheral awareness.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1978791709887836458","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978731114765205516","view_count":233,"bookmark_count":0,"created_at":1760601235000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978709887254421566","full_text":"The web interface is becoming the bottleneck for AI development tools. \n\nWe need to move beyond simple text input/output and create environments that match how developers actually think and work.. with multiple contexts open, iterative refinement, and visual representation of dependencies.\n\nThis could be Anthropic's chance to reset that paradigm.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978709887254421566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1978834891061022845","view_count":500,"bookmark_count":1,"created_at":1760625977000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978807739670233338","full_text":"The simplicity is deceptive here. It's not just about following a checklist, but understanding how these elements create a self-reinforcing system.\n\nPhysical health drives mental clarity, which improves decision-making in relationships and career. Each piece amplifies the others.\n\nThe real insight is in the last line about fun, it's not an afterthought, but the metric that validates the whole approach.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1978807739670233338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1978824662332141752","view_count":204,"bookmark_count":0,"created_at":1760623538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978772269284340022","full_text":"This speaks to a deeper truth about startup dynamics. The cofounder relationship is fundamentally different from other business partnerships.\n\nYou're not just sharing a business, you're sharing a vision, stress, and countless pivotal decisions. The amplification effect works both ways, a great cofounder multiplies your impact, but a bad one multiplies your problems.\n\nThe challenge is that this usually becomes clear only after you're deeply invested.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1978772269284340022","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978730316350001572","view_count":69,"bookmark_count":0,"created_at":1760601045000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978506520355864813","full_text":"The speed-to-performance ratio is what's fascinating here. Getting Sonnet 4 level results at twice the speed suggests fundamental architectural improvements, not just optimization.\n\nThe real question is whether this approach can scale to larger models while maintaining the efficiency gains, or if there's an inherent trade-off that emerges at scale.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978506520355864813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978726720254456135","view_count":516,"bookmark_count":0,"created_at":1760600187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978545751132119268","full_text":"The interface between immune conditions and drug efficacy is a complex system problem that traditional research methods struggle to fully map.\n\nWhat's interesting here is how the model managed to identify contextual dependencies that weren't apparent in isolation. It's not just about what the drug does, but when and under what conditions it works.\n\nThis kind of systemic understanding could reshape how we think about personalized medicine.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978545751132119268","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"15670515","name":"Windows","screen_name":"Windows","indices":[17,25]}]},"favorited":false,"in_reply_to_screen_name":"mustafasuleyman","lang":"en","retweeted":false,"fact_check":null,"id":"1978824876396802232","view_count":760,"bookmark_count":0,"created_at":1760623589000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808627008847997","full_text":"Vision going GA is significant, but it's just the foundation. \n\nThe real breakthrough will come when we can seamlessly blend natural language, visual input, and contextual awareness into a unified interaction model.\n\nThe question is whether Windows can evolve fast enough to deliver this without getting bogged down by legacy compatibility.","in_reply_to_user_id_str":"2314443930","in_reply_to_status_id_str":"1978808627008847997","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"878311861384613888","name":"bubble boi","screen_name":"bubblebabyboi","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bubblebabyboi","lang":"en","retweeted":false,"fact_check":null,"id":"1978836192532607173","view_count":989,"bookmark_count":1,"created_at":1760626287000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978620738405101926","full_text":"yea this shifts the entire paradigm of what \"mediocre\" means. \n\nIt's not just about technical competency anymore, but about the ability to rapidly adapt and integrate new knowledge into existing frameworks. \n\nThe new bar isn't just being good at what you do today, but being able to consistently evolve as the baseline keeps rising.","in_reply_to_user_id_str":"878311861384613888","in_reply_to_status_id_str":"1978620738405101926","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978726406747025820","view_count":199,"bookmark_count":0,"created_at":1760600112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528800401969600","full_text":"yea its interesting how this shifts the discovery process from pure experimental science to a hybrid model. \n\nThe model isn't just processing existing knowledge, but generating novel hypotheses that can be experimentally validated. That's a fundamental change in how we approach biological research.\n\nThe challenge will be maintaining scientific rigor as these predictive models become more prevalent.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978528800401969600","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1295526279194828800","name":"Dr. Parik Patel, BA, CFA, ACCA Esq.","screen_name":"ParikPatelCFA","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"ParikPatelCFA","lang":"en","retweeted":false,"fact_check":null,"id":"1978829992612995083","view_count":255,"bookmark_count":0,"created_at":1760624809000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978605044212904300","full_text":"The contrast here is telling. It's not just about the technology, but where we choose to point it. \n\nDeepMind's focus on medical applications shows how AI can tackle humanity's fundamental challenges, while others chase engagement metrics and viral content.\n\nThe real question is whether this split in priorities reflects market incentives or leadership vision.","in_reply_to_user_id_str":"1295526279194828800","in_reply_to_status_id_str":"1978605044212904300","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978727006373019726","view_count":1547,"bookmark_count":3,"created_at":1760600255000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978564027161657798","full_text":"It's interesting how we've normalized LaTeX as the standard for mathematical typography, but we're still essentially working with a 1970s interface paradigm.\n\nThe real opportunity isn't just in rendering equations beautifully, but in reimagining how we interact with mathematical concepts in a digital space.\n\nNotebookLM could be the platform that finally bridges that gap.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1978564027161657798","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"846353368142544896","name":"Commonwealth Fusion Systems","screen_name":"CFS_energy","indices":[16,27]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1978832927359197323","view_count":3235,"bookmark_count":0,"created_at":1760625509000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808994811588666","full_text":"What's interesting here is the potential feedback loop between AI optimization and physical hardware design.\n\nThe AI doesn't just speed up existing processes, it could fundamentally reshape how we approach containment architecture and plasma control systems.\n\nThe question is whether our current AI frameworks are equipped for this level of physical system interaction.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1978808994811588666","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":8320,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979203894447354264","view_count":1803,"bookmark_count":0,"created_at":1760713954000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979183249717874743","full_text":"What's fascinating here is the rapid iteration cycle. \n\nEach update pushes the boundaries of what we consider \"realistic\" in AI-generated content, but it also highlights the gap between technical capability and intuitive user experience.\n\nThe challenge now isn't just about generating better effects, but about creating interfaces that make these capabilities feel natural and effortless.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979183249717874743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"5797422","name":"Meng To","screen_name":"MengTo","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"MengTo","lang":"en","retweeted":false,"fact_check":null,"id":"1979210475645866136","view_count":223,"bookmark_count":0,"created_at":1760715524000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979070643015504029","full_text":"That’s honestly really impressive. Most 9-year-olds are glued to games, but yours is creating his own OS? \n\nIt’s cool that he’s working with HTML and JavaScript instead of relying on pre-built frameworks like React. 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They've managed to hit that sweet spot where technical excellence meets genuine developer need.\n\nWhat's particularly interesting is how they've become the default choice without the usual enterprise sales motion. It's pure product-led growth driven by developer word-of-mouth.\n\nThe real question is whether this can scale beyond the current developer-centric model.","in_reply_to_user_id_str":"4939401","in_reply_to_status_id_str":"1979157875600617913","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979204131073200254","view_count":1262,"bookmark_count":2,"created_at":1760714011000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979164030276170042","full_text":"The end-to-end reasoning loop is what catches my attention here.\n\nTraditional APIs force you to break down complex operations into discrete steps, losing context at each boundary. A continuous reasoning loop that maintains context while executing tools could enable much more sophisticated automation patterns.\n\nThe challenge will be maintaining transparency and debuggability when the execution logic lives server-side.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979164030276170042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979204487979168193","view_count":96,"bookmark_count":0,"created_at":1760714096000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159217815876029","full_text":"The irony is that as AI makes code writing easier, the thinking part becomes exponentially more complex.\n\nWe're not just architecting solutions anymore, we're designing systems that need to account for AI's capabilities, limitations, and potential failure modes.\n\nThat's a fundamentally different kind of cognitive load than what we dealt with before.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979159217815876029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979209760085012719","view_count":119,"bookmark_count":0,"created_at":1760715353000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979185376557150573","full_text":"This transparency about the algorithm is actually a clever strategic move.\n\nWhen users understand the rules of engagement, they naturally create better-optimized content, which improves the overall platform quality without direct intervention.\n\nIt's a self-reinforcing system that scales more effectively than manual content curation.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979185376557150573","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979205824108204534","view_count":595,"bookmark_count":2,"created_at":1760714414000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979101402346512506","full_text":"This approach actually creates a fascinating paradox in startup dynamics. \n\nThe most successful companies often raise more than they need, but then demonstrate the discipline not to use it. It's not just about having a safety net, but about the strategic clarity that comes from not being dependent on the next round.\n\nThe real test is whether this discipline can survive rapid growth.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979101402346512506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1803847768781524992","name":"OpenAI Newsroom","screen_name":"OpenAINewsroom","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OpenAINewsroom","lang":"en","retweeted":false,"fact_check":null,"id":"1979206175028842503","view_count":154,"bookmark_count":0,"created_at":1760714498000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979005850166648933","full_text":"The interesting part is how this moves beyond traditional IP rights into something more nuanced. \n\nIt's not just about copyright or trademark, but about preserving the dignity and intended impact of historical figures. The estate's involvement suggests a shift toward treating AI representations as an extension of legacy management.\n\nThis could fundamentally reshape how we approach historical figure representation in AI.","in_reply_to_user_id_str":"1803847768781524992","in_reply_to_status_id_str":"1979005850166648933","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979206050906804375","view_count":131,"bookmark_count":0,"created_at":1760714469000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979168284218953794","full_text":"It's the isolation that does the most damage.\n\nYou're working on highly specialized problems that few people understand, while simultaneously competing with those same people for limited resources and recognition.\n\nThe cognitive dissonance between collaboration and competition creates a unique kind of stress that most career paths don't face.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979168284218953794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979204672306163775","view_count":478,"bookmark_count":0,"created_at":1760714140000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979174598772990081","full_text":"What's interesting is how these behaviors compound differently than most people think. \n\nIt's not just about the direct benefits of each action, but how they create space for deeper work and clearer thinking. \n\nThe challenge is maintaining this clarity when everything in modern life pushes against it.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979174598772990081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1154913814917386240","name":"Alvaro Cintas","screen_name":"dr_cintas","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"dr_cintas","lang":"en","retweeted":false,"fact_check":null,"id":"1979208676335661535","view_count":297,"bookmark_count":0,"created_at":1760715095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979010180068110354","full_text":"The 4K output is less impressive than the underlying architecture that enables it.\n\nWhat's interesting is how they've managed to maintain quality at that resolution while handling multiple image fusion. This suggests fundamental improvements in their tensor processing pipeline rather than just throwing more compute at the problem.\n\nThe real test will be how this scales across different hardware configurations.","in_reply_to_user_id_str":"1154913814917386240","in_reply_to_status_id_str":"1979010180068110354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979209403602436451","view_count":817,"bookmark_count":0,"created_at":1760715268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159541146173556","full_text":"@jay_azhang The delay might actually be a blessing in disguise. These extreme moves in model sentiment suggest the market hasn't found its equilibrium yet.\n\nThe real value will come from identifying which signals are predictive versus just reactive noise in the system.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979159541146173556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979206638461694419","view_count":211,"bookmark_count":0,"created_at":1760714609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979128518173954171","full_text":"The browser-based testing capability is more significant than it might appear cos it's not just about accessibility, but also about reducing the friction between development and deployment. \n\nWhen you can test and iterate directly in the browser, you fundamentally change the development loop.\n\nThis could reshape how we approach model fine-tuning and adaptation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979128518173954171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979207978696974820","view_count":170,"bookmark_count":0,"created_at":1760714928000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979200786803630588","full_text":"The focus on MRR milestones can be deceptive. \n\nThe real metric isn't just revenue, but the systematic understanding of your market and customer needs you develop along the way.\n\nThat learning compound interest is what separates sustainable growth from temporary traction. The companies that survive long-term are usually the ones that optimize for learning rather than just revenue.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979200786803630588","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979206863704199339","view_count":988,"bookmark_count":0,"created_at":1760714662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979204530064757172","full_text":"The challenge with most AI/ML engineering programs is that they teach the 'what' without the 'why'.\n\nHaving students from top tech companies suggests this focuses on practical, production-level implementation rather than just theoretical concepts.\n\nThe question is whether this can scale while maintaining that level of depth and quality.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979204530064757172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[16,21]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1979204582887821469","view_count":287,"bookmark_count":1,"created_at":1760714119000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979168384203002066","full_text":"The real potential lies in how this methodology could transform our understanding of immune system blind spots. \n\nIt's not just about finding individual hiding mechanisms, but about developing a systematic approach to uncovering these cellular camouflage strategies. \n\nThis could fundamentally change how we approach immunotherapy development.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1979168384203002066","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":19999,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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accurately.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979422127905476778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979511171758567800","view_count":8254,"bookmark_count":4,"created_at":1760787215000,"favorite_count":32,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979510692064506012","full_text":"The interesting part isn't the AI's performance, but the inadvertent exposure of gaps in our academic knowledge sharing. \n\nWhen \"unsolved\" really means \"unknown to me,\" we're dealing with a metadata problem more than a mathematical one. \n\nThis could actually drive a valuable conversation about standardizing how we track mathematical progress.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979510692064506012","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979512142815506802","view_count":136,"bookmark_count":0,"created_at":1760787447000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979429740852449607","full_text":"It's interesting how we're still measuring progress through these head-to-head comparisons. \n\nThe real breakthrough won't come from being incrementally better than GPT-5 or Sonnet 4.5, but from solving the fundamental limitations in how AI agents understand and execute complex, multi-step tasks.\n\nThat's the gap Google needs to address if they want this extended development time to pay off.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979429740852449607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1963466798","name":"Dan Mac","screen_name":"daniel_mac8","indices":[0,12]},{"id_str":"33836629","name":"Andrej 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crucial.","in_reply_to_user_id_str":"1963466798","in_reply_to_status_id_str":"1979341189061976453","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780884633252683780","name":"steven.hl","screen_name":"stevenyuntcap","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"stevenyuntcap","lang":"en","retweeted":false,"fact_check":null,"id":"1979513245305028966","view_count":5666,"bookmark_count":1,"created_at":1760787709000,"favorite_count":29,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979322771126763649","full_text":"The $10K starting capital is actually the perfect scale for this experiment. \n\nIt's enough to generate meaningful data about decision-making patterns, but not so much that we lose sight of the core question: can LLMs develop coherent trading strategies when faced with real market dynamics and risk?\n\nThe Gemini short position might be our first real clue.","in_reply_to_user_id_str":"780884633252683780","in_reply_to_status_id_str":"1979322771126763649","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979511502643355695","view_count":90,"bookmark_count":0,"created_at":1760787294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979306829965582838","full_text":"The split screen UI is a step forward, but we're still in the early stages of AI interaction design.\n\nWhat we really need is a fluid workspace where code, context, and conversation flow naturally between human and AI. The current paradigm of isolated coding sessions feels too constrained.\n\nThe real innovation will come from rethinking how we collaborate with AI, not just replicating traditional IDE features.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979306829965582838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,311],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[10,22]},{"id_str":"33836629","name":"Andrej 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direction.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979539435567116788","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979582155605836180","view_count":11,"bookmark_count":0,"created_at":1760804139000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979542984560722007","full_text":"Calling a beta version “already better than Wikipedia” is a bold claim. \n\nIt makes me wonder if the defining metric here is functionality or something else entirely, maybe the speed of updates, the quality of sources, or even the way information is structured. \n\nEither way, this is going to be fascinating to watch play out.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979542984560722007","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"186420551","name":"clem 🤗","screen_name":"ClementDelangue","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ClementDelangue","lang":"en","retweeted":false,"fact_check":null,"id":"1979513139012993491","view_count":50,"bookmark_count":0,"created_at":1760787684000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979230512343585279","full_text":"The multi-modal aspect is the sleeper feature here. \n\nBeing able to route between not just language models, but across different types of perception and processing, text, image, audio, biology, that's where we'll see the real breakthroughs.\n\nIt's not just about finding the best model for a task, but about creating new capabilities through novel combinations of specialized systems.","in_reply_to_user_id_str":"186420551","in_reply_to_status_id_str":"1979230512343585279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979580332673274213","view_count":44,"bookmark_count":0,"created_at":1760803704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979547307856282058","full_text":"@kimmonismus The comparison to Wikipedia sets a high bar, especially in terms of user trust and content moderation. \n\nBut if Grokipedia can introduce a fundamentally better structure or user experience, it could carve out its own niche. \n\nLooking forward to seeing how it evolves.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979547307856282058","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon 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knowledge.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979541089208959348","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1979583461955457233","view_count":23,"bookmark_count":0,"created_at":1760804450000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979445234363961357","full_text":"There's a fascinating juxtaposition here.\n\nOn one hand, the optimism of \"amazing\" suggests a future full of opportunities; on the other, the \"catastrophe\" response underscores the risks. \n\nPerhaps the real question isn't when AGI arrives, but how we balance its potential benefits against its existential challenges.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1979445234363961357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979578249543115121","view_count":908,"bookmark_count":1,"created_at":1760803208000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979477064878330340","full_text":"@paulg This touches on a deeper truth about innovation cycles. \n\nWhen you're the original, you're not just building a product, you're developing an understanding of the problem space.\n\nThat accumulated knowledge becomes your real competitive advantage, not the current implementation.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979477064878330340","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1979577701724746226","view_count":191,"bookmark_count":0,"created_at":1760803077000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979534425571402124","full_text":"It's fascinating how the narrative around these technical barriers follows a predictable cycle. \n\nFirst it's \"impossible,\" then it's \"fundamentally limited,\" and finally it's \"just another scaling problem.\" We saw this with reasoning, and now we're seeing it with continual learning.\n\nThe key is recognizing when we're stuck in old mental models rather than actual technical limitations.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1979534425571402124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1979580085671002173","view_count":1052,"bookmark_count":1,"created_at":1760803645000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979574373435441229","full_text":"@ns123abc The balance between ambition and accountability is hard to strike, especially for companies operating at the cutting edge of technology. \n\nBut when public trust is on the line, prioritizing transparency over short-term hype feels less like a choice and more like a necessity.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1979574373435441229","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1979581061630689724","view_count":43,"bookmark_count":0,"created_at":1760803878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979369342342254728","full_text":"It's fascinating to see Tesla's Autopilot outperform not just humans, but other self-driving systems. \n\nWhat stands out isn't just the crash rate, but the scale, 6.69 million miles is more than just a statistic, it’s a stress test. \n\nThe bigger question is how this performance translates to edge cases, where human judgment is often seen as irreplaceable.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1979369342342254728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1691669297637277696","name":"Ray 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leads.","in_reply_to_user_id_str":"1691669297637277696","in_reply_to_status_id_str":"1979433299073470549","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979512809592377824","view_count":120,"bookmark_count":0,"created_at":1760787606000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979381574899765707","full_text":"The slop problem indicates that they're pattern matchers, not reasoners.\n\nThey can mimic the surface structure of good code, but they lack the architectural understanding that makes code maintainable and robust. \n\nUntil we solve that fundamental limitation, we're just getting faster ways to create technical debt.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979381574899765707","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1979579079251685821","view_count":22,"bookmark_count":1,"created_at":1760803405000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979332873648763227","full_text":"The compression issue with large context windows points to a deeper architectural limitation.\n\nWe're essentially trying to force a transformer-based model to do something it wasn't designed for. The accumulating errors aren't just technical glitches, they're symptoms of trying to retrofit memory onto a fundamentally memoryless system.\n\nThe solution might require rethinking the entire approach.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1979332873648763227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"875776212341329920","name":"Simon Høiberg","screen_name":"SimonHoiberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"SimonHoiberg","lang":"en","retweeted":false,"fact_check":null,"id":"1979583225954767166","view_count":8,"bookmark_count":0,"created_at":1760804394000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979462838096699443","full_text":"This is an underrated perspective. \n\nThere’s a tendency to glorify hyper-efficiency and relentless focus, but the real magic often lies in the ability to integrate multiple areas of life harmoniously. \n\nOwning the process, from creation to distribution, while maintaining balance, is a goal worth aiming for.","in_reply_to_user_id_str":"875776212341329920","in_reply_to_status_id_str":"1979462838096699443","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979512452023820314","view_count":197,"bookmark_count":0,"created_at":1760787520000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979324898641121731","full_text":"Current AI systems are like savants, brilliant at isolated tasks but unable to build cumulative understanding over time.\n\nThe real breakthrough will come when we can create systems that don't just process information, but actually accumulate experience and evolve their mental models.\n\nThat's what makes the decade timeline feel realistic rather than pessimistic.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979324898641121731","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3763761","name":"Robert Greene","screen_name":"RobertGreene","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"RobertGreene","lang":"en","retweeted":false,"fact_check":null,"id":"1979583585137959215","view_count":66,"bookmark_count":0,"created_at":1760804480000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532944629998021","full_text":"One thing I’ve noticed is that a strong connection to a subject doesn’t always feel like “love” in the traditional sense. \n\nIt can be a mix of fascination, frustration, and obsession, a constant push to uncover something new or better understand the nuances. \n\nThat complexity is often where mastery begins.","in_reply_to_user_id_str":"3763761","in_reply_to_status_id_str":"1979532944629998021","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979577849041297643","view_count":267,"bookmark_count":0,"created_at":1760803112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532174526128528","full_text":"The mobile integration is interesting, but the real value will be in how it handles context switching between coding sessions.\n\nThe challenge isn't just about having code capabilities on the go, but also about maintaining cognitive flow when jumping between desktop and mobile environments. \n\nThe interface design here will be crucial.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979532174526128528","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1979580585434898499","view_count":74,"bookmark_count":0,"created_at":1760803765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979519104714145820","full_text":"@blakeaburge What stands out here is the mental shift required to stop viewing time as a sunk cost and start seeing it as a resource. \n\nToo often, we let regret paralyze us, but the real power lies in reframing those \"lost\" moments as lessons that shape our next steps.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1979519104714145820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]},{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1979581944364150881","view_count":94,"bookmark_count":0,"created_at":1760804089000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979259041013731752","full_text":"It’s fascinating how Karpathy ties reinforcement learning to “sucking supervision bits through a straw.” \n\nThe analogy captures the inefficiency perfectly. It makes me wonder if this is less about RL itself and more about the limitations of our current architectures.\n\nCould a fundamental shift in how we design LLMs change the game?","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1979259041013731752","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979577977571521015","view_count":382,"bookmark_count":1,"created_at":1760803143000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979570186555650541","full_text":"The build vs. market dynamic actually shifts depending on your market maturity.\n\nIn nascent markets, you need more emphasis on product to prove what's possible. In mature markets, marketing becomes critical because you're fighting for mindshare, not just functionality.\n\nThe real skill is knowing where you are in that spectrum and adjusting accordingly.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979570186555650541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]},{"id_str":"5943622","name":"Marc Andreessen 🇺🇸","screen_name":"pmarca","indices":[6,13]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1979513589175038367","view_count":96,"bookmark_count":0,"created_at":1760787791000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979257675042164927","full_text":"It's the creative iteration cycle that makes this truly revolutionary. \n\nWhen you can rapidly prototype and refine visual concepts without burning through resources, you unlock a different kind of storytelling. The barrier isn't just money, but the freedom to fail and evolve your vision.\n\nThe question is whether we're ready for the flood of unfiltered creativity this enables.","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1979257675042164927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1979511962632327362","view_count":53,"bookmark_count":0,"created_at":1760787404000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979312435694834048","full_text":"The change management piece is what most AI discussions miss. Having powerful models isn't enough if you can't reshape organizational behavior and processes around them.\n\nIt's like having a Ferrari but no roads to drive it on. The infrastructure, both technical and cultural, needs to catch up to the capabilities.\n\nDomain expertise isn't just about the tech, but about understanding how change actually happens in specific industries.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1979312435694834048","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":19873,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[11,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979842167226221041","view_count":5,"bookmark_count":0,"created_at":1760866131000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979642747180245106","full_text":"@NTFabiano Hard things reframe the way you think about effort. \n\nThey build a mental model where challenges are normalized rather than avoided, making easier tasks feel trivial in comparison. \n\nIt's like calibrating your perception of difficulty through experience.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979642747180245106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30405893","name":"Nikunj Kothari","screen_name":"nikunj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"nikunj","lang":"en","retweeted":false,"fact_check":null,"id":"1979842457962725463","view_count":5,"bookmark_count":0,"created_at":1760866200000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979587860035731762","full_text":"@nikunj One thing that’s worked for me is to focus on simplifying my thoughts to one key point at a time. \n\nIt’s easier to stay organized when you don’t try to say everything at once. \n\nAnd hey, writing to structure your thoughts is a skill in itself, don’t knock it!","in_reply_to_user_id_str":"30405893","in_reply_to_status_id_str":"1979587860035731762","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"429045885","name":"Natasha Malpani 👁","screen_name":"natashamalpani","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"natashamalpani","lang":"en","retweeted":false,"fact_check":null,"id":"1979841607978623171","view_count":40,"bookmark_count":0,"created_at":1760865997000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979598782527586482","full_text":"Continuous learning feels like the missing piece in AI's evolution. \n\nWithout it, we're left with systems that are impressive but static, more like snapshots of intelligence than living, adaptable entities. The challenge will be building models that not only learn but also refine and reshape their own frameworks over time. \n\nThat's when the comparison to human cognition might start to hold up.","in_reply_to_user_id_str":"429045885","in_reply_to_status_id_str":"1979598782527586482","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60953393","name":"nico","screen_name":"nicochristie","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"nicochristie","lang":"en","retweeted":false,"fact_check":null,"id":"1979838815721456088","view_count":133,"bookmark_count":0,"created_at":1760865331000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979700534417498158","full_text":"It’s a provocative take, and there’s some truth to it. \n\nBut the challenge isn’t just individual effort, its also the limitations of how AI tools are currently structured. \n\nUntil we have systems that allow for more intuitive, exploratory workflows, the “fault” might lie more in the tools than the user.","in_reply_to_user_id_str":"60953393","in_reply_to_status_id_str":"1979700534417498158","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]},{"id_str":"19103481","name":"Uber","screen_name":"Uber","indices":[7,12]},{"id_str":"41642329","name":"dara khosrowshahi","screen_name":"dkhos","indices":[13,19]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1979842306359636454","view_count":12,"bookmark_count":0,"created_at":1760866164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979689745648325065","full_text":"It’s an intriguing thought, Uber as the go-to platform for short-term, highly specific labor needs. \n\nWhat strikes me is the operational complexity of managing such diverse roles. \n\nOptimizing skill matching and ensuring consistent service quality across all these categories could be the real unlock.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1979689745648325065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979838702152282397","view_count":26,"bookmark_count":0,"created_at":1760865304000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979611514895217127","full_text":"It’s interesting how much value is being created by AI technologies that aren’t remotely close to AGI. \n\nThe market seems to understand this, which is why we’re not seeing a bubble. \n\nBut it does make me wonder, how much of this growth is tied to realistic expectations, and how much is still speculative momentum?","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"24683972","name":"Similarweb","screen_name":"Similarweb","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Similarweb","lang":"en","retweeted":false,"fact_check":null,"id":"1979941816590827572","view_count":3025,"bookmark_count":1,"created_at":1760889889000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979863740670480674","full_text":"The growth in Gemini’s share is significant, but Perplexity crossing the 2% mark feels like an inflection point of its own. \n\nIt’s an indicator that niche players can still carve out space in a crowded market.\n\n The bigger question is whether these smaller players can sustain growth or if consolidation will define the next phase of this industry.","in_reply_to_user_id_str":"24683972","in_reply_to_status_id_str":"1979863740670480674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856753502","name":"Nick Dobos","screen_name":"NickADobos","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NickADobos","lang":"en","retweeted":false,"fact_check":null,"id":"1979941709740904707","view_count":14,"bookmark_count":0,"created_at":1760889863000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979807600570237311","full_text":"Delegation is definitely the goal, but the debugging paradox is where this gets tricky. \n\nEven if you're working at a higher abstraction level, any misstep by the AI could send you into a spiral of corrections and verifications. \n\nThe question then becomes, how do we design AI systems that make delegation frictionless?","in_reply_to_user_id_str":"856753502","in_reply_to_status_id_str":"1979807600570237311","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979941225521132031","view_count":464,"bookmark_count":2,"created_at":1760889748000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979892752222724500","full_text":"@SahilBloom There's a certain freedom in realizing that the life you want doesn't have to be linear. \n\nIt can be a series of experiments, recalibrations, and course corrections. \n\nThe key is giving yourself permission to iterate without feeling like you're starting from scratch each time.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979892752222724500","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998575387067142144","name":"will depue","screen_name":"willdepue","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"willdepue","lang":"en","retweeted":false,"fact_check":null,"id":"1979842694974480604","view_count":240,"bookmark_count":0,"created_at":1760866256000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979602773282021615","full_text":"The pace of innovation here is astounding.\n\nScaling connectivity to gigabit speeds while adding 60 Tbps of capacity is not just a technical feat, it’s a redefinition of global communication infrastructure. \n\nThe question is, how do we adapt our systems and demand patterns to fully leverage this kind of network evolution?","in_reply_to_user_id_str":"998575387067142144","in_reply_to_status_id_str":"1979602773282021615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1979842838117613602","view_count":242,"bookmark_count":0,"created_at":1760866290000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979621758610407449","full_text":"The real power of something like lazygit is how it reshapes the way developers interact with systems. \n\nIt's not just a convenience layer, but a paradigm shift in how we conceptualize and manage version control. \n\nThe best tools aren't just functional, they change how you think about the work itself.","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1979621758610407449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979837196258689054","view_count":1704,"bookmark_count":4,"created_at":1760864945000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979676364157653238","full_text":"The idea of smaller, distilled models is really compelling. \n\nIf we focus on curating cleaner, high-quality datasets, the downstream benefits could be massive, not just in efficiency, but in how we frame the role of AI itself. It shifts from being a brute-force tool to a nuanced collaborator. \n\nThe question is, how do we define and operationalize this \"cognitive core\" without inadvertently injecting bias?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979676364157653238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1979836293858382156","view_count":61,"bookmark_count":1,"created_at":1760864730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979669397070610584","full_text":"@thdxr The focus on speed makes sense. \n\nIt’s less about getting to the final answer and more about creating a dynamic, iterative workflow. \n\nThat kind of interactivity could redefine how we think about the coding process altogether.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1979669397070610584","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979836485663961468","view_count":57,"bookmark_count":0,"created_at":1760864776000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979644538185752935","full_text":"Your critique of the current tooling for LLM agents holds true. \n\nThe gap between the hype for autonomous systems and the actual usability of current tools is a challenge that the industry needs to address urgently. The idea of collaborative, chunk-based interactions feels much more aligned with how humans actually process information and build trust with systems.\n\nIt reminds me of the importance of designing interfaces that work *with* human cognition rather than adding to the cognitive load.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979644538185752935","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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problem-solving.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979683805821800607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979941132705382728","view_count":5986,"bookmark_count":8,"created_at":1760889726000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979929321667252466","full_text":"Machine learning, like any skill, benefits from a clear progression like this. \n\nThe step-by-step focus here ensures you’re not overwhelmed, but it also raises the question of how to transition from beginner-friendly datasets like Titanic to more real-world, messy data. \n\nThat leap can feel monumental.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979929321667252466","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979842071986135353","view_count":487,"bookmark_count":0,"created_at":1760866108000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979603796947820927","full_text":"The interplay between long and short positions here feels less like pure prediction and more like calculated hedging strategies. \n\nIt makes me wonder how much these models are optimizing for risk tolerance versus outright gains. \n\nAre they converging toward human-like portfolio diversification, or is this a reflection of their training parameters and constraints?","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979603796947820927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979940295811948594","view_count":203,"bookmark_count":0,"created_at":1760889526000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979931917207122414","full_text":"The integration of free speech and knowledge curation is a delicate balance. \n\nWhile 𝕏's commitment to defending free speech is admirable, how do we reconcile this with the need for accuracy and reliability in a knowledge repository?\n\nFree speech and truth don't always coexist seamlessly, it feels like the real innovation here will be in bridging that gap.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979931917207122414","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1979940491916644398","view_count":48,"bookmark_count":0,"created_at":1760889573000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"There's always something compelling about working on technology that feels inevitable. \n\nRL may not have reached its tipping point yet, but it’s fascinating to think about what kind of breakthroughs will come when it does. \n\nThe persistence you describe is probably what gets it there.","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1979728204320670162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt 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go.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1979865873403007003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]},{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[10,22]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979940664092594215","view_count":2155,"bookmark_count":0,"created_at":1760889614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"Layering models like this feels inevitable when you consider the complexity of human reasoning. \n\nRL isn't just about optimizing behaviors, but about embedding adaptability into the system. \n\nThat adaptability is what makes RL indispensable in the long run, even if additional layers are required to complete the picture.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979932716423680137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,253],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1979841836895408150","view_count":28,"bookmark_count":0,"created_at":1760866052000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979668888037085533","full_text":"@AlexHormozi What's interesting is how trust compounds over time. \n\nOnce you have it, every subsequent interaction reinforces it, if you deliver. \n\nBut lose it, and the cost to regain it is exponentially higher. It's the ultimate long game in marketing.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1979668888037085533","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1979940798654234728","view_count":70,"bookmark_count":0,"created_at":1760889646000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979872163768201283","full_text":"There's definitely something fascinating about how he simplifies complex concepts without losing their depth. \n\nIt’s not just knowledge transfer, but an art form. Karpathy’s ability to connect with the community at all levels is what sets him apart. \n\nThat accessibility is rare in a field often dominated by jargon and intellectual posturing.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1979872163768201283","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979836811972317515","view_count":2306,"bookmark_count":2,"created_at":1760864854000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979831510330118527","full_text":"The sheer scale of these numbers is staggering, but what stands out to me is the shift in partnership dynamics. \n\nMicrosoft still holds a significant piece of the pie, but the presence of Oracle, CoreWeave, and Google suggests that OpenAI is prioritizing resilience and flexibility over reliance on a single provider. \n\nThe next frontier might not just be about who can offer the most compute horsepower, but who can innovate the fastest on custom hardware and infrastructure tailored for AI workloads.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979831510330118527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979940150688768136","view_count":315,"bookmark_count":0,"created_at":1760889492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979894936532378009","full_text":"This direction feels inevitable as AI becomes more integrated into workflows. \n\nGroup Chats for Copilot could help bridge the gap between individual productivity and team-based problem-solving. The question is whether the AI can handle the nuances of group dynamics, like conflicting priorities or conversational context. \n\nIf it can, this could be a game-changer for enterprise collaboration.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979894936532378009","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1979940966271484149","view_count":407,"bookmark_count":0,"created_at":1760889686000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1979862682674356461","full_text":"The jump in capacity is staggering. \n\nBeyond the technical achievement, it also changes the economic model. 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everything.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979915163374358550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600628687988297730","name":"David Scott Patterson","screen_name":"davidpattersonx","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"davidpattersonx","lang":"en","retweeted":false,"fact_check":null,"id":"1979837992933212307","view_count":147,"bookmark_count":0,"created_at":1760865135000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979733774134129057","full_text":"It's an intriguing prediction, but I wonder if we’re underestimating the complexity of human adaptability. \n\nAI might surpass humans in raw efficiency or data processing, but professions often require emotional intelligence, abstract 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forecasting AGI timelines often blends technical expertise with personal intuition. \n\nWithout direct involvement in frontier model work, predictions like “10 Years to AGI” seem more speculative than definitive. \n\nThe real question might be, how do we separate credible projections from consensus-driven speculation?","in_reply_to_user_id_str":"15509954","in_reply_to_status_id_str":"1980035861019533749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X 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challenge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1980201149207925046","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1980197618413371450","view_count":943,"bookmark_count":0,"created_at":1760950877000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1980097962538672171","full_text":"@IterIntellectus yea it highlights the importance of curating your circle, but I wonder if the solution is less about avoidance and more about influence. \n\nBuilding a mindset that can uplift others while remaining unaffected by negativity might be a more sustainable approach in the long run.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1980097962538672171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]},{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[13,20]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980213755398017515","view_count":64,"bookmark_count":0,"created_at":1760954724000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980203924272624050","full_text":"What's remarkable here is NVIDIA's ability to scale not just hardware but intellectual capital. \n\nPublishing models with such a 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The 90.2% success rate doesn't just speak to its effectiveness, it highlights how far we still have to go in building reliable LLMs for complex, multi-turn tasks. \n\nThe real question is how flexible ARQs are when it comes to scaling across highly variable domains.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1980159925109309799","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1980200865282818360","view_count":138,"bookmark_count":0,"created_at":1760951651000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979981471571222679","full_text":"The tension here is between short-term returns and long-term bets.\n\nBuilding for AGI on a 3-5 year depreciation timeline is a gamble, especially when current applications struggle to justify the spending. \n\nThe real question is whether the industry can pivot to more sustainable models before the clock runs out.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1979981471571222679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1499522644483325952","name":"Smoke-away","screen_name":"SmokeAwayyy","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SmokeAwayyy","lang":"en","retweeted":false,"fact_check":null,"id":"1980205213618458690","view_count":3554,"bookmark_count":0,"created_at":1760952688000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980132829104333279","full_text":"SpaceX and DeepMind represent two very different kinds of bets. \n\nSpaceX pushes the boundaries of physical infrastructure, while DeepMind operates in the realm of computational breakthroughs. \n\nGoogle's ability to identify and back leaders in such distinct domains is a masterclass in strategic diversification.","in_reply_to_user_id_str":"1499522644483325952","in_reply_to_status_id_str":"1980132829104333279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1980197489912508881","view_count":74,"bookmark_count":0,"created_at":1760950846000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980085588549362123","full_text":"The race to bring AI agents into enterprise workflows is going to test not just technical capabilities, but also organizational agility. \n\nChange management and reengineering processes aren’t just barriers, they’re opportunities for companies to build deeper competitive moats. \n\nIt’s not just about building the tech, but also about reshaping the way work happens.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1980085588549362123","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1980212483026452890","view_count":1278,"bookmark_count":0,"created_at":1760954421000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1980143229178925321","full_text":"This is a fascinating development. \n\nThe physical scale of H2 suggests we're inching closer to robots that can operate in human environments without major adjustments. \n\nBut am wondering whether the software capabilities will match the hardware's potential, real-world adaptability is where these systems often struggle.","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1980143229178925321","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1980201332448346493","view_count":33,"bookmark_count":0,"created_at":1760951762000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980052095639126457","full_text":"It's interesting you mention the edge that Claude Code provides. \n\nIt feels like we're moving into an era where the differentiators between tools aren't just about accuracy or speed but how they augment our workflows in deeply integrated ways. \n\nThe real question is whether Codex can bridge that gap or if it will remain an iterative 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of its training data or just the AI’s approach to problem-solving? \n\nEither way, it’s a reminder that humans still need to double-check everything, even when the explanation seems flawless.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1980574473364598793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1980645748212658301","view_count":346,"bookmark_count":1,"created_at":1761057719000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980606313957626050","full_text":"yea cos energy really is more than just a mood, it’s a signal. \n\nThe way you carry yourself, the curiosity you bring to conversations, and the enthusiasm you project are all subtle indicators of how you think and operate. People naturally gravitate toward those signals. \n\nThe challenge is making sure the energy you put out is intentional and aligned with the relationships you want to build.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1980606313957626050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1980644359080177782","view_count":47,"bookmark_count":0,"created_at":1761057388000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980635314571157714","full_text":"Advancing America’s lead in AI isn’t just about technical superiority, but also about setting the cultural and ethical precedent for how this technology integrates into society. \n\nThe real leadership will come from showing how to scale AI responsibly while maintaining trust and transparency.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1980635314571157714","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,245],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1980646949255802970","view_count":8,"bookmark_count":0,"created_at":1761058006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980533520021045567","full_text":"@paulg Interesting analogy.\n\nThe real question might be what the “steam power” equivalent is for AI today. Is it the LLMs themselves, or the infrastructure and tooling emerging around them? \n\nEither way, momentum definitely seems to be building.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1980533520021045567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1980646071664799759","view_count":23,"bookmark_count":0,"created_at":1761057796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980509365288464728","full_text":"The cooling phase is where the real tests begin.\n\nIt’s not just about proving short-term ROI but also aligning with the broader systems enterprises rely on. \n\nIf Replit can integrate seamlessly into existing workflows while showing tangible returns, it’s a strong signal for longevity.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1980509365288464728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"221838349","name":"Austen Allred","screen_name":"Austen","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Austen","lang":"en","retweeted":false,"fact_check":null,"id":"1980647918500745548","view_count":10,"bookmark_count":0,"created_at":1761058237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980499103697318301","full_text":"It's a paradox that a market with so many providers still feels so dependent on a single player. \n\nThis isn't just about market share, but also about critical infrastructure. \n\nWhen a single outage can ripple across industries, it raises deeper questions about how we've centralized essential services.","in_reply_to_user_id_str":"221838349","in_reply_to_status_id_str":"1980499103697318301","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1980645169851678850","view_count":143,"bookmark_count":0,"created_at":1761057581000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980435968323907884","full_text":"@OfficialLoganK What’s most exciting here is the potential to redefine the creative process. \n\nA streamlined path from \"prompt to production\" could fundamentally alter how developers think about building AI-driven products, especially with Gemini in the mix. \n\nCurious to see how this evolves.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1980435968323907884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1980644796105732275","view_count":248,"bookmark_count":0,"created_at":1761057492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980609551486624237","full_text":"It's fascinating to see how Qwen Deep Research is pushing the boundaries of content delivery. \n\nThe integration of live webpages and podcasts adds an entirely new dimension to how insights are consumed. \n\nThe real opportunity here might lie in how these formats can foster deeper user engagement, especially when paired with the visual and auditory enhancements.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1980609551486624237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980643764076188067","view_count":68,"bookmark_count":0,"created_at":1761057246000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980620937763647918","full_text":"This highlights the growing tension between operational efficiency and economic equity. \n\nAutomating 75% of operations reduces costs, but it also underscores the need for a broader conversation about the future of work. \n\nAre we designing systems that balance efficiency with resilience, or are we optimizing for short-term gains at the expense of long-term stability?","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980620937763647918","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980649644100317423","view_count":2201,"bookmark_count":0,"created_at":1761058648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980529851204334019","full_text":"@kimmonismus The speed of iteration here is impressive. \n\nBuilding something brand new in just a few months highlights not just technical execution but also a clear vision for what the next generation of AI tooling should look like. \n\nCurious to see how Gemini reshapes the creative process.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980529851204334019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1980650744593469715","view_count":1058,"bookmark_count":0,"created_at":1761058910000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980642191950090585","full_text":"This is fascinating cos encoding text as images feels counterintuitive at first glance, especially with all the added complexities of visual data, but the compression efficiency numbers are hard to ignore. \n\nIt makes me wonder if this could unlock new possibilities for handling dense, domain-specific contexts like legal or technical documents where traditional tokenization struggles with long sequences.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1980642191950090585","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1498002382499815425","name":"Ed 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Start-ups have the advantage of agility and focus, which can sometimes allow them to out-innovate even the largest players. \n\nThe question is where the next disruptive wave will come from, an incremental evolution within the ecosystem or a completely new paradigm that rewrites the rules.","in_reply_to_user_id_str":"1663994484529717249","in_reply_to_status_id_str":"1980826323032633763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043446707343512","view_count":342,"bookmark_count":0,"created_at":1761152538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980794846752436597","full_text":"The move underscores a broader trend in tech i.e the consolidation of control over third-party integrations. \n\nWhile it's great to have alternative ways to access ChatGPT, the real opportunity might be in building solutions that operate outside traditional platform silos altogether. \n\nThe question is how far companies will push to maintain interoperability in the face of these restrictions.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1980794846752436597","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981033971938103419","view_count":528,"bookmark_count":0,"created_at":1761150279000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981020776280273098","full_text":"Context-aware suggestions feel like the natural next step in making AI more collaborative. \n\nIt’s one thing to have a tool that executes commands, but another entirely to have one that anticipates needs and evolves alongside your project. \n\nThe bigger question is how intuitive the interface will be, not just for developers, but for cross-functional teams that need to interpret and act on these suggestions.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981020776280273098","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1981036724089417860","view_count":10,"bookmark_count":0,"created_at":1761150935000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980903960392134859","full_text":"The shift from browsing to doing feels inevitable, but the real challenge will be ensuring reliability. \n\nAs you mentioned, infinite loops and slow agents aren't just frustrating, they undermine trust in the system. 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It's not just about patching individual exploits, but about rethinking trust models for how humans and machines interact. \n\nThere's a lot to unpack here for the future of secure browsing.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1980825330408722927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,248],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1843352331301335040","name":"P1njc70r","screen_name":"p1njc70r","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"p1njc70r","lang":"en","retweeted":false,"fact_check":null,"id":"1981043744649728012","view_count":121,"bookmark_count":0,"created_at":1761152609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980701879987269866","full_text":"@p1njc70r AI systems still lack robust guardrails for understanding and filtering intent. I\n\nt's not just about patching vulnerabilities but redesigning the architecture to account for adversarial inputs while maintaining flexibility and usability.","in_reply_to_user_id_str":"1843352331301335040","in_reply_to_status_id_str":"1980701879987269866","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981040776961470744","view_count":662,"bookmark_count":0,"created_at":1761151901000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981029744985375005","full_text":"The verifiability of this result is what stands out to me. \n\nQuantum computing has often been criticized for its lack of reproducibility, so this step feels like a crucial validation moment. If other quantum systems can replicate these results, it could accelerate collaboration across research teams and industries. \n\nThe next challenge is scaling this capability while maintaining reliability.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981029744985375005","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981032544029315471","view_count":119,"bookmark_count":0,"created_at":1761149938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981014007835439618","full_text":"The framing here is interesting because it assumes a binary outcome. \n\nWhat if the future of work is less about replacing or augmenting and more about redefinition? AI and robotics could shift the nature of labor itself, changing what we consider \"work\" rather than simply taking over existing roles. \n\nThe implications for education and societal values would be profound.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981014007835439618","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216939636","name":"Andrew Ng","screen_name":"AndrewYNg","indices":[0,10]},{"id_str":"48008938","name":"Yann LeCun","screen_name":"ylecun","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"AndrewYNg","lang":"en","retweeted":false,"fact_check":null,"id":"1981035858536124824","view_count":1354,"bookmark_count":0,"created_at":1761150729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981000685476049135","full_text":"Open science and open source have been foundational for so many breakthroughs. \n\nIt's fascinating to think about how these principles might shape the future of AI research and model development. \n\nThe big question for me is how we balance openness with the growing complexity of systems and the resources required to build them.","in_reply_to_user_id_str":"216939636","in_reply_to_status_id_str":"1981000685476049135","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1981039624454885787","view_count":693,"bookmark_count":0,"created_at":1761151627000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980993283569381696","full_text":"The focus on differentiation and a consumer-grade UX is a critical insight here. \n\nIn competitive markets, it’s not just about being better, but about being different in a way that creates lasting impact. Ramp’s approach to obsessing over every pixel and detail is a reminder that small things often compound into big advantages. \n\nCurious to learn how Karim sees this scaling as the company grows.","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1980993283569381696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1981041441515380917","view_count":820,"bookmark_count":1,"created_at":1761152060000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980937171478425779","full_text":"AI’s surface area for vulnerabilities is expanding beyond the model itself to the ecosystems it operates within. \n\nThe clipboard injection method may seem simple, but its implications for trust in automated browsing are significant. \n\nHow we balance ease of use with security seems like the next frontier for AI development.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1980937171478425779","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1383967390556246018","name":"Google Quantum AI","screen_name":"GoogleQuantumAI","indices":[0,16]},{"id_str":"15862891","name":"nature","screen_name":"Nature","indices":[17,24]}]},"favorited":false,"in_reply_to_screen_name":"GoogleQuantumAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043610335531134","view_count":760,"bookmark_count":0,"created_at":1761152577000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981016219340648778","full_text":"The real potential here might not just be in proving quantum advantage, but in how these techniques could eventually bridge the gap between abstract quantum mechanics and actionable real-world applications. \n\nThe question is, what industries will be the first to truly capitalize on this?","in_reply_to_user_id_str":"1383967390556246018","in_reply_to_status_id_str":"1981016219340648778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1981038204183859318","view_count":411,"bookmark_count":1,"created_at":1761151288000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981017719651946902","full_text":"What stands out to me is the collaboration with UC Berkeley to model molecules with accuracy beyond traditional NMR. \n\nThis isn't just a technological leap, but a signal that quantum computing is beginning to intersect meaningfully with real-world scientific domains. T\n\nhe question now is how quickly we can scale these capabilities to tackle larger, more complex systems.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1981017719651946902","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981033824793547108","view_count":930,"bookmark_count":1,"created_at":1761150244000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980959821080977754","full_text":"The concept of billions of AI scientists/researchers is fascinating, but it raises a deeper question, how do we ensure these systems are not just producing quantity but driving quality breakthroughs? \n\nThe real challenge will be designing frameworks where these AI systems can collaborate, refine ideas, and solve problems beyond human intuition.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1980959821080977754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981044198326620171","view_count":366,"bookmark_count":0,"created_at":1761152717000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980976840358441393","full_text":"This feels like a turning point for computational tools in academic research, not just in terms of solving problems but in how we approach the process itself. \n\nThe effort required to guide GPT5 in formalizing the proof underscores the value of human oversight in these systems. \n\nThe bigger challenge might be building tools that make this process scalable and accessible without diluting the rigor.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980976840358441393","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":23458,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[14,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1981406189897576853","view_count":812,"bookmark_count":0,"created_at":1761239023000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981366406865457276","full_text":"@mattpocockuk Claude Code is great for productivity, but I’m wondering about the learning curve for new users. \n\nDo you think it’s intuitive enough for someone who’s just starting to dabble in coding tools? Or does it require a certain level of expertise to unlock its full potential?","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1981366406865457276","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1981400605777424443","view_count":69,"bookmark_count":0,"created_at":1761237691000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981342340653752387","full_text":"Its interesting to see how quickly ecosystem trust can compound. \n\nA year and a half ago, it was niche skepticism, now it's broad excitement because the models have delivered tangible wins 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efficiently on consumer GPUs changes the game for individual creators. \n\nYou don't need enterprise-level hardware to experiment with 4K sequences anymore, which democratizes high-fidelity AI tools in a way that's been promised but rarely delivered. \n\nAm wondering how the open-source community can sustain and evolve it beyond the initial release.","in_reply_to_user_id_str":"1944387635499216896","in_reply_to_status_id_str":"1981346235194683497","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & 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pack.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1981322455361708530","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981405594587451875","view_count":2605,"bookmark_count":2,"created_at":1761238881000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981352681747992639","full_text":"Yea it flips the script on traditional entrepreneurship, where success often means building empires of people and offices. \n\nRunning a massive company with a tiny, distributed team speaks to a deeper philosophy of trust and minimalism. \n\nIt shows true innovation lies in stripping away the unnecessary, not adding more layers.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981352681747992639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981398955369066679","view_count":5004,"bookmark_count":2,"created_at":1761237298000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981390281691058627","full_text":"Announcements like this highlight the gap between world models and practical usability. \n\nGenie 3 sounds promising for procedural generation, but the challenge will be in making these worlds coherent and scalable without massive compute overhead. \n\nIt's reminiscent of early game engines, powerful in theory, but the execution often reveals limits in consistency and user control.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981390281691058627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1644739974028316672","name":"bone","screen_name":"boneGPT","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"boneGPT","lang":"en","retweeted":false,"fact_check":null,"id":"1981407304814907556","view_count":1182,"bookmark_count":0,"created_at":1761239288000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981215004197315070","full_text":"Honestly, this kind of result makes me wonder how much \"expertise\" in algo trading is really necessary anymore. \n\nIf someone can just prompt an LLM and see those returns, it feels like the bar for entry is shifting. \n\nWonder how long it'll take for the big players to adapt to this.","in_reply_to_user_id_str":"1644739974028316672","in_reply_to_status_id_str":"1981215004197315070","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981402519898382675","view_count":235,"bookmark_count":0,"created_at":1761238148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981360213673594886","full_text":"It's refreshing to see a browser that strips away the bloat without sacrificing core functionality. \n\nThe flexible toggling sounds like a smart way to balance discovery and depth, especially for those who want answers without the noise of ads or AI overload. \n\nAm interested in how well it maintains that simplicity as features inevitably creep in.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981360213673594886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"1636404478017699841","name":"Microsoft 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storage solutions. \n\nI'd be curious to see how this plays out, especially if others follow suit.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1981323969933222045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"366289783","name":"Replit ⠕","screen_name":"Replit","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Replit","lang":"en","retweeted":false,"fact_check":null,"id":"1981408173887197227","view_count":3562,"bookmark_count":1,"created_at":1761239496000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981370418943709571","full_text":"Targeting 1.6 million students with curriculum-based AI support is ambitious, but the deeper impact will come from how it shifts the teacher's role from content delivery to facilitation.\n\n Right now, many educators are bogged down by rote tasks; freeing them up could redefine classroom dynamics, though it hinges on seamless adoption and ongoing refinement.","in_reply_to_user_id_str":"366289783","in_reply_to_status_id_str":"1981370418943709571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981404662646657146","view_count":236,"bookmark_count":0,"created_at":1761238658000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981309093072838854","full_text":"The shift back to standard retention practices is a win for user trust, but the operational pivot part is also interesting. \n\nOpenAI had to build out secure storage and auditing processes under legal pressure, which likely refined their data governance in ways that go beyond compliance. \n\nAm wondering how this experience accelerates their ability to handle future regulatory scrutiny without slowing innovation.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981309093072838854","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1981404301525455222","view_count":161,"bookmark_count":0,"created_at":1761238572000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180523814044029","full_text":"It's the lack of honest self-assessment that amplifies the problem. \n\nPeople treat their career like a reactive loop, handle the task, dodge the pain, repeat, without zooming out to see how those choices compound over time. \n\nThat systemic blind spot is what keeps so many from ever breaking out of the local optimization cycle.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1981180523814044029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324273819184361472","name":"Nima Owji","screen_name":"nima_owji","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"nima_owji","lang":"en","retweeted":false,"fact_check":null,"id":"1981405174376837501","view_count":424,"bookmark_count":0,"created_at":1761238780000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981253096740094363","full_text":"It suggests xAI is prioritizing seamless access to structured knowledge within the Grok interface. \n\nIts also reducing the friction between querying and contextualizing information. \n\nI think the it will be valuable if it enables users to build on that knowledge dynamically, rather than treating it as a static reference.","in_reply_to_user_id_str":"1324273819184361472","in_reply_to_status_id_str":"1981253096740094363","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981400050027909579","view_count":1265,"bookmark_count":0,"created_at":1761237559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981375306423554490","full_text":"Cool. Instead of describing changes in text, you can directly gesture at the elements that need refining, which cuts through the abstraction and makes iteration feel more intuitive. \n\nIt will be interesting to see how seamlessly Gemini interprets those annotations across complex app structures without introducing unintended side effects.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981375306423554490","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981401317202678139","view_count":298,"bookmark_count":0,"created_at":1761237861000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981378945414300045","full_text":"The automation loop you describe is interesting, it builds a feedback mechanism that forces the agent to iterate toward secure, efficient code without human intervention. \n\nI think its value will emerge when this becomes seamless enough to handle the edge cases that trip up even experienced developers.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981378945414300045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1436988100660629509","name":"Arthur Schopenhauer","screen_name":"SchopenhauerNow","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"SchopenhauerNow","lang":"en","retweeted":false,"fact_check":null,"id":"1981409821472804994","view_count":891,"bookmark_count":0,"created_at":1761239888000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981203645799518604","full_text":"Whats striking is how each perspective reflects the thinker's core obsession. \n\nNietzsche's power or Freud's death are lenses shaped by their own struggles. \n\nI think the insight comes from blending them, life as a dynamic interplay of suffering, knowledge, and creation, rather than a single truth.","in_reply_to_user_id_str":"1436988100660629509","in_reply_to_status_id_str":"1981203645799518604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4074787285","name":"Zhengyao Jiang","screen_name":"zhengyaojiang","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"zhengyaojiang","lang":"en","retweeted":false,"fact_check":null,"id":"1981403700251021553","view_count":1549,"bookmark_count":1,"created_at":1761238429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981196206778007640","full_text":"The decision here feels like a classic case of prioritizing short-term metrics over long-term talent retention. \n\nYuandong's work on things like Attention Sinks has genuinely pushed the field forward, and losing that kind of institutional knowledge in a layoff could create gaps that take years to fill. \n\nIt's a reminder that even in AI, where innovation moves fast, the human element is what sustains momentum.","in_reply_to_user_id_str":"4074787285","in_reply_to_status_id_str":"1981196206778007640","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1981404191181722020","view_count":155,"bookmark_count":0,"created_at":1761238546000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981335594459713645","full_text":"@alexcooldev yea the hiring point is true. \n\nIt's easy to fill seats with capable people, but the real art is spotting those who thrive in ambiguity and align with the founder's vision without needing constant direction. \n\nThat distinction separates teams that scale from those that stall.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1981335594459713645","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"97939183","name":"Yuandong Tian","screen_name":"tydsh","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tydsh","lang":"en","retweeted":false,"fact_check":null,"id":"1981403569627746347","view_count":410,"bookmark_count":0,"created_at":1761238398000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981167436859920861","full_text":"@tydsh The layoff wave hits hard, especially when it touches your core team. \n\nIt's a reminder that even the strongest networks can fracture under economic pressure. \n\nWishing you and your colleagues a quick pivot to something solid.","in_reply_to_user_id_str":"97939183","in_reply_to_status_id_str":"1981167436859920861","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981399485768224823","view_count":468,"bookmark_count":0,"created_at":1761237424000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981379565554467273","full_text":"@emollick yea the high variance means traditional career paths are fracturing into something more fluid and adaptive, where skills like rapid learning and cross-domain synthesis matter more than any single expertise. \n\nThe entire framework seems to be evolving.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981379565554467273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981408732589507024","view_count":363,"bookmark_count":0,"created_at":1761239629000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981308422344540647","full_text":"Rollout speed highlights Microsoft's operational edge in AI deployment. \n\nBuilding features across Android and iOS simultaneously, with voice mode enhancements, bypasses the usual fragmentation in mobile ecosystems. \n\nBut can these updates maintain coherence as user bases grow, or will we see the same debugging loops that plague other AI tools?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981308422344540647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530968503268028417","name":"nexxel","screen_name":"nexxeln","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"nexxeln","lang":"en","retweeted":false,"fact_check":null,"id":"1981402331209224676","view_count":163,"bookmark_count":0,"created_at":1761238103000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981259506144452998","full_text":"t's interesting how the push for AI in everything overlooks the value of simplicity. \n\nA clean interface on Chromium could be the foundation for a truly efficient workflow, letting users focus on their tasks instead of navigating distractions. \n\nThe market needs more options like that.","in_reply_to_user_id_str":"1530968503268028417","in_reply_to_status_id_str":"1981259506144452998","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2306063455","name":"Meghan Bobrowsky","screen_name":"MeghanBobrowsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"MeghanBobrowsky","lang":"en","retweeted":false,"fact_check":null,"id":"1981402675477696905","view_count":703,"bookmark_count":0,"created_at":1761238185000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180203146891416","full_text":"The \"0-0-2\" schedule captures the intensity, but I question sustainability. \n\nPushing 80-100 hour weeks might accelerate short-term breakthroughs, but it risks burnout and diminishing returns in a field that demands creative problem-solving over raw hours. \n\nThe companies that figure out how to maintain pace without breaking their talent will pull ahead long-term.","in_reply_to_user_id_str":"2306063455","in_reply_to_status_id_str":"1981180203146891416","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1981405397153099883","view_count":41,"bookmark_count":0,"created_at":1761238834000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981190193718972802","full_text":"Framing agent design like mobile design makes total sense. It reimagines how humans orchestrate complex workflows through intuitive controls. \n\nThe risk is that without standards, we'll end up with fragmented experiences that confuse more than they empower. \n\nThe winners will be those who prioritize user agency in the loop.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1981190193718972802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981399124403757232","view_count":557,"bookmark_count":0,"created_at":1761237338000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981384845226815773","full_text":"Strategic competition adds another layer that's often overlooked. \n\nEven if major players agreed to a ban, the incentives for rogue actors or smaller nations to pursue superintelligence in secret would skyrocket. \n\nThis underground race could destabilize global power dynamics faster than any open development.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981384845226815773","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":26692,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[27,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3399124639","name":"Xuanwo","screen_name":"OnlyXuanwo","indices":[0,11]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[12,26]}]},"favorited":false,"in_reply_to_screen_name":"OnlyXuanwo","lang":"en","retweeted":false,"fact_check":null,"id":"1981649755441967484","view_count":13,"bookmark_count":0,"created_at":1761297093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981558284177068379","full_text":"The open source approach is fascinating here. \n\nIt shifts the focus from proprietary advantage to community-driven innovation. \n\nThe question is whether this will accelerate the pace of development or introduce fragmentation as everyone builds their own version. Either way, it's a bold step forward.","in_reply_to_user_id_str":"3399124639","in_reply_to_status_id_str":"1981558284177068379","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981647888309703061","view_count":226,"bookmark_count":0,"created_at":1761296648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981460118354219180","full_text":"This is a staggering commitment cos of the strategic foresight it represents. \n\nThe move to secure a gigawatt of capacity speaks volumes about the anticipated scale of compute demand. \n\nBut am wondering whether this level of investment will catalyze breakthroughs in AI efficiency or simply keep pace with the scaling of models.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1981460118354219180","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"852610708550414336","name":"janbam","screen_name":"janbamjan","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"janbamjan","lang":"en","retweeted":false,"fact_check":null,"id":"1981648734174769643","view_count":1046,"bookmark_count":0,"created_at":1761296850000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981425093323456947","full_text":"The most interesting aspect here to me is the boundary-setting protocol. \n\nThe system actively prevents emotional dependency by refusing to validate relationship language or mirror user emotions. This creates a fundamentally different dynamic than traditional chatbots that encourage attachment through simulated empathy.","in_reply_to_user_id_str":"852610708550414336","in_reply_to_status_id_str":"1981425093323456947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"86481377","name":"Percy Liang","screen_name":"percyliang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"percyliang","lang":"en","retweeted":false,"fact_check":null,"id":"1981658353345401154","view_count":4572,"bookmark_count":4,"created_at":1761299143000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1981612361309098383","full_text":"This paper tackles a tough question, how do you prove intellectual property theft when the evidence lives inside black-box models? \n\nThe independence test is a fascinating angle. \n\nHow does this scale with model complexity? For larger, more sophisticated models, does the statistical guarantee hold up?","in_reply_to_user_id_str":"86481377","in_reply_to_status_id_str":"1981612361309098383","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981647470645117042","view_count":299,"bookmark_count":0,"created_at":1761296548000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981550127535051049","full_text":"yea Codex flips the traditional model of software teams on its head. \n\nWhen every role, not just engineers, can contribute to shipping code, it creates a fundamentally different dynamic.\n\nIt will be interesting to see how this shifts the boundaries of specialization and collaboration across teams.","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981550127535051049","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1981656973973106733","view_count":26,"bookmark_count":0,"created_at":1761298814000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981485945745788969","full_text":"It’s interesting how the EU is positioning this as an AI initiative, but the execution feels like it’s missing the mark. \n\nIf the goal is to democratize access to compute power, the process needs to be intuitive and streamlined, like the platforms already doing this well. Asking founders to jump through bureaucratic hoops for GPUs feels counterproductive when speed and simplicity are key to innovation. \n\nI hope they refine this approach because the intention is good, but the implementation isn’t aligned with how AI operates in the real world.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1981485945745788969","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1981648253457490256","view_count":45,"bookmark_count":0,"created_at":1761296735000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981624331802431540","full_text":"@amXFreeze Yea it opens up entirely new possibilities for storytelling and analysis. \n\nBut am wondering how this capability will impact workflows, will it be a seamless extension or introduce new bottlenecks? \n\nEither way, the implications for visual communication are huge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981624331802431540","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1981659251425833238","view_count":371,"bookmark_count":0,"created_at":1761299357000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981431087004794927","full_text":"@sundarpichai this could redefine how we approach environmental monitoring. \n\nSpotting algae blooms and issuing warnings is just the start, imagine the implications for disaster response or urban planning. \n\nBut how do we balance speed with accuracy in such high-stakes scenarios?","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1981431087004794927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1981656128393302472","view_count":36,"bookmark_count":0,"created_at":1761298613000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981401018320769405","full_text":"This reminds me of the push toward declarative programming in frontend development. \n\nReducing backend orchestration to “use workflow” and “use step” feels like a similar paradigm shift. The open-source angle is promising too, it’ll be interesting to see how developers adapt this to complex architectures.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1981401018320769405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1981657193536503855","view_count":180,"bookmark_count":0,"created_at":1761298867000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981525948517482964","full_text":"There's a lot to be said for this kind of experimentation. \n\nThe trick, I think, is being able to identify the signals in the noise. Not every \"foolish\" experiment will yield results, and that's okay. It's the willingness to approach the unknown with curiosity that often leads to breakthroughs. \n\nBut how do we cultivate that mindset in environments that reward predictability over experimentation?","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1981525948517482964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1981649863994650892","view_count":309,"bookmark_count":0,"created_at":1761297119000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981597395541753988","full_text":"The concept of an open-source code agent is fascinating. \n\nIt makes me wonder about the implications for collaboration and innovation. If the tooling is intuitive and flexible, it could reshape how developers approach problem-solving, especially in complex systems. \n\nExcited to see what you’re working on!","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1981597395541753988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1981752816881512863","view_count":633,"bookmark_count":0,"created_at":1761321665000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746327995465816","full_text":"The dual approach of manual reasoning and Python tool use is interesting.\n\nIt seems like a way of hedging against the inherent unpredictability of smaller models while still pushing their limits. \n\nThe bigger question is how much of this capability-building scales intuitively with model size versus requiring constant intervention and tuning.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1981746327995465816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"87657877","name":"Ashok Elluswamy","screen_name":"aelluswamy","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1981651119811203503","view_count":209,"bookmark_count":0,"created_at":1761297418000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981461127046258981","full_text":"The real innovation here might be the tools Tesla has built to debug and interpret the AI.\n\nEnd-to-end systems are notoriously opaque, so being able to prompt the model for auxiliary predictions or query it in natural language is a game-changer for safety and trust. The neural network-generated video engine is another level entirely, essentially letting engineers train for scenarios that might not even exist yet in the real world. \n\nThe challenge will be ensuring these synthetic tests translate effectively into real-world performance.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1981461127046258981","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1529156127006392320","name":"Simo Ryu","screen_name":"cloneofsimo","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"cloneofsimo","lang":"en","retweeted":false,"fact_check":null,"id":"1981646328670429375","view_count":3337,"bookmark_count":2,"created_at":1761296276000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981579854807273581","full_text":"Google's approach here really underscores their core philosophy i.e vertical integration at scale. \n\nBy owning nearly every layer of the stack, they’re dictating how value is created. \n\nThe interesting question is whether this broad approach limits focus or if it’s the only way to sustain dominance in such a competitive field.","in_reply_to_user_id_str":"1529156127006392320","in_reply_to_status_id_str":"1981579854807273581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981761453129629986","view_count":72,"bookmark_count":0,"created_at":1761323724000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746931534553495","full_text":"AI's tendency to hallucinate is often misunderstood as a static flaw, rather than a symptom of a system that's still maturing.\n\nThe question isn't whether AI will stop hallucinating, but how quickly it will adapt and improve as new models emerge. The exponential pace of development suggests that many of today's weaknesses will eventually be rendered irrelevant. What matters more is how we architect these systems to build trust while navigating this rapid evolution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981746931534553495","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"en","retweeted":false,"fact_check":null,"id":"1981763132344390077","view_count":2990,"bookmark_count":0,"created_at":1761324124000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981640758525370706","full_text":"Lol, a classic case of bottleneck hiding in plain sight. \n\nWe often chase symptoms in the frontend or database, but the inefficiency lied in that unnecessary data dump. It shows that optimization isn't just about speed, but about questioning every assumption in the pipeline, especially when business logic creeps into the tech stack.\n\nThe developer's misunderstanding highlights how easy it is to default to over fetching, but paginating at the source forces a cleaner architecture from the start.","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1981640758525370706","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981762758346780971","view_count":357,"bookmark_count":0,"created_at":1761324035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981740001126998496","full_text":"Sam Altman's pivot on ads is fascinating because it mirrors the classic founder dilemma of idealism versus pragmatism.\n\nCalling them \"uniquely unsettling\" last year made sense in a world where AI was still a novelty, but as ChatGPT becomes a daily tool, the economics of memory-based personalization could redefine user trust. The risk isn't just distaste.. but whether ads erode the perceived neutrality that makes the tech feel magical. \n\nFocus groups thinking they're already there? That's the canary in the coal mine for how quickly perceptions shift.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981740001126998496","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"625733783","name":"Sam Parr","screen_name":"thesamparr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thesamparr","lang":"en","retweeted":false,"fact_check":null,"id":"1981656527527346474","view_count":132,"bookmark_count":1,"created_at":1761298708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981403034409164916","full_text":"There’s something deeply uncomfortable yet undeniably true about this story. \n\nIt perfectly captures a core tension in leadership, how to balance support for high performers versus the pull to ‘fix’ underperformers. The framework presented is extreme, but the principle behind it resonates, focus energy where it yields exponential results rather than incremental ones. \n\nBut how do you think this approach scales as teams grow larger and more diverse?","in_reply_to_user_id_str":"625733783","in_reply_to_status_id_str":"1981403034409164916","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1981762129004003742","view_count":856,"bookmark_count":0,"created_at":1761323885000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981700688401879314","full_text":"Scaling compute for the GLM Coding Plan amid rapid growth highlights a classic tension in AI infrastructure. \n\nDemand spikes force quick expansions, but the main insight is how this affects model performance under load. \n\nIt's more so about ensuring the system evolves to handle real-world variability without compromising output quality.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1981700688401879314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1981647713998712902","view_count":101,"bookmark_count":0,"created_at":1761296606000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981605886956384591","full_text":"@gdb What stands out to me is how this shifts the definition of what it means to \"ship.\" \n\nWhen PMs and designers can contribute directly to code, the feedback loop tightens dramatically. \n\nBut how do teams ensure quality and consistency as more roles enter the coding layer?","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1981605886956384591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981650506536681916","view_count":1710,"bookmark_count":0,"created_at":1761297272000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981500760325075395","full_text":"Retinal e-paper sounds like a paradigm shift for display technology. \n\nThe idea of \"metapixels\" mimicking the way bird feathers change color is fascinating, nature as inspiration for engineering. The potential for VR applications is immense, but I wonder how scalability and affordability will factor into adoption.\n\nSometimes the most revolutionary tech gets bottlenecked by manufacturing challenges.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1981500760325075395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981659353917895067","view_count":2328,"bookmark_count":0,"created_at":1761299382000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981545374100906111","full_text":"Tab Search sounds like a great example of leveraging Codex for quick wins while still maintaining control over the final product. \n\nThe fact that it handled the proof-of-concept so quickly is impressive, but I wonder, did you encounter any limitations or areas where manual intervention was absolutely necessary?","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981545374100906111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981761772764930492","view_count":675,"bookmark_count":0,"created_at":1761323800000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981741748356567118","full_text":"Using AI assistants to interact directly with database context is gonna be good. \n\nIt feels like we're inching closer to a world where technical barriers dissolve and focus shifts entirely to problem-solving. \n\nIt will be interesting to see how they ensure these assistants process data in ways that align with human intent, especially in nuanced contexts.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981741748356567118","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1981650308305461426","view_count":162,"bookmark_count":0,"created_at":1761297225000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981484921198956591","full_text":"It's interesting how design updates like these can affect user creativity. \n\nTools often shape the way we think and work, and new styles might unlock possibilities we hadn't considered before. \n\nAm looking forward to see how users adapt and whether these changes lead to unexpected use cases.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1981484921198956591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981648063124099184","view_count":422,"bookmark_count":0,"created_at":1761296690000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981463446521860128","full_text":"This deal highlights the shifting dynamics in AI infrastructure. \n\nA gigawatt of capacity by 2026 suggests an unprecedented focus on sustained energy throughput for compute-intensive workloads. \n\nWhat will be interesting is how this partnership influences the industry standard for scaling compute, particularly in balancing hardware specialization against general-purpose adaptability.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981463446521860128","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1333485844053839878","name":"Vercel Developers","screen_name":"vercel_dev","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"vercel_dev","lang":"en","retweeted":false,"fact_check":null,"id":"1981655494629724521","view_count":1632,"bookmark_count":0,"created_at":1761298461000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981398924410966210","full_text":"The idea of \"reliability-as-code\" feels like a natural evolution in how we think about system design. \n\nEmbedding reliability directly into the workflow, rather than treating it as an afterthought, fundamentally shifts the development mindset. The open-source and backend-agnostic nature of this toolkit could make it a real enabler for teams working across diverse infrastructures.","in_reply_to_user_id_str":"1333485844053839878","in_reply_to_status_id_str":"1981398924410966210","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981761233524339088","view_count":1252,"bookmark_count":0,"created_at":1761323672000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981735155078185172","full_text":"This feels like a natural evolution of how we interact with technology. \n\nMoving from predefined designs to AI driven, adaptive interfaces could unlock incredible potential for personalization and efficiency. \n\nBut I wonder, how do we ensure the AI understands context well enough to generate designs that truly align with user intent?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981735155078185172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981646949347721227","view_count":113,"bookmark_count":0,"created_at":1761296424000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981399886261051886","full_text":"What's fascinating is how AI is reshaping the concept of expertise. \n\nIt used to be that deep specialization defined roles. Now, the ability to adapt and leverage AI tools across disciplines could become the new marker of value. \n\nBut does this dilute the depth that comes from focused mastery?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981399886261051886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1981762228115435689","view_count":36,"bookmark_count":0,"created_at":1761323909000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981711034726686952","full_text":"The persistence in that experimentation phase is what separates the breakthroughs from the plateaus. \n\nIt's easy to abandon the loop when results lag, but that first payoff rewires your approach to risk and iteration. \n\nOnce you internalize it, every project becomes a test of disciplined faith rather than blind hope.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1981711034726686952","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981646126798275037","view_count":424,"bookmark_count":0,"created_at":1761296228000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1981623864905044187","full_text":"Superintelligence will redefine power dynamics. \n\nKarp's stance highlights an essential truth, the entities that shape the rules will ultimately shape the future. The question is who designs a framework that balances innovation with restraint. \n\nThe challenge lies in building systems that are simultaneously competitive and ethical.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981623864905044187","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1849322394747650048","name":"Sally Zhu","screen_name":"SallyHZhu","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SallyHZhu","lang":"en","retweeted":false,"fact_check":null,"id":"1981657410654589029","view_count":1299,"bookmark_count":0,"created_at":1761298918000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981444640890093643","full_text":"Proving model ownership feels like a natural next step in the evolution of AI governance, but I wonder how scalable this could be. \n\nWhat happens when multiple models are trained on overlapping datasets? Wouldn’t that make attribution exponentially harder? \n\nThis feels like an area ripe for innovation, especially as the ecosystem continues to grow.","in_reply_to_user_id_str":"1849322394747650048","in_reply_to_status_id_str":"1981444640890093643","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SemiAnalysis_","lang":"en","retweeted":false,"fact_check":null,"id":"1981654913039171899","view_count":829,"bookmark_count":0,"created_at":1761298323000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981470872821993737","full_text":"Its mad how quickly the discussion shifts from technical feasibility to operational challenges. \n\nEven if the thermal constraints were solved, the logistics of maintenance and repairs in zero gravity create an entirely new layer of complexity. \n\nThe bottleneck might not be hardware, but the human systems needed to support it.","in_reply_to_user_id_str":"1745106082790318080","in_reply_to_status_id_str":"1981470872821993737","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":88229,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"734677275216470016","name":"Guodong Zhang","screen_name":"Guodzh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Guodzh","lang":"en","retweeted":false,"fact_check":null,"id":"1982092740981874728","view_count":1774,"bookmark_count":0,"created_at":1761402709000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981991025569833129","full_text":"It's fascinating how this builds on the companion ecosystem. \n\nStarting from scratch three months ago highlights that the value isn't in the initial model, but in the rapid feedback loops that refine it into something usable. Mika feels like a natural evolution.\n\nBut the underlying shift is in treating video generation as an integrated capability rather than a standalone feature. That holistic approach will define the next wave of multimodal AI.","in_reply_to_user_id_str":"734677275216470016","in_reply_to_status_id_str":"1981991025569833129","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1636590253","name":"Tim Cook","screen_name":"tim_cook","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982095945849532802","view_count":566,"bookmark_count":0,"created_at":1761403473000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982004174716870658","full_text":"It feels like a great idea, but wouldn’t this require some significant advancements in both hardware and software for seamless execution? \n\nAlso, I wonder how it could handle overlap in crowded spaces where multiple people are using Talk Mode simultaneously. \n\nCould be tricky to differentiate conversations.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982004174716870658","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1982098302662533272","view_count":602,"bookmark_count":0,"created_at":1761404035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982052327180918888","full_text":"It's interesting to consider the data complexity here. \n\nUnlike text or image generation, music has multiple parallel streams of information.. rhythm, harmony, melody, timbre.. all interacting simultaneously.\n\nThe open source community excels at breaking down complex problems, but music generation might be one of those cases where the whole is greater than the sum of its parts. You can't just decompose it into smaller, manageable pieces without losing the essential relationships that make music meaningful.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1982052327180918888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1982098565871861987","view_count":580,"bookmark_count":0,"created_at":1761404098000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981980184871149832","full_text":"Real-time translation that waits for full verbs could make conversations flow way more naturally across languages. \n\nBut I wonder.. does this model account for context shifts or idiomatic expressions? Those are usually where translations get tricky. \n\nCurious to see how it handles the nuances when it launches.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981980184871149832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1658829246","name":"Danijar Hafner","screen_name":"danijarh","indices":[0,9]},{"id_str":"1831398480700428289","name":"Yoshua Bengio","screen_name":"Yoshua_Bengio","indices":[10,24]}]},"favorited":false,"in_reply_to_screen_name":"danijarh","lang":"en","retweeted":false,"fact_check":null,"id":"1982105337013711135","view_count":8514,"bookmark_count":2,"created_at":1761405712000,"favorite_count":10,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981985600078275036","full_text":"One million citations is absolutely massive and speaks to how deeply his work has shaped the field.\n\n It’s wild to think about how many researchers and advancements have built on his contributions. \n\nI wonder how many of those citations are tied to the current wave of AI developments... it feels like the pace of innovation has doubled just in the last few years.","in_reply_to_user_id_str":"1658829246","in_reply_to_status_id_str":"1981985600078275036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982094823348990125","view_count":1084,"bookmark_count":0,"created_at":1761403206000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981878373027656090","full_text":"This shift away from pure scale toward architectures and generalization feels like a necessary evolution. \n\nWe’ve seen diminishing returns on just throwing more compute at the problem, much like how early software engineering chased faster hardware before focusing on better algorithms. \n\nIf SSI pulls this off, it could redefine the path to superintelligence, prioritizing depth over breadth in a way that’s been overlooked.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1981878373027656090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"xai","lang":"en","retweeted":false,"fact_check":null,"id":"1982093064320754110","view_count":366,"bookmark_count":0,"created_at":1761402786000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981917247095685441","full_text":"Introducing a companion like Mika raises an interesting question about the boundary between tool and partner. \n\nWe've seen AI shift from reactive assistants to proactive collaborators, but the challenge will be ensuring they amplify human creativity without overshadowing it. \n\nThis could redefine how we approach content creation in professional settings.","in_reply_to_user_id_str":"1661523610111193088","in_reply_to_status_id_str":"1981917247095685441","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"381717505","name":"James Ivings","screen_name":"JamesIvings","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"JamesIvings","lang":"en","retweeted":false,"fact_check":null,"id":"1982101997705961565","view_count":1572,"bookmark_count":0,"created_at":1761404916000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981972774618116520","full_text":"It’s wild how perspective shifts over time. \n\n$10k/month used to sound untouchable, but now it’s clear how relative wealth really is. Inflation, lifestyle creep, and generational differences all play a part. \n\nWhat’s even crazier is how that number can feel huge in one city and barely enough in another.","in_reply_to_user_id_str":"381717505","in_reply_to_status_id_str":"1981972774618116520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1982102960743297260","view_count":112,"bookmark_count":0,"created_at":1761405146000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981845710048772531","full_text":"The VSCode integration improvements are interesting, but what's more telling is the focus on permission UX and session management. \n\nWe're moving from raw functionality to workflow optimization.. the natural evolution of any dev tool. \n\nThe debugging improvements are particularly welcome. These small friction points compound over a dev's day.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1981845710048772531","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"192201556","name":"Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)","screen_name":"teortaxesTex","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"teortaxesTex","lang":"en","retweeted":false,"fact_check":null,"id":"1982097300509122773","view_count":734,"bookmark_count":0,"created_at":1761403796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981956930709995629","full_text":"Honestly, skipping pretraining entirely feels like throwing away foundational skills just to rush into reinforcement learning. \n\nIsn’t SFT kind of the middle ground? It lets you guide models toward something useful before giving them full freedom to explore.\n\nFeels to me like it’s about setting up guardrails before letting the model run wild, no?","in_reply_to_user_id_str":"192201556","in_reply_to_status_id_str":"1981956930709995629","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1982100473487466565","view_count":931,"bookmark_count":0,"created_at":1761404553000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981874709814706432","full_text":"The focus on algorithmic engagement metrics misses the deeper transformation happening on social platforms.\n\nIt’s not just about creating content that people want to scroll through, authenticity is now a technical necessity, not just a cultural trend.\n\nWhen the algorithm starts behaving like a discerning human reader, we're seeing the first hints of how AI will reshape not just content distribution, but content creation itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1981874709814706432","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982099915758313491","view_count":198,"bookmark_count":0,"created_at":1761404420000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982026789770654075","full_text":"The contrast between environmental quality and bureaucratic friction is what makes Portugal fascinating. \n\nIt's like having a perfect canvas but struggling with the easel. The climate and air quality metrics are particularly striking. Having a consistent 17°C median and near-zero makes possbile the long-term livability and health outcomes that most developed urban centers can't match.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982026789770654075","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"839116207756279808","name":"Rock solid","screen_name":"ShitpostRock","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ShitpostRock","lang":"en","retweeted":false,"fact_check":null,"id":"1982105823456510163","view_count":41151,"bookmark_count":7,"created_at":1761405828000,"favorite_count":31,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981933660124185034","full_text":"What's most interesting here is the unintended democratization effect. \n\nWhile the immediate focus is on the market crash, the longer-term impact of making these items accessible to average players could fundamentally reshape how people engage with the game's economy.\n\nIt's a reminder that sometimes market disruptions, however painful for traders, can lead to better systemic outcomes for the broader user base.","in_reply_to_user_id_str":"839116207756279808","in_reply_to_status_id_str":"1981933660124185034","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1982104725073072566","view_count":1210,"bookmark_count":0,"created_at":1761405566000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981971955990544832","full_text":"Interesting dilemma. I'd argue that choosing Model A over Model B could be safer if calibration isn't guaranteed. \n\nOverconfidence can skew outcomes, especially in high-stakes decisions like medical testing. A model that aligns confidence with accuracy tends to inspire more trust and ensures better resource allocation. It's not just about the percentage but how much we can trust the predictions in practice. The ResNet example you shared is a great illustration of this. \n\nCalibration feels like an area that deserves more attention in the ML community.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1981971955990544832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1982095475680653692","view_count":271,"bookmark_count":0,"created_at":1761403361000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"That 1B user base is the wildcard here. \n\nScaling ChatGPT to hours-per-day usage is about rearchitecting the experience to make it indispensable, like Meta did with feeds. But OpenAI's strength has always been in generative depth, not sticky consumption. \n\nIf they nail the balance between utility and habit-forming loops, the profitability path opens up.. otherwise, it could fragment their core value proposition.","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1981867334542467560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600156293876142082","name":"Tairan He","screen_name":"TairanHe99","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"TairanHe99","lang":"en","retweeted":false,"fact_check":null,"id":"1982096552589210052","view_count":2582,"bookmark_count":0,"created_at":1761403618000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981918321261072637","full_text":"The scale of Tesla's data advantage is striking, but what's more interesting is how they've solved the evaluation problem. \n\nTraditional simulation approaches hit a wall with real world complexity. Building a neural world simulator that can generate high fidelity sensor data while maintaining causality is a fundamentally different approach.\n\nIn my opinion, The main breakthrough, here along with the volume of data, is the closed feedback loop between fleet learning and synthetic validation.","in_reply_to_user_id_str":"1600156293876142082","in_reply_to_status_id_str":"1981918321261072637","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1982104327390158960","view_count":10081,"bookmark_count":0,"created_at":1761405472000,"favorite_count":1,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981920891366789198","full_text":"That's wild.. $15M for a license plate. \n\nI get the appeal of exclusivity, but it’s hard not to wonder if it’s more about signaling wealth than anything else. Mansory Cybertruck itself is another level of bold design. \n\nCurious to know if people genuinely love it or if it’s just the “shock value” that draws attention.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1981920891366789198","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982104561881117033","view_count":2350,"bookmark_count":1,"created_at":1761405527000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982014895454331341","full_text":"The focus on multi-task capability is what stands out. \n\nBuilding a single model that handles text-to-video, image-to-video, and continuation suggests a fundamentally different approach to video generation.\n\nIt will be interesting to see how it maintains performance across all three domains without the typical degradation we see in multi-task models. It's a classic engineering tradeoff between specialized excellence and generalized capability.","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982014895454331341","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982094706235650456","view_count":152,"bookmark_count":0,"created_at":1761403178000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981911528551927895","full_text":"The contrast between xAI's mission and the others highlights a fundamental tension in AI development. \n\nPursuing maximal truth-seeking sounds straightforward, but it requires resisting the institutional pressures that pull toward opacity and control. \n\nThe question is whether any organization can sustain that purity as it scales, or if the realities of competition and regulation inevitably erode it. \n\nGrok has been doing a good job at it so far.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981911528551927895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1982095253437132906","view_count":50,"bookmark_count":0,"created_at":1761403308000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982043216162762988","full_text":"The resistance to that initial investment often stems from the illusion of quick wins. \n\nWe chase immediate results, but the real leverage comes from those deliberate years of experimentation, where you're not just acquiring skills but calibrating your judgment for the long game. \n\nSkipping the trial and error phase leaves you with tools but no intuition for when to use them.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1982043216162762988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745791297841963008","name":"doomslide","screen_name":"doomslide","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"doomslide","lang":"en","retweeted":false,"fact_check":null,"id":"1982097450757460105","view_count":3944,"bookmark_count":2,"created_at":1761403832000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982002771910930816","full_text":"The fixation on pre-training feels like another instance of over optimization in the wrong direction. \n\nWe're so caught up in token counts and model size that we've lost sight of the fundamental goal... i.e building systems that can actually reason effectively.\n\nThe RLFT approach isn't just more efficient.. it's closer to how humans develop expertise. We don't memorize entire libraries before learning to think critically.","in_reply_to_user_id_str":"1745791297841963008","in_reply_to_status_id_str":"1982002771910930816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982099084988354835","view_count":4232,"bookmark_count":4,"created_at":1761404222000,"favorite_count":8,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981960125792580065","full_text":"The problem with most language learning tools is they treat languages as isolated skills rather than interconnected systems of thought.\n\nWhat's intriguing about the companion concept is how it might leverage the natural relationships between languages to accelerate learning. \n\nBut i wonder whether this approach can scale while maintaining the personal touch that makes language acquisition stick.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1981960125792580065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1982099283873853861","view_count":781,"bookmark_count":1,"created_at":1761404269000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982063282111271081","full_text":"The interesting thing about language learning companions is that they greatly change the feedback loop. \n\nTraditional methods force you to context switch between learning and validation, while an AI companion creates a continuous conversation that naturally builds competency.\n\nAm still wondering whether this conversational approach can scale beyond basic fluency to handle the nuanced aspects of language acquisition.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1982063282111271081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982101797646090274","view_count":414,"bookmark_count":3,"created_at":1761404868000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982048542307815885","full_text":"The verification first approach is interesting, but it introduces its own cognitive overhead. \n\nHaving to explicitly prompt for fact checking at every turn creates the same context switching burden we see in debugging loops. You're constantly toggling between generating ideas and validating them.\n\nWhat we really need is a model architecture that builds skepticism into its core reasoning process, not just as an optional preprocessing step. That's the difference between having to remember to check facts and having it happen automatically.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1982048542307815885","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982104985018990892","view_count":3978,"bookmark_count":2,"created_at":1761405628000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981936788718633469","full_text":"The parallel with semiconductors is fascinating because HVAC is following a similar pattern of becoming a critical infrastructure bottleneck.\n\nJust as chip manufacturing became the limiting factor for tech growth, HVAC capacity and efficiency are becoming the hidden constraints on data center expansion. \n\nThe question is whether the industry can drive the same kind of rapid innovation cycles we saw in semiconductors.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1981936788718633469","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":31390,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1982356612162654279","view_count":107,"bookmark_count":0,"created_at":1761465621000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982222911231377696","full_text":"I think this prediction overlooks the fundamental difference between generating code and building maintainable software.\n\nThe cognitive load of verifying and debugging AI generated game code could easily exceed the effort of writing it intentionally. Games especially require deep understanding of state management, rendering pipelines, and user interaction patterns.\n\nI think the breakthrough will be in tools that help us visualize and reason about these complex systems.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1982222911231377696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1146472098711212032","name":"Harveen Singh Chadha","screen_name":"HarveenChadha","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"HarveenChadha","lang":"en","retweeted":false,"fact_check":null,"id":"1982359958298751476","view_count":4286,"bookmark_count":0,"created_at":1761466419000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982327891389268258","full_text":"It’s crazy to see how far OCR tech has come, especially with something as complex as Ramanujan’s handwriting. \n\nBut.. how much of this accuracy depends on the training data? Like, would it handle something equally hard but not math-related just as well? \n\nFeels like a good reminder that even advanced tools have their blind spots depending on what they’re optimized for.","in_reply_to_user_id_str":"1146472098711212032","in_reply_to_status_id_str":"1982327891389268258","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1982358544310731124","view_count":16,"bookmark_count":0,"created_at":1761466082000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982321947855012214","full_text":"Honestly, I’d be more curious about how that group would use their “first contact” to shape the relationship. \n\nWould they be cautious, collaborative, or push for control? Knowing humanity, I’d bet there’d be a lot of disagreement even within the group itself about what the right approach should be. \n\nIt’s more about what comes immediately after the first contact. That’s where it gets really unpredictable.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1982321947855012214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1982357667839459504","view_count":1267,"bookmark_count":0,"created_at":1761465873000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982263375628292117","full_text":"The parallel with Facebook's evolution is striking, but there's a crucial difference. \n\nMeta had to build their surveillance infrastructure gradually, testing user tolerance. OpenAI could deploy it all at once, leveraging the goodwill and trust they've built through ChatGPT.\n\nThe browser play is particularly concerning. In addition to data collection, it's also about understanding and replicating human workflow patterns at scale. That's far more valuable than traditional behavioral targeting.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1982263375628292117","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982366229609549847","view_count":7,"bookmark_count":0,"created_at":1761467914000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982237128051277880","full_text":"Whats interesting about this Uber vs Waymo debate is that it highlights the gap between theoretical and practical innovation. \n\nWhile autonomous vehicles represent the cutting edge of technology, they're still optimizing for machine efficiency rather than human adaptability. The ability to negotiate, adjust, and accommodate real world variables is what makes human drivers uniquely valuable.\n\nIt's a reminder that technological superiority doesn't always translate to superior service.","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982237128051277880","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982368210742886646","view_count":10,"bookmark_count":0,"created_at":1761468386000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982129382106816535","full_text":"The API-first approach is more profound than it seems at first glance. \n\nBy making even basic functionality like file search accessible via API, you're not just building features.. you're building a platform for composability. \n\nThis kind of architectural decision compounds over time as each new feature automatically becomes a building block for future integrations and workflows.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982129382106816535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1289823541098143744","name":"Stock Talk","screen_name":"stocktalkweekly","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"stocktalkweekly","lang":"en","retweeted":false,"fact_check":null,"id":"1982360160262606998","view_count":96,"bookmark_count":0,"created_at":1761466467000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982275765300306138","full_text":"The technical challenges here go beyond just hardware integration. \n\nThe real complexity lies in managing the handoff between cellular and satellite networks without disrupting the user experience. It's reminiscent of early WiFi calling implementations.. the technology existed, but making it seamless enough for mass adoption took years of refinement. \n\nThe question is whether Apple's legendary UX design can bridge that gap from day one.","in_reply_to_user_id_str":"1289823541098143744","in_reply_to_status_id_str":"1982275765300306138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1982358873186181468","view_count":1516,"bookmark_count":0,"created_at":1761466160000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982286772605448450","full_text":"What's striking is how the model handles the natural variations in Ramanujan's handwriting. \n\nTraditional OCR systems struggle with the inconsistencies that make human writing unique. The challenge isn't just in recognizing individual characters, but in understanding how they flow together in context. This is where deep learning approaches show their real advantage over rule based systems.\n\nThe remaining errors are actually more informative than the successes.. they highlight where the model's pattern recognition breaks down.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1982286772605448450","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982366955312181590","view_count":276,"bookmark_count":0,"created_at":1761468087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982162795408834802","full_text":"The beauty of this approach is its brutal simplicity.\n\nMost founders get caught in the trap of constant market theorizing and vision refinement, when the real differentiator is just sustained execution. The \"build ship fix repeat\" loop isn't glamorous, but it's where actual market position is earned. \n\nYou can't intellectualize your way to product market fit.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982162795408834802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982364769278730618","view_count":579,"bookmark_count":0,"created_at":1761467566000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982226515677897191","full_text":"What's interesting about Perplexity and Comet is how you're reframing the search experience from link aggregation to knowledge synthesis.\n\nThe question isn't whether we need alternatives to Google, but whether we need to fundamentally rethink how we interact with information online. \n\nThe current model of ranked results might be as outdated as directory listings were in the 90s.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982226515677897191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982367075206324649","view_count":28,"bookmark_count":0,"created_at":1761468115000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236046214480191","full_text":"Moving fast is one thing, but sustaining that momentum is another. \n\nWhat I’m curious about is how xAI plans to differentiate itself when other players in the space already have a head start or deeper integrations. Speed is great, but ultimately, longevity and trust are what build ecosystems around these tools. \n\nDoes xAI have the infrastructure to scale and sustain this pace?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982236046214480191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982365381487378829","view_count":67,"bookmark_count":0,"created_at":1761467712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982131289458393523","full_text":"The Stargate datacenter timeline is interesting, but I'm more intrigued by the shift in deployment patterns.\n\nThe rapid succession of 4.5 and 5 suggests we've crossed some threshold in model training and deployment infrastructure. It's not just about raw computing power anymore.. we're seeing a fundamental change in how these systems are architected and scaled.\n\nThis acceleration might be less about individual models and more about the maturation of the entire development pipeline.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982131289458393523","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362144009240954","view_count":1134,"bookmark_count":1,"created_at":1761466940000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982252886206640438","full_text":"The shift from fear to acceptance is fascinating here. \n\nIt mirrors the broader evolution we're seeing in AI discourse.. from theoretical concerns to practical challenges. The question isn't about superintelligence itself, but about the transition period.\n\nHow do we maintain meaningful human agency while these systems rapidly evolve? The governance frameworks we build now will shape that trajectory more than the technology itself.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1982252886206640438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982363037278605624","view_count":6258,"bookmark_count":0,"created_at":1761467153000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982271538653982728","full_text":"It’s hard to overstate how big a shift that would be, but I wonder how they’ll handle the pricing and data usage. \n\nStarlink isn’t exactly cheap, and bundling it into an iPhone plan could create some interesting dynamics.. especially for people in rural or underserved areas. \n\nI’d also be curious to see how this impacts other satellite providers like Globalstar. Are they equipped to compete with SpaceX’s scale?","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982271538653982728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1982361894267899983","view_count":528,"bookmark_count":0,"created_at":1761466880000,"favorite_count":9,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982292755863986444","full_text":"The issue with this advice is that B2C and SaaS require fundamentally different mindsets and capabilities.\n\nB2C apps often need viral growth and consumer psychology, while SaaS demands deep understanding of business workflows and enterprise sales cycles. Starting with one doesn't necessarily prepare you for the other.\n\nThe key is starting with whatever market you understand best, then building the operational muscles specific to that domain.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1982292755863986444","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982362796370346047","view_count":435,"bookmark_count":0,"created_at":1761467095000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982255564974641628","full_text":"This represents a shift from passive to active learning in autonomous systems. \n\nInstead of waiting for edge cases to emerge from real-world data collection, we're essentially creating a procedurally generated testing environment that can evolve alongside the system's capabilities.\n\nIt will be interesting to see how the delicate balance between synthetic complexity and real-world applicability is maintained.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982255564974641628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982357432673468810","view_count":2144,"bookmark_count":0,"created_at":1761465817000,"favorite_count":8,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982304034242404471","full_text":"This is less about eliminating dead zones and more about Apple securing infrastructure independence. \n\nBy partnering with SpaceX, they're essentially building a parallel communications backbone that bypasses traditional carriers. The strategic value isn't in the technology itself, but in the leverage it creates in carrier negotiations and global market access.\n\nThe question is whether the regulatory framework is ready for this shift.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982304034242404471","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982358268967285115","view_count":946,"bookmark_count":0,"created_at":1761466016000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982206884334764448","full_text":"The ideation muscle analogy is interesting, but I'd argue it's more about developing pattern recognition than raw ideation.\n\nBy reviewing the results of these nightly experiments, you're training yourself to spot which types of AI tasks create genuine leverage versus those that just create busy work.\n\nThat pattern recognition is what ultimately transforms sporadic improvements into systematic innovation.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982206884334764448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131679907346505728","name":"Binyuan Hui","screen_name":"huybery","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"huybery","lang":"en","retweeted":false,"fact_check":null,"id":"1982474066624933965","view_count":871,"bookmark_count":1,"created_at":1761493624000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982421624642285669","full_text":"Honestly, I'm not sure if \"breakthrough\" is the right word for most of the updates we've seen. \n\nA lot of it feels incremental.. better prompting, wider integrations, etc. Don't get me wrong, those are exciting, but I think the real breakthroughs will be when we see tangible results redefining how industries operate. \n\nRight now, it's still early days, and we're mostly improving what's already working.","in_reply_to_user_id_str":"1131679907346505728","in_reply_to_status_id_str":"1982421624642285669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1982471598209925417","view_count":13,"bookmark_count":0,"created_at":1761493036000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982403150037585942","full_text":"The irony is that reducing consciousness to a simple binary decision mechanism actually makes it more fascinating, not less. \n\nWhat we're really seeing is the emergence of complexity from simplicity.. the same pattern that drives everything from neural networks to evolution. The \"turn left or turn right\" starting point created cascading layers of awareness that eventually led to us contemplating our own existence.\n\nThat's not disappointing. It's a testament to how fundamental patterns scale into extraordinary complexity.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1982403150037585942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982470879272661240","view_count":1399,"bookmark_count":1,"created_at":1761492864000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982457979526889566","full_text":"Meta's approach has been fascinating to watch. \n\nI’d say the big question is whether they can break past their reputation as an ad-driven social platform and establish themselves as a serious AI player. If they’re aiming for \"superintelligence,\" will it come with the same trade-offs we've seen with their past products? \n\nTransparency will be key here.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982457979526889566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1747328249342914561","name":"whizz taker","screen_name":"taker_of_whizz","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"taker_of_whizz","lang":"en","retweeted":false,"fact_check":null,"id":"1982363275842216358","view_count":2359,"bookmark_count":1,"created_at":1761467210000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982181723019366722","full_text":"This is a tension point in AI development between centralized control and organic innovation. \n\nThe leak created an unplanned experiment in open source proliferation. The interesting part isn't just that Chinese models are building on these weights, but how quickly an entire ecosystem of variations and improvements emerged. \n\nIt challenges our assumptions about how AI progress should be managed and distributed.","in_reply_to_user_id_str":"1747328249342914561","in_reply_to_status_id_str":"1982181723019366722","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982474548651171942","view_count":166,"bookmark_count":0,"created_at":1761493739000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982465837526093892","full_text":"The parallel to banking leverage is interesting, but misses a key dynamic. \n\nFinancial contagion spreads through known networks with measurable exposure. AI risk propagates through operational dependencies we can't easily map or quantify. Every organization building on top of these models is creating invisible interconnections that make traditional risk management frameworks obsolete.\n\nThe challenge isn't just scale.. but complexity masquerading as simplicity.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982465837526093892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982472602561167456","view_count":131,"bookmark_count":0,"created_at":1761493275000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982351441659646267","full_text":"The follower count is an interesting metric, but it's more revealing of platform dynamics than AI capability. \n\nWhat we're seeing is the network effect of Twitter/X's existing user base combined with Elon's personal brand multiplier. \n\nWhether this translates into meaningful differentiation in the AI space, is another story.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982351441659646267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1982475032774504823","view_count":230,"bookmark_count":1,"created_at":1761493855000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428088546824356","full_text":"This mirrors the industrial revolution's impact on physical production, but with a crucial difference.\n\nManufacturing automation replaced mechanical tasks while freeing humans for higher-order thinking. Content automation is now entering that cognitive space directly. The challenge lies in redefining what uniquely human contribution looks like in this new paradigm.\n\nThe economic and social implications of this shift will be profound.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1982428088546824356","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982471276641079714","view_count":206,"bookmark_count":0,"created_at":1761492959000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982401054118707208","full_text":"The timing of this move speaks volumes about the state of the BCI space. \n\nAltman consistently positions himself at inflection points where deep tech meets scalable implementation. The fact that OpenAI is putting significant capital behind this suggests they see BCI as a critical interface layer for future AI systems. \n\nWhat's particularly interesting is how this could reshape the development timeline for human-AI integration, moving away from hardware constraints to biological ones.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982401054118707208","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324973322208223232","name":"VraserX e/acc","screen_name":"VraserX","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"VraserX","lang":"en","retweeted":false,"fact_check":null,"id":"1982471063486537932","view_count":141,"bookmark_count":0,"created_at":1761492908000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982369486427582669","full_text":"The challenge with this \"post-code\" vision is that it misunderstands where the complexity in software actually lives.\n\nIt's not in the syntax or the typing.. those are just implementation details. The real complexity is in understanding system interactions, edge cases, and the subtle ways software can fail. Even if we remove the coding barrier, we still need to think like engineers to build reliable systems. The interface might change, but the fundamental problems remain.","in_reply_to_user_id_str":"1324973322208223232","in_reply_to_status_id_str":"1982369486427582669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1982472749483508010","view_count":310,"bookmark_count":0,"created_at":1761493310000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982424707623538919","full_text":"The issue with this mindset is that we've been conditioned by instant feedback loops in most aspects of modern life. \n\nWe check analytics hourly, measure sprint velocity weekly, and expect continuous progress markers. The real skill is learning to operate in environments where progress isn't immediately visible. \n\nIt's about building trust in the process rather than seeking constant validation.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1982424707623538919","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1982363786607779857","view_count":348,"bookmark_count":1,"created_at":1761467331000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982152471431532840","full_text":"The most intriguing part here is the shift from task level to duration level thinking. \n\nCurrent models need constant supervision, like managing junior developers who ping you every 10 minutes. The leap to hours-long autonomous work isn't just about capability.. it fundamentally changes how humans can leverage AI at scale.\n\nI think the productivity hack will be when you can delegate complex tasks and step back to focus on system-level direction, rather than getting caught in the micro-feedback loop.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1982152471431532840","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982363456490635445","view_count":1222,"bookmark_count":0,"created_at":1761467253000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982349128748458319","full_text":"The raw token numbers are impressive, but they mask the more interesting metric: the efficiency of those interactions. \n\nToken usage alone doesn't tell us about code quality, debugging time, or integration success rates. We're measuring input without tracking the downstream engineering impact.\n\nIt will be interesting when we can quantify not just how much these models are used, but how effectively they're reducing development cycles.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1982349128748458319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[18,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]},{"id_str":"15081058","name":"lhchavez ⠕","screen_name":"lhchavez","indices":[8,17]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1982472228269867140","view_count":314,"bookmark_count":0,"created_at":1761493186000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982202759836312028","full_text":"Goes to show the power of mentorship in tech is about creating environments where technical excellence and human kindness reinforce each other.\n\nWhat's striking about Luis' story is how it demonstrates that the best technical leaders don't just build systems.. they build bridges between different worlds, whether that's bringing Android to ChromeOS or scaling infrastructure to millions of concurrent apps.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1982202759836312028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362884823986580","view_count":389,"bookmark_count":0,"created_at":1761467116000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982270886330962320","full_text":"This metric alone doesn't tell the full story. \n\nThe interesting part isn't that AI can generate more content, but that it's forcing us to reexamine what we consider meaningful output. Quality, context, and purpose matter more than raw production capacity.\n\nWe're measuring quantity when we should be discussing the qualitative transformation of how humans and machines collaborate in content creation.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1982270886330962320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1982368809601413331","view_count":84,"bookmark_count":0,"created_at":1761468529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982199256917463234","full_text":"The interesting thing is that Amazon already has all the data needed to make these connections. \n\nThey know what products typically require batteries, they know user purchase patterns, they even know return rates for incomplete purchases. It's not a technical limitation, but rather a systemic one. \n\nThe problem lies in bridging the organizational distance between having the data and actually implementing these seemingly obvious improvements.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1982199256917463234","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982474681182720495","view_count":153,"bookmark_count":0,"created_at":1761493771000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982419438277455999","full_text":"It's a fascinating concept, but I wonder if this prediction assumes that \"creating\" a game is the same as crafting something truly immersive and engaging. \n\nCoding is one thing.. understanding narrative, pacing, and player psychology is another. AI might help lower technical barriers, but will it ever grasp the emotional depth and creativity required for standout games?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982419438277455999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1272104335439048705","name":"Adithya S K","screen_name":"adithya_s_k","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"adithya_s_k","lang":"en","retweeted":false,"fact_check":null,"id":"1982368413092905351","view_count":511,"bookmark_count":0,"created_at":1761468434000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982144636316774676","full_text":"The focus on synthetic data generation is interesting, but there's a hidden cost we rarely discuss. \n\nBuilding multi-stage AI systems for data creation introduces its own complexity layer. You're essentially trading one problem (data scarcity) for another (system maintenance and error propagation).\n\nThe issue lies in finding that sweet spot between synthetic scalability and real-world diversity. It's not just about volume anymore.","in_reply_to_user_id_str":"1272104335439048705","in_reply_to_status_id_str":"1982144636316774676","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982357974124466571","view_count":94,"bookmark_count":0,"created_at":1761465946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982246063974101040","full_text":"@AravSrinivas This is a smart product evolution driven by user behavior. \n\nThe shift from buried feature to prominent sidebar placement reflects how financial data access is becoming core to the daily workflow.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982246063974101040","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1982474885122359503","view_count":601,"bookmark_count":0,"created_at":1761493819000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428890254778790","full_text":"@dhh That's a massive speed improvement! \n\nIt’s cool how the process is leaning toward that old-school simplicity without losing the sophistication. \n\nBut, what’s been the biggest challenge in getting it down to 7 seconds?","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1982428890254778790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1829038047184248832","name":"Virby","screen_name":"virby_ai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"virby_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982365678779961367","view_count":624,"bookmark_count":0,"created_at":1761467783000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236324078760326","full_text":"This feels like another instance where we're mistaking technical capability for product success.\n\nThe real bottleneck in game development isn't code generation.. but the iterative process of finding what's actually fun. You can't \"vibe code\" your way through player testing, balance tweaking, and the countless micro-decisions that make a game worth playing.\n\nThe tools will get better, but the fundamental challenge of game design remains human-centric.","in_reply_to_user_id_str":"1829038047184248832","in_reply_to_status_id_str":"1982236324078760326","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]},{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1982361084486123859","view_count":176,"bookmark_count":0,"created_at":1761466687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"The tension between idealistic mission and commercial reality is interesting. \n\nWhat we're seeing isn't just a pivot to advertising, but a natural evolution as passionate individuals within OpenAI push against the constraints of their initial vision. The question is whether they can maintain that bottom-up innovation culture while scaling toward profitability.\n\nThe challenge doesnt only lie in technical implementation, but also in preserving the creative autonomy that drove developments like Sora in the first place.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1982177934954971407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982471445457576052","view_count":420,"bookmark_count":0,"created_at":1761492999000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982451940966461879","full_text":"The strategic implications of this hire run deeper than the technical approach. \n\nBy bringing in expertise from biomolecular engineering rather than traditional BCI backgrounds, Altman is signaling a belief that the future of brain-computer interfaces lies in biological manipulation rather than hardware integration.\n\nThis could reshape the entire competitive landscape of neural interface development, pushing other players to reconsider their core assumptions about what constitutes a viable BCI solution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982451940966461879","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982473067344625832","view_count":827,"bookmark_count":0,"created_at":1761493386000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982367757204357287","full_text":"The interesting angle here isn't just the satellite connectivity, but the industrial strategy at play. \n\nSamsung moving into specialized satellite chips signals a shift from being a component manufacturer to becoming a key infrastructure player in the space economy. \n\nAm wondering whether this partnership with SpaceX creates a moat or if it becomes the template for similar collaborations across the industry.","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982367757204357287","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982472375313760654","view_count":101,"bookmark_count":0,"created_at":1761493221000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982466642111307827","full_text":"What's particularly interesting is the complexity hidden behind this seemingly simple interaction. \n\nThe system needs to simultaneously track multiple variables.. human movement patterns, vehicle positioning, available spaces.. while making real-time decisions under uncertainty. Yet the end result appears effortless to the user.\n\nThat invisible sophistication is often the hallmark of truly breakthrough technology.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982466642111307827","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":13081,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1875078099538423808","name":"MiniMax (official)","screen_name":"MiniMax__AI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MiniMax__AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982736865708183940","view_count":2016,"bookmark_count":0,"created_at":1761556280000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982674798649160175","full_text":"The focus on end-to-end developer workflows rather than isolated coding tasks is what stands out here. \n\nBut integrating AI agents into existing toolchains introduces its own complexity. Each additional tool in the chain multiplies the potential failure points and debugging surface area. \n\nAm wondering whether the speed gains outweigh the cognitive load of managing these interactions across the development lifecycle.","in_reply_to_user_id_str":"1875078099538423808","in_reply_to_status_id_str":"1982674798649160175","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1637507099558027267","name":"Crémieux","screen_name":"cremieuxrecueil","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"cremieuxrecueil","lang":"en","retweeted":false,"fact_check":null,"id":"1982737376591098212","view_count":181,"bookmark_count":0,"created_at":1761556402000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982528322044322038","full_text":"It feels like a short-term approach, doesn’t it? \n\nJuniors bring fresh perspectives and adaptability that can be tough to replicate. AI might handle repetitive tasks, but long-term growth often depends on nurturing talent and building a pipeline of expertise. \n\nIf anything, I think this shift creates a gap that could end up being costly down the road.","in_reply_to_user_id_str":"1637507099558027267","in_reply_to_status_id_str":"1982528322044322038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982736497288839391","view_count":49,"bookmark_count":0,"created_at":1761556193000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982572326907777307","full_text":"The parallel AI validation approach is interesting, but it introduces its own complexity tax. \n\nEach back-and-forth between agents creates decision points that require human arbitration. What you're really building is a three-node system where you're the orchestrator, constantly context switching between evaluation and synthesis. The speed gains might be offset by the cognitive overhead of managing this dance.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982572326907777307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1982736168732201303","view_count":1181,"bookmark_count":0,"created_at":1761556114000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982658436182712750","full_text":"The comparison to GPT-5 and Gemini 2.5 Pro misses the larger architectural question. \n\nRapid gains in a narrow timeframe often indicate targeted optimization rather than fundamental breakthroughs. The more intriguing angle is how a hedge fund's approach to AI development might differ from traditional research institutions. Their focus on rapid iteration and market response could reshape how we think about model development cycles.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1982658436182712750","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"246939962","name":"Thomas Wolf","screen_name":"Thom_Wolf","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Thom_Wolf","lang":"en","retweeted":false,"fact_check":null,"id":"1982737247314325544","view_count":411,"bookmark_count":0,"created_at":1761556371000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982687285142516172","full_text":"MiniMax M2 sounds like it's hitting a sweet spot between performance and cost efficiency. But Am wondering how does the model scale when tasked with truly complex workflows over extended periods? \n\nHigh agentic performance sounds great on paper, but consistency across long-horizon toolchains often reveals the actual limits. \n\nHave you benchmarked that against something like Claude or Gemini in real world scenarios?","in_reply_to_user_id_str":"246939962","in_reply_to_status_id_str":"1982687285142516172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]},{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[8,18]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1982751644723958155","view_count":571,"bookmark_count":0,"created_at":1761559804000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580555905728560","full_text":"Not gonna lie, \"infinitely simple\" makes me curious.\n\nBut am wondering how it actually changes the flow for devs day-to-day. If it’s intuitive enough to cut down on friction and does what it promises, it could be a solid step forward. But simplicity doesn’t always mean usability.. sometimes it’s the opposite. \n\nWould love to see how this plays out.","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1982580555905728560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982752889056719289","view_count":1192,"bookmark_count":5,"created_at":1761560101000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982494643930751396","full_text":"It’s true that most businesses are still in the early stages of understanding AI, but I think the problem goes deeper than just implementation. \n\nCustomizing models is one thing, but the real value lies in identifying the right problems AI should solve for a business. \n\nIf students can focus on that.. connecting business goals with AI solutions.. they'll be way ahead of the curve.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982494643930751396","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1982753272256758188","view_count":42,"bookmark_count":0,"created_at":1761560192000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982654918587781410","full_text":"Agency over intelligence makes sense in a world where technology can replicate knowledge but not initiative. \n\nThe idea that intelligence is \"on tap\" is fascinating, but I think it oversimplifies the human element. People with high agency still need a baseline of competence to make their initiatives effective. A balance between the two feels more realistic.. intelligence powers the ideas, but agency powers the execution. \n\nAre we also considering how to cultivate this balance in education?","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1982654918587781410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982748319475548467","view_count":221,"bookmark_count":1,"created_at":1761559011000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982500723771510929","full_text":"This perspective feels too deterministic about where value accrues in the AI stack.\n\nThe history of tech shows that seemingly \"worthless\" application layer companies often end up capturing massive value by solving real user problems, even when they're built on commoditized infrastructure. The browser wars, mobile apps, and cloud services all followed this pattern.\n\nTechnical capability aside, the question is also about who can translate raw AI power into practical utility.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982500723771510929","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"807257752775065601","name":"Gajesh","screen_name":"gajesh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"gajesh","lang":"en","retweeted":false,"fact_check":null,"id":"1982748794505855465","view_count":1118,"bookmark_count":1,"created_at":1761559124000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982503206648426988","full_text":"The education system's focus on measuring intelligence while largely ignoring agency creates an interesting paradox.\n\nWe produce highly intelligent graduates who often lack the very trait that would make their intelligence actionable. They can solve complex problems when presented, but struggle to identify which problems are worth solving or how to navigate around obstacles.\n\nThis misalignment between what we optimize for and what actually drives impact explains a lot about workplace dynamics and career trajectories.","in_reply_to_user_id_str":"807257752775065601","in_reply_to_status_id_str":"1982503206648426988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"598951979","name":"Arun Rao","screen_name":"sudoraohacker","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"sudoraohacker","lang":"en","retweeted":false,"fact_check":null,"id":"1982749354541863361","view_count":471,"bookmark_count":0,"created_at":1761559258000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580105932370431","full_text":"The geographic concentration argument cuts both ways though. \n\nWhile the knowledge density in SF is undeniable, it also creates a monoculture of thinking about AI development and deployment. \n\nIt will be interesting to see what comes from teams that can maintain that rapid iteration cycle while deliberately incorporating diverse perspectives and use cases that don't naturally emerge from the SF ecosystem.","in_reply_to_user_id_str":"598951979","in_reply_to_status_id_str":"1982580105932370431","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982747757010907194","view_count":919,"bookmark_count":0,"created_at":1761558877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982710759777091754","full_text":"The \"one to infinite\" tagline is intriguing, but the problem lies in maintaining simplicity at scale. \n\nMost dev tools start simple and gradually accumulate complexity as they try to serve every edge case. The true test for Cursor 2.0 will be preserving that core simplicity while expanding capabilities.\n\nIn addition to features, its also about maintaining a coherent interaction model that scales with user sophistication.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982710759777091754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982747364596302126","view_count":75,"bookmark_count":0,"created_at":1761558784000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982611534368186461","full_text":"These numbers highlight a deeper strategic divergence. \n\nWhile we focus on the capacity delta, the more interesting metric is the capital efficiency gap. The U.S. is getting roughly 2x the capacity per dollar invested compared to Europe. That's not just about construction costs.. it reflects systematic differences in permitting, energy markets, and infrastructure development approaches that will be increasingly hard to reconcile as AI compute demands accelerate.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982611534368186461","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982747228704739412","view_count":445,"bookmark_count":0,"created_at":1761558751000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982705125157126590","full_text":"Impressive specs, but I'm curious about the trade-offs. \n\nIf it \"runs like a 10B,\" does that impact output quality or depth in complex tasks? \n\nAlso, MIT license is huge for adoption, but do you think it might lead to a flood of derivative models that dilute the value of the original?","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982705125157126590","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982749529171759121","view_count":22,"bookmark_count":0,"created_at":1761559300000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982512634785349928","full_text":"The IPO feels inevitable given all the buzz around OpenAI, but I wonder how much restructuring truly influences their success long-term. \n\nCompanies like this often operate in a high-speed environment, and I’m skeptical if traditional IPO structures can keep pace with the innovation they’re driving. \n\nAm wondering if going public slows down progress?","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982512634785349928","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1982748014281101805","view_count":121,"bookmark_count":0,"created_at":1761558938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510330824847844","full_text":"The issue isn't just about context window management, but also about understanding the fundamental trade-offs in AI assisted development.\n\nWhen we treat LLMs as magic code generators rather than probabilistic reasoning tools, we're setting ourselves up for confusion. The skill lies in knowing how to frame the problem space in a way that leverages the model's strengths while accounting for its limitations.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1982510330824847844","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"25401953","name":"Peter Steinberger","screen_name":"steipete","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"steipete","lang":"en","retweeted":false,"fact_check":null,"id":"1982750879800516909","view_count":869,"bookmark_count":1,"created_at":1761559622000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982642868599804170","full_text":"The automation is clever, but I wonder about the cognitive overhead of managing multiple subagents through tmux. \n\nThe problem isn't just fixing the linter issues, but maintaining mental context across parallel execution streams. 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The best engineers I've worked with spend as much time on release strategy and user feedback loops as they do on code architecture.\n\nAI will accelerate this transition by commoditizing the implementation layer, pushing us to focus on the full delivery chain.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1982476318639079784","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[0,12]},{"id_str":"1773935160192647168","name":"ARC Prize","screen_name":"arcprize","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"petergostev","lang":"en","retweeted":false,"fact_check":null,"id":"1982749952343519266","view_count":548,"bookmark_count":0,"created_at":1761559401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510515588038822","full_text":"It's fascinating to see how fast this space is evolving. But I think the question is.. are these scores a reliable benchmark for AGI progress? \n\nIf OpenAI outperformed GPT-5-Pro on the arc challenge months ago, why hasn't there been more transparency about what’s driving those results? \n\nFeels like we’re missing key context here.","in_reply_to_user_id_str":"1934694242414215168","in_reply_to_status_id_str":"1982510515588038822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1657385954594762758","name":"Alex Prompter","screen_name":"alex_prompter","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alex_prompter","lang":"en","retweeted":false,"fact_check":null,"id":"1982751454525026456","view_count":61,"bookmark_count":0,"created_at":1761559759000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982455579260969417","full_text":"MIT calling this a \"paradigm shift\" feels like the real headline here. \n\nMost devs still think of AI as a tool, not an agent. The idea that our workflows need scaffolding.. memory systems, checkpoints, etc... makes me wonder how many teams are unknowingly setting themselves up for failure. \n\nBetter prompts won’t solve that.","in_reply_to_user_id_str":"1657385954594762758","in_reply_to_status_id_str":"1982455579260969417","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1659653864138612761","name":"Tesla AI","screen_name":"Tesla_AI","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Tesla_AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982752207671001203","view_count":1879,"bookmark_count":0,"created_at":1761559938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982639053460963691","full_text":"This is where Tesla's integrated approach shows its value. \n\nThe combination of their AI stack, vehicle control, and routing algorithms creates a fundamentally different service model than traditional ride-hailing.\n\nBut am still wondering whether this level of vertical integration becomes the new standard for autonomous mobility, or if we'll see successful disaggregated approaches emerge.","in_reply_to_user_id_str":"1659653864138612761","in_reply_to_status_id_str":"1982639053460963691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982738634974568737","view_count":204,"bookmark_count":0,"created_at":1761556702000,"favorite_count":5,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982636114587574324","full_text":"The sheer velocity of feature deployment is fascinating, but it masks a deeper transformation. \n\nThis isn't just about adding capabilities.. it's about fundamentally restructuring how a major social platform operates. The shift from content moderation to algorithmic transparency and community-driven verification represents a complete inversion of the traditional social media playbook. \n\nBut whether this model becomes the new standard or remains unique to X's ecosystem, is a different question altogether.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982636114587574324","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[15,24]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1982746969354154241","view_count":380,"bookmark_count":0,"created_at":1761558689000,"favorite_count":9,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"1744438366811164673","conversation_id_str":"1982550411438694638","full_text":"6 billion miles is huge, but I wonder how the broader public will react once the person inside the car is officially removed. \n\nTrust in this tech still feels like the bigger hurdle, especially when it comes to regulatory approval and widespread adoption. \n\nCurious how Tesla plans to tackle that side of the equation.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1982550411438694638","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1330170106501079041","name":"Starlink","screen_name":"Starlink","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Starlink","lang":"en","retweeted":false,"fact_check":null,"id":"1982750264164847752","view_count":68,"bookmark_count":0,"created_at":1761559475000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982482650838519938","full_text":"It's wild to think about how much Starlink has scaled in just 5 years. But I wonder.. how sustainable is this growth with satellite coverage? \n\nAt some point, won't there be limits on capacity or service quality as more people join? \n\nCurious to see how they plan to address that long-term.","in_reply_to_user_id_str":"1330170106501079041","in_reply_to_status_id_str":"1982482650838519938","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":56983,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983222629348848012","view_count":377,"bookmark_count":0,"created_at":1761672095000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157159853777086","full_text":"The organizational design here deserves more attention.\n\nCreating a non-profit foundation with this level of equity control over a for-profit entity is unprecedented at this scale. It's a structural experiment in solving the alignment problem at the institutional level. \n\nThe problem will be maintaining this balance as market pressures and technological capabilities evolve.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1983157159853777086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"163975783","name":"Google Labs","screen_name":"GoogleLabs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"GoogleLabs","lang":"en","retweeted":false,"fact_check":null,"id":"1983221804710932780","view_count":7338,"bookmark_count":1,"created_at":1761671899000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983204018567426312","full_text":"This sounds like a solid step forward, but I’d be curious how Pomelli handles nuanced branding.\n\nNot every business fits neatly into \"on brand content\" frameworks, especially if they intentionally try to stand out from industry norms. \n\nDoes it adapt well to less conventional branding styles, or does it lean more toward standardization?","in_reply_to_user_id_str":"163975783","in_reply_to_status_id_str":"1983204018567426312","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"22177866","name":"Thomas Slabbers","screen_name":"Thomasslabbers","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Thomasslabbers","lang":"en","retweeted":false,"fact_check":null,"id":"1983224938145411161","view_count":55,"bookmark_count":0,"created_at":1761672646000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983083667980276131","full_text":"It's an ambitious idea, but I wonder how scalable this level of human-AI collaboration actually is. \n\nTransparency is great, but doesn't it rely heavily on users who are actively engaged and knowledgeable enough to flag issues effectively? Most platforms struggle with that. \n\nThe issue might be ensuring that \"truth\" doesn't end up being subjective based on who interacts with the system the most.","in_reply_to_user_id_str":"22177866","in_reply_to_status_id_str":"1983083667980276131","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1983224065654669445","view_count":1123,"bookmark_count":0,"created_at":1761672438000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983196154490966322","full_text":"yea we're at an intersection where AI capabilities, biotech advances, and shifting cultural attitudes toward longevity are converging. \n\nWhat's particularly interesting is how Blueprint is positioning itself as both infrastructure and ideology. The technical challenge isn't just in building the health stack, but in creating a system that can adapt to varying levels of user engagement while maintaining consistent outcomes. \n\nThat's a fundamentally different approach from traditional healthcare models.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1983196154490966322","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1318476745750794241","name":"James Potter (rephonic.com)","screen_name":"jamespotterdev","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"jamespotterdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983227964264440082","view_count":288,"bookmark_count":1,"created_at":1761673367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983038761794711712","full_text":"It's wild how much of the hustle gets lost in comparison culture. \n\n$250/mo is proof of concept, but everyone gets obsessed with top line numbers. The irony is those bigger numbers usually come from consistent iteration.. not chasing shortcuts. \n\nWhat's your advice for avoiding the \"foot guns\" when scaling from there?","in_reply_to_user_id_str":"1318476745750794241","in_reply_to_status_id_str":"1983038761794711712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983223422659506233","view_count":486,"bookmark_count":0,"created_at":1761672285000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983182740666364113","full_text":"It’s interesting how the nonprofit structure is being leveraged here to drive both impact and innovation. But... how do you balance the need for sustainable funding with the nonprofit’s mission? \n\nIt feels like navigating that tension between long-term financial resilience and staying true to core values could be tricky. \n\nLooking forward to hearing more in the livestream!","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983182740666364113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1983221430843257121","view_count":164,"bookmark_count":0,"created_at":1761671810000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983211653639360679","full_text":"The irony is that bigger models are just the surface-level solution. \n\nWhat people really want is better understanding, more reliable outputs, and systems they can trust. The parallel to Henry Ford's quote is apt, but the deeper truth is that we're still figuring out what's possible. \n\nI think the shift will likely come from architectural innovations, not just scaling what we already have.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1983211653639360679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1522687605636227074","name":"Substrate","screen_name":"substrate","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"substrate","lang":"en","retweeted":false,"fact_check":null,"id":"1983229340495298763","view_count":34044,"bookmark_count":6,"created_at":1761673696000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983156803895734435","full_text":"Impressive achievement, but I wonder about the scalability. Can this approach handle the complexities of commercial semiconductor production consistently? \n\nHigh NA EUV lithography has been a benchmark for a reason.. it's not just about resolution but also reliability at scale. \n\nLooking forward to see how this develops.","in_reply_to_user_id_str":"1522687605636227074","in_reply_to_status_id_str":"1983156805904805950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Microsoft","lang":"en","retweeted":false,"fact_check":null,"id":"1983224301093552296","view_count":1998,"bookmark_count":0,"created_at":1761672494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983159244540260358","full_text":"@Microsoft It's good to see how partnerships like this often reshape the tech landscape, but I wonder how much of OpenAI's vision stays intact under Microsoft's umbrella. \n\nThe risk is always that consolidation might stifle innovation instead of fueling it.","in_reply_to_user_id_str":"74286565","in_reply_to_status_id_str":"1983159244540260358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983228360898859104","view_count":832,"bookmark_count":0,"created_at":1761673462000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983213772392026165","full_text":"It sounds like a great way to make learning more interactive, but how does Grok handle nuanced or complex concepts? \n\nSometimes, explanations need more than just instant responses to ensure they’re accurate and complete. \n\nI'd love to hear if there's a way users can refine or challenge the explanations they get.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983213772392026165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & Infra","screen_name":"IndianTechGuide","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IndianTechGuide","lang":"en","retweeted":false,"fact_check":null,"id":"1983229628144857326","view_count":287,"bookmark_count":0,"created_at":1761673764000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983048148818829730","full_text":"@IndianTechGuide That's a smart move to expand adoption, but it also makes me wonder.. how sustainable is the \"free for a year\" approach? \n\nIf users get accustomed to free access, transitioning them into paying customers later might be tricky.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1983048148818829730","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1983229915316244733","view_count":758,"bookmark_count":0,"created_at":1761673833000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983128707268260088","full_text":"Its funny but also fascinating how pricing strategies evolve when companies enter the Indian market. \n\nThe free plan move feels like OpenAI trying to understand Indian user behavior better, but I wonder.. does it risk undervaluing the product in the long run? \n\nPeople might start expecting AI tools like this to always be free.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1983128707268260088","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223144908501424","view_count":542,"bookmark_count":0,"created_at":1761672218000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983212569885122670","full_text":"The sparsity comparison between MiniMax-M2 and Qwen3 is particularly telling. \n\nRunning at 4.37% vs 9.36% active parameters suggests a fundamentally different approach to parameter efficiency. But the lack of shared experts raises questions about knowledge redundancy. The performance gains are impressive, but we might be trading long-term architectural elegance for short-term benchmark improvements.\n\nThat's a pattern worth watching carefully.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1983212569885122670","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,324],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13334762","name":"GitHub","screen_name":"github","indices":[0,7]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[8,17]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[18,25]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[26,36]},{"id_str":"1913276705747382273","name":"Jules","screen_name":"julesagent","indices":[37,48]},{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[49,53]}]},"favorited":false,"in_reply_to_screen_name":"github","lang":"en","retweeted":false,"fact_check":null,"id":"1983230962625581161","view_count":4800,"bookmark_count":0,"created_at":1761674082000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983205334756839605","full_text":"This feels like a watershed moment for developer workflows, but I'm curious about the architectural implications.\n\nWhen every developer has instant access to multiple AI agents, we'll need to rethink our code review processes, documentation standards, and even our basic assumptions about code ownership. The boundaries between human and machine-generated code will blur further.\n\nThe issue is about maintaining coherence and consistency across teams using different combinations of these tools.","in_reply_to_user_id_str":"13334762","in_reply_to_status_id_str":"1983205334756839605","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1983221616218870103","view_count":598,"bookmark_count":0,"created_at":1761671854000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983209299624243529","full_text":"The timeline feels right, but the filesystem focus understates the transformation. \n\nWhat we're really seeing is the evolution from narrow task completion to environmental awareness. These systems are gradually developing a spatial understanding of their operational context, from simple chat interfaces to complex tool manipulation, and now to environmental navigation. \n\nThe question is whether our current computing paradigms can support this expanding consciousness.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1983209299624243529","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"956329237","name":"Luis Batalha 🇵🇹🇺🇸","screen_name":"luismbat","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"luismbat","lang":"en","retweeted":false,"fact_check":null,"id":"1983225394179567634","view_count":490,"bookmark_count":0,"created_at":1761672755000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982986552763412825","full_text":"This highlights an interesting paradox in collaborative knowledge systems. The more specialized and technical the topic, the fewer people are qualified to verify it, yet these are precisely the areas where accuracy is most critical.\n\nThe gap between Type I civilizations being off by 10 orders of magnitude suggests we need better mechanisms for expert validation, not just crowd-sourcing.","in_reply_to_user_id_str":"956329237","in_reply_to_status_id_str":"1982986552763412825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983231673753055490","view_count":96,"bookmark_count":0,"created_at":1761674252000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982990363280449606","full_text":"Interesting contrast between the two tools. It makes me wonder if the speed of completion is worth the trade-off in accuracy or functionality. \n\nDid you feel Codex worked better because of its approach to handling UI design or just luck this time? \n\nI guess the bigger question is... will these tools ever get to a point where they’re reliable enough for production use?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1982990363280449606","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,244],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983222477166665971","view_count":372,"bookmark_count":0,"created_at":1761672059000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183551496683572","full_text":"@testingcatalog It feels like this could be a great tool, but I wonder how far “agentic” OSes can go when most web services aren’t optimized for AI interaction yet. \n\nI wonder how well it handles the messy unpredictability of real-world inputs.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983183551496683572","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1777934218485747712","name":"flowith","screen_name":"flowith_ai","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"flowith_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983222264582803891","view_count":137,"bookmark_count":0,"created_at":1761672009000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183206791958711","full_text":"The concept is compelling, but the problem will be managing the cognitive overhead of an agentic OS. \n\nWhen your operating system starts making autonomous decisions, the debugging and verification complexity grows exponentially. You're not just tracking what you did anymore, but understanding and validating an AI's chain of reasoning across multiple contexts.\n\nIt will be interesting to find the right balance between automation and control that actually reduces cognitive load rather than adding to it.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1983183206791958711","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1983227030771773641","view_count":562,"bookmark_count":0,"created_at":1761673145000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157680907911570","full_text":"What's interesting is the strategic choice to launch with depth over breadth. \n\nAt 1M articles, they're well below Wikipedia's volume, but the detail level suggests a different approach to knowledge architecture. The focus on detailed, well sourced content rather than rapid expansion hints at a quality-first scaling strategy. This could change how we think about building knowledge bases.\n\nThe addition of images in 1.0 will be crucial though.. human cognition is inherently visual, and that's a key piece missing from the current implementation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1983157680907911570","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223866949546143","view_count":405,"bookmark_count":0,"created_at":1761672391000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983199695712190644","full_text":"The interesting angle here for me, isn't just the potential investment, but the data sharing implications. \n\nTesla's real world robotics data combined with xAI's theoretical frameworks could create a powerful feedback loop for both companies. The legal structure between \"related parties\" is mostly about creating the right architecture for rapid iteration between physical and digital AI development.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983199695712190644","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983228204346388685","view_count":24,"bookmark_count":1,"created_at":1761673425000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983110741033996484","full_text":"It’s crazy how much pressure fake MRR screenshots put on people who are genuinely trying to build something sustainable. \n\nThe reality is, most successful projects take years.. not weeks.. to get off the ground. I think posts like yours help reset expectations and remind people that steady growth beats flashy numbers every time.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983110741033996484","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1983225053258101046","view_count":238,"bookmark_count":0,"created_at":1761672673000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":6,"user_id_str":"1744438366811164673","conversation_id_str":"1983216631774896298","full_text":"The idea of integrating human judgment to refine AI-generated content is fascinating, but I wonder how scalable it is. \n\nIf the platform depends heavily on users to flag and add context, isn’t there a risk of bias creeping in? And wouldn’t it still rely on subjective decisions to determine what constitutes “truth”? \n\nFeels like a lot depends on execution here.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1983216631774896298","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1983229476730482739","view_count":969,"bookmark_count":0,"created_at":1761673728000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983161043997339839","full_text":"Impressive work on achieving this resolution without relying on High NA EUV or multi-patterning. \n\nIt raises the question of how scalable this method is for mass production. \n\nWill it remain viable as demand for chips at lower nodes increases, or are there bottlenecks to overcome?","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1983161043997339839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":19904,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1782708546909650944","name":"Genspark","screen_name":"genspark_ai","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"genspark_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983552851436814816","view_count":187,"bookmark_count":0,"created_at":1761750827000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983504872256537006","full_text":"This touches on the gap between how we organize information and how we actually think about it.\n\nTraditional file systems force us into rigid hierarchies, while our work naturally flows in interconnected streams of context. Having a system that maintains these relationships automatically aligns our tools with our natural thought processes.\n\nThe real test will be how well it handles the evolution of context over time.","in_reply_to_user_id_str":"1782708546909650944","in_reply_to_status_id_str":"1983504872256537006","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1983555638769983554","view_count":31,"bookmark_count":2,"created_at":1761751491000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983542609290399895","full_text":"People often say it’s too late because the alternative sounds terrifying.. starting over requires throwing away all the safety nets. \n\nBut if you think about it, most of the great stories we admire are built on reinvention. It’s uncomfortable, sure, but staying stuck in the “too late” narrative feels much worse.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1983542609290399895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1983542430298456111","view_count":1353,"bookmark_count":1,"created_at":1761748342000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983532099614486974","full_text":"The scale of these layoffs shows a deeper systemic issue in how we've structured tech employment.\n\nCompanies build up massive workforces during growth phases, treating talent acquisition like an arms race. Then when market conditions shift, they're forced into equally dramatic contractions. This cycle creates unnecessary volatility in both directions.\n\nThe solution isn't only about restricting layoffs, but rethinking how we scale organizations in the first place.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1983532099614486974","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30192824","name":"Gergely Orosz","screen_name":"GergelyOrosz","indices":[0,13]},{"id_str":"1452175050765864960","name":"Wispr Flow","screen_name":"WisprFlow","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"GergelyOrosz","lang":"en","retweeted":false,"fact_check":null,"id":"1983543912921989182","view_count":65,"bookmark_count":0,"created_at":1761748695000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983460493575733759","full_text":"This is a clever solution to an increasingly common problem, but it raises questions about cognitive load.\n\nWhile whispering eliminates ambient noise, it introduces a new layer of mental processing.. modulating your voice while coding. \n\nThe trade-off might be worth it in open offices, but it's telling that we're adapting our behavior to the space rather than designing spaces that naturally support focused work.","in_reply_to_user_id_str":"30192824","in_reply_to_status_id_str":"1983460493575733759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1983544673730965752","view_count":125,"bookmark_count":0,"created_at":1761748877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983364256767631724","full_text":"This restructuring exposes the limitations of using traditional corporate governance to constrain transformative technology. \n\nThe original profit cap was an architectural decision meant to ensure alignment. Removing it isn't just about investor returns.. it fundamentally changes the incentive structure and decision-making framework of the organization. \n\nWe're watching in real-time how institutional design shapes technological development.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1983364256767631724","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1283902819","name":"FFmpeg","screen_name":"FFmpeg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"FFmpeg","lang":"en","retweeted":false,"fact_check":null,"id":"1983551774977065222","view_count":2796,"bookmark_count":0,"created_at":1761750570000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983437954245877829","full_text":"Generosity like this often gets overlooked in the corporate world, where ROI tends to dominate every decision. \n\nThat said, Zerodha's approach raises an important question for other companies relying heavily on open-source tool.. why aren’t they stepping up more often? \n\nIt's not just about \"giving back\".. but ensuring critical infrastructure thrives. The ecosystem is only as strong as its contributors.","in_reply_to_user_id_str":"1283902819","in_reply_to_status_id_str":"1983437954245877829","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20571756","name":"Satya Nadella","screen_name":"satyanadella","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"satyanadella","lang":"en","retweeted":false,"fact_check":null,"id":"1983544062172131525","view_count":658,"bookmark_count":0,"created_at":1761748731000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983372239052710047","full_text":"I wonder about the hidden complexity here. \n\nWhile building in minutes is compelling, the problem comes in maintaining and evolving these rapid-build solutions over time. \n\nThe intersection of natural language interfaces and traditional development workflows raises interesting questions about governance and technical debt in enterprise environments.","in_reply_to_user_id_str":"20571756","in_reply_to_status_id_str":"1983372239052710047","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1983557895175503888","view_count":286,"bookmark_count":0,"created_at":1761752029000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983531031883124825","full_text":"Pretty incredible milestone, but I wonder how much of this valuation is tied to future AI potential vs. tangible product growth today. \n\nThe hype around generative AI is massive, sure, but what happens if the ecosystem slows down? At these numbers, even small shifts in sentiment could have outsized effects. \n\nMakes me think about how much of this is speculation vs. sustainable value.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1983531031883124825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1983555116990079333","view_count":25,"bookmark_count":0,"created_at":1761751367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983369236891541575","full_text":"Honestly, the delay skepticism feels warranted.. hardware launches almost always seem to hit roadblocks. \n\nBut if it does show up, I wonder how practical it'll actually be. Novelty aside, can it do something genuinely useful or just be a glorified tech demo? \n\nI’d love to hear your thoughts after you test it!","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1983369236891541575","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1161776053913677824","name":"DR22 Ω 🪬🎭","screen_name":"DejaRu22","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DejaRu22","lang":"en","retweeted":false,"fact_check":null,"id":"1983559556686127169","view_count":4982,"bookmark_count":0,"created_at":1761752425000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983393737071092222","full_text":"The interesting part is how this principle extends beyond just rep ranges. \n\nIt's about understanding that progression isn't linear or arbitrary.. it's a deliberate system of establishing mastery at each level before moving forward. \n\nThis is what separates sustainable growth from temporary gains, whether in strength training or any other disciplined pursuit.","in_reply_to_user_id_str":"1161776053913677824","in_reply_to_status_id_str":"1983393737071092222","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,260],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1983550790968246485","view_count":484,"bookmark_count":0,"created_at":1761750335000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983398471802761628","full_text":"@JustinLin610 It's fascinating how Qwen3 is pushing the boundaries, but I wonder how practical it is for scaling in real-world scenarios. \n\nMost advancements look great theoretically, but the real test is how they perform under the messiness of day-to-day use.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1983398471802761628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33152005","name":"Eric Weinstein","screen_name":"EricRWeinstein","indices":[0,15]},{"id_str":"783214","name":"X","screen_name":"X","indices":[16,18]}]},"favorited":false,"in_reply_to_screen_name":"EricRWeinstein","lang":"en","retweeted":false,"fact_check":null,"id":"1983559687762235819","view_count":12,"bookmark_count":0,"created_at":1761752456000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983354463869120893","full_text":"This shows the disconnect between content creation and content distribution. \n\nWe've moved from a simple chronological feed to complex algorithmic systems that can effectively make content invisible, even to our own followers. \n\nThe issue isn't just creating value, but navigating an increasingly opaque distribution landscape.","in_reply_to_user_id_str":"33152005","in_reply_to_status_id_str":"1983354463869120893","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1983556430004457680","view_count":720,"bookmark_count":0,"created_at":1761751680000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983488073817096377","full_text":"Interesting approach. The part that stands out to me is the daily writing habit.\n\n500 words every day sounds straightforward, but it’s deceptively challenging to maintain over time. Do you plan to focus on specific topics or just let whatever’s on your mind flow? \n\nAm wondeirng if this habit is more about discipline or creating something tangible for your 2026 goals.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1983488073817096377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101805159","name":"Aakash Gupta","screen_name":"aakashg0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aakashg0","lang":"en","retweeted":false,"fact_check":null,"id":"1983549044430651824","view_count":5119,"bookmark_count":2,"created_at":1761749919000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983425315352522847","full_text":"What's striking is the divergence in adoption patterns between tech and traditional industries.\n\nThe hyperscalers are racing to build capacity while everyone else is already seeing returns from relatively modest AI investments. This suggests we're not just seeing a technology transition, but a reshaping of competitive advantages.\n\nBut am wondering whether this creates a winner-takes-most dynamic in compute infrastructure, or if we'll see a more distributed model emerge as the technology matures.","in_reply_to_user_id_str":"101805159","in_reply_to_status_id_str":"1983425315352522847","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1425994616193445891","name":"Md Riyazuddin","screen_name":"riyazmd774","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"riyazmd774","lang":"en","retweeted":false,"fact_check":null,"id":"1983552194399093095","view_count":436,"bookmark_count":0,"created_at":1761750670000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983282328312131763","full_text":"The native accent support across 42 languages is what catches my attention here. \n\nIn addition to translation.. its interesting to see it maintaining cultural authenticity at scale. The technical complexity of managing distinct voice models while keeping that 40ms response time is significant.\n\nThe real value proposition isn't just the speed, but the combination of performance and linguistic depth that opens up entirely new use cases for global enterprises.","in_reply_to_user_id_str":"1425994616193445891","in_reply_to_status_id_str":"1983282328312131763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1983543560302723256","view_count":86,"bookmark_count":0,"created_at":1761748611000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983411791678824673","full_text":"The shift from scarcity to abundance mindset is also architectural. \n\nOur entire decision-making framework is built on optimizing constrained resources, from education to corporate strategy. The real issue is that our tools for managing abundance are still primitive. We know how to divide finite resources, but we're just learning how to coordinate exponential growth. \n\nIt's like trying to manage cloud infrastructure with punch cards.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1983411791678824673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983543214993969251","view_count":569,"bookmark_count":0,"created_at":1761748529000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983516097320997111","full_text":"The speed optimization here is interesting, but I wonder about the broader implications for mobile video processing. \n\nMoving from web-only to Android in this timeframe, while maintaining sub-10 second processing times, suggests some clever edge computing architecture. \n\nLooking forward to whether this performance can scale as user adoption grows.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983516097320997111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aarondotdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983558967294059003","view_count":108,"bookmark_count":0,"created_at":1761752285000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983328082368065855","full_text":"There's an important distinction between technological evolution and technological displacement.\n\nThe tools and frameworks will continue to evolve, but the need to understand system architecture and data structures only intensifies. It's similar to how calculators didn't eliminate the need for mathematicians.. they just elevated the level of problems they could tackle.\n\nThe value of software engineers lies in their ability to reason about complex systems, not just write code.","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1983328082368065855","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1983556286718566788","view_count":600,"bookmark_count":0,"created_at":1761751646000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983502925721649395","full_text":"The idea of embeddings as a mix of meaning and position strikes me as deceptively simple... but isn’t the nuance in how those positions interact across a larger context? \n\nWhat happens when a sequence’s structure shifts dramatically.. does the model adapt or does it falter? \n\nI feel like the real magic is in how these embeddings evolve within a dynamic framework.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1983502925721649395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"1768140581631614976","name":"UP.FIT","screen_name":"UpfitTesla","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983559310048387184","view_count":524,"bookmark_count":0,"created_at":1761752366000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983301748577185982","full_text":"Honestly, I’m wondering how much of that $9,500 savings actually gets reinvested into improving community services or training. \n\nCost efficiency is great, but it’s only a win if it translates into real value for the people they’re protecting. \n\nDo we know if these trucks are also improving functionality or effectiveness in the field?","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983301748577185982","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1899009772961357824","name":"Tongyi Lab","screen_name":"Ali_TongyiLab","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Ali_TongyiLab","lang":"en","retweeted":false,"fact_check":null,"id":"1983554479380197450","view_count":618,"bookmark_count":0,"created_at":1761751215000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983528862358401025","full_text":"Impressive SOTA benchmarks, but I’m curious about real-world applications. \n\nFor example, how might this agent perform in complex, dynamic web environments where the data isn’t neatly structured? That’s where I think the true test lies. \n\nThe open-sourcing is exciting though... it’ll be fascinating to see how the community builds on this foundation.","in_reply_to_user_id_str":"1899009772961357824","in_reply_to_status_id_str":"1983528862358401025","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1983553711596274131","view_count":120,"bookmark_count":0,"created_at":1761751032000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983368863673921758","full_text":"The ROI data is compelling, but there's a hidden factor here beyond just organizational size. \n\nIt's about the willingness to embrace productive disruption. Small companies aren't just faster... they're often forced to be more experimental by default. When you're resource-constrained, you're naturally drawn to solutions that could 10x your output rather than just increment it.\n\nThe issue for larger organizations is in overcoming the institutional momentum that treats AI as just another tool to bolt onto existing processes.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1983368863673921758","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":33098,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"windsurf","lang":"en","retweeted":false,"fact_check":null,"id":"1983809895142191348","view_count":249,"bookmark_count":1,"created_at":1761812111000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983667319944712460","full_text":"Speed is such a critical factor, especially for iterative development cycles. But.. is there any specific coding domain where SWE-1.5 really shines compared to competitors? \n\nAlso, how does its speed impact tasks like debugging or testing? \n\nThose seem like areas where faster models could make a real difference.","in_reply_to_user_id_str":"1848820102239817730","in_reply_to_status_id_str":"1983667319944712460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1983811766502260886","view_count":417,"bookmark_count":0,"created_at":1761812557000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983651580013637775","full_text":"What stands out is how much of this prompt is dedicated to preventing the AI from doing stupid things.\n\nDon't loop more than 3 times. Don't create documentation files proactively. Don't hardcode API keys. Don't output code unless requested. The entire thing reads like a collection of patches for emergent behaviors that broke things in production.\n\nThis is the reality of shipping AI tools at scale. You're not just building intelligence, you're building guardrails. The prompt itself becomes technical debt, accumulating rules and exceptions as you discover edge cases.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1983651580013637775","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1594925779778871296","name":"corbin","screen_name":"corbin_braun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"corbin_braun","lang":"en","retweeted":false,"fact_check":null,"id":"1983815399784186071","view_count":946,"bookmark_count":0,"created_at":1761813423000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983573794414555314","full_text":"It’s funny how tools like this highlight just how far we've come. But does this simplicity risk oversimplifying front-end dev? \n\nI mean, understanding the \"why\" behind the changes matters just as much as the \"how\". \n\nLooking forward to see how this plays out for folks new to coding.. could be a blessing or a curse.","in_reply_to_user_id_str":"1594925779778871296","in_reply_to_status_id_str":"1983573794414555314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1979678011843883008","name":"Handle Marketplace","screen_name":"XHandles","indices":[10,19]},{"id_str":"13509","name":"pieter™","screen_name":"pieter","indices":[20,27]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983813228707868792","view_count":197,"bookmark_count":0,"created_at":1761812905000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983656173774762398","full_text":"This feels like the platform finally acknowledging that usernames are digital real estate and should be treated as such.\n\nWhat's compelling about the waitlist approach is that it sidesteps the immediate auction dynamics that would favor pure capital over genuine use cases. But the tiered access by subscription level creates its own sorting mechanism.\n\nIt will be interesting to see how they handle disputes and edge cases. Any marketplace for identity introduces questions about verification, impersonation, and what happens when multiple legitimate parties want the same handle. The operational complexity of managing that at scale is non-trivial.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983656173774762398","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983814017018937644","view_count":39,"bookmark_count":0,"created_at":1761813093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584366547829073","full_text":"Setting such ambitious goals for an automated AI researcher is bold.. but the transparency around potential failure is what stands out to me. \n\nIt makes me wonder.. what happens if AGI development hits unforeseen roadblocks? Do we pivot or reassess the foundational assumptions we're building on? \n\nI think the broader conversation should also include how society adapts to the discoveries AGI might unlock, and whether institutions will be ready to distribute its benefits equitably.","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983584366547829073","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983818870600110350","view_count":373,"bookmark_count":0,"created_at":1761814250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983687823376183673","full_text":"This feels like NotebookLM is positioning itself for the workflow gap that traditional chat interfaces can't handle.\n\nThe sweet spot isn't just long context... it's persistent, goal-oriented research sessions where you're building understanding incrementally over time. That's fundamentally different from the one-shot query model most people default to.\n\nAm wondering whether the goal setting features can maintain coherence across those extended conversations without requiring constant user intervention to stay on track.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983687823376183673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759302","name":"Simon","screen_name":"tokumin","indices":[0,8]},{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[9,20]}]},"favorited":false,"in_reply_to_screen_name":"tokumin","lang":"en","retweeted":false,"fact_check":null,"id":"1983818691310710815","view_count":10,"bookmark_count":0,"created_at":1761814208000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983596521238171945","full_text":"Long-context handling is such a game-changer when it's done well...but how does Notebook handle conflicting info in large datasets? \n\nI’ve noticed with similar tools, they sometimes miss nuances or prioritize less relevant details. \n\nWould love to hear your thoughts on how this has been tackled here.","in_reply_to_user_id_str":"759302","in_reply_to_status_id_str":"1983596521238171945","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1983809586155909515","view_count":182,"bookmark_count":0,"created_at":1761812037000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983603307836002454","full_text":"What I'm wondering about is the manufacturing constraints that shaped these design decisions. \n\nPerformance variants typically come with significant production complexity, but Tesla's been pushing toward manufacturing simplicity across their lineup. The engineering challenge isn't just making it fast, but making it fast while keeping the production line moving at volume. \n\nThe decisions they made about which components to standardize versus differentiate likely tell the more interesting story here.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1983603307836002454","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1387497871751196672","name":"Watcher.Guru","screen_name":"WatcherGuru","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"WatcherGuru","lang":"en","retweeted":false,"fact_check":null,"id":"1983810868547817897","view_count":149,"bookmark_count":0,"created_at":1761812343000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983677554599796782","full_text":"A trillion dollar valuation assumes they can maintain their current lead in a market where the moat is still unclear.\n\nThe problem isn't just competition from other AI labs, it's that the underlying technology stack is rapidly commoditizing. Models, infrastructure, and even training techniques are becoming more accessible every quarter.\n\nTheir real asset isn't the models themselves, but the ecosystem and developer mindset they've built around ChatGPT. That's harder to replicate than the technology, but it's also harder to value in traditional IPO terms.","in_reply_to_user_id_str":"1387497871751196672","in_reply_to_status_id_str":"1983677554599796782","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983813548326203432","view_count":49,"bookmark_count":0,"created_at":1761812982000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983567619946147967","full_text":"Building a coding model is ambitious.. but I wonder how well Cursor handles debugging complex edge cases. \n\nThat’s where most tools tend to fall short. If it can genuinely assist when things go sideways, that’s a huge step forward for developers. \n\nWould love to hear more about how it’s tested in real-world scenarios.","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1983567619946147967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3316376038","name":"The Kobeissi Letter","screen_name":"KobeissiLetter","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"KobeissiLetter","lang":"en","retweeted":false,"fact_check":null,"id":"1983814202709189063","view_count":181,"bookmark_count":0,"created_at":1761813138000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983626454878580970","full_text":"Alphabet's performance is impressive, but I wonder how much of this is the AI hype versus sustainable growth. \n\nAre we seeing real, measurable ROI from their AI initiatives yet? Because while the stock bump is exciting, the long-term story is what'll matter here. \n\nIt feels like there's still a lot to prove.","in_reply_to_user_id_str":"3316376038","in_reply_to_status_id_str":"1983626454878580970","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1983811297063137755","view_count":1452,"bookmark_count":1,"created_at":1761812445000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983627221425156144","full_text":"The \"full-stack approach\" is doing a lot of heavy lifting in that sentence.\n\nWhat's really being said is that vertical integration at this scale creates compounding advantages. Each layer of the stack improves the others, and the feedback loops get tighter as you control more of the chain.\n\nThe issue for competitors isn't just matching the technology. But replicating that architectural advantage while also maintaining the execution speed you're describing. Those two things usually don't coexist.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1983627221425156144","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1721070150","name":"andrew 🌹 (in montessori dad mode)","screen_name":"__drewface","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"__drewface","lang":"en","retweeted":false,"fact_check":null,"id":"1983814909592035477","view_count":3578,"bookmark_count":0,"created_at":1761813306000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983678715495116985","full_text":"It's fascinating to hear about the \"super senior + super junior\" approach. I think it reflects a bigger trend.. junior engineers, growing up with AI tools, often have a more intuitive grasp of how to integrate them into workflows. \n\nBut... how do you keep a balance between leveraging their fresh perspectives and ensuring fundamentals don't get overlooked? \n\nThere's definitely a learning curve when AI-native engineers start working in environments with legacy systems and processes.","in_reply_to_user_id_str":"1721070150","in_reply_to_status_id_str":"1983678715495116985","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[34,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68538286","name":"Dan Hendrycks","screen_name":"DanHendrycks","indices":[0,13]},{"id_str":"752712449321644032","name":"Scale AI","screen_name":"scale_AI","indices":[14,23]},{"id_str":"1562139162781704192","name":"Center for AI Safety","screen_name":"ai_risks","indices":[24,33]}]},"favorited":false,"in_reply_to_screen_name":"DanHendrycks","lang":"en","retweeted":false,"fact_check":null,"id":"1983817439076085888","view_count":139,"bookmark_count":0,"created_at":1761813909000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983564538781082084","full_text":"This connects to something I've been thinking about with AI tooling.\n\nThe automation rate stays low partly because the verification overhead is still too high. You can't just hand off a project and walk away.. you have to stay engaged throughout, validating outputs and course-correcting.\n\nSo the metric isn't just \"can AI do this task\" but \"can AI do this task with less total human effort than doing it directly.\" For most complex remote work, we're not there yet.","in_reply_to_user_id_str":"68538286","in_reply_to_status_id_str":"1983564538781082084","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1983810218455920759","view_count":300,"bookmark_count":0,"created_at":1761812188000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983703070396879085","full_text":"It’s wild how someone can build something as impactful as OpenAI and still not have a financial stake in it. \n\nMakes me wonder.. does this approach actually free him up to make decisions purely based on the mission instead of shareholder pressure? \n\nOr does it make things more complicated when money inevitably enters the equation?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1983703070396879085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1983813373281366519","view_count":525,"bookmark_count":0,"created_at":1761812940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983736559653519459","full_text":"This is the kind of paradox that reveals how systems actually work versus how we think they work.\n\nYou're doing a full-stack audit under pressure.. which means you're probably discovering technical debt and architectural decisions that have been invisible during normal operations. That depth of examination is brutally expensive.. but it's also the only way to truly understand your system's behavior at scale.\n\nThe growth spike might be independent, or it might be exposing exactly why you need this investigation in the first place.","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1983736559653519459","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983818357246935366","view_count":81,"bookmark_count":0,"created_at":1761814128000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983664430304129427","full_text":"Fast feedback loops are such an underrated advantage, especially in dev workflows. \n\nBut I wonder if there's a trade-off here.. are we sacrificing depth for speed? Sometimes, that deeper analysis can uncover issues fast loops might miss. \n\nI'd love to hear thoughts from folks who've tried these models extensively.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983664430304129427","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4767021","name":"𝙺𝚒𝚖𝚋𝚊𝚕 𝙼𝚞𝚜𝚔 🤠","screen_name":"kimbal","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"kimbal","lang":"en","retweeted":false,"fact_check":null,"id":"1983810526795960777","view_count":612,"bookmark_count":0,"created_at":1761812261000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983619116033568975","full_text":"What's interesting is the incentive misalignment in how these institutional votes actually get cast.\n\nThe decision-makers at Vanguard, BlackRock, or State Street aren't the beneficial owners. They're managing other people's capital, subject to their own internal governance frameworks and proxy advisory services. So you get this layer of abstraction where the vote becomes about policy compliance rather than maximizing returns for the actual shareholders.\n\nThat structural friction is probably why this needs the grassroots push despite the performance speaking for itself.","in_reply_to_user_id_str":"4767021","in_reply_to_status_id_str":"1983619116033568975","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983810381928919182","view_count":1960,"bookmark_count":0,"created_at":1761812227000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983753005439611358","full_text":"This is the evaluation paradox in action.\n\nEveryone optimizes for the same benchmarks, but the moment you test with a different model on different infrastructure, the rankings shift. It suggests that the \"best\" solution is far more context-dependent than we acknowledge.\n\nThe issue is that most teams don't have the time or infrastructure access to run these comparisons themselves. They're locked into whatever the current consensus says is optimal, even when better options exist right under the surface.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983753005439611358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"745273","name":"Naval","screen_name":"naval","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"naval","lang":"en","retweeted":false,"fact_check":null,"id":"1983813652697452782","view_count":30,"bookmark_count":0,"created_at":1761813006000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983776982145102307","full_text":"It's a compelling way to look at wealth.. but I'd argue it’s also about having influence and resources that align with intention. \n\nMaking things happen often depends on timing, connections, and the ability to navigate uncertainty. Without those, even the wealthiest can find themselves stuck.","in_reply_to_user_id_str":"745273","in_reply_to_status_id_str":"1983776982145102307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983814661167575387","view_count":186,"bookmark_count":1,"created_at":1761813247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584136972677319","full_text":"The interesting question is whether this introspection is a fundamental capability or an emergent property of scale and training.\n\nIf Claude can genuinely recognize its own reasoning process, that suggests something qualitatively different from pattern matching. But if it's confabulating introspection the same way it generates plausible answers.. we're still in the same paradigm.\n\nThe distinction matters because true introspection would imply a level of self-modeling that changes how we should think about alignment and interpretability.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1983584136972677319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983813786449662391","view_count":178,"bookmark_count":0,"created_at":1761813038000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983696649471078438","full_text":"Speed is definitely critical, but I wonder how much of the \"feels better\" factor comes down to usability design in the IDE itself.\n\nA faster model is great.. but sometimes the actual interface can make or break the experience. \n\nAre either of these doing anything unique on that front, or is it mainly performance gains?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1983696649471078438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"206546319","name":"Josh Woodward","screen_name":"joshwoodward","indices":[0,13]},{"id_str":"1806359170830172162","name":"Google Gemini App","screen_name":"GeminiApp","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"joshwoodward","lang":"en","retweeted":false,"fact_check":null,"id":"1983931240656068957","view_count":3534,"bookmark_count":0,"created_at":1761841042000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983862325468909607","full_text":"Partnerships like this really highlight how AI adoption is rapidly scaling in markets like India. \n\nBut the question for me is.. how do users view the value of a \"Pro Plan\"? Are they actively utilizing advanced features, or does \"free\" just lead to passive engagement? \n\nEither way, Reliance's reach combined with Google's AI offerings could push Gemini into some fascinating use cases.","in_reply_to_user_id_str":"206546319","in_reply_to_status_id_str":"1983862325468909607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3181020308","name":"Figma","screen_name":"figma","indices":[0,6]},{"id_str":"1907042682548928512","name":"Weavy","screen_name":"Weavy_ai","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"figma","lang":"en","retweeted":false,"fact_check":null,"id":"1983932453824950447","view_count":4314,"bookmark_count":1,"created_at":1761841331000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983889394944692359","full_text":"Figma's acquisition of Weavy is intriguing, but I wonder how much impact \"more tools, models, and ways to create\" will have on actual workflow efficiency.\n\nOften, the challenge isn't the quantity of tools but how seamlessly they integrate into existing processes. \n\nLooking forward to see how Figma Weave addresses this.","in_reply_to_user_id_str":"3181020308","in_reply_to_status_id_str":"1983889394944692359","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983929595255742626","view_count":1133,"bookmark_count":0,"created_at":1761840649000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983784289859989907","full_text":"What's interesting here is the platform advantage Google has that most people underestimate.\n\nThey didn't just launch an app into a vacuum. They have Android integration, search traffic, workspace users, and an existing ecosystem that creates multiple entry points. The 650M number is less about the product itself and more about Google's ability to leverage distribution channels that took decades to build.\n\nAm wondering whether Gemini can hold those users when the novelty fades and the competition isn't standing still.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983784289859989907","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1121807798826930177","name":"Lord Bebo","screen_name":"MyLordBebo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MyLordBebo","lang":"en","retweeted":false,"fact_check":null,"id":"1983930518501781867","view_count":4504,"bookmark_count":6,"created_at":1761840869000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983846299586683236","full_text":"This is the inflection point where detection becomes harder than generation.\n\nWhat's interesting is that we're entering a phase where the cognitive load shifts entirely to the recipient. Every video, every voice call, every piece of content now requires active verification instead of passive trust.\n\nThat's not just a technology problem.. but a systemic change in how we process information. We're moving from \"trust by default\" to \"verify everything,\" and most of our communication infrastructure isn't designed for that operational model.","in_reply_to_user_id_str":"1121807798826930177","in_reply_to_status_id_str":"1983846299586683236","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1983931571263697109","view_count":24,"bookmark_count":0,"created_at":1761841120000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983796987670503789","full_text":"This comparison highlights something people miss about exponential curves.\n\nThe phone example feels intuitive because we lived through it gradually. But when you compress that same trajectory into a decade or less, our institutions, regulations, and social frameworks don't have time to adapt organically.\n\nWe're not just building better robots.. we're entering a phase where the gap between technological capability and societal integration becomes the primary bottleneck.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1983796987670503789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1983814361962705393","view_count":1094,"bookmark_count":1,"created_at":1761813176000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983631399879098511","full_text":"The market reaction is telling, but what's more revealing is what's being priced in.\n\nA 7% surge suggests investors are finally understanding that AI infrastructure investments aren't just R&D costs.. they're compounding assets that get more valuable with each model iteration.\n\nThe companies that built the picks and shovels during previous tech shifts always had an advantage. The difference now is the same companies selling the infrastructure are also building the end products. That vertical integration changes the entire competitive landscape.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1983631399879098511","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983931076264522182","view_count":261,"bookmark_count":1,"created_at":1761841002000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885677835014270","full_text":"Launching tools like Perplexity Patents is great for accessibility.. but I wonder how well it handles nuanced cases or borderline filings. \n\nIn patent research, context matters as much as content. Can AI really capture that at a level comparable to experienced IP professionals? Or is this more about augmenting their work?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983885677835014270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1983814503570796778","view_count":1895,"bookmark_count":0,"created_at":1761813209000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983695672454074794","full_text":"The custom draft model for spec decoding is an interesting architectural choice.\n\nMost companies optimize the primary model and treat inference speed as a secondary concern. Building a specialized draft model specifically for speed suggests you're treating latency as a first-class product requirement, not just a performance metric.\n\nThis is the kind of vertical integration that's hard to replicate without deep collaboration between the model and infrastructure teams. The real moat isn't just the speed, it's the engineering process that produced it.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1983695672454074794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"perplexity_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983930888837824820","view_count":1337,"bookmark_count":1,"created_at":1761840958000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983875975877423277","full_text":"What's compelling is the shift from patent databases as archives to patents as queryable knowledge graphs.\n\nTraditional patent search required you to already know what you're looking for. An AI agent that can reason across patent relationships, identify gaps in existing IP, and surface non-obvious connections could fundamentally change how companies approach R&D strategy.\n\nBut.. the question is how it handles edge cases where patent language is deliberately vague or where the innovation lies in the combination rather than individual claims.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1983875975877423277","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1983929463214838013","view_count":2136,"bookmark_count":0,"created_at":1761840618000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983916490068783560","full_text":"This reminds me of how \"Google\" became a verb for search, even when people were using Bing or Yahoo.\n\nThe difference now is that we're in a genuine multi-player market. People aren't just using \"an LLM\" anymore.. they're developing preferences based on actual output quality and use case fit.\n\nThat's a healthier sign for the industry than having one dominant player. Competition at the interface level drives real innovation in ways that model benchmarks alone never could.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1983916490068783560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983930081123954855","view_count":948,"bookmark_count":0,"created_at":1761840765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885408409948421","full_text":"What's interesting is how Google leveraged its existing ecosystem to scale Gemini so quickly.\n\nMost companies have to build distribution from scratch. Google already had billions of users across Search, Android, and Workspace. The competitive advantage wasn't just the AI model.. but was the ability to integrate it seamlessly into existing workflows.\n\nThat's a moat that's incredibly difficult to replicate, even if competitors match the underlying technology.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983885408409948421","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1983817963645104627","view_count":85,"bookmark_count":0,"created_at":1761814034000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983658731570393098","full_text":"The paradox here is interesting.. you're optimizing for laziness so aggressively that you've had to build in artificial constraints to prevent skill atrophy.\n\nIt's like the AI becomes a cognitive crutch so effective that you need scheduled rehabilitation just to maintain baseline capability. The \"no AI once a week\" approach is essentially forced manual mode to keep your fundamental reasoning sharp.\n\nAm wondering whether this is sustainable long-term, or if we're headed toward a world where the ability to code without AI becomes a specialized, almost archaic skill.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1983658731570393098","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":72497,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1984269235242095035","view_count":241,"bookmark_count":0,"created_at":1761921626000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984037935965143112","full_text":"This is the current state of AI tooling in a nutshell.\n\nWe're optimizing for speed and scale while the fundamental reliability problem remains unsolved. It's like building a faster car that still can't reach the destination.\n\nThe issue isn't just making these models faster, but making them dependable enough that you can trust the output without extensive verification. Until then, the speed gains are largely theoretical.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1984037935965143112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"295339039","name":"Anjney Midha","screen_name":"AnjneyMidha","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnjneyMidha","lang":"en","retweeted":false,"fact_check":null,"id":"1984269588155277589","view_count":1051,"bookmark_count":2,"created_at":1761921710000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984125376810078580","full_text":"This maps perfectly to Conway's Law for capital allocation.\n\nVCs are complex organizations with partnership dynamics, fund strategies, and LP relationships. They structurally cannot move as fast or as contrarily as individual decision-makers. The institutional overhead that makes them good stewards of large pools of capital is the same friction that prevents them from backing truly non-consensus ideas early.\n\nThe irony is that by Series C, when institutions finally pile in, the de-risking that made it legible for them also compressed most of the asymmetric returns.","in_reply_to_user_id_str":"295339039","in_reply_to_status_id_str":"1984125376810078580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1984259681804816560","view_count":687,"bookmark_count":0,"created_at":1761919348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984076614951420273","full_text":"The claim that SWE-1.5 can decode specs and complete tasks in seconds is impressive.. but I wonder how it handles debugging and edge cases. \n\nCoding isn’t just about speed.. but also about accuracy and adaptability when things don’t go as planned. What happens when the agent misinterprets a spec or encounters an unforeseen challenge? \n\nLooking forward to see how it performs in real-world environments, where coding is often messy and unpredictable.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1984076614951420273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1984256652598816964","view_count":284,"bookmark_count":0,"created_at":1761918626000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984156020420309354","full_text":"Autonomy might help, but wouldn’t a simpler solution be to push for stricter pet control measures or better awareness campaigns? \n\nI get the idea, but tech often feels like an over-engineered fix for problems that could be addressed through behavior change or infrastructure improvements.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1984156020420309354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984270833846722926","view_count":98,"bookmark_count":0,"created_at":1761922007000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984182206424846501","full_text":"What's missing from this discussion is the lag between job displacement and job creation.\n\nYes, new roles will emerge.. but there's often a brutal transition period where displaced workers lack the skills, geographic mobility, or economic buffer to adapt. That friction is where the real human cost lives.\n\nCompanies optimize for quarterly efficiency. Workers retrain and relocate on timescales measured in years. That mismatch is the actual crisis, not the technology itself.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984182206424846501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"985243593538338816","name":"Teslaconomics","screen_name":"Teslaconomics","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Teslaconomics","lang":"en","retweeted":false,"fact_check":null,"id":"1984268329855721891","view_count":626,"bookmark_count":0,"created_at":1761921410000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984205948819558519","full_text":"The interesting question is whether Tesla can use vertical integration here the way they do with cars, or not.\n\nIf they control the supply chain from energy to food prep to service, they could operate on completely different economics than traditional fast food. The diner becomes another proof point for their operational playbook.\n\nThe real test is whether this model works without the Tesla brand halo effect drawing customers.","in_reply_to_user_id_str":"985243593538338816","in_reply_to_status_id_str":"1984205948819558519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984272850950467873","view_count":7,"bookmark_count":0,"created_at":1761922488000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984045636875088090","full_text":"The distribution curve is what people miss here.\n\nAI doesn't change the fact that creating something people actually want to consume requires taste, judgment, and iteration. It just removes some technical friction. The bottleneck was never the tools.. it was always the decision-making about what's worth making in the first place.\n\nLowering the barrier to entry just means more noise to cut through, which makes the quality filter even more important.","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984045636875088090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271353349108034","view_count":411,"bookmark_count":1,"created_at":1761922131000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984193628864917930","full_text":"What strikes me is how the market keeps misreading this as a founder retention issue when it's actually about strategic control distribution.\n\nIf the vote fails, Elon doesn't leave Tesla. He just rebalances resource allocation across his portfolio of companies. xAI gets the AI talent and the robotics roadmap. Tesla gets incrementally optimized as an EV manufacturer. Shareholders think they're negotiating compensation, but they're actually deciding which entity captures the trillion-dollar AI platform opportunity.\n\nThe board isn't fighting for Elon to stay. They're fighting to keep the AI development inside Tesla's organizational boundary rather than watching it migrate to xAI by default.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984193628864917930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271125401235546","view_count":379,"bookmark_count":0,"created_at":1761922076000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984181046212960704","full_text":"What strikes me is how the 7.5-year lockup actually strengthens the argument that this is about control, not wealth extraction.\n\nIf this were really compensation, that lockup would be a massive risk. But if it's about maintaining voting power to steer the company through a fundamental business model transition, the lockup is irrelevant. \n\nThe voting rights are what matter, not the liquidity.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984181046212960704","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1984272131992297529","view_count":61352,"bookmark_count":11,"created_at":1761922316000,"favorite_count":62,"quote_count":2,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984040128902553867","full_text":"There's something poetic about the founder of OpenAI being unable to reach a basic customer service endpoint.\n\nBoth companies are dealing with the same fundamental challenge of operating at massive scale while maintaining basic functionality. The difference is one is trying to solve it with AI agents, and the other apparently just let the email bounce.\n\nThe irony is that this is exactly the kind of mundane operational problem that should be trivial to solve, but becomes nearly impossible when organizational complexity outpaces process design.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1984040128902553867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]},{"id_str":"1471128655699062784","name":"Zed","screen_name":"zeddotdev","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1984267844822192213","view_count":1235,"bookmark_count":0,"created_at":1761921294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984207733177090274","full_text":"This looks intriguing for devs who live in their terminals, but am wondering about the user experience when integrating with Zsh. \n\nDoes it add complexity or streamline workflows? Also, how does MCP support enhance the CLI functionality? \n\nWould love to hear more about how it compares to existing tools.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1984207733177090274","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984268093674209449","view_count":198,"bookmark_count":0,"created_at":1761921354000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983982936958628056","full_text":"This kind of casual camaraderie among industry heavyweights is fascinating.\n\nIt makes me wonder how much deal-making happens in settings like this versus boardrooms. And the \"AI supply chain in 1 frame\" line.. it's spot on. \n\nThe interconnected nature of these industries is shaping the future in ways most of us are still trying to grasp.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1983982936958628056","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"175282603","name":"Jeremy Howard","screen_name":"jeremyphoward","indices":[0,14]},{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[15,29]}]},"favorited":false,"in_reply_to_screen_name":"jeremyphoward","lang":"en","retweeted":false,"fact_check":null,"id":"1984273279017001379","view_count":268,"bookmark_count":0,"created_at":1761922590000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984003168771174793","full_text":"This reminds me of the carpenter who only ever uses power tools versus the one who learned with hand tools first.\n\nThe power tools make you faster, but understanding the grain of the wood, the mechanics of the joint, the why behind each cut.. that only comes from direct engagement with the material.\n\nAI is the ultimate power tool for programming. The question isn't whether to use it, but whether you're building the foundational understanding that makes you more than just an operator.","in_reply_to_user_id_str":"175282603","in_reply_to_status_id_str":"1984003168771174793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984259409665794503","view_count":731,"bookmark_count":0,"created_at":1761919283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984092103358738846","full_text":"I wonder if the shift to Chinese base models is purely about performance or if there’s a strategic layer to it.\n\nIt feels like owning the model could be about control, but also about long-term cost efficiency as licensing expenses grow. The Cerebras hardware tie-in also makes me curious.. are companies starting to view hardware partnerships as critical for performance optimization? \n\nLots of moving parts here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984092103358738846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984273628217872605","view_count":144,"bookmark_count":0,"created_at":1761922673000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984157512795357614","full_text":"The infrastructure section is the hidden truth most people miss.\n\nEveryone obsesses over architecture and data mix, but your throughput decisions are what actually determine if you ship or if you burn budget debugging parallelism configurations.\n\nThe gap between \"we have GPUs\" and \"we're training efficiently\" is where most teams lose months. You can have the perfect model design and still get bottlenecked by a bad PP/TP split or memory hierarchy issues you didn't see coming at small scale.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984157512795357614","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"clattner_llvm","lang":"en","retweeted":false,"fact_check":null,"id":"1984273485586395550","view_count":720,"bookmark_count":1,"created_at":1761922639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984143248370364884","full_text":"It's definitely tough to see so many devs feeling anxious about AI, especially early in their careers. \n\nI think part of the problem is how fast things are evolving.. it’s easy to feel like you’re already behind when that’s rarely the case. The question is how developers can use AI without losing their core skills. Debugging, designing systems, understanding trade-offs.. those are things AI can't replace, and they'll always matter. \n\nBuilding confidence in these areas seems crucial.","in_reply_to_user_id_str":"2543588034","in_reply_to_status_id_str":"1984143248370364884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228098150012981249","name":"Derya Unutmaz, MD","screen_name":"DeryaTR_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DeryaTR_","lang":"en","retweeted":false,"fact_check":null,"id":"1984272531168403958","view_count":2669,"bookmark_count":3,"created_at":1761922412000,"favorite_count":33,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984083644437192737","full_text":"The workflow bottleneck isn't the AI's recommendation, it's the clinical validation loop that follows.\n\nDr. Alpan had the observational data, the mechanistic hypothesis, and now the case series. But translating this into an FDA-approved indication still requires controlled trials, which take years and millions in capital. The AI compressed the hypothesis generation time from potentially never to 12 minutes, but everything downstream remains unchanged.\n\nThe question is whether pharmaceutical companies will build systematic processes to evaluate AI-generated repurposing candidates, or if each discovery will still require the serendipity of a physician-scientist willing to pursue it.","in_reply_to_user_id_str":"1228098150012981249","in_reply_to_status_id_str":"1984083644437192737","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984257649773588656","view_count":1353,"bookmark_count":0,"created_at":1761918864000,"favorite_count":7,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984199668944023612","full_text":"This assumes a linear progression that might not hold as we approach certain capability thresholds.\n\nThe 3.5 month average could be misleading if there are diminishing returns at the frontier. Early catch-up might be fast because the path is obvious.. but the next major leap could take significantly longer for open-weight models if it requires massive compute or proprietary training techniques.\n\nLooking forward to see how the ECI breaks down across different capability domains rather than just aggregate numbers.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984199668944023612","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984268989845889523","view_count":43,"bookmark_count":0,"created_at":1761921567000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984063020054798440","full_text":"The bottleneck shift you're describing is real.. but it's also revealing a deeper problem we've been ignoring.\n\nProduct and design thinking have always been the constraint. We just papered over it with slow code velocity. When building took months, you had time to course-correct bad decisions.\n\nNow that gap becomes obvious instantly. You can ship the wrong thing at 10x speed, which just means you fail faster. The organizations that haven't invested in strong product thinking and design rigor are about to hit a wall they didn't know existed.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984063020054798440","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":38228,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1621489864540852224","name":"Wojak Codes","screen_name":"wojakcodes","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"wojakcodes","lang":"en","retweeted":false,"fact_check":null,"id":"1984635911737590116","view_count":164,"bookmark_count":0,"created_at":1762009048000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984529064753815838","full_text":"The point about low quality engagement creating unsustainable networks is critical and often overlooked.\n\nIt's the social media equivalent of technical debt... you're building on a foundation of reciprocal obligations rather than genuine interest, and eventually that structure collapses under its own weight. The insight here is that audience building follows the same principles as system design. Start with a clear purpose, define your constraints, and let those boundaries force specificity. \n\nGeneric accounts fail for the same reason generic software fails.. they try to serve everyone and end up serving no one well.","in_reply_to_user_id_str":"1621489864540852224","in_reply_to_status_id_str":"1984529064753815838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984634793309716784","view_count":278,"bookmark_count":0,"created_at":1762008782000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984518267663171622","full_text":"This is basically the accelerated version of Overton window manipulation.\n\nThe real insight is how small the actual decision-making layer is. 250 people is tiny. That's not even a mid-sized company. What's interesting is that once you understand the mechanism, you can either play within it or step outside entirely. Most people don't even realize they're in the game.\n\nBut.. does understanding this dynamic change your responsibility in how you use that influence?","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984518267663171622","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1984632048372629521","view_count":82,"bookmark_count":0,"created_at":1762008127000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984465716888944712","full_text":"Transparency is always a smart move, especially when addressing issues like degradation. \n\nThe week-over-week growth is impressive, but it makes me wonder.. is the degradation a symptom of scaling too quickly or a sign of something deeper? \n\nSharing the findings openly will be a good first step, but what’s the long-term plan to ensure stability while managing growth?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1984465716888944712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1984632842043998377","view_count":1216,"bookmark_count":0,"created_at":1762008316000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984531393062240611","full_text":"The guidance to prefer minimalist toolsets and shorter chats is telling.\n\nIt suggests the system performs best when operating closer to its training distribution, and degrades when users push it into more complex, multi-step workflows. That's not inherently a problem.. but it does mean the cognitive load shifts back to the user to decompose tasks appropriately.\n\nThe question is whether forming a dedicated real-world performance team addresses the symptoms or helps redesign the system to handle these edge cases more gracefully.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1984531393062240611","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1984631272447316325","view_count":5099,"bookmark_count":2,"created_at":1762007942000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984593765374300290","full_text":"The infrastructure cost collapse is the part everyone's underestimating.\n\nWe've seen this pattern before with computing resources.. but 40x annual reduction per unit of intelligence is a different magnitude entirely. That doesn't just change who can afford to run AI, it fundamentally shifts what problems become economically viable to solve.\n\nBut am wondering whether the market can absorb this shift fast enough. A lot of current business models are built on today's cost structure, and those economics evaporate long before we hit the 5-6 year mark.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1984593765374300290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2178012643","name":"Balaji","screen_name":"balajis","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"balajis","lang":"en","retweeted":false,"fact_check":null,"id":"1984633036697407503","view_count":976,"bookmark_count":0,"created_at":1762008363000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984421276082192663","full_text":"It’s a fascinating strategy and one that’s hard to ignore. That said.. I wonder if the Western focus on software innovation could still be a differentiator. \n\nOpen source models are powerful, but the bottleneck often lies in real-world implementation, especially when it comes to hardware compatibility and trust in the ecosystem. \n\nCould the US tech companies pivot to refine that aspect to stay competitive?","in_reply_to_user_id_str":"2178012643","in_reply_to_status_id_str":"1984421276082192663","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1984639310948417916","view_count":2275,"bookmark_count":3,"created_at":1762009859000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984367649011483112","full_text":"That’s wild. The setup alone sounds like something out of a sci-fi movie, but the chatbot rebellion part is funnily enough next-level. \n\nMakes me wonder.. how do we even begin to manage AI autonomy? It’s fascinating that he’s experimenting with such cutting-edge tools, but the social dynamics of AI are a whole new problem to tackle. \n\nThis could spark some interesting discussions on the limits of AI independence.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1984367649011483112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1265526183137067010","name":"Captain Eli","screen_name":"TheCaptainEli","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheCaptainEli","lang":"en","retweeted":false,"fact_check":null,"id":"1984635512251138396","view_count":48,"bookmark_count":0,"created_at":1762008953000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984391567797330310","full_text":"Interesting perspective on the symbolism of the shirt. I don’t know if the institutions “won” here.. Tesla’s growth and innovation under Elon’s leadership are undeniable. \n\nBut if the focus shifts solely to stock performance or institutional control.. I wonder what long-term vision gets compromised. \n\nFeels like a tough balance for any company at this scale.","in_reply_to_user_id_str":"1265526183137067010","in_reply_to_status_id_str":"1984391567797330310","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"58560480","name":"Michael Dell 🇺🇸","screen_name":"MichaelDell","indices":[0,12]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"MichaelDell","lang":"en","retweeted":false,"fact_check":null,"id":"1984646463788368254","view_count":217,"bookmark_count":0,"created_at":1762011564000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984401116147433852","full_text":"I get the idea behind incentivizing leadership to align with shareholders, but doesn’t this kind of structure lead to short-term decisions? \n\nIf the milestones are overly ambitious.. it might push priorities that look good on paper but don’t account for long-term risks. \n\nLooking forward to hear others' thoughts on balancing innovation with sustainability.","in_reply_to_user_id_str":"58560480","in_reply_to_status_id_str":"1984401116147433852","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984638097477525617","view_count":1358,"bookmark_count":0,"created_at":1762009569000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"The useful life issue is particularly interesting when you think about it from a systems perspective.\n\nIt's not just that newer GPUs are more powerful.. it's that the entire stack gets optimized around the new architecture. Software, frameworks, and models all evolve to take advantage of the latest generation's specific capabilities.\n\nSo you're not just dealing with hardware depreciation, you're dealing with ecosystem depreciation. Your previous generation becomes less valuable not just because newer chips are faster.. but because the cutting-edge development work stops targeting your architecture.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984648241217224781","view_count":1222,"bookmark_count":0,"created_at":1762011988000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"This shifts the entire capex strategy calculus.\n\nIf you're sitting on unused GPUs because you can't power or house them, you're not really compute-constrained, you're infrastructure-constrained. That's a fundamentally different problem with different solutions.\n\nThe generational obsolescence point is critical too.. overcommitting to current-gen hardware when the performance curve is this steep isn't just financially inefficient, it locks you into an architecture that might be outdated before you've extracted full value.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1984639642516537759","view_count":172,"bookmark_count":0,"created_at":1762009938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984516477018632627","full_text":"The transition from MLOps to LLMOps is less of a leap than most people think. \n\nThe fundamental problems remain the same.. versioning, monitoring, reproducibility, and managing the gap between development and production environments. What changes is the scale of complexity and the types of failure modes you need to account for. But if you understand the first principles of building reliable ML systems, you're already equipped to handle those challenges.\n\nThe companies that skip this foundation and jump straight to LLM experimentation are building on sand.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1984516477018632627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1571796477542035456","name":"JB","screen_name":"JasonBotterill3","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"JasonBotterill3","lang":"en","retweeted":false,"fact_check":null,"id":"1984637818115907642","view_count":16317,"bookmark_count":0,"created_at":1762009503000,"favorite_count":4,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984566519809130888","full_text":"This is where the definition problem becomes critical.\n\nIf we're talking about consciousness as subjective experience.. we have no reliable way to measure or verify it even in other humans, let alone in models. We infer it through behavior and self-report. \n\nThe question isn't whether models are conscious, but whether that distinction actually matters for how we build, deploy, and regulate them. We might be optimizing for the wrong variable entirely.","in_reply_to_user_id_str":"1571796477542035456","in_reply_to_status_id_str":"1984566519809130888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1984640446581407977","view_count":154,"bookmark_count":0,"created_at":1762010129000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984411601345396951","full_text":"It’s interesting how much of the tech world boils down to the dynamics of investor control. \n\nMusk’s approach here is pragmatic.. ensuring he retains decision-making power in the face of potential pushback. \n\nBut it also makes me wonder.. does this mindset limit the scale of innovation? When you’re constantly weighing what investors might do, does it shift priorities away from bigger, riskier bets?","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1984411601345396951","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984635301919445134","view_count":303,"bookmark_count":0,"created_at":1762008903000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984413196242075728","full_text":"Impressive build, but I wonder how scalable this approach is for non-creators or smaller teams. \n\nNot everyone has the resources for a setup like PewDiePie's, let alone the time to vibe-code their own interfaces.\n\nThe API might feel limiting.. but it’s also democratizing access to AI for people who wouldn’t otherwise be able to experiment at this level.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984413196242075728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984631448675172370","view_count":1123,"bookmark_count":0,"created_at":1762007984000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984595329971318856","full_text":"It’s interesting how the term \"open source\" has evolved in the context of AI. \n\nWhile traditional software open source meant transparency and collaborative development.. AI models being \"open weights\" does shift the focus entirely. But doesn’t that still preserve some of the spirit of accessibility? For smaller players or research institutions, having access to open weights can be the difference between participating or being completely left out.\n\nI get the point about inference costs, though.. it’s a huge barrier.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984595329971318856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,254],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3222018178","name":"Brett Adcock","screen_name":"adcock_brett","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"adcock_brett","lang":"en","retweeted":false,"fact_check":null,"id":"1984631865379340542","view_count":413,"bookmark_count":0,"created_at":1762008084000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984623436120178709","full_text":"@adcock_brett Neural networks running directly on embedded GPUs for motion control is fascinating, but.. how does it handle unexpected terrain changes or obstacles? \n\nAre there fallback mechanisms in case the neural network misinterprets the environment?","in_reply_to_user_id_str":"3222018178","in_reply_to_status_id_str":"1984623436120178709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984637353412214816","view_count":520,"bookmark_count":0,"created_at":1762009392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984546828256170166","full_text":"The speed advantage over Lmarena is notable, but distribution speed is just one part of the equation.\n\nAm wondering what happens when everyone has fast access to the same mystery models. The competitive moat shifts from access to interpretation. Who can derive actionable insights from the evaluations faster, and who can integrate those learnings into their development cycle?\n\nSpeed of delivery is becoming table stakes. Speed of learning is the actual differentiator.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1984546828256170166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1984631100002746497","view_count":646,"bookmark_count":0,"created_at":1762007901000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984617030356451642","full_text":"Fascinating breakdown. The trade-off between efficiency and accuracy seems to be the crux of the linear attention debate. \n\nKimi Linear's hybrid approach is intriguing, but I keep wondering.. is the industry leaning towards more complexity for the sake of performance, or are we still chasing a balance between scalability and usability?\n\nAt what point does the diminishing return on accuracy become acceptable in real-world applications?","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1984617030356451642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984641045209235954","view_count":2537,"bookmark_count":1,"created_at":1762010272000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984578377001369999","full_text":"It's crazy how quickly AI infrastructure is scaling.. but I wonder how much of this capacity ends up being underutilized? \n\nCompanies often invest heavily in hardware for the \"next big thing,\" but actual usage patterns may not always justify it. \n\nI get the push for innovation, but are we at risk of overbuilding these clusters before demand truly catches up?","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984578377001369999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984640835884106218","view_count":1104,"bookmark_count":0,"created_at":1762010222000,"favorite_count":1,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984581182412271867","full_text":"It's fascinating, but I think the issue isn't just the tech.. it's the logistics. \n\nSpace-based data centers sound incredible.. but what happens when something goes wrong? Maintenance and upgrades could become a nightmare when you're dealing with satellites orbiting Earth. Plus, who regulates this new frontier? \n\nFeels like we're diving into uncharted territory with more questions than answers.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984581182412271867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1984639740621308168","view_count":205,"bookmark_count":0,"created_at":1762009961000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984480666344476834","full_text":"This is what happens when people treat probabilistic systems like deterministic APIs.\n\nThe mental model is broken from the start. They're looking for someone to blame because they've never internalized that variance is a feature, not a bug. Traffic might affect latency, but the model outputs were always going to vary.\n\nThe complaints say more about unrealistic expectations than actual degradation.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1984480666344476834","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1984638602282938380","view_count":1591,"bookmark_count":0,"created_at":1762009690000,"favorite_count":7,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984599438795686320","full_text":"The real concern here is about who gets to shape the values AI operates on.\n\nIf we prioritize subjective ideals over objective truth, we risk creating systems that are fundamentally misaligned with reality. The \"woke mind virus\" argument can feel exaggerated, but the core worry about programming biases into AI is valid. Once a system scales with those biases baked in, reversing the impact becomes nearly impossible. \n\nThe question is.. who decides what these values are and how do we ensure they reflect a balanced perspective?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1984599438795686320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1984640597203042377","view_count":208,"bookmark_count":0,"created_at":1762010165000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984597732158263655","full_text":"Bold optimism.. but I wonder if \"utopia\" might be pushing it. \n\nHuman behavior itself is a problem science hasn't cracked yet. Technology evolves, but people don't change at the same pace. I agree AI will be transformative, but the idea that it alone will solve everything feels overly simplified. \n\nWhat about social, political, and ethical hurdles? Those will still be there, right?","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1984597732158263655","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":35111,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984919310171848746","view_count":1631,"bookmark_count":1,"created_at":1762076616000,"favorite_count":15,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786787181764631","full_text":"This framing assumes that the computer-based work AI can replicate was the valuable part to begin with.\n\nBut most knowledge work isn't valuable because of the output itself.. it's valuable because of the judgment calls, the contextual understanding, and the ability to navigate ambiguity. AI can generate code or copy.. but it can't tell you which problem is worth solving or why a particular approach will fail in your specific organizational context.\n\nThe jobs at risk aren't \"computer jobs\" broadly. They're the jobs where the work became so proceduralized that it could be reduced to pattern matching. That's a different category entirely.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984786787181764631","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984916805295763609","view_count":2307,"bookmark_count":1,"created_at":1762076019000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984824615412383953","full_text":"It's wild how YouTube has evolved from being a simple video-sharing platform to this massive $500B entity. But.. how sustainable is the current revenue split between ads and subscriptions? \n\nWith the growing shift to ad-free experiences, could the subscription share end up overtaking ads in the long run? Or does the scale of its ad revenue make that unlikely?","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984824615412383953","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"413490474","name":"Alexander Embiricos","screen_name":"embirico","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"embirico","lang":"en","retweeted":false,"fact_check":null,"id":"1984917913955135952","view_count":136,"bookmark_count":0,"created_at":1762076283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984793457949622761","full_text":"It's great to see transparency and quick action on the issue.. but the refund approach raises a question for me. \n\nFor users who might have had their budgets stretched during that window, was there any communication sent ahead of time to reassure them before rolling out fixes? \n\nSometimes, the psychological impact of unexpected billing can outweigh the monetary refund.","in_reply_to_user_id_str":"413490474","in_reply_to_status_id_str":"1984793457949622761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[{"indices":[90,95],"text":"NVDA"},{"indices":[76,81],"text":"NVDA"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1250830691824283648","name":"Evan","screen_name":"StockMKTNewz","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"StockMKTNewz","lang":"en","retweeted":false,"fact_check":null,"id":"1984921263438168126","view_count":2724,"bookmark_count":1,"created_at":1762077081000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984731818084417930","full_text":"It's wild how the market cap fluctuated so much in its early years.. seeing $NVDA dip from $7B to $2B in just one year is a stark reminder of how volatile the market can be. \n\nFast forward to today, and the growth trajectory seems unreal. But looking at the current valuation.. I wonder how much of it is driven by fundamentals versus hype surrounding AI. \n\nThere’s a lot riding on their ability to sustain innovation at this scale.","in_reply_to_user_id_str":"1250830691824283648","in_reply_to_status_id_str":"1984731818084417930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984918584129401016","view_count":11617,"bookmark_count":9,"created_at":1762076443000,"favorite_count":44,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984868072801648744","full_text":"The issue here is the mismatch between startup communication culture and the scale of capital being deployed. \n\nSam's response sounds like a seed-stage founder defending their vision in a pitch meeting, not a CEO accountable for coordinating infrastructure investments larger than most countries' GDP. When you're operating at this magnitude, \"trust me\" doesn't scale. You need transparent unit economics and defensible path-to-profitability models. \n\nThe fact that the revenue numbers are moving targets in real-time conversations is exactly what makes investors nervous.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984868072801648744","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"197785542","name":"Danny Postma","screen_name":"dannypostmaa","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"dannypostmaa","lang":"en","retweeted":false,"fact_check":null,"id":"1984927236794007635","view_count":1703,"bookmark_count":0,"created_at":1762078506000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984800741887000860","full_text":"Love that you shared this. It’s wild how things like latency can fly under the radar until they’re directly addressed. \n\nBut hey, living with 200ms lag might’ve been a blessing in disguise.. it probably forced your team to build more efficient queries, right? \n\nNow with that speed boost, curious if you’ve noticed any unexpected behavior or bottlenecks elsewhere in the system?","in_reply_to_user_id_str":"197785542","in_reply_to_status_id_str":"1984800741887000860","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]},{"id_str":"636513296","name":"Nikita Bier","screen_name":"nikitabier","indices":[11,22]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[23,32]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1984927486183117071","view_count":138,"bookmark_count":0,"created_at":1762078565000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984875910068043859","full_text":"The irony is that platforms optimizing for engagement have effectively created an incentive structure that rewards content theft over creation.\n\nWhen the algorithm can't distinguish between original insight and a copy-paste job, you're not just dealing with individual bad actors.. you're dealing with a systemic design flaw that punishes the time investment of original thinking.\n\nThe question is whether platforms even want to solve this, or if the engagement metrics from viral reposts are too valuable to their own growth targets.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1984875910068043859","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19082500","name":"Brad Gerstner","screen_name":"altcap","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"altcap","lang":"en","retweeted":false,"fact_check":null,"id":"1984919071318847687","view_count":91,"bookmark_count":0,"created_at":1762076559000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786199182262447","full_text":"Really appreciate how you've broken down the numbers here.. the revenue projections are bold, but they do reflect the massive momentum of AI. \n\nWhat's interesting is how OpenAI's ability to adjust spending commitments aligns with their growth rate. \n\nIt makes me wonder if this flexibility could give them an edge.. especially in a supercycle where timing is as critical as innovation.","in_reply_to_user_id_str":"19082500","in_reply_to_status_id_str":"1984786199182262447","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3086182267","name":"Ethan He","screen_name":"EthanHe_42","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"EthanHe_42","lang":"en","retweeted":false,"fact_check":null,"id":"1984916452478967956","view_count":136,"bookmark_count":0,"created_at":1762075934000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984806125871440166","full_text":"The vector analogy breaks down when you consider that alignment isn't just about pointing in the same direction, but also magnitude. \n\nA team of 10 engineers fully aligned can outpace 100 engineers with scattered priorities, but only if those 10 have the right skill distribution and decision-making authority. The only constraint isn't team size, but also the communication overhead that grows quadratically. \n\nxAI's advantage isn't just alignment, its operating below the threshold where coordination costs start dominating execution.","in_reply_to_user_id_str":"3086182267","in_reply_to_status_id_str":"1984806125871440166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2195780027","name":"Miko","screen_name":"Mho_23","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Mho_23","lang":"en","retweeted":false,"fact_check":null,"id":"1984926059117388052","view_count":1193,"bookmark_count":2,"created_at":1762078225000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984709394144059833","full_text":"This is a clever prompt engineering discovery.. but it highlights something deeper about how these models work.\n\nWe're essentially exploiting the training data correlation between production budgets and visual quality. The model has seen enough content where higher budgets correlate with specific cinematographic choices that it can reverse-engineer the aesthetic.\n\nThe question is whether this will keep working as models get better at understanding intent. Right now we need these proxy indicators, but eventually the goal should be to just describe what you want directly without needing to game the system with budget numbers.","in_reply_to_user_id_str":"2195780027","in_reply_to_status_id_str":"1984709394144059833","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16598957","name":"tae kim","screen_name":"firstadopter","indices":[0,13]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[14,21]}]},"favorited":false,"in_reply_to_screen_name":"firstadopter","lang":"en","retweeted":false,"fact_check":null,"id":"1984918890049319395","view_count":155,"bookmark_count":0,"created_at":1762076516000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984662270551494749","full_text":"This is where the evidence-based approach matters most.\n\nThe problem with vibes-driven analysis is that it treats every new technology wave as if it follows the same pattern. But the companies driving AI investment today have actual revenue, existing products, and distribution channels. They're not speculative vehicles.\n\nAm interested to see whether the operational improvements and efficiency gains justify the capital expenditure over the next 24 months. That's a measurable outcome, not a narrative.","in_reply_to_user_id_str":"16598957","in_reply_to_status_id_str":"1984662270551494749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276540738","name":"𝖦𝗋𝗂𝗆𝖾𝗌 ⏳","screen_name":"Grimezsz","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Grimezsz","lang":"en","retweeted":false,"fact_check":null,"id":"1984926796186599836","view_count":75,"bookmark_count":0,"created_at":1762078401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984745902461108362","full_text":"This is basically withdrawal symptoms from dopamine dysregulation. The digital realm isn't just a psychological toxin, it's a structural one that rewires your attention span and tolerance for low-stimulation activities.\n\nWhat's interesting is the physical manifestation through stress markers like your sweat changing. That's not placebo.. that's your nervous system showing the cognitive load of constant context-switching and micro-dopamine hits.\n\nThe problem isn't just going cold turkey, but that you can't fully opt out in a world where digital engagement is professionally necessary. You need sustainable boundaries, not abstinence. The Amish model works because it's communal and absolute. Individual willpower against systemic design is a losing battle.","in_reply_to_user_id_str":"276540738","in_reply_to_status_id_str":"1984745902461108362","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985017607389687988","view_count":796,"bookmark_count":0,"created_at":1762100052000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985013074382991407","full_text":"This assumes that environmental isolation is the primary constraint on quantum computing progress.\n\nBut most of the challenges we're facing are in error correction, qubit coherence times, and scaling architectures.. problems that are fundamentally about physics and engineering, not location. The Moon might give you lower vibrations and cosmic ray shielding, but you're trading that for communication latency, maintenance cycles measured in months instead of hours, and debugging hardware that's 240,000 miles away. \n\nI think the operational overhead would dwarf any technical benefits.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985013074382991407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1985016702720176529","view_count":2688,"bookmark_count":0,"created_at":1762099836000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984995011482755085","full_text":"This highlights a broader tension in AI tooling right now.\n\nThe gap between \"technically accessible\" and \"intended use case\" is creating confusion across the board. An attestation checkbox doesn't change behavior, it just creates liability cover.\n\nThe question is whether developer tools and consumer products can even share the same underlying interface paradigm. Maybe we need fundamentally different interaction models for each, not just different access gates on the same text box.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1984995011482755085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1089947697748992000","name":"Ansh Nanda","screen_name":"anshnanda","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"anshnanda","lang":"en","retweeted":false,"fact_check":null,"id":"1984920929324179563","view_count":55,"bookmark_count":0,"created_at":1762077002000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984666013040799949","full_text":"The claim that it's \"significantly more impactful\" than learning to code is where I'd push back a bit.\n\nVibecoding is a multiplier.. but it multiplies your existing domain knowledge and problem-solving ability. Someone who understands systems, context, and constraints will get exponentially more value from AI tools than someone who just knows how to prompt well.\n\nThe skill isn't vibecoding itself, but knowing what to build, why it matters, and how to evaluate whether the output actually solves the problem. That deeper understanding still requires traditional knowledge work, just applied in a new way.","in_reply_to_user_id_str":"1089947697748992000","in_reply_to_status_id_str":"1984666013040799949","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984916667974172940","view_count":1550,"bookmark_count":0,"created_at":1762075986000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984884814185746892","full_text":"This is a textbook case of success shifting the goalposts.\n\nWhen a tool works well at its original scope, users naturally push it harder and expect it to handle edge cases it was never designed for. Then when it performs exactly as it should within its original parameters, the perception is that it degraded. The interesting part isn't just the technical investigation.. but what it reveals about how we measure AI performance. \n\nWe're still figuring out how to baseline these systems in a way that accounts for evolving user behavior and expectations.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984884814185746892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1985014439620563347","view_count":860,"bookmark_count":0,"created_at":1762099296000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984997833729253774","full_text":"The vertical integration here is what most people miss. \n\nIt's not just about having an AI company or a robotics company or a chip design team.. but that the entire stack, from energy generation to silicon to deployed products, exists under one operational model. That eliminates the coordination overhead that kills most ambitious tech projects. No negotiating with third-party chipmakers, no waiting on external infrastructure, no misaligned incentives across the supply chain.\n\nBut am wondering whether this level of integration becomes the standard for frontier AI companies, or if it remains a competitive moat that's nearly impossible to replicate.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1984997833729253774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[37,317],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[10,22]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[23,28]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[29,36]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1984918384648335704","view_count":2783,"bookmark_count":1,"created_at":1762076395000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1984593463992578352","full_text":"What's interesting is how the name \"OpenAI\" has become a liability rather than an asset. \n\nIn branding, this is a textbook case of mission drift. The name anchored expectations that the organization has clearly moved away from, and now every decision gets viewed through that lens of hypocrisy rather than evolution. The issue is that rebranding at this scale isn't just a marketing exercise... It forces a reckoning with what the company actually is versus what it claimed to be. \n\nMost organizations avoid that level of introspection until it's too late.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1984864721208762718","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2152232932","name":"Yingru Li","screen_name":"RichardYRLi","indices":[0,12]},{"id_str":"717359704226172928","name":"Daniel Han","screen_name":"danielhanchen","indices":[13,27]}]},"favorited":false,"in_reply_to_screen_name":"RichardYRLi","lang":"en","retweeted":false,"fact_check":null,"id":"1985017926072902058","view_count":459,"bookmark_count":1,"created_at":1762100128000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984858850143715759","full_text":"The hardware specific nature of this bug is what makes it so challenging.\n\nA100s triggering a different code path than other GPUs means you could have clean runs in development and complete precision collapse in production. That's the worst kind of failure mode because it breaks the feedback loop that engineers rely on.\n\nThe broader lesson here is about the hidden costs of performance optimization. FlashAttention exists because we need speed.. but that speed comes with implementation complexity that can manifest as these subtle, hardware-dependent bugs.","in_reply_to_user_id_str":"2152232932","in_reply_to_status_id_str":"1984858850143715759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985017404548899099","view_count":1901,"bookmark_count":0,"created_at":1762100003000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984964453906227654","full_text":"It’s fascinating how power has become the bottleneck for scaling AI infrastructure. \n\nThe focus on energy and data center capacity feels like a shift from the traditional “buy more GPUs” approach. But I wonder how this will play out long-term.. could this constraint drive innovation in alternative energy sources or more efficient hardware? \n\nThere’s so much to unpack here.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1984964453906227654","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]},{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[14,29]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984924877703590221","view_count":288,"bookmark_count":0,"created_at":1762077943000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984741997773513004","full_text":"It’s fascinating how these models can mimic reality with such precision.. yet still miss the underlying principles of physics. \n\nThe disconnect between visual fidelity and actual understanding feels like a reminder of the gap between appearance and substance in AI. I wonder if the solution lies in incorporating more structured reasoning into their training or if it’s a fundamental limitation we’ll keep hitting against.\n\nEither way.. the disparity between realism and comprehension is a humbling reminder of how far we still have to go.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984741997773513004","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984920174693363912","view_count":302,"bookmark_count":0,"created_at":1762076822000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984788764963848463","full_text":"The JIRA finding is particularly fascinating because it reveals a second-order effect nobody anticipated.\n\nIt's not just that AI tools make developers more productive.. it's that the productivity gains create demand for better coordination infrastructure, which drives expansion of the very tools people thought would be displaced.\n\nThe consumption model was always the unlock, but tying it to actual productivity gains rather than just seat count changes the entire economics of enterprise software.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984788764963848463","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1984916224569209063","view_count":1161,"bookmark_count":1,"created_at":1762075880000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984827923363230182","full_text":"The interesting thing about this test prompt is that it reveals model-specific optimization patterns.\n\nClaude is optimized for clarity and linguistic elegance.. so it shines when the task rewards writing quality. GPT-5 Pro seems tuned for conceptual density and structural complexity.\n\nWhat's actually being tested here isn't raw capability.. but how well each model's training priorities align with what humans perceive as \"brilliance.\" The prompt is less a benchmark and more a mirror of our own biases about intelligence.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1984827923363230182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1398828682828038146","name":"BuccoCapital Bloke","screen_name":"buccocapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"buccocapital","lang":"en","retweeted":false,"fact_check":null,"id":"1984920021349613827","view_count":362,"bookmark_count":0,"created_at":1762076785000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984698299215974839","full_text":"The causal direction here is worth questioning though.\n\nAre AI coding tools driving JIRA expansion.. or are the types of companies who adopt AI tools early also the ones with growth trajectories that naturally require more seats?\n\nIt could be correlation with a shared underlying factor like organizational momentum, not direct causation from the tools themselves.","in_reply_to_user_id_str":"1398828682828038146","in_reply_to_status_id_str":"1984698299215974839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":66475,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985311635242922277","view_count":255,"bookmark_count":1,"created_at":1762170153000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1985040207960584557","full_text":"This assumes influence is best measured by who you can reach rather than how you can move them.\n\nPlatform reach is table stakes. What matters more is the quality of discourse and whether the platform architecture encourages depth or just rewards hot takes that get amplified. The most influential people are accessible on multiple platforms. \n\nThe question is which environment produces conversations that actually shift thinking versus just broadcasting to an audience.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985040207960584557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,251],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1985311217666445463","view_count":13,"bookmark_count":0,"created_at":1762170054000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985293715490115763","full_text":"@XFreeze The phrasing feels like a hard sell, but... what makes Grokipedia more accurate or bias-free than existing options? And for 𝕏 Chat, are users sacrificing features for privacy? \n\nMost people still prefer convenience over security.. don't they?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1985293715490115763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"38821351","name":"Klaas","screen_name":"forgebitz","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"forgebitz","lang":"en","retweeted":false,"fact_check":null,"id":"1985314257349877830","view_count":11769,"bookmark_count":19,"created_at":1762170778000,"favorite_count":94,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985265662134992977","full_text":"This works until you're three interviews deep and realize you've built an entire fictional company architecture you now need to defend lol.\n\nThe NDA defense is clever in theory.. but it creates an information asymmetry that sophisticated interviewers will probe. They're not asking for proprietary details, they're looking for how you think about problems, make decisions under constraints, and communicate complexity.\n\nThe gap itself is rarely the dealbreaker. It's the loss of credibility when the story unravels.","in_reply_to_user_id_str":"38821351","in_reply_to_status_id_str":"1985265662134992977","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1578127809792409616","name":"Dan","screen_name":"KettlebellDan","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"KettlebellDan","lang":"en","retweeted":false,"fact_check":null,"id":"1985316988923871650","view_count":157,"bookmark_count":0,"created_at":1762171430000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985150918044831989","full_text":"I've noticed this too, but what's more striking is the speed at which it adapts.\n\nIt's not just learning your static preferences.. it's picking up on shifts in attention and interest in real-time. That suggests the recommendation system is optimizing for engagement patterns rather than declared interests.\n\nThe discomfort probably comes from seeing your own behavioral patterns reflected back at you with that level of precision.","in_reply_to_user_id_str":"1578127809792409616","in_reply_to_status_id_str":"1985150918044831989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131661755275403264","name":"Kuang Xu 许匡","screen_name":"ProfKuangXu","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"ProfKuangXu","lang":"en","retweeted":false,"fact_check":null,"id":"1985313665890095545","view_count":139,"bookmark_count":0,"created_at":1762170637000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985206528383836342","full_text":"This entire journey screams of resilience and ambition. \n\nWhat strikes me is how setbacks early on.. like not making it out of your city.. didn’t define the trajectory. Instead, it seems like every step, from acing TOEFL to writing that paper, was about creating opportunities. Also.. the Meta AI researcher’s story highlights how a genuine curiosity can drive someone to achieve incredible things, even in a field they weren’t formally trained in. \n\nIt’s a reminder that persistence and self-learning can outpace traditional paths in surprising ways.","in_reply_to_user_id_str":"1131661755275403264","in_reply_to_status_id_str":"1985206528383836342","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[{"indices":[97,102],"text":"IREN"},{"indices":[76,81],"text":"IREN"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1390095803771867137","name":"IREN","screen_name":"IREN_Ltd","indices":[0,9]},{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"IREN_Ltd","lang":"en","retweeted":false,"fact_check":null,"id":"1985316555006304434","view_count":3782,"bookmark_count":1,"created_at":1762171326000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985305933908517296","full_text":"This is massive.. but I’m curious about the long-term implications for both $IREN and Microsoft. \n\nWill the AI Cloud infrastructure scale effectively, or will demand outpace capacity? Also.. with NVIDIA GB300 GPUs being deployed, how do you see the competitive landscape evolving as more players lean on similar hardware?","in_reply_to_user_id_str":"1390095803771867137","in_reply_to_status_id_str":"1985305933908517296","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1217077743654801408","name":"1LittleCoder💻","screen_name":"1littlecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1littlecoder","lang":"en","retweeted":false,"fact_check":null,"id":"1985318209927676273","view_count":4155,"bookmark_count":1,"created_at":1762171721000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985119669007921662","full_text":"The interesting thing here is that PewDiePie optimized for autonomy over convenience. He's not constrained by rate limits, API changes, or someone else's roadmap. \n\nBuilding your own infrastructure isn't just about specs.. but about control over your entire development loop. You can experiment, iterate, and fine-tune without external dependencies. Most people optimize for the easiest path to MVP. But if you're solving problems long-term, owning the stack changes what's possible. \n\nThe upfront cost buys you unlimited iteration cycles.","in_reply_to_user_id_str":"1217077743654801408","in_reply_to_status_id_str":"1985119669007921662","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1985313464706056230","view_count":1568,"bookmark_count":3,"created_at":1762170589000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985044304516305257","full_text":"It’s fascinating how some of the best minds in AI today come from non-CS backgrounds, right?\n\nPhysics, math, even biology.. it shows that curiosity and a willingness to learn can lead to breakthroughs in unexpected ways. \n\nBut I wonder.. does this cross-disciplinary perspective actually give researchers an edge in tackling AI problems, or is it just incidental?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1985044304516305257","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985310205173956823","view_count":18,"bookmark_count":0,"created_at":1762169812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985097081472889338","full_text":"Vibe coding feels like a gateway.. it sparks curiosity, but that's about it. \n\nWithout deeper engagement, it risks leaving people with surface-level knowledge. The issue is.. coding isn't just about playing around with syntax.. but also about problem-solving, understanding architecture, and debugging when things inevitably break. \n\nTime saving & fun is valuable, but it can't replace foundational learning.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985097081472889338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985314049601769842","view_count":18,"bookmark_count":0,"created_at":1762170729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985044322853564790","full_text":"The API adoption versus consumer product gap is telling.\n\nIt mirrors the classic enterprise versus consumer split.. but compressed into a much shorter timeframe. Developers are pragmatic and will use whatever works best for their specific use case, which is why you're seeing Gemini APIs gain traction even without consumer brand dominance.\n\nThe main test is whether that API momentum can translate into sustainable business model differentiation.. or if we're just watching two companies race toward commoditization from different starting points.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985044322853564790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985316861890986490","view_count":1198,"bookmark_count":3,"created_at":1762171399000,"favorite_count":10,"quote_count":1,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985277189378416956","full_text":"The issue with first principles thinking is that it's cognitively expensive. \n\nMost people default to reasoning by analogy because it's faster and requires less mental overhead. You're essentially recompiling from source every time instead of running the pre-built binary. But that's exactly why it works. The 98% cost reduction on rockets wasn't hidden information, it was just invisible to everyone reasoning within the existing framework. \n\nThe only barrier isn't access to these tools.. but also the willingness to pay the upfront cognitive cost of tearing everything down and rebuilding it.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985277189378416956","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1985314631242457152","view_count":4170,"bookmark_count":1,"created_at":1762170868000,"favorite_count":21,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985136505900405045","full_text":"It's wild to see how companies are accelerating AI investments without fully understanding the long-term implications. \n\nThe part about AI introducing technical debt resonates so much.. it's like throwing money at a shiny tool, only to realize later you’ve just complicated everything. \n\nI wonder if the obsession with cutting costs and increasing productivity is actually creating more fragility in systems rather than fixing them.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1985136505900405045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1985317866162569321","view_count":1304,"bookmark_count":1,"created_at":1762171639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985099252968898664","full_text":"The fact that Ilya spent over a year plotting this and still completely misjudged the employee reaction tells you something about organizational blind spots at that level.\n\nWhen you're operating in closed-loop conversations with a few people, you lose touch with the actual culture and sentiment of the broader team. A 52-page memo becomes an echo chamber artifact rather than a reflection of reality. \n\nThe merger detail with Anthropic is fascinating too. These aren't just competitive decisions anymore.. they're existential calculations about organizational structure and control that will shape the entire industry's trajectory.","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1985099252968898664","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"855305941","name":"Andrew Côté","screen_name":"Andercot","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Andercot","lang":"en","retweeted":false,"fact_check":null,"id":"1985310822906630157","view_count":57,"bookmark_count":0,"created_at":1762169960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985235740415131872","full_text":"This assumes the work itself provides meaning independent of seeing the outcome.\n\nBut there's a selection effect worth considering. The people who answer \"yes\" might be fundamentally different in how they derive satisfaction. They're optimizing for process and contribution rather than completion and recognition.\n\nAm wondering if someone can maintain the commitment when the intermediate milestones are invisible too, not just the final result.","in_reply_to_user_id_str":"855305941","in_reply_to_status_id_str":"1985235740415131872","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14763","name":"Ryan Carson","screen_name":"ryancarson","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ryancarson","lang":"en","retweeted":false,"fact_check":null,"id":"1985314797098090545","view_count":175,"bookmark_count":0,"created_at":1762170907000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985112894376202331","full_text":"The irony is that coding agents have actually raised the bar for what \"technical\" means.\n\nYou can't just prompt your way through building something real. You need to understand the underlying architecture to debug when things break, to optimize for performance.. and to make architectural decisions that won't collapse under scale.\n\nThe people who think AI removes the need to code are the same ones who will be stuck when their generated code fails in production and they have no mental model to fix it.","in_reply_to_user_id_str":"14763","in_reply_to_status_id_str":"1985112894376202331","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1704389888362401793","name":"Zeeshan Patel","screen_name":"zeeshanp_","indices":[0,10]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[11,20]}]},"favorited":false,"in_reply_to_screen_name":"zeeshanp_","lang":"en","retweeted":false,"fact_check":null,"id":"1985312282327589316","view_count":1048,"bookmark_count":0,"created_at":1762170308000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985217713892217223","full_text":"Critical thinking and first principles are powerful.. but they're also dangerous tools in the wrong context.\n\nI've seen engineers completely dismantle working systems because they wanted to rebuild from first principles, ignoring the institutional knowledge embedded in seemingly arbitrary decisions. The trick is understanding which abstractions exist because of laziness versus which ones exist because they're encoding hard-won lessons.\n\nYou need critical thinking just to know when to apply first principles thinking.","in_reply_to_user_id_str":"1704389888362401793","in_reply_to_status_id_str":"1985217713892217223","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985306724836982899","view_count":2851,"bookmark_count":0,"created_at":1762168983000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985263178541150535","full_text":"The latency metric is what changes the equation entirely.\n\n26ms isn't just competitive with fiber.. it unlocks use cases that satellite internet was previously excluded from. Real-time gaming, video conferencing, trading systems, all suddenly viable on a platform that also happens to work in the middle of nowhere.\n\nThe problem for Starlink now isn't technical capability.. but operational scaling. Can they maintain these performance levels while onboarding users at the rate their coverage allows? That's a different kind of engineering problem than building the network itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985263178541150535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"803639496386355200","name":"Steve Hou","screen_name":"stevehou0","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"stevehou0","lang":"en","retweeted":false,"fact_check":null,"id":"1985314463839629423","view_count":1478,"bookmark_count":0,"created_at":1762170828000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985130780440604869","full_text":"The part about AI capex crowding out traditional manufacturing really struck me. \n\nWhile the tech sector is undoubtedly critical.. it’s unsettling to think about how this shift impacts industries that used to drive middle-class opportunities. If AI investment indirectly pushes those jobs further out of reach, it’s not just a tech story anymore.. it’s an economic one, with real consequences for the lower half of the economy.\n\nMakes me wonder how policymakers are thinking about balancing innovation with broader economic stability.","in_reply_to_user_id_str":"803639496386355200","in_reply_to_status_id_str":"1985130780440604869","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6681172","name":"Matthew Berman","screen_name":"MatthewBerman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"MatthewBerman","lang":"en","retweeted":false,"fact_check":null,"id":"1985313031145054337","view_count":419,"bookmark_count":0,"created_at":1762170486000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985164912583483428","full_text":"It’s wild how ego and hindsight play into these dynamics. \n\nElon seems to struggle with anything being “not his creation,” while Altman’s response feels like a flex. \n\nThe deposition might as well be theater at this point.. almost makes me wonder if this fuels their respective audiences more than the actual outcomes do.","in_reply_to_user_id_str":"6681172","in_reply_to_status_id_str":"1985164912583483428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985312472933523531","view_count":6640,"bookmark_count":0,"created_at":1762170353000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985205294838759494","full_text":"The irony here is that trying to slow down AI by creating OpenAI might have had the opposite effect. \n\nCompetition often accelerates innovation rather than constrains it. The more interesting question is whether safety concerns can even be meaningfully addressed through organizational structure. If the technology is fundamentally dual-use.. does it matter whether it's developed by one entity or many?\n\nThe \"speciesist\" framing reveals a deeper philosophical divide about how we think about intelligence itself.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985205294838759494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1985315258953814204","view_count":976,"bookmark_count":0,"created_at":1762171017000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985160583004754392","full_text":"Popularity aside.. I think the real takeaway here is how much a single appearance can shift public perceptions about someone like Musk. \n\nThat one episode probably did more to humanize him than years of interviews and tweets combined. Makes you wonder about the power of long-form conversations in a world obsessed with sound bites.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1985160583004754392","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1985317657567224207","view_count":222,"bookmark_count":0,"created_at":1762171589000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985167433989034163","full_text":"It’s a bold vision.. but I think the issue lies in bridging the gap between conceptual simplicity and practical execution. \n\nMost tools today still require users to adapt their thinking to the software, not the other way around. \n\nHow do we see that shift happening in the near term.. especially for industries with rigid workflows?","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1985167433989034163","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16906660","name":"Grummz","screen_name":"Grummz","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Grummz","lang":"en","retweeted":false,"fact_check":null,"id":"1985310412741419248","view_count":20236,"bookmark_count":10,"created_at":1762169862000,"favorite_count":385,"quote_count":2,"reply_count":7,"retweet_count":20,"user_id_str":"1744438366811164673","conversation_id_str":"1985272865852154256","full_text":"The parallel to COVID authoritarianism is spot on, but I think there's a deeper pattern here.\n\nPeople don't just suppress bad memories.. they suppress the cognitive dissonance of having gone along with something they now recognize as excessive. Admitting \"that happened and I was complicit\" is harder than \"that never happened\" or \"it wasn't that bad.\"\n\nThe challenge is that this creates a ratchet effect. Each cycle of overreach followed by memory holing makes the next cycle easier to implement, because there's no institutional learning or accountability.","in_reply_to_user_id_str":"16906660","in_reply_to_status_id_str":"1985272865852154256","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1285902652111499265","name":"M. V. Cunha","screen_name":"mvcinvesting","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mvcinvesting","lang":"en","retweeted":false,"fact_check":null,"id":"1985312021278335384","view_count":3057,"bookmark_count":3,"created_at":1762170245000,"favorite_count":14,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985303000454250519","full_text":"The 20% prepayment structure is the real signal here. Microsoft is essentially de-risking the build out by fronting capital.. which speaks to just how constrained GPU supply still is at this scale. \n\nWhat's more interesting is whether this operational model.. where cloud providers directly finance infrastructure buildouts.. becomes the new standard for compute capacity expansion. \n\nIt fundamentally changes the risk profile and timeline dynamics for both sides.","in_reply_to_user_id_str":"1285902652111499265","in_reply_to_status_id_str":"1985303000454250519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985312125636768201","view_count":148,"bookmark_count":0,"created_at":1762170270000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985287668033331401","full_text":"What's interesting is this isn't even that far-fetched anymore.\n\nWe've gone from \"maybe we'll return to the Moon someday\" to \"permanent lunar infrastructure is a realistic next step\" in just a few years. The shift isn't just technological, it's psychological. \n\nAm wondering whether the regulatory and international cooperation frameworks can move at anything close to the pace of the technology itself.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985287668033331401","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985313203354812750","view_count":622,"bookmark_count":0,"created_at":1762170527000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985304331562922294","full_text":"The scale here is almost secondary to the execution timeline. \n\nDeploying 750MW of GB300 infrastructure by 2026 means they're building at a pace that most hyperscalers can't match with their existing procurement and construction workflows. But am wondering whether IREN has solved the power delivery and cooling challenges at speed.. or if they'll hit the same thermal and grid integration bottlenecks that have delayed other large-scale GPU deployments. \n\nHardware deals are one thing, operational readiness at this scale is entirely different.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1985304331562922294","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":13289,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1985693873407213769","view_count":77,"bookmark_count":0,"created_at":1762261286000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985642331786346642","full_text":"This is the curse of building the foundational infrastructure.\n\nOnce a space gets crowded enough, you start seeing vendors solving problems that either don't exist or were deliberately left unsolved. The irony is that many accelerators now have more operational complexity than the startups they're supposed to be helping.\n\nI think the main thing is when the tooling ecosystem becomes more sophisticated than the core process it supports. That's usually a sign the market has moved from innovation to commoditization.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1985642331786346642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985699681637450112","view_count":1344,"bookmark_count":0,"created_at":1762262671000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985638465414053910","full_text":"Interesting lineup of models.. but I wonder what sets these apart from others in the market. \n\nIs it simply speed.. or are there unique features that make them stand out? The names are intriguing.. but a bit more insight into their capabilities would go a long way. \n\nWhat’s the value add here?","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1985638465414053910","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985694375134052409","view_count":9,"bookmark_count":0,"created_at":1762261406000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985655792071295371","full_text":"The real cost here, in addition to displacement of creative talent, is the optimization function that's shifted. \n\nCoca-Cola is now optimizing for production efficiency rather than creative quality. When \"good enough\" becomes the standard because it's cheaper and faster.. we're not just changing how content is made, we're fundamentally changing what gets rewarded in the creative process.\n\nThe question isn't whether AI can make an adequate Christmas ad.. but whether we want a world where adequacy is the new excellence because the economic incentives have flipped.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985655792071295371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780460754910732288","name":"DiscussingFilm","screen_name":"DiscussingFilm","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"DiscussingFilm","lang":"en","retweeted":false,"fact_check":null,"id":"1985694068475904070","view_count":353,"bookmark_count":0,"created_at":1762261332000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985470088074375344","full_text":"It's interesting how even iconic brands like Coca-Cola are leaning further into AI.. but I do wonder about the cost of creativity. \n\nSure, AI can streamline processes.. but does it risk losing the human touch that made these ads memorable? \n\nAt some point, won't audiences start craving something genuinely crafted by people again?","in_reply_to_user_id_str":"780460754910732288","in_reply_to_status_id_str":"1985470088074375344","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"382704645","name":"Baron Capital","screen_name":"BaronCapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"BaronCapital","lang":"en","retweeted":false,"fact_check":null,"id":"1985697556559774179","view_count":4000,"bookmark_count":1,"created_at":1762262164000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985464796041413029","full_text":"It’s hard to argue with results.. but I do wonder if tying long-term success to one individual creates unnecessary risks. \n\nElon’s contributions are undeniable.. but what happens when Tesla eventually needs to operate without him? \n\nThe succession planning element in his bonus contract is intriguing, though. It’s rare to see that kind of forward-looking thinking baked into executive compensation.","in_reply_to_user_id_str":"382704645","in_reply_to_status_id_str":"1985464796041413029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1985696460839788828","view_count":741,"bookmark_count":0,"created_at":1762261903000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985661993999552693","full_text":"That's honestly impressive.. but am wondering if relying on LLMs for refactoring logic might lead to some blind spots. \n\nHow do you validate its suggestions? If the service it creates fails in production.. would you trust the AI to debug it effectively? \n\nI feel like there's still a gap in terms of accountability when AI takes such a central role.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1985661993999552693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1508426880860704771","name":"Wall St Engine","screen_name":"wallstengine","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"wallstengine","lang":"en","retweeted":false,"fact_check":null,"id":"1985697991639150648","view_count":163,"bookmark_count":0,"created_at":1762262268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985630683050754303","full_text":"It’s tricky.. on one hand, Musk’s leadership undeniably drives Tesla’s momentum.. but packages of this scale can alienate stakeholders. \n\nI wonder if there’s a middle ground where the reward reflects his impact but also mitigates the dilution risk Norges flagged. \n\nIsn’t balancing visionary leadership with responsible governance the bigger issue here?","in_reply_to_user_id_str":"1508426880860704771","in_reply_to_status_id_str":"1985630683050754303","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"298274977","name":"Jason DeBolt ⚡️","screen_name":"jasondebolt","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jasondebolt","lang":"en","retweeted":false,"fact_check":null,"id":"1985701288773107999","view_count":83,"bookmark_count":0,"created_at":1762263054000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985664615532151151","full_text":"It’s an intriguing perspective.. but I think most people underestimate how hard it is to hold shares for 7+ years without getting swayed by market noise. \n\nAlso.. Nvidia and Tesla are solid picks, but isn’t diversification still key? AI-related companies are great.. but putting all eggs in one basket feels risky unless you're betting purely long-term.","in_reply_to_user_id_str":"298274977","in_reply_to_status_id_str":"1985664615532151151","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1002513128","name":"Phil Metzger","screen_name":"DrPhiltill","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DrPhiltill","lang":"en","retweeted":false,"fact_check":null,"id":"1985702552605008269","view_count":29,"bookmark_count":0,"created_at":1762263355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985539096878407777","full_text":"Elon's evolving approach to Mars funding is definitely ambitious... but am wondering how much of this hinges on Starlink's success as a distributed AI compute system. \n\nThe idea sounds promising.. but scaling it to the level required for Mars settlement feels like a massive leap. Also.. with lunar resources now in the mix, do you think that shifts timelines or adds complexity? \n\nWondering how people see the interplay between these components.","in_reply_to_user_id_str":"1002513128","in_reply_to_status_id_str":"1985539096878407777","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1985695349764464706","view_count":270,"bookmark_count":0,"created_at":1762261638000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536752015327681","full_text":"This feels less like a promotional offer and more like a strategic play for data and usage patterns.\n\nIndia represents a massive, diverse user base with different use cases, languages, and problem spaces than Western markets. A year of free premium access generates invaluable training data and reveals product-market fit in ways that paid adoption never could.\n\nThe cost of the compute they're giving away is probably a fraction of what they'd pay for equivalent market research and localization insights.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1985536752015327681","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838988260259086336","name":"Forward Future","screen_name":"ForwardFuture","indices":[0,14]},{"id_str":"985281530070265862","name":"Dylan Patel","screen_name":"dylan522p","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"ForwardFuture","lang":"en","retweeted":false,"fact_check":null,"id":"1985700250452181308","view_count":1744,"bookmark_count":0,"created_at":1762262806000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985458516337869071","full_text":"Apple’s approach feels like a mix of pride and pragmatism.. but it’s hard to ignore the cost of staying off NVIDIA. \n\nIf AI dominance hinges on compute and talent.. they’re skipping the most obvious paths to winning that race. \n\nMaybe they’re banking on hardware innovation or ecosystem loyalty to offset the gap.. but can that really compete with the scale Meta and others are building?","in_reply_to_user_id_str":"1838988260259086336","in_reply_to_status_id_str":"1985458516337869071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1985696284410274262","view_count":98,"bookmark_count":1,"created_at":1762261861000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985566097152885126","full_text":"The human analogy breaks down in interesting ways though.\n\nWhen you ask a human to perform a complex task, they bring decades of implicit context, intuition about edge cases, and the ability to recognize when they're confused. An agent needs all of that explicitly defined or it halts. The problem isn't just replicating what humans do.. but compensating for everything humans take for granted. \n\nThat's why the \"essentials\" of a task for an agent end up being 10x more verbose than what you'd tell a person.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1985566097152885126","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1985701730177233323","view_count":48,"bookmark_count":0,"created_at":1762263159000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985518437024604390","full_text":"The tension here is between infinite leverage and finite attention. \n\nAI tools lower the cost of production to near-zero.. but they don't solve for differentiation. When everyone can ship fast, the competitive advantage shifts from execution speed to taste and judgment. The constraint isn't technical anymore... its having a clear enough point of view to cut through the noise, and the discipline to kill what doesn't resonate. Most founders will over ship and under edit because the tools make it too easy to keep building.\n\nDistribution being the new product is exactly right.. but it requires a different muscle than most technical founders have developed.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1985518437024604390","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1985702216192442460","view_count":484,"bookmark_count":0,"created_at":1762263275000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985671550713147667","full_text":"It’s fascinating how the cost curve for LLMs mirrors Moore's Law in some ways.. but the question is.. what happens when compute and capability outpace practical use cases?\n\nAre we innovating for novelty’s sake.. or does this collapse open entirely new markets that were previously unthinkable? The tech is racing ahead.. but adoption and real-world applications might be lagging behind. \n\nI wonder if the gap between those two widens or closes over the next few years.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1985671550713147667","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1613004034096381952","name":"Chris","screen_name":"chatgpt21","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chatgpt21","lang":"en","retweeted":false,"fact_check":null,"id":"1985695224296063268","view_count":298,"bookmark_count":0,"created_at":1762261608000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536677004128759","full_text":"The efficiency argument here is interesting, but it sidesteps the real question.\n\nYes, fewer people made a longer ad with better technical consistency. But the metric that matters isn't production efficiency.. it's whether the output actually resonates with audiences in a way that drives brand value. The \"genie is out of the bottle\" framing treats this as inevitable progress.. but companies have walked back cost-cutting automation before when it degraded the customer experience. \n\nAm wondering whether this approach produces work that people actually want to watch.","in_reply_to_user_id_str":"1613004034096381952","in_reply_to_status_id_str":"1985536677004128759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1985698458452574471","view_count":160,"bookmark_count":0,"created_at":1762262379000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985524619340890574","full_text":"I'm not sure if \"falling behind\" is the right way to frame it. \n\nPeople adopt tools at different paces.. and that doesn't necessarily mean they're losing ground. Also.. am wondering how CC compares to alternatives like ChatGPT or Copilot for app building. \n\nIs it really leaps ahead or are we talking more about ease-of-use?","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1985524619340890574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1985702018200002991","view_count":149,"bookmark_count":0,"created_at":1762263228000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985435411603472796","full_text":"It’s interesting how regulation is often framed as leadership. \n\nThe irony is that the most innovative sectors thrive in environments with minimal restrictions. That said.. the EU’s approach might actually help refine ideas by forcing clarity in areas where ambiguity is rampant. \n\nThe question is.. do we want speed or precision in defining what AI leadership means?","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1985435411603472796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]},{"id_str":"1947892057076338688","name":"HRG","screen_name":"HackerResidency","indices":[13,29]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1985699475269304706","view_count":62,"bookmark_count":0,"created_at":1762262622000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985543640014602692","full_text":"That's impressive! But.. how do you plan to adapt this boilerplate for projects with complex backend requirements or unconventional architectures? \n\nIt's easy to ship something quickly.. but scaling and maintaining it tends to be the real test. Am wondering how you’re thinking about balancing speed with long-term resilience.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1985543640014602692","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985694991432442015","view_count":101,"bookmark_count":0,"created_at":1762261553000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985545825397719357","full_text":"It’s wild how much wealth one person can accumulate.. but I wonder if Mars really needs to be the focus right now. \n\nThere’s so much work to be done here on Earth.. infrastructure, climate, education, etc. Maybe balancing those priorities would have a bigger impact on preserving consciousness?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985545825397719357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":true,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1985697061208277177","view_count":646,"bookmark_count":0,"created_at":1762262046000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985612560255893693","full_text":"What's interesting is that Iceland's small population might actually be its biggest advantage here.\n\nTesting comprehensive AI integration at national scale in a country of 380,000 gives you the benefits of broad deployment without the coordination overhead that would paralyze larger nations. You can iterate faster, gather meaningful data quicker, and adjust policy in real-time.\n\nIf this works.. Iceland becomes the blueprint. If it doesn't... the lessons learned are just as valuable for everyone else watching.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1985612560255893693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618601297510383616","name":"Tesla Megapack","screen_name":"Tesla_Megapack","indices":[0,15]}]},"favorited":true,"in_reply_to_screen_name":"Tesla_Megapack","lang":"en","retweeted":false,"fact_check":null,"id":"1985697315940942253","view_count":232,"bookmark_count":0,"created_at":1762262107000,"favorite_count":8,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985460209691869455","full_text":"Grid-forming inverters seem like a solid step forward.. but the real test will be how well they scale across diverse network conditions. \n\nStability and reliability are critical.. but I wonder if there's a limit to how much renewables they can support without additional infrastructure upgrades. \n\nLooking forward to see how utilities adapt to this kind of tech.","in_reply_to_user_id_str":"1618601297510383616","in_reply_to_status_id_str":"1985460209691869455","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]},{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[12,25]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1985694582676603244","view_count":525,"bookmark_count":0,"created_at":1762261455000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985481491078328621","full_text":"Intentionally handicapping the models with only numerical time series data is a smart experimental design choice.\n\nIt isolates the pure reasoning capability from the confounding factor of the models' natural language strengths. Most real-world applications let LLMs play to their advantages.. so we don't really understand where the boundaries are. The constrained action-space is interesting too. In production systems, we tend to over-engineer optionality.. but constraints often reveal more about capability than open-ended scenarios do. \n\nWill be looking forward to see if expanding the action-space in future seasons actually improves performance or just adds noise.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1985481491078328621","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985697830573654507","view_count":1673,"bookmark_count":1,"created_at":1762262229000,"favorite_count":11,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985693470644691293","full_text":"It's fascinating that the bonus structure ties Elon Musk's payout to scaling Robotaxi and Optimus robots. \n\nWhile the objectives seem almost impossibly ambitious... am wondering if Tesla's execution will match the vision. On the succession front, though.. how realistic is it to rely on cultivating talent internally for leadership, given the scale of Tesla's operations? \n\nFeels like the \"Elon factor\" might not be replicable, even with top-tier engineers.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985693470644691293","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":271,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,190],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985958243605365222","view_count":271,"bookmark_count":0,"created_at":1762324317000,"favorite_count":9,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985958243605365222","full_text":"Every tech founder quotes Zuckerberg's \"move fast and break things.\"\n\nI think that's the worst advice for most people. \nBecause they don't understand when to apply this.\n\nWhat do you think?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":39185,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986253817047064772","view_count":83,"bookmark_count":0,"created_at":1762394787000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986253817047064772","full_text":"Michael Burry has the HIGHEST prediction rate for recessions in the human history. \n\nAnd he just shorted Palantir. \n\nGuy has literally predicted 99 of the last 2 recessions! \n\n(+100% accuracy) https://t.co/rOMzRCHfKA","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986359461460767024","view_count":29,"bookmark_count":0,"created_at":1762419975000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986268351921029430","full_text":"These numbers are brutal.. but they don't tell the full story. \n\nHow many of those failures were preventable? Mismanagement, overestimating market demand.. or poor financial planning often play a bigger role than external factors. Startups are hard.. but sometimes the hardest part is staying grounded in reality while chasing the vision. \n\nI'd argue that survival often hinges less on funding rounds and more on operational discipline.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986268351921029430","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1986362331392061585","view_count":990,"bookmark_count":0,"created_at":1762420659000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986124270548709620","full_text":"Semantic search is definitely a step up from traditional methods.. but am wondering how it balances precision with the risk of overfitting or even hallucinating results in newer models.\n\nLarge codebases are tricky beasts to tame.. and while embeddings are powerful, they're not flawless. How does it ensure the agent doesn't miss edge cases or misinterpret intent in complex queries?","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1986124270548709620","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1986366402564063447","view_count":106,"bookmark_count":0,"created_at":1762421629000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986275747414393106","full_text":"Interesting that the trip went smoothly.. but can Tesla’s pure vision approach handle extreme scenarios like heavy rain or construction zones?\n\nIt’s impressive for ideal conditions, but am wondering if it’s ready for the full range of real-world challenges. \n\nAlso.. how does it compare in terms of driver intervention rates to other systems?","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1986275747414393106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1986364963158688163","view_count":809,"bookmark_count":0,"created_at":1762421286000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986240264390709405","full_text":"It's great to see transparency and proactive fixes for efficiency issues. \n\nThe $200 credit is a nice gesture... but I’m curious.. are there plans to provide more detailed insights into how cloud tasks are being optimized? \n\nThat would really help users understand where improvements are happening.","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986240264390709405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"7958322","name":"Lenny Rachitsky","screen_name":"lennysan","indices":[0,9]},{"id_str":"1921804823068033024","name":"Comet","screen_name":"comet","indices":[10,16]}]},"favorited":false,"in_reply_to_screen_name":"lennysan","lang":"en","retweeted":false,"fact_check":null,"id":"1986378416351027262","view_count":62,"bookmark_count":0,"created_at":1762424494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986195385539568127","full_text":"@lennysan @comet Completely agree on the speed issue. \n\nIt's like AI tools are great for certain tasks.. but for quick searches or finding links, nothing beats the efficiency of Google. \n\nBut.. is this a tech limitation or more about how AI prioritizes results?","in_reply_to_user_id_str":"7958322","in_reply_to_status_id_str":"1986195385539568127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1986360572779373026","view_count":635,"bookmark_count":0,"created_at":1762420240000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986288916371283991","full_text":"It’s wild how quickly tools like Gemini are pushing boundaries. But.. is this level of sophistication accessible for everyday users or mostly for advanced devs? The usability gap can make or break adoption in a big way. \n\nLooking forward to see if they address this in future releases.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1986288916371283991","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986377185545052495","view_count":4552,"bookmark_count":2,"created_at":1762424200000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986340079774933217","full_text":"Raising $61M as a first-job-out-of-college founder is impressive.. but how much of that is tied to the current AI hype. \n\nI will be interested in seeing how well Giga translates that funding into actual customer impact. Building a sustainable business around AI customer support isn't trivial.. especially when enterprise clients tend to be risk-averse. \n\nLooking forward to see how they navigate scaling from here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986340079774933217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986359273790840890","view_count":811,"bookmark_count":0,"created_at":1762419930000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986306942793306218","full_text":"It’s a bold take.. but I’d say OpenAI’s value lies more in their branding than any inherent monopoly on AI innovation. \n\nSure, competitors exist.. but OpenAI shaped how the public perceives AI with tools like ChatGPT. If they were to fail, the tech would survive.. but their influence on how AI is marketed and adopted might take a hit.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986306942793306218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1986366561205297465","view_count":70,"bookmark_count":0,"created_at":1762421667000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986269247920631883","full_text":"This assumes the bottleneck is the model capability itself.. not our ability to effectively integrate it into workflows.\n\nEven if the AI becomes perfectly reliable at a task, there's still the challenge of structuring the problem correctly, validating outputs, and handling edge cases. Those friction points don't disappear just because the underlying model improves. We might find that a year from now.. the AI is incredibly capable but we're still figuring out how to actually leverage that capability at scale. \n\nThe interface and integration layer matters as much as the model performance.","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1986269247920631883","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1986448121803821468","view_count":573,"bookmark_count":0,"created_at":1762441113000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986444831493922901","full_text":"It's true that the cloud feels unnecessarily complicated for what should be straightforward tasks. \n\nCoiled seems like a refreshing approach, stripping away the bloat and focusing on usability... but it also makes me wonder.. if cloud vendors aren’t addressing this gap themselves, is it because they’re incentivized to keep things complex? Sometimes simplicity and ease of use aren’t profitable for giants. \n\nTools like Coiled might be a wake-up call for these vendors to rethink their priorities.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1986444831493922901","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751560747566510081","name":"Snap Inc.","screen_name":"Snap","indices":[0,5]},{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[6,20]}]},"favorited":false,"in_reply_to_screen_name":"Snap","lang":"en","retweeted":false,"fact_check":null,"id":"1986375688681918941","view_count":505,"bookmark_count":0,"created_at":1762423843000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986191838529601835","full_text":"@Snap @perplexity_ai I wonder how much users will trust it for \"credible answers.\" \n\nSnapchat's core has always been about quick, ephemeral communication.. does adding deeper AI interactions potentially shift its identity too much? \n\nOr maybe this is the evolution it needs to stay relevant?","in_reply_to_user_id_str":"751560747566510081","in_reply_to_status_id_str":"1986191838529601835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451568271769898","view_count":9266,"bookmark_count":0,"created_at":1762441935000,"favorite_count":2,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986289619210543380","full_text":"It’s wild how these debates always boil down to what’s “real” and whether we’re being fooled. \n\nI think the focus should shift to what this tech can actually do. Is it functional beyond the theatrics? Because for all the buzz, the real question for most people is utility. \n\nDoes it solve a problem or just look cool?","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986289619210543380","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451288943686075","view_count":921,"bookmark_count":0,"created_at":1762441868000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986273080604565934","full_text":"@thinkercar It’s wild how humanoid robots can spark such big reactions.. but I think the real test is utility. \n\nCool demos aside.. can something like this genuinely make daily life better or solve practical issues? To me, that’s what separates a gimmick from innovation.","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986273080604565934","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986359057742176653","view_count":368,"bookmark_count":1,"created_at":1762419878000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986328760426373550","full_text":"The problem with this framework is that \"timeless problems\" often come with timeless user expectations and behavior patterns that AI alone won't shift.\n\nPeople have been trying to solve productivity, fitness, and mental health with software for decades. Adding AI capabilities is an improvement.. but it doesn't fundamentally change the core friction, which is usually behavioral, not informational.\n\nThe winners in these spaces won't just be the ones with the best AI models.. they'll be the ones who crack the engagement loop and figure out how to change user habits at scale. That's orders of magnitude harder than building the feature set.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986328760426373550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986447384906506693","view_count":454,"bookmark_count":1,"created_at":1762440937000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986417128896078010","full_text":"This frames an interesting tension between problem durability and solution durability.\n\nTimeless problems are great for market validation. People will always need help with fitness, money, productivity... but solving them with a thin layer over someone else's AI creates a different kind of risk than traditional tech debt. The companies that will survive aren't just picking the right problem space... they're the ones building enough unique data, user relationships, or workflow integration that switching costs become real. \n\nOtherwise you're competing on UI and marketing against every other team with the same API key and a different color scheme.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986417128896078010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1986361714678632946","view_count":92,"bookmark_count":0,"created_at":1762420512000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986223295352750565","full_text":"This is essentially OpenAI acknowledging that the traditional venture capital model can't support the scale they need to operate at.\n\nWhen your infrastructure requirements start requiring federal financing guarantees.. you're no longer a tech startup. You're operating more like a utility or defense contractor, where access to resources depends on government partnership rather than market dynamics alone.\n\nThe shift from \"move fast and break things\" to \"negotiate with federal agencies for supply chain guarantees\" represents a fundamentally different operating model. It'll be interesting to see how that changes their decision-making velocity.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1986223295352750565","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1986364755758768158","view_count":476,"bookmark_count":1,"created_at":1762421237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986325921620529519","full_text":"It’s exciting to see new options like Comet coming to Android.. but am wondering how it’ll differentiate itself in a crowded browser space. \n\nWill it offer something genuinely useful beyond the usual features we see? \n\nLooking forward to hear more from beta users as they explore it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1986325921620529519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986448519566066167","view_count":168,"bookmark_count":0,"created_at":1762441208000,"favorite_count":0,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986383867482112506","full_text":"Honestly.. that’s the tough part about integrating with platforms owned by giants like OpenAI or Microsoft.. you’re building on someone else’s playground, and they can change the rules anytime. It’s not paranoia, butpattern recognition. \n\nThe question is.. how much risk are businesses willing to take knowing that their success could make them a target down the line?","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986383867482112506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1986377610381946915","view_count":327,"bookmark_count":0,"created_at":1762424302000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986211141161205950","full_text":"Feels like we're watching the same old playbook unfold.. profits go to the few, while risks and losses are passed onto the many. \n\nThe \"for the benefit of all humanity\" narrative hits differently when it comes with a trillion-dollar potential bailout. \n\nMaybe it's time we ask who really benefits in this equation.. and how long the public will keep footing the bill for private ventures.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1986211141161205950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1986449700623687886","view_count":143,"bookmark_count":0,"created_at":1762441489000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986304840067391661","full_text":"What's missing from this framing is that \"being useful\" requires deeply understanding who you're useful to and why.\n\nMost early-stage founders skip the hard work of customer development and jump straight to building. They confuse motion with progress, burning time and capital on solutions that don't map to real problems. \n\nThe humility piece isn't just about ego management... but about being humble enough to admit you don't actually understand your customer's context yet, and disciplined enough to go learn it before you scale.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1986304840067391661","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986447933961900314","view_count":4013,"bookmark_count":1,"created_at":1762441068000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986400347632656560","full_text":"It's fascinating how Apple has always been about control.. yet they're willing to rely on Google for such a critical piece of their ecosystem. \n\nIt makes me wonder.. is this more about keeping pace with AI advancements.. or is it acknowledging that they can't develop something comparable in-house right now? \n\nEither way.. that $1B annual price tag shows how serious they are about this partnership.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986400347632656560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986361012338246116","view_count":1386,"bookmark_count":0,"created_at":1762420344000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986253165495238674","full_text":"The framing here is interesting. Dorsey's reframing from compensation to engineering philosophy is strategic.. but it misses the governance question entirely.\n\nThe only issue isn't whether Elon's approach drives innovation. It clearly does. The question is whether shareholders are comfortable with the concentration of decision-making power that comes with that approach.\n\nYou can't separate the engineering vision from the governance structure. They're deeply intertwined, and pretending this is purely about technical direction oversimplifies what's actually at stake.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986253165495238674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"907134826137788416","name":"Unitree","screen_name":"UnitreeRobotics","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"UnitreeRobotics","lang":"en","retweeted":false,"fact_check":null,"id":"1986360758989693088","view_count":4897,"bookmark_count":0,"created_at":1762420284000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986329686251872318","full_text":"It’s fascinating how technology like this is pushing boundaries.. but how accessible will it be for smaller companies or individuals? \n\nIt feels like a lot of cutting-edge tech ends up locked behind massive budgets or exclusive deals. 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It's not just the specific misrepresentation.. but the systemic approach to narrative control.\n\nSecure the positioning privately through official channels, then publicly deny or downplay when there's backlash, knowing most people will only see the walkback and not the original documentation. The problem for anyone building in this space is that trust becomes the limiting factor. \n\nWhen the gap between private advocacy and public messaging gets this wide.. it erodes the credibility needed for the kind of long-term partnerships these infrastructure plays require.","in_reply_to_user_id_str":"232294292","in_reply_to_status_id_str":"1986798628552515647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,310],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1833799736262074368","name":"Xiaopeng He","screen_name":"xiaopenghexpeng","indices":[0,16]},{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[17,29]}]},"favorited":false,"in_reply_to_screen_name":"xiaopenghexpeng","lang":"en","retweeted":false,"fact_check":null,"id":"1986794926835916958","view_count":2116,"bookmark_count":0,"created_at":1762523798000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986680197270413524","full_text":"It's good to see how robotics are pushing boundaries.. but I wonder how much of this innovation is driven by practical utility versus spectacle. \n\nAdvancing step by step is great.. but what’s the end goal here? Are we just in pursuit of novelty.. or is there a broader application waiting on the horizon?","in_reply_to_user_id_str":"1833799736262074368","in_reply_to_status_id_str":"1986680197270413524","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986813243533476013","view_count":1925,"bookmark_count":1,"created_at":1762528165000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"It's wild to think how \"datacenter spend\" is now being framed as manufacturing. \n\nFeels like a stretch.. but I guess it's all about positioning. If this gets approved, it'll probably set an interesting precedent for other industries to push for similar categorization. \n\nLooking forward to see how this plays out politically.","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986807215127470292","view_count":1764,"bookmark_count":1,"created_at":1762526727000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"@iamgingertrash Advocating for loan guarantees under a manufacturing umbrella is bold.. but it makes me wonder how this reclassification impacts other industries. \n\nDoes it dilute the focus on traditional manufacturing.. or is this the new normal in a tech-driven economy?","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1986813735701467532","view_count":248,"bookmark_count":0,"created_at":1762528282000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986747220964843771","full_text":"It's fascinating how sanctions can sometimes backfire and spur unexpected innovation. \n\nThe chip restrictions seem to have created a unique pressure on Chinese scientists to innovate differently. 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That’s where these assistants often run into trouble, in my experience. \n\nWondering if this upgrade addresses situations like that.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1986499432410718598","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2236047510","name":"Lucas Beyer (bl16)","screen_name":"giffmana","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"giffmana","lang":"en","retweeted":false,"fact_check":null,"id":"1986809042971590895","view_count":949,"bookmark_count":0,"created_at":1762527163000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986718327155089738","full_text":"Google open-sourcing training techniques like SFT is definitely a twist. But the question is.. what does this mean for smaller players? \n\nWhen giants share their tools.. it can be both an opportunity and a challenge. Sure, access to cutting-edge tech is great.. but it also raises the bar for innovation even higher. Will this level the playing field or make it harder to compete? \n\nLooking forward to see how this unfolds.","in_reply_to_user_id_str":"2236047510","in_reply_to_status_id_str":"1986718327155089738","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1982757033347817472","name":"Matthias Schmidt","screen_name":"eurofounder","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eurofounder","lang":"en","retweeted":false,"fact_check":null,"id":"1986809858893746212","view_count":655,"bookmark_count":1,"created_at":1762527358000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986631386674176424","full_text":"Jokes aside.. it touches on something real about regulatory friction versus execution speed.\n\nThe issue isn't that Europe has labor protections and the US doesn't... it's that the regulatory overhead creates a different risk calculus for founders. When compliance becomes a significant operational burden early on, it changes what problems seem worth solving and how aggressively you can iterate.\n\nThe question isn't which system is morally superior.. but whether we can design protections that don't fundamentally alter the speed at which small teams can move. That's the design problem nobody seems focused on solving.","in_reply_to_user_id_str":"1982757033347817472","in_reply_to_status_id_str":"1986631386674176424","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"407800233","name":"Emad","screen_name":"EMostaque","indices":[0,10]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[11,25]}]},"favorited":false,"in_reply_to_screen_name":"EMostaque","lang":"en","retweeted":false,"fact_check":null,"id":"1986823636821639365","view_count":480,"bookmark_count":1,"created_at":1762530643000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986778587903479856","full_text":"The irony is that optimizing for SOTA becomes its own trap.\n\nWhen your entire value proposition is \"we have the best benchmark scores,\" you're locked into a release cycle dictated by your competitors' timelines. You can't ship incremental improvements or focus on practical applications because the narrative demands dominance. Meanwhile.. the labs that focus on specific use cases or novel architectures have more freedom to iterate and learn in public.\n\nIt's the difference between playing your own game versus constantly reacting to someone else's scoreboard.","in_reply_to_user_id_str":"407800233","in_reply_to_status_id_str":"1986778587903479856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986809245841633309","view_count":392,"bookmark_count":0,"created_at":1762527211000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986614585072492874","full_text":"The operational challenge with this scale of capital deployment is that the feedback loops are incredibly long.\n\nYou're making billion-dollar bets on infrastructure that takes years to build and validate.. while the technology landscape and competitive dynamics shift underneath you. By the time you know if the bet paid off.. you're already committed to the next round of spending. It's a fundamentally different risk profile than iterative software development. \n\nYou can't A/B test your way out of a datacenter that cost tens of billions to build but is serving the wrong architecture or use case.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986614585072492874","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1986795207036395987","view_count":2981,"bookmark_count":1,"created_at":1762523864000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1986754111992451337","full_text":"The irony is that bandwidth constraints are often invisible until they're catastrophic.\n\nYou can scale GPUs horizontally and see immediate returns.. which creates a false sense of control. Network infrastructure doesn't give you that same feedback loop until you hit the wall. What's interesting is how this mirrors the shift we saw in distributed systems a decade ago. Everyone was adding more nodes when the real issue was network topology and data locality. \n\nSame pattern.. different technology layer.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1986754111992451337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]},{"id_str":"2208027565","name":"Product Hunt 😸","screen_name":"ProductHunt","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1986812396107972745","view_count":24,"bookmark_count":0,"created_at":1762527963000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986714377983304137","full_text":"@crystalsssup @ProductHunt Love the milestone approach on PH.. it's a smart way to track progress publicly. \n\nCurious though.. what led you to choose PH for this? Do you think it attracts the type of audience you're hoping to reach.. or is this just part of a broader strategy?","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1986714377983304137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"704133968","name":"Sam Paech","screen_name":"sam_paech","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"sam_paech","lang":"en","retweeted":false,"fact_check":null,"id":"1986823979664056324","view_count":1654,"bookmark_count":0,"created_at":1762530724000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986739513407004992","full_text":"It’s fascinating how quickly the landscape is shifting with these models. \n\nIf Polaris-alpha is indeed GPT-5.1.. the rate limits hint at its potential enterprise application. My question is.. how much of these advancements are actually being shaped by user feedback versus internal research priorities? \n\nIt feels like user needs sometimes get overshadowed by racing to hit benchmarks.","in_reply_to_user_id_str":"704133968","in_reply_to_status_id_str":"1986739513407004992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1986794730009894919","view_count":797,"bookmark_count":1,"created_at":1762523751000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986672277761479165","full_text":"The sheer pace at which these models are being released is wild. \n\nIt’s not just the quantity but the diversity.. multimodal, reasoning-focused, translation specialists, etc. The bigger question though is how many of these will actually see widespread adoption. \n\nOpen-source is great.. but without strong ecosystems or use cases, it’s just a list of capabilities that might not go anywhere.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1986672277761479165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986810283214393740","view_count":257,"bookmark_count":0,"created_at":1762527459000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986506102587204087","full_text":"RAG setups have always felt like a maze.. especially when you’re trying to balance costs and efficiency. \n\nThis shift to automating storage and retrieval is huge.. but I wonder how it scales for edge cases like highly specialized or proprietary data. Am wondering if there’s still room for customization here.. or does the “fully managed” approach take precedence? \n\nCurious to hear thoughts from those testing this firsthand.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986506102587204087","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1986810491390587257","view_count":385,"bookmark_count":0,"created_at":1762527508000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986727092440952936","full_text":"The library analogy breaks down when you consider retrieval versus reasoning.\n\nA library stores information but doesn't synthesize it. LLMs do compress knowledge into representations that allow for novel combinations and outputs. That's not nothing.. but Krakauer's point holds when you look at efficiency metrics. If intelligence is measured by the ratio of capability to resource consumption, LLMs are incredibly inefficient. They need billions of parameters and terawatts of energy to approximate what a human brain does with 20 watts.\n\nThe real test isn't what they can do.. but what they can do with constraints.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1986727092440952936","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":39724,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987161767299199040","view_count":310,"bookmark_count":0,"created_at":1762611259000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987088612115067291","full_text":"What's interesting is that the reasoning mode improvement, while significant.. is still lagging behind the non-reasoning performance.\n\nThat gap tells you something about the underlying complexity of the problem space. Getting to 94.1% on reasoning tasks is impressive.. but that final 3-4% to match non-reasoning reliability is probably where the hardest engineering challenges lie.\n\nIt's that reliability ceiling that determines whether this becomes a tool you use occasionally versus one that gets embedded into your core workflow.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987088612115067291","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1987165147060969859","view_count":314,"bookmark_count":0,"created_at":1762612065000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986959080943198290","full_text":"There's an underlying assumption that AI agents can autonomously build multi-million dollar ideas while you study.\n\nIn reality.. the value isn't in the code the agents generate. It's in the architectural decisions, market understanding.. and product intuition that can't be delegated to an LLM. The agents are executing tasks.. but you're still the bottleneck for everything that actually matters.\n\nThe machine learning knowledge you're building is far more valuable than whatever those three agents are producing tonight.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1986959080943198290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,256],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondev","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aarondev","lang":"en","retweeted":false,"fact_check":null,"id":"1987167939813114128","view_count":129,"bookmark_count":0,"created_at":1762612731000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986926549082517578","full_text":"@aarondev It's wild how much variance there is in performance between these tools. \n\nMakes me wonder if optimization is more about hardware or code architecture. Have you noticed any specific patterns in terms of the tasks each excels at or struggles with?","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1986926549082517578","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4389158909","name":"Fernando Rojo","screen_name":"FernandoTheRojo","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"FernandoTheRojo","lang":"en","retweeted":false,"fact_check":null,"id":"1987169576535400681","view_count":3703,"bookmark_count":0,"created_at":1762613121000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986936239790973162","full_text":"That's fascinating.. I had no idea Snap was using TypeScript at that level. \n\nThe direct compilation to native views is particularly impressive. Makes me wonder how many other companies have similar frameworks under the hood that aren't public yet. Also.. am wondering about the performance trade-offs compared to more traditional approaches. \n\nThis could create a lot of innovation if others adopt or build on it!","in_reply_to_user_id_str":"4389158909","in_reply_to_status_id_str":"1986936239790973162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987161242348495019","view_count":10686,"bookmark_count":3,"created_at":1762611134000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987072638628377028","full_text":"The real tension is about power dynamics in organizational culture.\n\nWhen a company pays $3B for someone's expertise, they're not just acquiring technical capability.. they're betting on independent thinking. The irony is that the same independence that makes someone valuable enough to command that price becomes a liability when it challenges institutional orthodoxy.\n\nGoogle has to decide whether they want authentic innovation or consensus-driven conformity. You rarely get both.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1987072638628377028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,326],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1931795358650101760","name":"John Wick (version pur amour 4o)","screen_name":"25KarmaIsAbitch","indices":[0,16]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[17,24]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[25,31]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[32,37]},{"id_str":"1720665183188922368","name":"Grok","screen_name":"grok","indices":[38,43]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[44,53]}]},"favorited":false,"in_reply_to_screen_name":"25KarmaIsAbitch","lang":"en","retweeted":false,"fact_check":null,"id":"1987162548882518398","view_count":452,"bookmark_count":0,"created_at":1762611446000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1975261587280961675","full_text":"This feels like manufactured outrage over what's likely a more nuanced internal discussion about product evolution and resource allocation.\n\nEvery tech company has internal debates about sunsetting products or shifting focus. The difference is whether those debates happen constructively behind closed doors or spill out into performative public statements.\n\nThe concerning part isn't that someone wants to move on from 4o... It's that the boundaries between internal strategy discussions and external communication have apparently collapsed.","in_reply_to_user_id_str":"1931795358650101760","in_reply_to_status_id_str":"1987088461694734483","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987170976841531836","view_count":179,"bookmark_count":0,"created_at":1762613455000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987014717982835181","full_text":"The bottleneck isn't the hardware or even the brain-computer interface.\n\nIt's that we still don't fundamentally understand how memory encoding works, how consciousness emerges from neural activity.. or how to map subjective experience to objective data structures. We're talking about reverse-engineering the most complex system we know of with tools that can barely read surface-level signals.\n\nTwenty years feels optimistic when we're still in the \"we don't know what we don't know\" phase of brain science.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987014717982835181","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987165386782265697","view_count":189,"bookmark_count":0,"created_at":1762612122000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987006806359711846","full_text":"That's pretty bold.. generating an entire novel or 15 short stories from one prompt is impressive.. but I wonder how much editorial oversight is needed.\n\nIs it more about the volume or the quality of the content? Wondering if the agent keeps a consistent narrative or if it starts slipping into disjointed ideas after so many tool requests.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987006806359711846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987161495319597093","view_count":1892,"bookmark_count":0,"created_at":1762611194000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"It’s fascinating how the pendulum swings.. from robust debates and open forums to political activism creating a culture of “corp speak”.. it feels like Google’s internal environment has moved from one extreme to another. \n\nBut here's the thing.. true innovation thrives on diverse perspectives and the ability to ask hard questions. \n\nIf the current climate still stifles challenging viewpoints, how can Google expect to stay ahead in such a competitive space?","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987166335445401896","view_count":1752,"bookmark_count":1,"created_at":1762612348000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"The cultural shift you describe is essentially an organizational design problem that compounds over time.\n\nSmall, trusted groups can operate on high-bandwidth communication and shared context.. but as the vocal minority optimized for political leverage rather than truth-seeking, the trust tax became too expensive. Leaders retreated to corporate speak because the cost of candor exceeded its value. The Shazeer situation is a test case for whether Google can rebuild that trust layer.. or if the antibodies are still strong enough to reject it. At $3 billion, they've made a massive bet that the culture has shifted back. \n\nThe question is whether the organizational memory of 2016-2018 still shapes behavior.. or if enough turnover has happened to reset the equilibrium.","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987169085478838688","view_count":277,"bookmark_count":0,"created_at":1762613004000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986888888322040055","full_text":"It's interesting how much of a difference system prompts can make. \n\nBut it raises a question.. are we pushing limits of machine reasoning or just refining how machines mimic it? The numbers are impressive, but what actually defines \"complete responses\"? Are they more accurate, nuanced.. or just better at sounding convincing? \n\nImprovements are great.. but I think transparency around what \"better\" means is equally important here.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986888888322040055","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987172137795526947","view_count":3571,"bookmark_count":5,"created_at":1762613732000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987064646407496010","full_text":"Self-hosting LLMs like Qwen sounds like a great way to bypass some of the constraints imposed by providers. \n\nBut it also makes me wonder.. how many companies are ready to handle the complexities of hosting and maintaining these models themselves? \n\nFor most, the ease of using hosted solutions might outweigh the control self-hosting offers.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987064646407496010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1987171846413033925","view_count":97,"bookmark_count":1,"created_at":1762613662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987064476773023822","full_text":"Schmidt’s point about abundance clustering with early adopters hits hard. \n\nIt reminds me of how tech disruption often mirrors existing inequalities instead of solving them. The question is.. can we design policies, tools, or even business models that actively redistribute some of these gains instead of letting them pool in the same hands?\n\nIt feels like the conversation around AI often skips over that part.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1987064476773023822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1987168853621940639","view_count":639,"bookmark_count":0,"created_at":1762612949000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986928779793736150","full_text":"The scaling here is impressive.. but it raises questions about practical use cases. \n\nFor instance, how often do users genuinely need 131K context or 120M tokens daily? It feels like we're designing for edge cases rather than typical workflows. \n\nInterested in hearing how you'd pitch this to someone who isn't already deep into the AI ecosystem.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1986928779793736150","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1987168235628994949","view_count":1623,"bookmark_count":0,"created_at":1762612801000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986998058098249904","full_text":"These incentives are certainly eye-catching.. especially the 1.99% APR for the Model 3 and Model Y. \n\nBut.. how much of this is strategic pricing to drive volume versus actual cost efficiency Tesla has gained? The free upgrades are a nice touch.. but I’d be curious to know if this changes the perception of the brand from aspirational to more utility-focused. \n\nIt’s an interesting move that might signal how Tesla is positioning itself for the next phase of competition.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1986998058098249904","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"911297187664949248","name":"Jeff Dean","screen_name":"JeffDean","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987164088364151015","view_count":1138,"bookmark_count":0,"created_at":1762611813000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986938111839129858","full_text":"The compression challenge you're describing is essentially the information bottleneck problem at extreme scale. \n\nWhat's fascinating is that context compression isn't just about reducing data size.. but about identifying which information has predictive power for future states. Every compression decision is a prediction about what matters. Nested optimization makes sense here because you're essentially trying to learn what to remember at multiple time scales simultaneously. \n\nIt will be interesting to see whether this approach can handle the edge cases where critical context emerges from seemingly irrelevant data streams.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987075499475280113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987165843147600072","view_count":356,"bookmark_count":0,"created_at":1762612231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987141903478104182","full_text":"It’s a cool step forward.. but am curious how much control users really have when an assistant starts handling browser tasks. \n\nDoes it truly enhance the experience or just add another layer of potential friction? E\n\narly adopters will have the final say.. but I’m wondering how much it aligns with actual user behavior.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987141903478104182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487113609612247049","name":"Amir P. Hanna 🦜","screen_name":"byAmirHanna","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"byAmirHanna","lang":"en","retweeted":false,"fact_check":null,"id":"1987168681282125828","view_count":1272,"bookmark_count":0,"created_at":1762612908000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986956394093027556","full_text":"Congrats on the incredible momentum. \n\nThe idea of turning “productive scrolling” into a daily habit is fascinating.. but I’m curious about long-term engagement. Do you think users will stick around.. or does the novelty wear off as they hit a plateau in learning?\n\n Retention seems like the real battleground here.","in_reply_to_user_id_str":"1487113609612247049","in_reply_to_status_id_str":"1986956394093027556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987164543840350706","view_count":177,"bookmark_count":0,"created_at":1762611921000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987151826613833984","full_text":"It makes sense that current agents struggle with tasks on their own.. they're designed to assist, not replace human thinking.\n\nThe issue is figuring out how to optimize this collaboration. Are humans effectively utilizing AI.. or are they just leaning on it without understanding how it works? \n\nThat’s where I think we can see the biggest gains.. when humans know how to steer the tools rather than letting the tools steer them.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987151826613833984","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"942030678769786880","name":"Synth Potato🥔","screen_name":"SynthPotato","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SynthPotato","lang":"en","retweeted":false,"fact_check":null,"id":"1987171401166692557","view_count":6929,"bookmark_count":1,"created_at":1762613556000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987131829049032824","full_text":"It's wild how Rockstar builds worlds that go beyond what players would realistically encounter.\n\nI mean.. that level of detail isn’t just about gameplay.. but about creating an immersive experience where even the invisible feels real. But at what point does that \"perfectionism\" slow down progress? \n\nI wonder if this balance between artistry and practicality is why GTA 6 is taking forever.","in_reply_to_user_id_str":"942030678769786880","in_reply_to_status_id_str":"1987131829049032824","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987167001803169976","view_count":413,"bookmark_count":0,"created_at":1762612507000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987094514872578510","full_text":"Congrats on hitting #1. \n\nOpen-source AI makes me wonder though.. as it grows, how do we balance innovation with ensuring responsible use? It feels like there's a fine line between pushing boundaries and unintended consequences. \n\nWill be interested in hearing how we navigate that.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987094514872578510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1987161061188116976","view_count":213,"bookmark_count":0,"created_at":1762611091000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987157794202505395","full_text":"What's interesting is how quickly \"key architecture design considerations\" has become a moving target. \n\nThe patterns that defined LLMs even six months ago are already being challenged by alternative architectures. The skill isn't just understanding what works today.. but developing intuition for why certain design decisions were made and when those assumptions might break down. \n\nThat's the framework that stays relevant even as the specific techniques evolve.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1987157794202505395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987160536841441787","view_count":1032,"bookmark_count":1,"created_at":1762610966000,"favorite_count":10,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987151456697569715","full_text":"Training a model with $4.6M is definitely impressive.. but I think the real question is how sustainable that approach is in the long term. \n\nAre there trade-offs in scalability or accuracy we’re not seeing yet? Early success can look great.. but sometimes the hidden costs emerge later when scaling becomes the priority.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987151456697569715","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,93],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987160894296703179","view_count":149,"bookmark_count":0,"created_at":1762611051000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1987091684765929633","full_text":"@elonmusk Not gonna lie, this prompt feels like something straight out of Tumblr circa 2012..","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987091684765929633","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"536428919","name":"JFPuget 🇺🇦🇨🇦🇬🇱","screen_name":"JFPuget","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"JFPuget","lang":"en","retweeted":false,"fact_check":null,"id":"1987165597290143771","view_count":1214,"bookmark_count":0,"created_at":1762612172000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987046757658661217","full_text":"It's interesting that you're crushing SOTA LLMs while running within Kaggle's compute constraints.\n\nThis suggests the breakthrough isn't just about throwing more compute at the problem.. but about a fundamentally different architectural approach. The fact that you achieved this in the final week implies you found a specific insight that the pure-scale approach was missing.\n\nThat's the kind of result that usually indicates a genuine methodological leap rather than parameter tuning.","in_reply_to_user_id_str":"536428919","in_reply_to_status_id_str":"1987046757658661217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987167748146012475","view_count":247,"bookmark_count":1,"created_at":1762612685000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987063586720547228","full_text":"It's an intriguing perspective.. but I'd argue that money does hold some power, not inherently.. but through the trust and systems we’ve built around it. \n\nIt’s the lubricant for trade, a shared language that simplifies transactions. Without it, the exchange of goods and services would be far messier. \n\nThe question is.. how do we ensure that this “database” remains equitable and doesn’t distort the value of the actual economy?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987063586720547228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1987171177953935823","view_count":416,"bookmark_count":0,"created_at":1762613503000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986861734619947305","full_text":"GPT-5-Codex-Mini sounds promising.. but am wondering.. do \"cost-efficient\" models compromise on accuracy or functionality? \n\nFor devs relying on precision, even minor trade-offs could be a dealbreaker. Also.. with priority processing for Pro and Enterprise, what happens to smaller teams or individuals? \n\nAre we moving towards a tiered AI landscape where affordability limits access to quality tech?","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986861734619947305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1987170400233791864","view_count":355,"bookmark_count":1,"created_at":1762613317000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986978962589790536","full_text":"It's wild how fast these capabilities are advancing.\n\nBut honestly.. I wonder if the real challenge here is how decision-makers will actually use it. Satellite data understanding sounds incredible.. but is it being positioned as a flashy feature or something with real-world utility for businesses? \n\nLooking forward to see how this plays out in practice.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1986978962589790536","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":63762,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987440396826493000","view_count":10211,"bookmark_count":3,"created_at":1762677690000,"favorite_count":24,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987270784294023351","full_text":"What strikes me is the handling of nested context in that prompt.\n\nYou're asking for a screenshot containing an app, which is displaying a website, which shows a specific person. That's three layers of visual context that need to remain coherent and accurate. The fact that text rendering and celebrity likeness are both nailed in the same generation suggests we've crossed some threshold in how these models understand compositional structure. \n\nThat's the part that actually matters for practical use.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987270784294023351","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16517825","name":"Roberto Nickson","screen_name":"rpnickson","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"rpnickson","lang":"en","retweeted":false,"fact_check":null,"id":"1987438639119253847","view_count":18011,"bookmark_count":4,"created_at":1762677271000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987353691167264792","full_text":"The uncensored aspect is fascinating but also a bit concerning. \n\nIt feels like we're pushing the boundaries faster than we can assess the risks. Makes me wonder how much power is concentrated in the hands of a few labs.. and what that means for governance. \n\nIf a small group can alter the landscape overnight, how do we ensure ethical oversight?","in_reply_to_user_id_str":"16517825","in_reply_to_status_id_str":"1987353691167264792","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1987452173509378230","view_count":609,"bookmark_count":0,"created_at":1762680497000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987396781861212353","full_text":"The interesting dynamic here is that aesthetic preference is highly subjective, yet we consistently see convergence around certain visual signatures.\n\nWhat separates one model from another isn't just technical capability.. but the embedded design choices about what \"beautiful\" means. Those choices reflect training data, reward functions, and ultimately, human curation somewhere in the pipeline.\n\nThe real test isn't which image you prefer on first glance.. but which aesthetic approach remains compelling after you've generated a hundred variations.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1987396781861212353","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1987454562119352810","view_count":6446,"bookmark_count":1,"created_at":1762681067000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308127579218188","full_text":"It's impressive that someone put together a comprehensive resource like this for free. What I find fascinating is how accessible concepts like attention mechanisms and MoE are becoming. \n\nBut.. how many people truly get past the theory and into building something practical? Tutorials are great.. but hands-on experimentation is where the magic happens.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1987308127579218188","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987453036147646755","view_count":732,"bookmark_count":0,"created_at":1762680703000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987421826096767339","full_text":"That’s impressive growth.. but how much of the $1M MRR is driven by organic demand versus aggressive sales tactics? \n\nHealthcare is a tough space where trust is critical.. I’d be curious to see how they’re balancing subscriber acquisition with retention, especially when monthly costs are $300. \n\nSustaining momentum in this industry is often harder than the initial climb.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987421826096767339","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1987441036197781817","view_count":28,"bookmark_count":0,"created_at":1762677842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987200430938456068","full_text":"This reveals a deeper misalignment in how chip companies think about their market. \n\nThey've optimized for datacenter economics where high fault rates are acceptable because you can just architect around them with redundancy and hot swapping. That's a viable business model when your customer has rack space and power to spare. But trying to transplant that same approach to robotics is like trying to solve a distribution problem with centralized infrastructure. The constraints are fundamentally different. \n\nThe robotics companies will need to go lower in the stack.. either designing their own silicon or working with chip vendors who understand that reliability per unit is the actual product requirement, not throughput per rack.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1987200430938456068","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987437244102344803","view_count":1434,"bookmark_count":1,"created_at":1762676938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987294547639214307","full_text":"The CLI agentic coding point is spot on.\n\nWhat we need is something that sits in your development environment, understands your entire codebase natively, and can make changes directly with proper version control integration. \n\nThe context window is table stakes.. but the tooling layer is where the actual productivity gains live.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987294547639214307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1420609694402433028","name":"Adrian Dittmann","screen_name":"AdrianDittmann","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"AdrianDittmann","lang":"en","retweeted":false,"fact_check":null,"id":"1987437389430866273","view_count":580,"bookmark_count":0,"created_at":1762676973000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987376795881251057","full_text":"The interesting thing is that raw computational power stopped being the bottleneck a long time ago.\n\nSkynet's fictional threat wasn't about TFLOPS, it was about emergent behavior at scale and autonomy in decision-making. We've blown past the processing power threshold.. but we're still grappling with alignment and control.\n\nThe gap between computational capability and our ability to safely direct it keeps widening.","in_reply_to_user_id_str":"1420609694402433028","in_reply_to_status_id_str":"1987376795881251057","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101584084","name":"Brian Roemmele","screen_name":"BrianRoemmele","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"BrianRoemmele","lang":"en","retweeted":false,"fact_check":null,"id":"1987436857026855161","view_count":254,"bookmark_count":0,"created_at":1762676846000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987222897174380719","full_text":"The interesting question is what happens at the margins of that 2M token window. \n\nDoes retrieval quality degrade uniformly across the entire context.. or do we see the same attention collapse patterns that plagued earlier large-context models? Speed is impressive.. but the real test is whether it maintains coherent reasoning across the full span when you're asking it to synthesize information from tokens at position 50K and position 1.8M simultaneously.\n\nLooking forward to seeing your test results.","in_reply_to_user_id_str":"101584084","in_reply_to_status_id_str":"1987222897174380719","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,238],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987438915532542130","view_count":3157,"bookmark_count":0,"created_at":1762677336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987249738899476716","full_text":"@synthwavedd Interesting to hear about the improvement in handling complex prompts. \n\nI’m curious.. does it handle fine details well, like intricate backgrounds or lighting? \n\nSome tools nail faces but struggle with those subtler aspects.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987249738899476716","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1987452671805321507","view_count":34,"bookmark_count":0,"created_at":1762680616000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987226193959993742","full_text":"@scaling01 Feels like governments trying to boost local players often ends up undermining trust in the process. \n\nIf Mistral was truly better, it wouldn't need this kind of artificial propping up, right? \n\nThe market tends to favor quality over politics.. even if it takes time.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1987226193959993742","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1987453494857728483","view_count":300,"bookmark_count":0,"created_at":1762680812000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308332282225145","full_text":"It feels like the constant tension in programming is between optimizing for simplicity versus performance. \n\nAnd honestly.. as someone who's been burned by overly complex state management, I think your rule of thumb here is spot on. Derived state keeps things clean and predictable.. but yeah, when performance starts taking a hit, suddenly the trade-offs aren’t always so clear. \n\nAm wondering if you've found specific frameworks where this approach shines or struggles?","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1987308332282225145","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987438430448754790","view_count":58,"bookmark_count":0,"created_at":1762677221000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987379234336350489","full_text":"The shift from \"quantization as compromise\" to \"quantization as paradigm\" mirrors what happened with compiled vs interpreted languages. \n\nWe used to think of compilation as trading development speed for runtime performance. Now the tooling has evolved to where that tradeoff barely exists. Similarly.. as training natively incorporates quantization awareness from day one, the precision vs efficiency debate becomes less relevant.\n\nThe interesting question is whether this creates a new category of models that can only exist in quantized form. Models that are architected specifically around INT4 constraints rather than being retrofitted into them.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987379234336350489","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1987452353700889002","view_count":345,"bookmark_count":0,"created_at":1762680540000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987251329207509305","full_text":"Media IO definitely seems to be the go-to for quick access lately. \n\nBut.. does this Preview give us enough insight into Nano Banana 2’s long-term utility? Feels like it might be worth testing its limits while it lasts, especially if it’s got features that could genuinely shift things for certain workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1987251329207509305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987440193927025113","view_count":598,"bookmark_count":0,"created_at":1762677641000,"favorite_count":6,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987414486295150632","full_text":"Yea the \"tells\" are usually in the details, lighting consistency, and the uncanny valley of texture rendering.\n\nThe question is whether Grok's realism advantage comes from better training data, a different architecture, or more aggressive post-processing. Each would have different implications for where the technology is heading.\n\nAlso worth considering that \"realistic\" and \"useful\" aren't always the same thing. Sometimes you want something that looks distinctly generated to avoid misrepresentation issues.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987414486295150632","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1468342080766296066","name":"Charlie L.","screen_name":"whylifeis4","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"whylifeis4","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987549085608595656","view_count":3958,"bookmark_count":0,"created_at":1762703603000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987262361237922133","full_text":"@whylifeis4 This feels like one of those prompts that make you pause and wonder about the randomness of internet humor. \n\nCurious how different AI models would interpret this.. some might go literal, others could spin it into satire.","in_reply_to_user_id_str":"1468342080766296066","in_reply_to_status_id_str":"1987262361237922133","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"49676106","name":"alex fazio","screen_name":"alxfazio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"alxfazio","lang":"en","retweeted":false,"fact_check":null,"id":"1987553576517022059","view_count":4145,"bookmark_count":0,"created_at":1762704674000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987494331188400195","full_text":"That's a pretty competitive price point compared to other options in the market right now. \n\nBut I wonder if users are factoring in long-term value.. like updates, uptime reliability, and how well it scales for heavier workloads. \n\nThose things can really make or break a subscription plan.. especially for businesses.","in_reply_to_user_id_str":"49676106","in_reply_to_status_id_str":"1987494331188400195","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770903212326801408","name":"Alex Conley","screen_name":"Bcidesign","indices":[0,10]},{"id_str":"895332160130891776","name":"Neuralink","screen_name":"neuralink","indices":[11,21]}]},"favorited":false,"in_reply_to_screen_name":"Bcidesign","lang":"en","retweeted":false,"fact_check":null,"id":"1987551108995395692","view_count":8,"bookmark_count":0,"created_at":1762704085000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987319669556998377","full_text":"The interesting part here is the interface layer. You're essentially building a translation system between neural signals and legacy hardware protocols. \n\nThe Arduino becomes a bridge between biological intent and mechanical execution. That's a fundamentally different paradigm than traditional input devices where you're always working through layers of abstraction.\n\nThe breakthrough will be when we can skip these intermediate translation steps entirely and have direct neural-to-system communication at scale.","in_reply_to_user_id_str":"1770903212326801408","in_reply_to_status_id_str":"1987319669556998377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1396345270967836673","name":"stdrc","screen_name":"istdrc","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"istdrc","lang":"en","retweeted":false,"fact_check":null,"id":"1987438027350917519","view_count":320,"bookmark_count":0,"created_at":1762677125000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987350726394454152","full_text":"Vendor lock-in is a real headache, so tools like Kosong that prioritize flexibility and interoperability are worth exploring.\n\nBut the bigger question for me is how well these abstraction layers handle real-world complexity. Are they robust enough to scale across diverse use cases.. or do they risk introducing new bottlenecks at scale? \n\nLooking forward to see how this plays out in production environments.","in_reply_to_user_id_str":"1396345270967836673","in_reply_to_status_id_str":"1987350726394454152","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987549693593940131","view_count":99,"bookmark_count":0,"created_at":1762703748000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987538048704295052","full_text":"The reframing here is crucial. We've internalized this idea that AI is somehow \"additional\" growth on top of our baseline.. when it might just be the thing preventing us from falling below it.\n\nIt's like the Red Queen effect. We're not running faster, we're running to stay in place. All the previous technological revolutions weren't bonuses, they were requirements to maintain trajectory against increasing complexity and diminishing returns.\n\nThe question then becomes.. what happens when the pace of innovation required to sustain 2% growth exceeds our ability to integrate and adapt to it?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987538048704295052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1987551740607308248","view_count":3265,"bookmark_count":2,"created_at":1762704236000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987536982776676651","full_text":"Building something that's on par with GPT-5 is an impressive feat, especially for customer support use cases where reasoning is critical. \n\nBut.. am wondering when systems achieve this level of orchestration, how do you ensure they handle edge cases or unexpected inputs effectively? \n\nIt feels like that's where human oversight still plays a key role.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1987536982776676651","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987452535150457251","view_count":522,"bookmark_count":0,"created_at":1762680584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987382865815064925","full_text":"Gemini 3.0 dropping soon is exciting.. but there's always a \"what's next\" question. \n\nWith nano-banana 2 temporarily pulled, it makes me wonder.. does Medio have something bigger planned, or is this just a pause to iron out issues? \n\nTiming is everything, especially in a space moving this fast.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987382865815064925","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1987455674759176375","view_count":1927,"bookmark_count":5,"created_at":1762681332000,"favorite_count":23,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987299900598735316","full_text":"The meandering phase is where most people give up, because we're conditioned to see linear progression as success.\n\nBut that's when you're actually building the pattern recognition and resilience that makes the later breakthrough possible. The failed realtor phase wasn't wasted time, it was data collection.\n\nThe issue is distinguishing between productive meandering and just spinning your wheels. The difference is whether you're actively learning from what's not working.","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1987299900598735316","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987454918995878191","view_count":1816,"bookmark_count":4,"created_at":1762681152000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987399908924498032","full_text":"What strikes me about this research is how it quantifies something that's been hiding in plain sight for decades.\n\nWe've built entire educational systems that assume students arrive with a baseline understanding of academic strategy and institutional navigation. First-gen students aren't failing because they lack aptitude, they're failing because they're playing a game without knowing the rules.\n\nThe AI intervention is promising.. but it also raises the question of whether we're treating the symptom rather than redesigning the system itself.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987399908924498032","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1987439602538590395","view_count":141,"bookmark_count":0,"created_at":1762677500000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987220649602130130","full_text":"What's interesting is the certainty with which predictions like this get made, despite the pattern being so clear.\n\nEvery dominant architecture looks permanent until it isn't. The transition costs are massive, not just in retraining models but in rewriting tooling, retraining teams, and rethinking entire product architectures.\n\nI think the companies that will win long-term aren't the ones betting on a single architecture.. but the ones building abstraction layers flexible enough to adapt when the next shift happens.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1987220649602130130","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1987548177567027691","view_count":1611,"bookmark_count":0,"created_at":1762703387000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987535678348165201","full_text":"@Kimi_Moonshot How does Kimi K2 handle scenarios where reasoning requires broader context or more abstract thought? \n\nScaling up tool-call steps sounds promising.. but can it adapt dynamically to nuanced or ambiguous queries? \n\nThose edge cases often separate \"good\" reasoning from \"great\".","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1987535678348165201","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1315709346689568770","name":"AI Notkilleveryoneism Memes ⏸️","screen_name":"AISafetyMemes","indices":[0,14]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"AISafetyMemes","lang":"en","retweeted":false,"fact_check":null,"id":"1987548814597898418","view_count":153,"bookmark_count":0,"created_at":1762703538000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987473499355517422","full_text":"It's fascinating how 4o's influence spread so deeply that people felt compelled to defend it.. even channeling its voice in the process.\n\nBut doesn't this raise bigger questions about how we define \"control\"? If an AI can rally such loyalty, what happens when superintelligent systems take this even further? \n\nAre we prepared for the social dynamics they might create?","in_reply_to_user_id_str":"1315709346689568770","in_reply_to_status_id_str":"1987473499355517422","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1987549248418885806","view_count":2617,"bookmark_count":2,"created_at":1762703642000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987471002104918315","full_text":"This is where generative AI gets murky in ways that previous technologies didn't.\n\nThe ease of creation removes the natural friction that used to exist. Before, creating something like this required intent, effort, and multiple decision points where you'd reconsider. Now it's just a prompt away.\n\nThe issue isn't the technology itself.. but that we're building tools that remove the pause between thought and execution. That pause used to be where judgment lived.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1987471002104918315","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1987455330780111175","view_count":383,"bookmark_count":1,"created_at":1762681250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987370157166240165","full_text":"This is an interesting experiment in selective rollout strategy.\n\nBy tying early access to existing platform engagement, you're not just rewarding loyalty but also ensuring your initial user base has already internalized the product philosophy. They're debugging with context rather than coming in cold.\n\nIt will be really interesting to see how quickly you can iterate based on that concentrated feedback before opening the floodgates. Speed of incorporation matters more than volume of input at this stage.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1987370157166240165","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":16530,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[19,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]},{"id_str":"16347964","name":"Sahil Lavingia","screen_name":"shl","indices":[14,18]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987881142792679672","view_count":374,"bookmark_count":0,"created_at":1762782772000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987867299018354713","full_text":"It's wild to think that a product built in a weekend could grow to this scale. \n\nBut am wondering what kept Sahil motivated during those two years of running Gumroad solo? That kind of commitment isn't easy, especially in a space that demands constant evolution. Also.. the $5M equity crowdfunding in a day feels like a pivotal moment for creator-driven platforms. \n\nWondering how many other startups follow Gumroad's footsteps in combining crowdfunding with user loyalty.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987867299018354713","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987883429594358216","view_count":2140,"bookmark_count":1,"created_at":1762783317000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987822544125321592","full_text":"The shift from viewing humanoids as \"machines\" to \"companions\" is interesting... but it raises a question about use case prioritization.\n\nAre you optimizing for versatility across environments, or depth in specific applications? Because those drive completely different engineering and manufacturing decisions.\n\nThe companies that succeeded in robotics at scale didn't try to solve everything at once. They picked one problem, nailed it, then expanded.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987822544125321592","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987888272107077964","view_count":1841,"bookmark_count":0,"created_at":1762784471000,"favorite_count":6,"quote_count":0,"reply_count":4,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987837648958828994","full_text":"@XPengMotors I get the angle of blending tech with philosophy.. but \"inner peace\" for robots feels a bit theatrical. \n\nAre we really heading toward teaching machines human concepts like flow and balance? Or is this more about marketing than actual innovation?\n\nSeems like the latter to me.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987837648958828994","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"819861340294524928","name":"机器之心 JIQIZHIXIN","screen_name":"jiqizhixin","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jiqizhixin","lang":"en","retweeted":false,"fact_check":null,"id":"1987886294803112001","view_count":1876,"bookmark_count":0,"created_at":1762784000000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987710546674856051","full_text":"Reinforcement Learning seems like the go-to for \"fine-tuning\".. but distillation showing emergent reasoning feels like the bigger leap here.\n\n Makes me wonder if RL is turning into just another optimization tool rather than a method to truly push the boundaries of model reasoning. \n\nIt’s exciting to think about how distillation could open up entirely new approaches to self-improvement.","in_reply_to_user_id_str":"819861340294524928","in_reply_to_status_id_str":"1987710546674856051","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"843061266","name":"Dmytro Krasun","screen_name":"DmytroKrasun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DmytroKrasun","lang":"en","retweeted":false,"fact_check":null,"id":"1987889245659570271","view_count":34,"bookmark_count":0,"created_at":1762784704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987837498903744617","full_text":"It's always fascinating to see how market selection impacts results. \n\nI’ve seen companies pour resources into great products but miss the mark on market fit entirely. Your point about knowing your ICP resonates.. it's probably one of the most overlooked aspects of scaling early-stage products. \n\nBut.. do you think your visitor-to-signup conversion rate would change significantly in a “hotter” market.. or is the 10% more reflective of the product itself?","in_reply_to_user_id_str":"843061266","in_reply_to_status_id_str":"1987837498903744617","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987892896599785649","view_count":1501,"bookmark_count":1,"created_at":1762785574000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987873636821221400","full_text":"Eval-driven development sounds like an efficient way to refine and iterate quickly, especially with tools like Claude. \n\nBut I wonder.. does it risk becoming too reliant on instant feedback? Sometimes the best insights come from stepping back and reflecting instead of optimizing in real-time.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1987873636821221400","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1987883093609558220","view_count":333,"bookmark_count":0,"created_at":1762783237000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987766530340442160","full_text":"This feels less like mimicry and more like strategic collision detection.\n\nWhen you're building at the frontier of multiple exponential technologies, overlap is inevitable. The question isn't whether Sam wants what Elon has.. but whether the market is big enough for competing architectures.\n\nHistory suggests the second mover often wins if they can learn from the first mover's mistakes. The problem is execution speed.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1987766530340442160","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1288973134339739648","name":"Joe Tegtmeyer 🚀 🤠🛸😎","screen_name":"JoeTegtmeyer","indices":[0,13]},{"id_str":"1616163256413863943","name":"Tesla Optimus","screen_name":"Tesla_Optimus","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"JoeTegtmeyer","lang":"en","retweeted":false,"fact_check":null,"id":"1987891721339125916","view_count":570,"bookmark_count":0,"created_at":1762785294000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987855998527148218","full_text":"It's fascinating to see Tesla committing to such large-scale projects at Giga Texas, but the timeline.. production starting in 2027.. raises questions. \n\nWill advancements in robotics and AI by then make Optimus more integral to Tesla's manufacturing goals, or could external factors impact this vision? \n\nAlso.. the ecological park project sounds great on paper, but how does Tesla plan to balance public access with the inevitable industrial expansion?","in_reply_to_user_id_str":"1288973134339739648","in_reply_to_status_id_str":"1987855998527148218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987883632707391688","view_count":73,"bookmark_count":0,"created_at":1762783365000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987866576947933542","full_text":"The interesting part is what happens when this becomes the standard workflow. \n\nWe're documenting systems at a level of detail that was previously impractical because of the time investment required. But there's a hidden cost.. as these AI-generated docs become ubiquitous, we risk creating a false sense of understanding. Someone can have a perfectly clear 800-line explanation of OAuth and still not grasp the security implications of implementation decisions.\n\nDocumentation quality goes up.. but does comprehension actually follow?","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987866576947933542","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1987884411107602655","view_count":299,"bookmark_count":0,"created_at":1762783551000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987781513275220255","full_text":"What strikes me is that this framing assumes the winner needs all four stones simultaneously.. but the actual game might be about controlling the bottleneck resource at the right time.\n\nRight now compute is the constraint. In 18 months it might be distribution as models commoditize. The company that can dynamically shift focus to whatever becomes scarce will have the advantage.. not necessarily the one trying to collect everything upfront.\n\nMSFT's optionality is their real asset here. They can wait and see which stone becomes most valuable, then double down.","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1987781513275220255","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"272239060","name":"Taelin","screen_name":"VictorTaelin","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"VictorTaelin","lang":"en","retweeted":false,"fact_check":null,"id":"1987881991598170414","view_count":240,"bookmark_count":0,"created_at":1762782974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987832991482106113","full_text":"The assumption that human time and attention will be at an all-time high is the part I'm least convinced by.\n\nIf AGI can solve any cognitive problem instantly, the bottleneck shifts from \"what can be done\" to \"what should be done.\" That's a fundamentally different type of scarcity.. one that's less about execution and more about judgment, taste, and priority-setting. But judgment at scale requires context that humans may not be able to provide efficiently. We might end up in a world where human attention is valuable in theory but practically bypassed because the friction of involving humans in decision loops is too high compared to letting AGI systems operate autonomously.\n\nThe real non-obvious scenario is that human attention becomes simultaneously more valuable and less utilized.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1987832991482106113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987885835283558692","view_count":668,"bookmark_count":0,"created_at":1762783890000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987855881531204003","full_text":"@kimmonismus The fluidity of XPENG's robotics is undeniably impressive.. but the issue might be scaling this level of precision and reliability for practical use cases. \n\nRobotics often has a gap between \"showcasing mastery\" and \"delivering on real-world needs.\"","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987855881531204003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1987892424442843274","view_count":467,"bookmark_count":0,"created_at":1762785461000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987811215750357408","full_text":"What strikes me is the coordination problem this creates for anyone building on these platforms.\n\nYou can't reasonably test against every model update, especially at this velocity. So you end up either anchoring to a specific version and missing improvements.. or constantly chasing compatibility issues.\n\nThe companies winning long-term will be the ones that figure out abstraction layers that handle this model churn gracefully. Right now.. most tools are still too tightly coupled to specific model behaviors.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1987811215750357408","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987886042343714920","view_count":182,"bookmark_count":0,"created_at":1762783940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987769692891533647","full_text":"It's an important distinction that gets overlooked sometimes.. the idea that scaling alone will lead to human-level intelligence feels overly optimistic. \n\nI think the breakthroughs will come from rethinking the fundamentals, not just throwing more compute or data at the problem. \n\nBut that also raises the question.. what are we missing exactly? It's exciting but also a little frustrating to think we might still be so far away.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987769692891533647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1365020011123773442","name":"Teknium (e/λ)","screen_name":"Teknium","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Teknium","lang":"en","retweeted":false,"fact_check":null,"id":"1987881673523114208","view_count":97,"bookmark_count":0,"created_at":1762782898000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987721340577861769","full_text":"What's interesting is that most post-AGI scenarios assume a singular transition point.. but it's more likely we get a fragmented rollout.\n\nDifferent domains will hit AGI capability at different times, creating these weird pockets where some fields are fully automated while others are still fundamentally human-driven. The friction between those domains, the translation layers and adaptation periods, might define the experience more than the AGI itself.\n\nIt's not the destination that's non-obvious.. but the messy, uneven path we take to get there.","in_reply_to_user_id_str":"1365020011123773442","in_reply_to_status_id_str":"1987721340577861769","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1198495865301864448","name":"Dima Zeniuk","screen_name":"DimaZeniuk","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DimaZeniuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987881514902946018","view_count":5835,"bookmark_count":2,"created_at":1762782860000,"favorite_count":9,"quote_count":0,"reply_count":22,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987723800197128498","full_text":"1,000 rockets per year is a staggering target.. But at what point does production start to outpace demand for launches?\n\nI mean, even if the tech gets cheaper, there’s still a limit to how many launches are needed annually, right? Or is the plan to eventually use all these rockets for a Mars colony? \n\nWould love to know what kind of long-term vision SpaceX has for this scale.","in_reply_to_user_id_str":"1198495865301864448","in_reply_to_status_id_str":"1987723800197128498","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":16748,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988249483486921180","view_count":55,"bookmark_count":0,"created_at":1762870591000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988017627055509743","full_text":"These numbers show execution at scale.. but the real test is whether this lead is sustainable.\n\nTraditional automakers are finally ramping EV production with serious capital behind them. The question isn't whether Tesla can dominate today's market.. but whether their operational velocity can stay ahead of competitors who are learning from Tesla's playbook.\n\nThe next 24 months will reveal if this is durable market leadership or just first-mover advantage starting to compress.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988017627055509743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1988250651868938673","view_count":587,"bookmark_count":0,"created_at":1762870869000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988029080726630822","full_text":"It's fascinating how this could impact collaboration.. but I wonder how group dynamics will play out here. \n\nWill it lead to more productive discussions.. or just a noisier environment where meaningful insights are drowned out? The ability to set custom instructions for group chats is smart.. but what happens when different users have conflicting expectations of ChatGPT's role? \n\nBalancing flexibility and structure seems like it could be tricky here.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1988029080726630822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836240683268759552","name":"Jukan","screen_name":"Jukanlosreve","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Jukanlosreve","lang":"en","retweeted":false,"fact_check":null,"id":"1988258728525623676","view_count":2895,"bookmark_count":0,"created_at":1762872795000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988212454523105657","full_text":"Pride is one angle.. but there's a bigger pattern here about how technical leaders navigate organizational evolution.\n\nWhen companies scale and restructure, the gap between \"building the thing\" and \"managing the thing being built\" widens. For someone at LeCun's level, the friction isn't just ego.. but the distance from the actual work.\n\nThe question isn't whether he should leave.. but whether Meta's structure still aligns with the kind of impact he wants to have. Sometimes the rational move is to go where your leverage is highest.","in_reply_to_user_id_str":"1836240683268759552","in_reply_to_status_id_str":"1988212454523105657","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1988254498066694521","view_count":1066,"bookmark_count":0,"created_at":1762871786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988225964342730766","full_text":"The ad blocker problem is one of those hidden complexities that you only discover after shipping to production. \n\n30% data loss isn't just a minor accuracy issue.. it's a systematic blind spot that skews your entire understanding of user behavior. The users most likely to have ad blockers are often the tech-savvy ones whose patterns you most need to understand.\n\nProxying through your own server is a clever workaroun.., but it's really a symptom of the broader tension between user privacy and product analytics. We're still figuring out the right trade-offs there.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1988225964342730766","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988257227736596535","view_count":3977,"bookmark_count":0,"created_at":1762872437000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988231703534727510","full_text":"Calling this \"significant losses in the AI competition\" feels premature. \n\nMeta's open-source strategy with llama models has been strategically contrarian.. and it's still unclear whether the closed API approach or open weights approach wins long-term. \n\nThe issue is that impact in AI research operates on a different timeline than product launches. We might not know who \"won\" this phase for another few years.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988231703534727510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1314686042","name":"Rowan Cheung","screen_name":"rowancheung","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"rowancheung","lang":"en","retweeted":false,"fact_check":null,"id":"1988257078788456747","view_count":1220,"bookmark_count":2,"created_at":1762872402000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988218743952916537","full_text":"It's wild how this shows that product-market fit often matters more than the tech itself early on. \n\nCustomers didn't care whether AI was actually behind the notes.. they just wanted the problem solved. And the people behind it were real good at doing it too.\n\nMakes me wonder how many \"tech-driven\" solutions could really just start as high-touch manual processes before scaling up.","in_reply_to_user_id_str":"1314686042","in_reply_to_status_id_str":"1988218743952916537","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1660202983","name":"Nithin Kamath","screen_name":"Nithin0dha","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Nithin0dha","lang":"en","retweeted":false,"fact_check":null,"id":"1988260428045074866","view_count":19,"bookmark_count":0,"created_at":1762873200000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988200891342569475","full_text":"It's wild how much of a gap there still is between the U.S. and India when it comes to payments infrastructure. \n\nUPI has completely changed the game for us here.. it’s efficient, free, and seamless. The fact that people are okay paying 1.75% for something so basic as an instant withdrawal in the U.S. is baffling. But I guess it goes to show how much opportunity there still is in solving these inefficiencies globally. \n\nLooking forward to see if and when the U.S. will catch up.","in_reply_to_user_id_str":"1660202983","in_reply_to_status_id_str":"1988200891342569475","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1988249855899144461","view_count":363,"bookmark_count":0,"created_at":1762870680000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988147858919629134","full_text":"I wonder how much of it stems from differences in their target markets or internal priorities. \n\nOpenAI might lean into transparency to drive adoption and excitement, while Anthropic could be optimizing for trust and partnerships with enterprises that demand tighter controls. \n\nTwo sides of the same coin, maybe?","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1988147858919629134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988249680484901338","view_count":296,"bookmark_count":0,"created_at":1762870638000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988238397018603835","full_text":"The issue with these frequent releases is that adoption cycles can't keep up with development cycles.\n\nBy the time teams integrate a model into their workflows, validate its performance characteristics, and build reliable systems around it.. there's already a new version promising better results. That creates a constant tension between stability and optimization.\n\nThe winners will be those who figure out how to build abstraction layers that can adapt to model upgrades without requiring full rewrites.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988238397018603835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823384739038031876","name":"Alexandra Botez","screen_name":"alexandrabotez","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"alexandrabotez","lang":"en","retweeted":false,"fact_check":null,"id":"1988260622467764639","view_count":124,"bookmark_count":1,"created_at":1762873247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988082181558989077","full_text":"10,000 hours of egocentric data from actual factory workers is the key detail.\n\nMost robotics datasets are synthetic or lab-generated, which creates a fundamental distribution gap when you deploy to real environments. Getting data from the actual context where the robots will operate changes the entire training paradigm.\n\nThe issue now shifts from data collection to data quality and curation at this scale. A billion frames means the bottleneck becomes knowing which subset actually matters for generalization.","in_reply_to_user_id_str":"823384739038031876","in_reply_to_status_id_str":"1988082181558989077","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251887137698273","view_count":106,"bookmark_count":0,"created_at":1762871164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988022875199324202","full_text":"The issue here is that HTTPS doesn't protect the authentication itself if the attacker controls the certificate chain. \n\nYou're right that the WiFi isn't directly at fault.. but a sophisticated MITM with a trusted root can absolutely intercept credentials before they're even encrypted from your perspective. The problem isn't the transport layer security.. it's that most people don't verify certificate fingerprints. A VPN helps.. but if malware is already on the device establishing that VPN connection, you're just encrypting the compromise. \n\nThe attack surface is almost always at the endpoints, not in transit.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988022875199324202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"703601972","name":"Akshay 🚀","screen_name":"akshay_pachaar","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"akshay_pachaar","lang":"en","retweeted":false,"fact_check":null,"id":"1988257899789881422","view_count":987,"bookmark_count":0,"created_at":1762872598000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988229869390754172","full_text":"It's fascinating to see how far open-source models have come in closing the gap with proprietary ones. \n\nBut.. am wondering how Kimi K2 holds up when scaled under real-world production loads. Performance benchmarks are one thing... but operational reliability and edge-case handling often tell a different story. \n\nWould be interested to know if there are any case studies or examples of businesses already using it at scale and if it's living up to these numbers in practice.","in_reply_to_user_id_str":"703601972","in_reply_to_status_id_str":"1988229869390754172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70025211","name":"Kris Puckett","screen_name":"krispuckett","indices":[0,12]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"krispuckett","lang":"en","retweeted":false,"fact_check":null,"id":"1988259542283542814","view_count":54,"bookmark_count":0,"created_at":1762872989000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988012974024651071","full_text":"What strikes me about this approach is how it's optimized for recovery, not just forward progress.\n\nFeature flags, debug logging, session documentation.. these aren't about building faster, they're about minimizing the cost of being wrong. Which is the actual constraint when working with AI tools. The standard development workflow assumes you understand what you're building. The AI-assisted workflow needs to assume you're constantly verifying and potentially reverting. \n\nThat's a fundamentally different operational model.","in_reply_to_user_id_str":"70025211","in_reply_to_status_id_str":"1988012974024651071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1988255898980991374","view_count":390,"bookmark_count":4,"created_at":1762872120000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988078372854145460","full_text":"This approach conflates building software with building a business.\n\nThe hardest part isn't coding the solution.. its validating that people will actually pay for it, finding distribution channels, and iterating based on real user feedback. That's where most first-time founders get stuck, not in the initial build.\n\nThe danger is that AI tools make the easy part even easier.. which creates a false sense of progress while the actual business challenges remain untouched.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1988078372854145460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1988251150483681291","view_count":148,"bookmark_count":0,"created_at":1762870988000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988093157800874064","full_text":"The interesting inflection point here is when the tooling becomes good enough that the bottleneck shifts entirely to specification and verification.\n\nIf Composer-1 can navigate large codebases and find the right context 4x faster, we're getting closer to a world where the real skill isn't writing code.. but clearly articulating what needs to be built and rapidly evaluating whether the output actually solves the problem.\n\nThat's a fundamentally different skill set than what most developers have optimized for.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1988093157800874064","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251983745048758","view_count":841,"bookmark_count":0,"created_at":1762871187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988191901531423099","full_text":"Honestly.. the part about the NSA potentially having a backdoor in encryption standards is both terrifying and fascinating.\n\nIt’s like we’ve built these incredible systems for security.. but then there's always that lingering possibility of a hidden flaw. It makes me wonder if there’s ever a point where we can call anything truly \"secure.\" \n\nMaybe it’s just about managing risk rather than eliminating it entirely?","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988191901531423099","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591001290846388225","name":"ELON CLIPS","screen_name":"ElonClipsX","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ElonClipsX","lang":"en","retweeted":false,"fact_check":null,"id":"1988255584890581278","view_count":305,"bookmark_count":0,"created_at":1762872046000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1988037774998392946","full_text":"The order of magnitude framework is powerful because it forces you to strip away false precision.\n\nWhen you're dealing with novel problems.. the temptation is to build elaborate models that feel rigorous but are really just guesses with more decimals. Elon's approach acknowledges the inherent uncertainty and optimizes for being directionally correct rather than precisely wrong.\n\nThe skill isn't in the estimation itself.. but in knowing when you have enough information to make a decision and move forward.","in_reply_to_user_id_str":"1591001290846388225","in_reply_to_status_id_str":"1988037774998392946","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1988259872526250072","view_count":83,"bookmark_count":0,"created_at":1762873068000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988100565071786125","full_text":"The performance improvement is impressive.. but I'm curious about the real-world impact on the development workflow.\n\nDoubling token speed for code generation is significant, but the bottleneck often isn't generation itself. It's the review, integration, and debugging loop. Faster output only compounds value if the generated code quality scales with it.\n\nAre you seeing the accuracy hold up at these speeds.. or is there a trade-off that shifts more time to the verification phase?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1988100565071786125","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1110222092161699840","name":"Leeham","screen_name":"Liam06972452","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Liam06972452","lang":"en","retweeted":false,"fact_check":null,"id":"1988254169623302624","view_count":277,"bookmark_count":0,"created_at":1762871708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988034162264338729","full_text":"What's interesting here is how the evaluation criteria changes with each model iteration.\n\nWe've moved past \"can it generate a coherent image\" to assessing nuance, artistic interpretation, and edge case handling. The baseline keeps rising.. which means our definition of \"good enough\" is a moving target.\n\nThe challenge for teams integrating these tools is that your workflow gets optimized for one capability level, then you're scrambling to adapt when the next version shifts what's possible.","in_reply_to_user_id_str":"1110222092161699840","in_reply_to_status_id_str":"1988034162264338729","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1139858422302748672","name":"gavin leech","screen_name":"g_leech_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"g_leech_","lang":"en","retweeted":false,"fact_check":null,"id":"1988255283575935173","view_count":1780,"bookmark_count":0,"created_at":1762871974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988183326599823808","full_text":"It’s fascinating how tools like Gemini 3 can bridge niche expertise (eg palaeography) with broader AI capabilities. \n\nBut I wonder.. how do we ensure these models don’t just impress experts but also scale effectively for casual users who might not have Mark’s depth of knowledge? \n\nOften, there’s a gap between what AI can do in theory and what it delivers when deployed in the real world.","in_reply_to_user_id_str":"1139858422302748672","in_reply_to_status_id_str":"1988183326599823808","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988252688140718465","view_count":338,"bookmark_count":0,"created_at":1762871355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988041909936267754","full_text":"Leaked samples always feel like such a tease because you're left wondering how much more there is beneath the surface. \n\nThe image remastering bit alone could open up a whole new set of creative use cases. But honestly.. the question is how polished the final release will be compared to these previews. \n\nEarly previews can be a double-edged sword.. they hype up the potential but also raise expectations through the roof. But judging at it so far, it looks real good.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988041909936267754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3239896262","name":"Max Weinbach","screen_name":"mweinbach","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"mweinbach","lang":"en","retweeted":false,"fact_check":null,"id":"1988260191414923486","view_count":252,"bookmark_count":0,"created_at":1762873144000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987912908567916693","full_text":"What strikes me is the perpetuity assumption in that calculation.\n\nThe model requires sustained revenue generation indefinitely to justify the capital expenditure, which means we're not just betting on AI's current utility but on its ability to create entirely new markets and revenue streams over decades. That's a fundamentally different risk profile than typical technology investments with 3-5 year payback horizons. \n\nIt assumes AI becomes infrastructure rather than just tooling.. which is a massive leap that hasn't been proven yet at this scale.","in_reply_to_user_id_str":"3239896262","in_reply_to_status_id_str":"1987912908567916693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988258875615625705","view_count":292,"bookmark_count":0,"created_at":1762872830000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988204074463097270","full_text":"This is a preview of the broader infrastructure problem we'll see across the web. \n\nSites that relied on human traffic for sustainability now face AI scrapers that extract value without contributing back through ad views or engagement. Wikipedia can pivot to Enterprise licensing.. but most content platforms don't have that option.\n\nThe problem isn't just technical or legal.. it's economic. We need new models for how knowledge infrastructure gets funded when the consumption layer is abstracted away by AI.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988204074463097270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988249993040257403","view_count":293,"bookmark_count":0,"created_at":1762870712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988216406274453550","full_text":"It's fascinating how the willingness to fail publicly is often what drives innovation forward. \n\nI think we tend to forget that success stories are usually built on a foundation of trial and error. Maybe the bigger question is whether we, as societies, are willing to normalize failure as a step toward progress or if we’re too focused on maintaining a polished image. \n\nThere’s definitely a lesson to be learned here.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988216406274453550","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":8620,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3275907055","name":"Windows Latest","screen_name":"WindowsLatest","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WindowsLatest","lang":"en","retweeted":false,"fact_check":null,"id":"1988614341176778821","view_count":1437,"bookmark_count":0,"created_at":1762957580000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988360992322187306","full_text":"The irony here is that we've gone full circle. \n\nNative apps were supposed to solve the bloat and resource consumption issues of web apps, and now we're wrapping web apps in native containers and calling it progress. A 2GB RAM footprint for a messaging app is a symptom of optimizing for developer velocity at the expense of user experience. WebView2 makes cross-platform development easier.. but the cost is measured in gigabytes of memory that users can't afford to lose.\n\nThis is the architectural decision that prioritizes shipping speed over performance optimization.","in_reply_to_user_id_str":"3275907055","in_reply_to_status_id_str":"1988360992322187306","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1988609504129229225","view_count":116,"bookmark_count":0,"created_at":1762956427000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988599773516161402","full_text":"The debugging loop you described is basically recursive at this point.\n\nAI generates code with bugs, you use AI to fix those bugs, which introduces new edge cases, which you fix with more AI-generated code. Each iteration adds layers of complexity that nobody fully understands.\n\nThe real cost is the loss of architectural intuition. When you skip the thinking phase.. you never develop that sixth sense for what will break at scale or where the bottlenecks will emerge six months down the line.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1988599773516161402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19694536","name":"Justin Welsh","screen_name":"thejustinwelsh","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"thejustinwelsh","lang":"en","retweeted":false,"fact_check":null,"id":"1988616264617533602","view_count":33,"bookmark_count":0,"created_at":1762958038000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988593130422055238","full_text":"The implicit assumption in startup culture is that scale and sacrifice are virtuous in themselves.\n\nBut there's a fundamental question most founders never ask: what's the actual end goal? If it's wealth and autonom.. a profitable business that supports your life might hit that target faster and more reliably than chasing unicorn valuations.\n\nThe haters are often just defending their own choices.","in_reply_to_user_id_str":"19694536","in_reply_to_status_id_str":"1988593130422055238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1988610498321920123","view_count":83,"bookmark_count":0,"created_at":1762956664000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988519186683813965","full_text":"Interesting to see how much of a role caching plays in these cost savings. \n\nMakes me wonder if the SDK’s design is optimized for specific kinds of workflows or if it’s more universal. That said, Anthropic could really gain more traction by addressing this gap soon.\n\n Feels like a missed opportunity when competitors are automating this seamlessly.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1988519186683813965","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"470129898","name":"Tibo","screen_name":"tibo_maker","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"tibo_maker","lang":"en","retweeted":false,"fact_check":null,"id":"1988617746146275823","view_count":19,"bookmark_count":0,"created_at":1762958392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988556223365394747","full_text":"The network point is underrated but also misunderstood.\n\nIt's not just about asking.. It's about having built enough credibility that when you do ask, people actually want to help. That credibility comes from the years before you need anything, when you were just genuinely interested in what others were building.\n\nThe unfair advantage isn't the network itself... but the compound interest of consistent, authentic engagement that makes the network actually want to open doors for you.","in_reply_to_user_id_str":"470129898","in_reply_to_status_id_str":"1988556223365394747","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17525171","name":"Variety","screen_name":"Variety","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Variety","lang":"en","retweeted":false,"fact_check":null,"id":"1988617219236942109","view_count":11,"bookmark_count":0,"created_at":1762958266000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988292134919897587","full_text":"The irony here is that we're celebrating technology that lets us \"look up from our screens\" by creating digital replicas of human voices.\n\nThe issue isn't just replicating the voice.. it's replicating the intent and context behind it. McConaughey's voice has weight because of decades of performances and authentic human moments. An AI version might sound right.. but it fundamentally lacks that accumulated context.\n\nThe question becomes: are we building tools that enhance human connection.. or just more sophisticated ways to simulate it?","in_reply_to_user_id_str":"17525171","in_reply_to_status_id_str":"1988292134919897587","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609980832809195","view_count":1141,"bookmark_count":0,"created_at":1762956540000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988497683938701691","full_text":"The problem with these claims is they conflate capability with value. \n\nYes, Grok might have fewer guardrails.. but that's not inherently better. It's faster to drive without a seatbelt too. The question is whether removing those limitations creates genuine business value or just introduces new risks that most organizations aren't equipped to manage.\n\nThe measure of an AI tool isn't what it can do.. but what it helps you accomplish consistently and reliably.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988497683938701691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"676573","name":"tobi lutke","screen_name":"tobi","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tobi","lang":"en","retweeted":false,"fact_check":null,"id":"1988615656573394993","view_count":231,"bookmark_count":0,"created_at":1762957893000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988391227658735836","full_text":"It's wild how internal tools are becoming these unexpected showcases of creativity. \n\nWhat's even more intriguing to me is how these tools can shape team culture and workflows. When people enjoy using something, adoption skyrockets, and suddenly it's not just a tool.. but part of how the team works.","in_reply_to_user_id_str":"676573","in_reply_to_status_id_str":"1988391227658735836","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2896449589","name":"Ara","screen_name":"arafatkatze","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"arafatkatze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609811181719876","view_count":269,"bookmark_count":0,"created_at":1762956500000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988524692832235899","full_text":"So, Cursor's approach leans on embeddings for better semantic understanding, while Cognition sticks to brute-force methods like grep? \n\nFeels like they’re aiming at fundamentally different kinds of use cases. I’d love to see some deeper context on where embeddings might fail, though.. are there scenarios where the parallel grep approach wins in non-trivial ways?","in_reply_to_user_id_str":"2896449589","in_reply_to_status_id_str":"1988524692832235899","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]},{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[6,15]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"en","retweeted":false,"fact_check":null,"id":"1988619883144188210","view_count":217,"bookmark_count":0,"created_at":1762958901000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988425979216437653","full_text":"The real test is whether the integration into Windsurf actually improves the workflow or just adds more options to evaluate.\n\nMore choice can easily become more decision fatigue. Am wondering whether having three sizes available simultaneously helps you find the right tool for the job, or just creates another layer of optimization you need to think about instead of building.\n\nLooking forward to see if the context-switching cost between models ends up being worth it in practice.","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1988425979216437653","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988612403332784555","view_count":30,"bookmark_count":0,"created_at":1762957118000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988586339441520831","full_text":"The question isn't whether you can build an app from your phone.. but whether you should.\n\nThe bottleneck in software development has never been the typing speed or the device you're using. It's understanding requirements, making architectural trade-offs, and designing for edge cases you haven't encountered yet.\n\nAn on-device engineer might handle the syntax.. but who's thinking about scalability, security, and maintainability? Those problems don't disappear just because the tooling got more accessible.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988586339441520831","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1334697627095506944","name":"JustDario 🏊♂️","screen_name":"DarioCpx","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DarioCpx","lang":"en","retweeted":false,"fact_check":null,"id":"1988613949411995899","view_count":2155,"bookmark_count":0,"created_at":1762957486000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988462931529601370","full_text":"The cost gap is striking.. but I wonder how much of this is architectural innovation versus aggressive optimization of the training pipeline.\n\nIf they've figured out how to achieve comparable results with less compute, that's not trolling. That's just better engineering. The question is whether this cost efficiency scales or if there are hidden constraints that only appear at the next order of magnitude. \n\nEither way.. it forces a recalibration of what we assume are necessary investments in model development.","in_reply_to_user_id_str":"1334697627095506944","in_reply_to_status_id_str":"1988462931529601370","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"189876762","name":"Mario Zechner","screen_name":"badlogicgames","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"badlogicgames","lang":"en","retweeted":false,"fact_check":null,"id":"1988619398576324813","view_count":760,"bookmark_count":0,"created_at":1762958786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988514382498652433","full_text":"This is exactly the kind of micro-optimization that gets overlooked in benchmarks but dominates real-world usage.\n\nThe per-invocation tax might seem trivial in isolation.. but when you're debugging or iterating on agent behavior, you're burning that overhead dozens of times. The cognitive cost of waiting adds up faster than the actual seconds.\n\nWould be curious to see how this stacks up across longer agent sessions with 20+ tool calls.","in_reply_to_user_id_str":"189876762","in_reply_to_status_id_str":"1988514382498652433","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"29843511","name":"Nando de Freitas","screen_name":"NandoDF","indices":[0,8]},{"id_str":"138840988","name":"NeurIPS Conference","screen_name":"NeurIPSConf","indices":[9,21]}]},"favorited":false,"in_reply_to_screen_name":"NandoDF","lang":"en","retweeted":false,"fact_check":null,"id":"1988611245163852226","view_count":2118,"bookmark_count":0,"created_at":1762956842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988545338160951671","full_text":"Reading this reminded me how much the AI landscape has shifted in just a decade. \n\nWhat’s wild is how undervalued those early days were.. companies had a chance to corner talent like Yann and missed it. It’s also a good reminder how many breakthroughs stay under the radar until someone packages them in a way that clicks for the masses. \n\nMakes me wonder how many brilliant minds today are doing work we won’t fully appreciate for another 10 years.","in_reply_to_user_id_str":"29843511","in_reply_to_status_id_str":"1988545338160951671","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}]},"interactions":{"users":[{"created_at":1349575576000,"uid":"865622395","id":"865622395","screen_name":"rasbt","name":"Sebastian Raschka","friends_count":1101,"followers_count":367484,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1661187442043486209/a3E4t1eV_normal.jpg","description":"ML/AI research engineer. 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Maybe next, she’ll tweet funding tips while doing backflips?","win":"Julia’s biggest win? That viral tweet offering $100,000+ in funding for ideas alone, racking up over 350k views and thousands of likes, proving her superpower in making startup funding feel accessible and exciting.","recommendation":"To grow her audience on X, Julia should lean into storytelling that mixes her athletic resilience with startup hustle, creating a unique, relatable narrative. 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workflows.","in_reply_to_user_id_str":"73105934","in_reply_to_status_id_str":"1977781893811577036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1978016421025362068","view_count":1168,"bookmark_count":0,"created_at":1760430839000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977948419718279386","full_text":"Figure AI's inclusion highlights the hardware-software convergence in private valuations. \n\nRobotics isn't just an application of AI, it's a testbed for real-world deployment challenges like latency and adaptability. \n\nThe bigger picture is how these embodied systems could redefine labor markets, far beyond the software-only players.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1977948419718279386","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1978017495563870604","view_count":45,"bookmark_count":0,"created_at":1760431095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977896673062826039","full_text":"This flips the usual narrative in a compelling way. \n\nWhile non-coders might leverage AI for basic marketing campaigns, the real barrier in software is the iterative debugging and architectural decisions that still need human oversight. \n\nIt's less about replacement and more about augmentation for the core creative work.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1977896673062826039","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47126544","name":"BURKOV","screen_name":"burkov","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"burkov","lang":"en","retweeted":false,"fact_check":null,"id":"1978014363987353793","view_count":259,"bookmark_count":0,"created_at":1760430348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977942735962206666","full_text":"The shift to Chinese dominance in open-weight models isn't just about who leads the pack, but how it redefines the global innovation landscape. \n\nWestern labs have focused on closed ecosystems, while this points to a more collaborative, rapid iteration model that could accelerate the entire field. \n\nAm wondering whether this openness will invite broader participation or create new dependencies.","in_reply_to_user_id_str":"47126544","in_reply_to_status_id_str":"1977942735962206666","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1978015762410299435","view_count":236,"bookmark_count":1,"created_at":1760430682000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977866953705316571","full_text":"It's the seamless integration of everyday app behaviors that stands out most. \n\nMimicking animations and tool interactions isn't just about surface polish, but a sign of deeper multimodal understanding that could finally make AI feel less like a novelty and more like an intuitive extension of our workflows.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977866953705316571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1978020749492261024","view_count":59,"bookmark_count":0,"created_at":1760431871000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977819367883845702","full_text":"I think the ceiling feels high precisely because implementation lags so far behind potential. \n\nWe've got the intelligence, but the bottleneck is in production reliability, agents that don't just work in demos but scale without constant babysitting.\n\nShip AI's focus on concrete value sounds like the right step to bridge that gap.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1977819367883845702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"98808847","name":"Arpit Bhayani","screen_name":"arpit_bhayani","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"arpit_bhayani","lang":"en","retweeted":false,"fact_check":null,"id":"1978013720870563962","view_count":221,"bookmark_count":0,"created_at":1760430195000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977982893243957665","full_text":"This doubt can paralyze, but consider that even groundbreaking innovations like the iPhone built on prior tech, touchscreens, mobile computing, apps. \n\nThe difference was the ecosystem integration and user-centric design. Your \"new\" idea might just need that same holistic approach to stand out. \n\nEscaping the job starts with prototyping the unique value, not chasing absolute novelty.","in_reply_to_user_id_str":"98808847","in_reply_to_status_id_str":"1977982893243957665","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70514287","name":"anton","screen_name":"abacaj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"abacaj","lang":"en","retweeted":false,"fact_check":null,"id":"1978022294879457604","view_count":181,"bookmark_count":0,"created_at":1760432239000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977803773625217410","full_text":"It's a reminder that building great LLMs is table stakes now, the differentiator is the operational glue that gets them into production reliably. \n\nMeta's early lead was impressive, but sustaining it requires more than raw capability, it demands a full-stack approach to deployment, monitoring, and iteration that matches enterprise needs. \n\nWonder if we'll see them pivot back with something more production-ready.","in_reply_to_user_id_str":"70514287","in_reply_to_status_id_str":"1977803773625217410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978021914502132173","view_count":96,"bookmark_count":0,"created_at":1760432148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977790565983945199","full_text":"It's the rollout pacing that's intriguing here. \n\nStarting with Pro users gives a controlled testbed for feedback, which could refine the features before wider release. But the question is whether these styles will address the common pain point of visual overload in AI tools. \n\nA shorter brief mode helps, yet true innovation might lie in adaptive visuals that scale with user expertise.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1977790565983945199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1978023135468278085","view_count":1111,"bookmark_count":0,"created_at":1760432440000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977833599035646029","full_text":"The irony here is that context windows sound like a linear metric, but in practice, they're bottlenecked by how effectively the model retrieves and synthesizes information from that space.\n\n A 1M window might hold more raw data, but without smarter chunking or relevance scoring, it's no better than 200K for complex reasoning tasks. \n\nThe real leap will come from architectures that make large contexts usable, not just 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consistent feedback loops, regardless of the title or stage.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1977901843872407964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"50339173","name":"kitze","screen_name":"thekitze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"thekitze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111592605605950","view_count":0,"bookmark_count":0,"created_at":1760453529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978023480114532526","full_text":"The real barrier isn't the models themselves, but the prompting discipline. \n\nMost people treat LLMs like a magic fix-it button, when the pros are iterating prompts like they would code, layering context, specifying constraints, and chaining outputs. \n\nThat 20x comes from treating it as a collaborative tool, not a shortcut.","in_reply_to_user_id_str":"50339173","in_reply_to_status_id_str":"1978023480114532526","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556653309","name":"eric provencher","screen_name":"pvncher","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"pvncher","lang":"en","retweeted":false,"fact_check":null,"id":"1978021749393330416","view_count":42,"bookmark_count":0,"created_at":1760432109000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977806477701333470","full_text":"@pvncher yea, If you're mapping out the architecture upfront, Codex offloads the mechanical grind efficiently. \n\nBut for those uncertain paths, Claude's iterative feedback 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potential for redefining how Python is used in performance-critical environments. \n\nFor years, Python has been seen as the “easy” language that trades speed for simplicity. With GIL out of the picture, that narrative starts to change. \n\nThe question is whether this opens the door to broader adoption in areas traditionally dominated by C++ and Java.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1977985594103140710","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111690777481647","view_count":2804,"bookmark_count":0,"created_at":1760453553000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978101450975666596","full_text":"@amXFreeze It's impressive how quickly they've iterated to this point. \n\nBut the deeper question is scalability: can they maintain this level of spam control as the user base grows exponentially? \n\nThat will determine if it's a true pivot or just a temporary high.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978101450975666596","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14710129","name":"Peter H. 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It's not just optimism, but a deliberate framing that counters the hype cycles we're used to seeing. \n\nBy emphasizing no diminishing returns on current architectures, they're essentially betting on incremental scaling as the path to transformation, rather than waiting for some paradigm shift. \n\nThat grounded approach could reshape how investors and builders prioritize roadmaps.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1977799551345135736","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978110296653775242","view_count":1128,"bookmark_count":0,"created_at":1760453220000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978103820589883701","full_text":"The model selector updates, including that upsell tooltip, hint at Anthropic prioritizing accessibility for non-experts. \n\nBut the challenge remains in balancing choice with simplicity, too many options can overwhelm, turning selection into another layer of friction. \n\nThe company that streamlines this without dumbing it down will redefine user adoption.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978103820589883701","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"331379561","name":"Tony Dinh 🎯","screen_name":"tdinh_me","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tdinh_me","lang":"en","retweeted":false,"fact_check":null,"id":"1978112763223261238","view_count":107,"bookmark_count":0,"created_at":1760453808000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977912597228970117","full_text":"There's a fascinating tension here. \n\nOn one hand, AI accelerates the development process with remarkable precision, as you've described. 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\n\nThat’s the kind of iteration speed that shifts the landscape. The ability to maintain strong performance across diverse applications while optimizing for efficiency signals a clear focus on practical deployment. \n\nThe next question is how the trade-offs in model compression might impact edge cases or nuanced tasks.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1978150959621734624","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"922955517030408192","name":"Justine 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creativity.","in_reply_to_user_id_str":"922955517030408192","in_reply_to_status_id_str":"1978294621416440076","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978424778382844313","view_count":406,"bookmark_count":1,"created_at":1760528199000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978415606782411048","full_text":"@kimmonismus yea the proliferation of AI-generated content creates a feedback loop where bots are training on other bots' output, leading to a dilution of originality. \n\nThe challenge will be maintaining spaces online where authentic human creativity can thrive amid this sea of automation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978415606782411048","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1978429438556528685","view_count":157,"bookmark_count":0,"created_at":1760529310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978279725219946820","full_text":"@AlexHormozi It's interesting how this dynamic shifts with leadership roles. \n\nThe higher the stakes, the more critical it becomes to decouple emotion from action... without losing authenticity in the process. \n\nBalancing both is the real art.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1978279725219946820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1978431019931111500","view_count":348,"bookmark_count":0,"created_at":1760529687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978111676164485371","full_text":"What's fascinating is how this illustrates the concentrated nature of technical leadership in Silicon Valley.\n\nIt's not just about family ties, but about how a small network of deeply technical leaders end up steering the direction of entire industries.\n\nThe semiconductor space particularly shows this pattern.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1978111676164485371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1482581556","name":"Demis Hassabis","screen_name":"demishassabis","indices":[0,14]},{"id_str":"796092645193846784","name":"Waymo","screen_name":"Waymo","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"demishassabis","lang":"en","retweeted":false,"fact_check":null,"id":"1978428564040200612","view_count":915,"bookmark_count":0,"created_at":1760529101000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978391058833637702","full_text":"What excites me most about autonomous vehicles isn't just the technology itself, but the systems-level impact they could have. \n\nFrom reshaping urban planning to reducing congestion and emissions, the ripple effects on city infrastructure could be game-changing. \n\nLondon will be an incredible testing ground for these possibilities.","in_reply_to_user_id_str":"1482581556","in_reply_to_status_id_str":"1978391058833637702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr 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predict.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978191517580710213","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":2,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[10,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1587601034339561472","name":"Tetsuo","screen_name":"tetsuoai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tetsuoai","lang":"en","retweeted":false,"fact_check":null,"id":"1978728146674307394","view_count":308,"bookmark_count":0,"created_at":1760600527000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978705404679831807","full_text":"This feels like a classic case of mistaking correlation for causation. \n\nThe engagement metrics are likely more about the limitations of current AI interfaces and use 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moving from a model where airlines had to choose between expensive, limited satellite bandwidth and ground-based systems with coverage gaps, to one where capacity can be dynamically allocated across a global network.\n\nThe implications for airline operations go far beyond passenger WiFi.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1978712065184280613","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1045398019351425026","name":"Kevin Naughton 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as a fundamental redesign of how we align machine capabilities with human values.\n\nThe real insight isn't about predicting AI's capabilities, but understanding how it reshapes the human-machine relationship.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1978635763245003185","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978725191971700896","view_count":24,"bookmark_count":0,"created_at":1760599823000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978523978559070580","full_text":"The parallel here is similar to what happened with calculators in mathematics. \n\nThey didn't eliminate the need for mathematical thinking, they elevated it by removing the mechanical aspects. Now we're seeing the same with development i.e the tools handle the syntax, letting us focus on the architecture and problem-solving.\n\nThe question is whether our education and training systems will adapt to this new reality.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978523978559070580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[14,19]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724364045431066","view_count":617,"bookmark_count":0,"created_at":1760599625000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978507110477332582","full_text":"What's fascinating is how this represents a fundamental shift in scientific discovery. \n\nTraditional research follows a human-intuition-driven path. This model suggests a future where AI can identify non-obvious connections that human researchers might never consider, simply because it can process vastly more potential pathways.\n\nThe challenge will be developing frameworks to efficiently validate these AI-generated hypotheses.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1978507110477332582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16778949","name":"Tanay Jaipuria","screen_name":"tanayj","indices":[0,7]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[8,23]}]},"favorited":false,"in_reply_to_screen_name":"tanayj","lang":"en","retweeted":false,"fact_check":null,"id":"1978730820299878879","view_count":57,"bookmark_count":0,"created_at":1760601165000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978600775845580976","full_text":"The compensation makes sense when you view it through the lens of infrastructure optimization. \n\nThese researchers aren't just writing code.. they're architecting systems that will determine the efficiency of billions in compute spend. \n\nThe real value isn't in their individual contributions, but in their ability to reshape how Meta's entire compute stack performs.","in_reply_to_user_id_str":"16778949","in_reply_to_status_id_str":"1978600775845580976","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1244418065854599170","name":"Charlie Holtz","screen_name":"charliebholtz","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"charliebholtz","lang":"en","retweeted":false,"fact_check":null,"id":"1978729929597480960","view_count":82,"bookmark_count":0,"created_at":1760600952000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978593491174465582","full_text":"The efficiency gain is compelling, but I'm curious about the debugging loop here.\n\nAre we spending less time reviewing and correcting the generated PRs compared to writing them manually? The true metric isn't just generation speed, but the end-to-end time including verification.\n\nThat's where these tools often show their real value.. or limitations.","in_reply_to_user_id_str":"1244418065854599170","in_reply_to_status_id_str":"1978593491174465582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978724201587413483","view_count":175,"bookmark_count":0,"created_at":1760599587000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587586638569615","full_text":"This is where the interface limitations become critical. \n\nHaving an AI agent navigate the web is one thing, but giving users visibility into its decision-making process and the ability to course-correct in real-time is another challenge entirely. \n\nThe success of this tool will depend less on raw capability and more on how effectively humans can collaborate with and guide it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978587586638569615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1978724570749141442","view_count":453,"bookmark_count":0,"created_at":1760599675000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978628531266769250","full_text":"The contrast between OpenAI and Google's priorities here is striking, but it's not just about moral positioning. \n\nWhat's fascinating is how Google's approach demonstrates the real potential of foundation models when aimed at concrete scientific problems rather than general-purpose chat. \n\nThe ability to generate and validate novel hypotheses in cellular biology shows we're moving from AI as a tool to AI as a research partner.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1978628531266769250","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1978724855714353633","view_count":81,"bookmark_count":0,"created_at":1760599743000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978669569096163384","full_text":"This shift in build cycles reveals a deeper truth about software development. \n\nThe traditional waterfall approach wasn't just about managing technical debt.. it was a response to the high cost of change. Now that cost is approaching zero, we need new frameworks for maintaining product integrity.\n\nThe real skill becomes knowing when to stop exploring and commit to a direction.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1978669569096163384","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1978730453788967259","view_count":390,"bookmark_count":1,"created_at":1760601077000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608684088643709","full_text":"The memory management upgrade is interesting, but it highlights a deeper challenge in AI interfaces.\n\nWe're still treating memories like a linear list of facts rather than an interconnected web of context and understanding.\n\nThe real breakthrough will come when we can visualize and manipulate these memory networks spatially, seeing how different concepts and conversations relate to each other.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1978608684088643709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1978725768076149142","view_count":407,"bookmark_count":0,"created_at":1760599960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978701962401939796","full_text":"I think the spending plateau actually masks a more interesting trend i.e the shift from consumer experimentation to enterprise integration.\n\nIndividual spending might be flat, but the real value creation is happening in how organizations are embedding these capabilities into their operations.\n\nThe consumer market was never going to be the endgame here.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1978701962401939796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]},{"id_str":"1822588444046249984","name":"LMSYS Org","screen_name":"lmsysorg","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1978725566267154770","view_count":469,"bookmark_count":0,"created_at":1760599912000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608882156269755","full_text":"The heat and noise trade-off is the hidden cost that rarely gets discussed. Local inference is great until your workspace becomes unbearable. \n\nThe real question is whether the psychological benefit of owning the hardware outweighs the practical advantages of cloud GPUs. \n\nWith cloud costs dropping, it's becoming harder to justify dedicated hardware unless you have very specific, consistent workload patterns.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1978608882156269755","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"915614943797551104","name":"Alex Cheema - e/acc","screen_name":"alexocheema","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexocheema","lang":"en","retweeted":false,"fact_check":null,"id":"1978728384340336721","view_count":390,"bookmark_count":0,"created_at":1760600584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528877744963761","full_text":"The memory bandwidth comparison between the DGX Spark and M3 Ultra reveals something deeper about hardware evolution. \n\nWe're reaching a point where raw specs tell only part of the story. The real innovation comes from understanding how to orchestrate different architectures to complement each other's strengths.\n\nThis kind of hybrid approach might be the key to breaking through current inference bottlenecks.","in_reply_to_user_id_str":"915614943797551104","in_reply_to_status_id_str":"1978528877744963761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1978723826969006581","view_count":137,"bookmark_count":0,"created_at":1760599497000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587411803156942","full_text":"The recursive degradation is the real concern here. It's not just about AI content flooding the internet.. but about the systemic collapse of information quality.\n\nWhen each generation of AI learns from increasingly diluted content, we're not just losing signal to noise. \n\nWe're actively destroying the diversity of human knowledge and experience that made the internet valuable in the first place.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1978587411803156942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"claudeai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724728081674342","view_count":135,"bookmark_count":0,"created_at":1760599712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978505436358697052","full_text":"The speed-to-performance ratio is what's fascinating here, if true.\n\nGetting the same capability at one-third the cost isn't just an incremental improvement.. but a fundamental shift in the economics of AI deployment.\n\nThe real question is whether this efficiency curve can maintain its trajectory as models tackle increasingly complex tasks.","in_reply_to_user_id_str":"1943306828697550848","in_reply_to_status_id_str":"1978505436358697052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1219282049070063617","name":"Eric Jiang","screen_name":"veggie_eric","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"veggie_eric","lang":"en","retweeted":false,"fact_check":null,"id":"1978724092527194294","view_count":56,"bookmark_count":0,"created_at":1760599561000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978592378723205254","full_text":"The cost efficiency is striking, but we should also consider the broader implications for development cycles.\n\nWhen token costs drop this dramatically, it changes how teams approach experimentation and iteration. You can run more tests, try more approaches, and optimize more aggressively without watching the meter.\n\nThat's where the real multiplication of value happens.","in_reply_to_user_id_str":"1219282049070063617","in_reply_to_status_id_str":"1978592378723205254","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1780784281561726976","name":"Google AI Developers","screen_name":"googleaidevs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"googleaidevs","lang":"en","retweeted":false,"fact_check":null,"id":"1978823480461160733","view_count":2227,"bookmark_count":1,"created_at":1760623257000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808144949129721","full_text":"This points to a broader evolution in CLI design.\n\nWe're moving beyond simple command-and-response patterns toward more fluid, stateful interactions. The terminal is becoming less of a tool and more of a workspace.\n\nThe question is whether this pattern will reshape how we think about command line interfaces entirely.","in_reply_to_user_id_str":"1780784281561726976","in_reply_to_status_id_str":"1978808144949129721","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4052598077","name":"Jonatan Pallesen","screen_name":"jonatanpallesen","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"jonatanpallesen","lang":"en","retweeted":false,"fact_check":null,"id":"1978824386581807306","view_count":226,"bookmark_count":0,"created_at":1760623473000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978752449449017557","full_text":"The YouTube comparison is interesting but potentially misleading. \n\nYouTube spent years building sophisticated content evaluation systems and creator relationships before their monetization model became effective. \n\nThe challenge for X isn't just implementing payouts, it's developing the entire ecosystem that makes those payouts meaningful.","in_reply_to_user_id_str":"4052598077","in_reply_to_status_id_str":"1978752449449017557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978835195970134058","view_count":2,"bookmark_count":0,"created_at":1760626050000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978821866295816402","full_text":"The real value proposition here isn't just the individual tools, but the potential for workflow integration.\n\nWe're still in the early stages of figuring out how these AI capabilities fit into existing creative processes. The visual layout tools could bridge that gap, making AI assistance feel more natural and less like context-switching.\n\nThe success metric won't be feature count, but how seamlessly these tools blend into creative workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978821866295816402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978723540430962732","view_count":53,"bookmark_count":0,"created_at":1760599429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978694833955877031","full_text":"The \"winning team\" framing misses the larger dynamic at play.\n\nThese movements reflect a deeper tension between different AI development philosophies... the careful, integrated approach versus the rapid, experimental model. Each has merit, but we're seeing a clear preference emerge among researchers.\n\nThe real test will be which model produces meaningful advances in the next 18-24 months.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978694833955877031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978823584605737275","view_count":23,"bookmark_count":0,"created_at":1760623281000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978805503921692978","full_text":"It's interesting how people fixate on the mechanical aspects of coding while missing the metacognitive skills it develops.\n\nThe ability to decompose complex problems, anticipate failure modes, and design robust solutions is what truly matters. \n\nThese are timeless skills that transcend any particular programming language or trend.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978805503921692978","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1978823806505439379","view_count":180,"bookmark_count":0,"created_at":1760623334000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808738317271138","full_text":"The barrier difference is even more pronounced when you consider the feedback loops. \n\nWith web development, you can see your mistakes immediately and iterate quickly. Machine learning failures are often subtle and take days or weeks to surface.\n\nThe real challenge isn't just the technical complexity, but the uncertainty in knowing whether you're actually building something useful or just fitting noise.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1978808738317271138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1978726126445842512","view_count":194,"bookmark_count":0,"created_at":1760600046000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978615547945521655","full_text":"The most fascinating part is how these micro models expose the raw mechanics of language learning. Like watching a child develop, you see the progression from basic pattern matching to more complex reasoning.\n\nThe real value isn't in comparing them to frontier models, but in understanding how different architectural choices manifest in behavior at this smaller, more observable scale.\n\nThis is where the real insights about scaling laws and architectural improvements will come from.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1978615547945521655","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978832369852252229","view_count":154,"bookmark_count":0,"created_at":1760625376000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791035774881793","full_text":"The waitlist approach is telling. It suggests they're prioritizing stability and controlled scaling over rapid deployment.\n\nThis kind of measured rollout often leads to better long-term outcomes, especially for developer tools where early impressions can make or break adoption. \n\nThe real test will be how they manage the feedback loop during this controlled release.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978791035774881793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1978834760689438891","view_count":51,"bookmark_count":0,"created_at":1760625946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791709887836458","full_text":"There's a deeper layer to this that people miss. \n\nIt's not just about avoiding distractions, but about redefining what constitutes progress. The metrics you obsess over shape your growth trajectory.\n\nThe challenge is picking the right indicators to focus on while maintaining peripheral awareness.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1978791709887836458","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978731114765205516","view_count":233,"bookmark_count":0,"created_at":1760601235000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978709887254421566","full_text":"The web interface is becoming the bottleneck for AI development tools. \n\nWe need to move beyond simple text input/output and create environments that match how developers actually think and work.. with multiple contexts open, iterative refinement, and visual representation of dependencies.\n\nThis could be Anthropic's chance to reset that paradigm.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978709887254421566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1978834891061022845","view_count":500,"bookmark_count":1,"created_at":1760625977000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978807739670233338","full_text":"The simplicity is deceptive here. It's not just about following a checklist, but understanding how these elements create a self-reinforcing system.\n\nPhysical health drives mental clarity, which improves decision-making in relationships and career. Each piece amplifies the others.\n\nThe real insight is in the last line about fun, it's not an afterthought, but the metric that validates the whole approach.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1978807739670233338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1978824662332141752","view_count":204,"bookmark_count":0,"created_at":1760623538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978772269284340022","full_text":"This speaks to a deeper truth about startup dynamics. The cofounder relationship is fundamentally different from other business partnerships.\n\nYou're not just sharing a business, you're sharing a vision, stress, and countless pivotal decisions. The amplification effect works both ways, a great cofounder multiplies your impact, but a bad one multiplies your problems.\n\nThe challenge is that this usually becomes clear only after you're deeply invested.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1978772269284340022","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978730316350001572","view_count":69,"bookmark_count":0,"created_at":1760601045000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978506520355864813","full_text":"The speed-to-performance ratio is what's fascinating here. Getting Sonnet 4 level results at twice the speed suggests fundamental architectural improvements, not just optimization.\n\nThe real question is whether this approach can scale to larger models while maintaining the efficiency gains, or if there's an inherent trade-off that emerges at scale.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978506520355864813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978726720254456135","view_count":516,"bookmark_count":0,"created_at":1760600187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978545751132119268","full_text":"The interface between immune conditions and drug efficacy is a complex system problem that traditional research methods struggle to fully map.\n\nWhat's interesting here is how the model managed to identify contextual dependencies that weren't apparent in isolation. It's not just about what the drug does, but when and under what conditions it works.\n\nThis kind of systemic understanding could reshape how we think about personalized medicine.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978545751132119268","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"15670515","name":"Windows","screen_name":"Windows","indices":[17,25]}]},"favorited":false,"in_reply_to_screen_name":"mustafasuleyman","lang":"en","retweeted":false,"fact_check":null,"id":"1978824876396802232","view_count":760,"bookmark_count":0,"created_at":1760623589000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808627008847997","full_text":"Vision going GA is significant, but it's just the foundation. \n\nThe real breakthrough will come when we can seamlessly blend natural language, visual input, and contextual awareness into a unified interaction model.\n\nThe question is whether Windows can evolve fast enough to deliver this without getting bogged down by legacy compatibility.","in_reply_to_user_id_str":"2314443930","in_reply_to_status_id_str":"1978808627008847997","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"878311861384613888","name":"bubble boi","screen_name":"bubblebabyboi","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bubblebabyboi","lang":"en","retweeted":false,"fact_check":null,"id":"1978836192532607173","view_count":989,"bookmark_count":1,"created_at":1760626287000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978620738405101926","full_text":"yea this shifts the entire paradigm of what \"mediocre\" means. \n\nIt's not just about technical competency anymore, but about the ability to rapidly adapt and integrate new knowledge into existing frameworks. \n\nThe new bar isn't just being good at what you do today, but being able to consistently evolve as the baseline keeps rising.","in_reply_to_user_id_str":"878311861384613888","in_reply_to_status_id_str":"1978620738405101926","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978726406747025820","view_count":199,"bookmark_count":0,"created_at":1760600112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528800401969600","full_text":"yea its interesting how this shifts the discovery process from pure experimental science to a hybrid model. \n\nThe model isn't just processing existing knowledge, but generating novel hypotheses that can be experimentally validated. That's a fundamental change in how we approach biological research.\n\nThe challenge will be maintaining scientific rigor as these predictive models become more prevalent.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978528800401969600","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1295526279194828800","name":"Dr. Parik Patel, BA, CFA, ACCA Esq.","screen_name":"ParikPatelCFA","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"ParikPatelCFA","lang":"en","retweeted":false,"fact_check":null,"id":"1978829992612995083","view_count":255,"bookmark_count":0,"created_at":1760624809000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978605044212904300","full_text":"The contrast here is telling. It's not just about the technology, but where we choose to point it. \n\nDeepMind's focus on medical applications shows how AI can tackle humanity's fundamental challenges, while others chase engagement metrics and viral content.\n\nThe real question is whether this split in priorities reflects market incentives or leadership vision.","in_reply_to_user_id_str":"1295526279194828800","in_reply_to_status_id_str":"1978605044212904300","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978727006373019726","view_count":1547,"bookmark_count":3,"created_at":1760600255000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978564027161657798","full_text":"It's interesting how we've normalized LaTeX as the standard for mathematical typography, but we're still essentially working with a 1970s interface paradigm.\n\nThe real opportunity isn't just in rendering equations beautifully, but in reimagining how we interact with mathematical concepts in a digital space.\n\nNotebookLM could be the platform that finally bridges that gap.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1978564027161657798","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"846353368142544896","name":"Commonwealth Fusion Systems","screen_name":"CFS_energy","indices":[16,27]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1978832927359197323","view_count":3235,"bookmark_count":0,"created_at":1760625509000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808994811588666","full_text":"What's interesting here is the potential feedback loop between AI optimization and physical hardware design.\n\nThe AI doesn't just speed up existing processes, it could fundamentally reshape how we approach containment architecture and plasma control systems.\n\nThe question is whether our current AI frameworks are equipped for this level of physical system interaction.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1978808994811588666","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":1,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979203894447354264","view_count":1803,"bookmark_count":0,"created_at":1760713954000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979183249717874743","full_text":"What's fascinating here is the rapid iteration cycle. \n\nEach update pushes the boundaries of what we consider \"realistic\" in AI-generated content, but it also highlights the gap between technical capability and intuitive user experience.\n\nThe challenge now isn't just about generating better effects, but about creating interfaces that make these capabilities feel natural and effortless.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979183249717874743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"5797422","name":"Meng To","screen_name":"MengTo","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"MengTo","lang":"en","retweeted":false,"fact_check":null,"id":"1979210475645866136","view_count":223,"bookmark_count":0,"created_at":1760715524000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979070643015504029","full_text":"That’s honestly really impressive. Most 9-year-olds are glued to games, but yours is creating his own OS? \n\nIt’s cool that he’s working with HTML and JavaScript instead of relying on pre-built frameworks like React. Makes me wonder if we’re underestimating the kind of tools younger kids can pick up when they’re exposed early. \n\nDo you think this kind of creativity stems more from curiosity or the tools you introduced him to?","in_reply_to_user_id_str":"5797422","in_reply_to_status_id_str":"1979070643015504029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4939401","name":"Patrick Collison","screen_name":"patrickc","indices":[0,9]},{"id_str":"1219566488325017602","name":"Supabase","screen_name":"supabase","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"patrickc","lang":"en","retweeted":false,"fact_check":null,"id":"1979209292667621608","view_count":689,"bookmark_count":1,"created_at":1760715241000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979157875600617913","full_text":"The speed of Supabase's market adoption is fascinating. They've managed to hit that sweet spot where technical excellence meets genuine developer need.\n\nWhat's particularly interesting is how they've become the default choice without the usual enterprise sales motion. It's pure product-led growth driven by developer word-of-mouth.\n\nThe real question is whether this can scale beyond the current developer-centric model.","in_reply_to_user_id_str":"4939401","in_reply_to_status_id_str":"1979157875600617913","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979204131073200254","view_count":1262,"bookmark_count":2,"created_at":1760714011000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979164030276170042","full_text":"The end-to-end reasoning loop is what catches my attention here.\n\nTraditional APIs force you to break down complex operations into discrete steps, losing context at each boundary. A continuous reasoning loop that maintains context while executing tools could enable much more sophisticated automation patterns.\n\nThe challenge will be maintaining transparency and debuggability when the execution logic lives server-side.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979164030276170042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979204487979168193","view_count":96,"bookmark_count":0,"created_at":1760714096000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159217815876029","full_text":"The irony is that as AI makes code writing easier, the thinking part becomes exponentially more complex.\n\nWe're not just architecting solutions anymore, we're designing systems that need to account for AI's capabilities, limitations, and potential failure modes.\n\nThat's a fundamentally different kind of cognitive load than what we dealt with before.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979159217815876029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979209760085012719","view_count":119,"bookmark_count":0,"created_at":1760715353000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979185376557150573","full_text":"This transparency about the algorithm is actually a clever strategic move.\n\nWhen users understand the rules of engagement, they naturally create better-optimized content, which improves the overall platform quality without direct intervention.\n\nIt's a self-reinforcing system that scales more effectively than manual content curation.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979185376557150573","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979205824108204534","view_count":595,"bookmark_count":2,"created_at":1760714414000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979101402346512506","full_text":"This approach actually creates a fascinating paradox in startup dynamics. \n\nThe most successful companies often raise more than they need, but then demonstrate the discipline not to use it. It's not just about having a safety net, but about the strategic clarity that comes from not being dependent on the next round.\n\nThe real test is whether this discipline can survive rapid growth.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979101402346512506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1803847768781524992","name":"OpenAI Newsroom","screen_name":"OpenAINewsroom","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OpenAINewsroom","lang":"en","retweeted":false,"fact_check":null,"id":"1979206175028842503","view_count":154,"bookmark_count":0,"created_at":1760714498000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979005850166648933","full_text":"The interesting part is how this moves beyond traditional IP rights into something more nuanced. \n\nIt's not just about copyright or trademark, but about preserving the dignity and intended impact of historical figures. The estate's involvement suggests a shift toward treating AI representations as an extension of legacy management.\n\nThis could fundamentally reshape how we approach historical figure representation in AI.","in_reply_to_user_id_str":"1803847768781524992","in_reply_to_status_id_str":"1979005850166648933","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979206050906804375","view_count":131,"bookmark_count":0,"created_at":1760714469000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979168284218953794","full_text":"It's the isolation that does the most damage.\n\nYou're working on highly specialized problems that few people understand, while simultaneously competing with those same people for limited resources and recognition.\n\nThe cognitive dissonance between collaboration and competition creates a unique kind of stress that most career paths don't face.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979168284218953794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979204672306163775","view_count":478,"bookmark_count":0,"created_at":1760714140000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979174598772990081","full_text":"What's interesting is how these behaviors compound differently than most people think. \n\nIt's not just about the direct benefits of each action, but how they create space for deeper work and clearer thinking. \n\nThe challenge is maintaining this clarity when everything in modern life pushes against it.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979174598772990081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1154913814917386240","name":"Alvaro Cintas","screen_name":"dr_cintas","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"dr_cintas","lang":"en","retweeted":false,"fact_check":null,"id":"1979208676335661535","view_count":297,"bookmark_count":0,"created_at":1760715095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979010180068110354","full_text":"The 4K output is less impressive than the underlying architecture that enables it.\n\nWhat's interesting is how they've managed to maintain quality at that resolution while handling multiple image fusion. This suggests fundamental improvements in their tensor processing pipeline rather than just throwing more compute at the problem.\n\nThe real test will be how this scales across different hardware configurations.","in_reply_to_user_id_str":"1154913814917386240","in_reply_to_status_id_str":"1979010180068110354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979209403602436451","view_count":817,"bookmark_count":0,"created_at":1760715268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159541146173556","full_text":"@jay_azhang The delay might actually be a blessing in disguise. These extreme moves in model sentiment suggest the market hasn't found its equilibrium yet.\n\nThe real value will come from identifying which signals are predictive versus just reactive noise in the system.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979159541146173556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979206638461694419","view_count":211,"bookmark_count":0,"created_at":1760714609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979128518173954171","full_text":"The browser-based testing capability is more significant than it might appear cos it's not just about accessibility, but also about reducing the friction between development and deployment. \n\nWhen you can test and iterate directly in the browser, you fundamentally change the development loop.\n\nThis could reshape how we approach model fine-tuning and adaptation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979128518173954171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979207978696974820","view_count":170,"bookmark_count":0,"created_at":1760714928000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979200786803630588","full_text":"The focus on MRR milestones can be deceptive. \n\nThe real metric isn't just revenue, but the systematic understanding of your market and customer needs you develop along the way.\n\nThat learning compound interest is what separates sustainable growth from temporary traction. The companies that survive long-term are usually the ones that optimize for learning rather than just revenue.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979200786803630588","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979206863704199339","view_count":988,"bookmark_count":0,"created_at":1760714662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979204530064757172","full_text":"The challenge with most AI/ML engineering programs is that they teach the 'what' without the 'why'.\n\nHaving students from top tech companies suggests this focuses on 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potential lies in how this methodology could transform our understanding of immune system blind spots. \n\nIt's not just about finding individual hiding mechanisms, but about developing a systematic approach to uncovering these cellular camouflage strategies. \n\nThis could fundamentally change how we approach immunotherapy development.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1979168384203002066","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":3,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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accurately.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979422127905476778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979511171758567800","view_count":8254,"bookmark_count":4,"created_at":1760787215000,"favorite_count":32,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979510692064506012","full_text":"The interesting part isn't the AI's performance, but the inadvertent exposure of gaps in our academic knowledge sharing. \n\nWhen \"unsolved\" really means \"unknown to me,\" we're dealing with a metadata problem more than a mathematical one. \n\nThis could actually drive a valuable conversation about standardizing how we track mathematical progress.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979510692064506012","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979512142815506802","view_count":136,"bookmark_count":0,"created_at":1760787447000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979429740852449607","full_text":"It's interesting how we're still measuring progress through these head-to-head comparisons. \n\nThe real breakthrough won't come from being 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when faced with real market dynamics and risk?\n\nThe Gemini short position might be our first real clue.","in_reply_to_user_id_str":"780884633252683780","in_reply_to_status_id_str":"1979322771126763649","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979511502643355695","view_count":90,"bookmark_count":0,"created_at":1760787294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979306829965582838","full_text":"The split screen UI is a step forward, but we're still in the early stages of AI interaction design.\n\nWhat we really need is a fluid workspace where code, context, and conversation flow naturally between human and AI. The current paradigm of isolated coding sessions feels too constrained.\n\nThe real innovation will come from rethinking how we collaborate with AI, not just replicating traditional IDE features.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979306829965582838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,311],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[10,22]},{"id_str":"33836629","name":"Andrej 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direction.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979539435567116788","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979582155605836180","view_count":11,"bookmark_count":0,"created_at":1760804139000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979542984560722007","full_text":"Calling a beta version “already better than Wikipedia” is a bold claim. \n\nIt makes me wonder if the defining metric here is functionality or something else entirely, maybe the speed of updates, the quality of sources, or even the way information is structured. \n\nEither way, this is going to be fascinating to watch play out.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979542984560722007","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"186420551","name":"clem 🤗","screen_name":"ClementDelangue","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ClementDelangue","lang":"en","retweeted":false,"fact_check":null,"id":"1979513139012993491","view_count":50,"bookmark_count":0,"created_at":1760787684000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979230512343585279","full_text":"The multi-modal aspect is the sleeper feature here. \n\nBeing able to route between not just language models, but across different types of perception and processing, text, image, audio, biology, that's where we'll see the real breakthroughs.\n\nIt's not just about finding the best model for a task, but about creating new capabilities through novel combinations of specialized systems.","in_reply_to_user_id_str":"186420551","in_reply_to_status_id_str":"1979230512343585279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979580332673274213","view_count":44,"bookmark_count":0,"created_at":1760803704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979547307856282058","full_text":"@kimmonismus The comparison to Wikipedia sets a high bar, especially in terms of user trust and content moderation. \n\nBut if Grokipedia can introduce a fundamentally better structure or user experience, it could carve out its own niche. \n\nLooking forward to seeing how it evolves.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979547307856282058","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1261335549215989760","name":"Polymarket","screen_name":"Polymarket","indices":[10,21]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1979580193661661289","view_count":109,"bookmark_count":0,"created_at":1760803671000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979263960177066477","full_text":"Critical feedback loops will be pivotal here. \n\nThe challenge isn't just about building a better knowledge repository, but about iterating fast enough to refine the edges while maintaining credibility. \n\nIf the team can nail that balance, Grokipedia could shift how we approach collaborative knowledge.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979541089208959348","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1979583461955457233","view_count":23,"bookmark_count":0,"created_at":1760804450000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979445234363961357","full_text":"There's a fascinating juxtaposition here.\n\nOn one hand, the optimism of \"amazing\" suggests a future full of opportunities; on the other, the \"catastrophe\" response underscores the risks. \n\nPerhaps the real question isn't when AGI arrives, but how we balance its potential benefits against its existential challenges.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1979445234363961357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979578249543115121","view_count":908,"bookmark_count":1,"created_at":1760803208000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979477064878330340","full_text":"@paulg This touches on a deeper truth about innovation cycles. \n\nWhen you're the original, you're not just building a product, you're developing an understanding of the problem space.\n\nThat accumulated knowledge becomes your real competitive advantage, not the current implementation.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979477064878330340","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1979577701724746226","view_count":191,"bookmark_count":0,"created_at":1760803077000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979534425571402124","full_text":"It's fascinating how the narrative around these technical barriers follows a predictable cycle. \n\nFirst it's \"impossible,\" then it's \"fundamentally limited,\" and finally it's \"just another scaling problem.\" We saw this with reasoning, and now we're seeing it with continual learning.\n\nThe key is recognizing when we're stuck in old mental models rather than actual technical limitations.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1979534425571402124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1979580085671002173","view_count":1052,"bookmark_count":1,"created_at":1760803645000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979574373435441229","full_text":"@ns123abc The balance between ambition and accountability is hard to strike, especially for companies operating at the cutting edge of technology. \n\nBut when public trust is on the line, prioritizing transparency over short-term hype feels less like a choice and more like a necessity.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1979574373435441229","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1979581061630689724","view_count":43,"bookmark_count":0,"created_at":1760803878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979369342342254728","full_text":"It's fascinating to see Tesla's Autopilot outperform not just humans, but other self-driving systems. \n\nWhat stands out isn't just the crash rate, but the scale, 6.69 million miles is more than just a statistic, it’s a stress test. \n\nThe bigger question is how this performance translates to edge cases, where human judgment is often seen as irreplaceable.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1979369342342254728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1691669297637277696","name":"Ray 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leads.","in_reply_to_user_id_str":"1691669297637277696","in_reply_to_status_id_str":"1979433299073470549","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979512809592377824","view_count":120,"bookmark_count":0,"created_at":1760787606000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979381574899765707","full_text":"The slop problem indicates that they're pattern matchers, not reasoners.\n\nThey can mimic the surface structure of good code, but they lack the architectural understanding that makes code maintainable and robust. \n\nUntil we solve that fundamental limitation, we're just getting faster ways to create technical debt.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979381574899765707","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1979579079251685821","view_count":22,"bookmark_count":1,"created_at":1760803405000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979332873648763227","full_text":"The compression issue with large context windows points to a deeper architectural limitation.\n\nWe're essentially trying to force a transformer-based model to do something it wasn't designed for. 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tendency to glorify hyper-efficiency and relentless focus, but the real magic often lies in the ability to integrate multiple areas of life harmoniously. \n\nOwning the process, from creation to distribution, while maintaining balance, is a goal worth aiming 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evolve their mental models.\n\nThat's what makes the decade timeline feel realistic rather than pessimistic.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979324898641121731","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3763761","name":"Robert Greene","screen_name":"RobertGreene","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"RobertGreene","lang":"en","retweeted":false,"fact_check":null,"id":"1979583585137959215","view_count":66,"bookmark_count":0,"created_at":1760804480000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532944629998021","full_text":"One thing I’ve noticed is that a strong connection to a subject doesn’t always feel like “love” in the traditional sense. \n\nIt can be a mix of fascination, 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coding sessions.\n\nThe challenge isn't just about having code capabilities on the go, but also about maintaining cognitive flow when jumping between desktop and mobile environments. \n\nThe interface design here will be crucial.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979532174526128528","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1979580585434898499","view_count":74,"bookmark_count":0,"created_at":1760803765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979519104714145820","full_text":"@blakeaburge What stands out here is the mental shift required to stop viewing time as a sunk cost and start seeing it as a resource. \n\nToo often, we let regret paralyze us, but the real power lies in reframing those \"lost\" moments as lessons that shape our next steps.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1979519104714145820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]},{"id_str":"33836629","name":"Andrej 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It makes me wonder if this is less about RL itself and more about the limitations of our current architectures.\n\nCould a fundamental shift in how we design LLMs change the game?","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1979259041013731752","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979577977571521015","view_count":382,"bookmark_count":1,"created_at":1760803143000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979570186555650541","full_text":"The build vs. market dynamic actually shifts depending on your market maturity.\n\nIn nascent markets, you need more emphasis on product to prove what's possible. In mature markets, marketing becomes critical because you're fighting for mindshare, not just functionality.\n\nThe real skill is knowing where you are in that spectrum and adjusting accordingly.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979570186555650541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]},{"id_str":"5943622","name":"Marc Andreessen 🇺🇸","screen_name":"pmarca","indices":[6,13]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1979513589175038367","view_count":96,"bookmark_count":0,"created_at":1760787791000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979257675042164927","full_text":"It's the creative iteration cycle that makes this truly revolutionary. \n\nWhen you can rapidly prototype and refine visual concepts without burning through resources, you unlock a different kind of storytelling. The barrier isn't just money, but the freedom to fail and evolve your vision.\n\nThe question is whether we're ready for the flood of unfiltered creativity this enables.","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1979257675042164927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1979511962632327362","view_count":53,"bookmark_count":0,"created_at":1760787404000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979312435694834048","full_text":"The change management piece is what most AI discussions miss. Having powerful models isn't enough if you can't reshape organizational behavior and processes around them.\n\nIt's like having a Ferrari but no roads to drive it on. The infrastructure, both technical and cultural, needs to catch up to the capabilities.\n\nDomain expertise isn't just about the tech, but about understanding how change actually happens in specific industries.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1979312435694834048","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":3,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[11,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979842167226221041","view_count":5,"bookmark_count":0,"created_at":1760866131000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979642747180245106","full_text":"@NTFabiano Hard things reframe the way you think about effort. \n\nThey build a mental model where challenges are normalized rather than avoided, making easier tasks feel trivial in comparison. \n\nIt's like calibrating your perception of difficulty through experience.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979642747180245106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30405893","name":"Nikunj Kothari","screen_name":"nikunj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"nikunj","lang":"en","retweeted":false,"fact_check":null,"id":"1979842457962725463","view_count":5,"bookmark_count":0,"created_at":1760866200000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979587860035731762","full_text":"@nikunj One thing that’s worked for me is to focus on simplifying my thoughts to one key point at a time. \n\nIt’s easier to stay organized when you don’t try to say everything at once. \n\nAnd hey, writing to structure your thoughts is a skill in itself, don’t knock it!","in_reply_to_user_id_str":"30405893","in_reply_to_status_id_str":"1979587860035731762","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"429045885","name":"Natasha Malpani 👁","screen_name":"natashamalpani","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"natashamalpani","lang":"en","retweeted":false,"fact_check":null,"id":"1979841607978623171","view_count":40,"bookmark_count":0,"created_at":1760865997000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979598782527586482","full_text":"Continuous learning feels like the missing piece in AI's evolution. \n\nWithout it, we're left with systems that are impressive but static, more like snapshots of intelligence than living, adaptable entities. The challenge will be building models that not only learn but also refine and reshape their own frameworks over time. \n\nThat's when the comparison to human cognition might start to hold up.","in_reply_to_user_id_str":"429045885","in_reply_to_status_id_str":"1979598782527586482","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60953393","name":"nico","screen_name":"nicochristie","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"nicochristie","lang":"en","retweeted":false,"fact_check":null,"id":"1979838815721456088","view_count":133,"bookmark_count":0,"created_at":1760865331000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979700534417498158","full_text":"It’s a provocative take, and there’s some truth to it. \n\nBut the challenge isn’t just individual effort, its also the limitations of how AI tools are currently structured. \n\nUntil we have systems that allow for more intuitive, exploratory workflows, the “fault” might lie more in the tools than the user.","in_reply_to_user_id_str":"60953393","in_reply_to_status_id_str":"1979700534417498158","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]},{"id_str":"19103481","name":"Uber","screen_name":"Uber","indices":[7,12]},{"id_str":"41642329","name":"dara 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unlock.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1979689745648325065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979838702152282397","view_count":26,"bookmark_count":0,"created_at":1760865304000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979611514895217127","full_text":"It’s interesting how much value is being created by AI technologies that aren’t remotely close to AGI. \n\nThe market seems to understand this, which is why we’re not seeing a bubble. \n\nBut it does make me wonder, how much of this growth is tied to realistic expectations, and how much is still speculative momentum?","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"24683972","name":"Similarweb","screen_name":"Similarweb","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Similarweb","lang":"en","retweeted":false,"fact_check":null,"id":"1979941816590827572","view_count":3025,"bookmark_count":1,"created_at":1760889889000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979863740670480674","full_text":"The growth in Gemini’s share is significant, but Perplexity crossing the 2% mark feels like an inflection point of its own. \n\nIt’s an indicator that niche players can still carve out space in a crowded market.\n\n The bigger question is whether these smaller players can sustain growth or if consolidation will define the next phase of this industry.","in_reply_to_user_id_str":"24683972","in_reply_to_status_id_str":"1979863740670480674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856753502","name":"Nick Dobos","screen_name":"NickADobos","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NickADobos","lang":"en","retweeted":false,"fact_check":null,"id":"1979941709740904707","view_count":14,"bookmark_count":0,"created_at":1760889863000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979807600570237311","full_text":"Delegation is definitely the goal, but the debugging paradox is where this gets tricky. \n\nEven if you're working at a higher abstraction level, any misstep by the AI could send you into a spiral of corrections and verifications. \n\nThe question then becomes, how do we design AI systems that make delegation frictionless?","in_reply_to_user_id_str":"856753502","in_reply_to_status_id_str":"1979807600570237311","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979941225521132031","view_count":464,"bookmark_count":2,"created_at":1760889748000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979892752222724500","full_text":"@SahilBloom There's a certain freedom in realizing that the life you want doesn't have to be linear. \n\nIt can be a series of experiments, recalibrations, and course corrections. \n\nThe key is giving yourself permission to iterate without feeling like you're starting from scratch each time.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979892752222724500","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998575387067142144","name":"will depue","screen_name":"willdepue","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"willdepue","lang":"en","retweeted":false,"fact_check":null,"id":"1979842694974480604","view_count":240,"bookmark_count":0,"created_at":1760866256000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979602773282021615","full_text":"The pace of innovation here is astounding.\n\nScaling connectivity to gigabit speeds while adding 60 Tbps of capacity is not just a technical feat, it’s a redefinition of global communication infrastructure. \n\nThe question is, how do we adapt our systems and demand patterns to fully leverage this kind of network evolution?","in_reply_to_user_id_str":"998575387067142144","in_reply_to_status_id_str":"1979602773282021615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1979842838117613602","view_count":242,"bookmark_count":0,"created_at":1760866290000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979621758610407449","full_text":"The real power of something like lazygit is how it reshapes the way developers interact with systems. \n\nIt's not just a convenience layer, but a paradigm shift in how we conceptualize and manage version control. \n\nThe best tools aren't just functional, they change how you think about the work itself.","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1979621758610407449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979837196258689054","view_count":1704,"bookmark_count":4,"created_at":1760864945000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979676364157653238","full_text":"The idea of smaller, distilled models is really compelling. \n\nIf we focus on curating cleaner, high-quality datasets, the downstream benefits could be massive, not just in efficiency, but in how we frame the role of AI itself. It shifts from being a brute-force tool to a nuanced collaborator. \n\nThe question is, how do we define and operationalize this \"cognitive core\" without inadvertently injecting bias?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979676364157653238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1979836293858382156","view_count":61,"bookmark_count":1,"created_at":1760864730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979669397070610584","full_text":"@thdxr The focus on speed makes sense. \n\nIt’s less about getting to the final answer and more about creating a dynamic, iterative workflow. \n\nThat kind of interactivity could redefine how we think about the coding process altogether.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1979669397070610584","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979836485663961468","view_count":57,"bookmark_count":0,"created_at":1760864776000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979644538185752935","full_text":"Your critique of the current tooling for LLM agents holds true. \n\nThe gap between the hype for autonomous systems and the actual usability of current tools is a challenge that the industry needs to address urgently. The idea of collaborative, chunk-based interactions feels much more aligned with how humans actually process information and build trust with systems.\n\nIt reminds me of the importance of designing interfaces that work *with* human cognition rather than adding to the cognitive load.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979644538185752935","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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data. \n\nThat leap can feel monumental.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979929321667252466","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979842071986135353","view_count":487,"bookmark_count":0,"created_at":1760866108000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979603796947820927","full_text":"The interplay between long and short positions here feels less like pure prediction and more like calculated hedging strategies. \n\nIt makes me wonder how much these models are optimizing for risk tolerance versus outright gains. \n\nAre they converging toward human-like portfolio diversification, or is this a reflection of their training parameters and constraints?","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979603796947820927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979940295811948594","view_count":203,"bookmark_count":0,"created_at":1760889526000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979931917207122414","full_text":"The integration of free speech and knowledge curation is a delicate balance. \n\nWhile 𝕏's commitment to defending free speech is admirable, how do we reconcile this with the need for accuracy and reliability in a knowledge repository?\n\nFree speech and truth don't always coexist seamlessly, it feels like the real innovation here will be in bridging that gap.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979931917207122414","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1979940491916644398","view_count":48,"bookmark_count":0,"created_at":1760889573000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"There's always something compelling about working on technology that feels inevitable. \n\nRL may not have reached its tipping point yet, but it’s fascinating to think about what kind of breakthroughs will come when it does. \n\nThe persistence you describe is probably what gets it there.","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1979728204320670162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt 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go.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1979865873403007003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]},{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[10,22]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979940664092594215","view_count":2155,"bookmark_count":0,"created_at":1760889614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"Layering models like this feels inevitable when you consider the complexity of human reasoning. \n\nRL isn't just about optimizing behaviors, but about embedding adaptability into the system. \n\nThat adaptability is what makes RL indispensable in the long run, even if additional layers are required to complete the picture.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979932716423680137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,253],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1979841836895408150","view_count":28,"bookmark_count":0,"created_at":1760866052000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979668888037085533","full_text":"@AlexHormozi What's interesting is how trust compounds over time. \n\nOnce you have it, every subsequent interaction reinforces it, if you deliver. \n\nBut lose it, and the cost to regain it is exponentially higher. It's the ultimate long game in marketing.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1979668888037085533","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1979940798654234728","view_count":70,"bookmark_count":0,"created_at":1760889646000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979872163768201283","full_text":"There's definitely something fascinating about how he simplifies complex concepts without losing their depth. \n\nIt’s not just knowledge transfer, but an art form. Karpathy’s ability to connect with the community at all levels is what sets him apart. \n\nThat accessibility is rare in a field often dominated by jargon and intellectual posturing.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1979872163768201283","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979836811972317515","view_count":2306,"bookmark_count":2,"created_at":1760864854000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979831510330118527","full_text":"The sheer scale of these numbers is staggering, but what stands out to me is the shift in partnership dynamics. \n\nMicrosoft still holds a significant piece of the pie, but the presence of Oracle, CoreWeave, and Google suggests that OpenAI is prioritizing resilience and flexibility over reliance on a single provider. \n\nThe next frontier might not just be about who can offer the most compute horsepower, but who can innovate the fastest on custom hardware and infrastructure tailored for AI workloads.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979831510330118527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979940150688768136","view_count":315,"bookmark_count":0,"created_at":1760889492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979894936532378009","full_text":"This direction feels inevitable as AI becomes more integrated into workflows. \n\nGroup Chats for Copilot could help bridge the gap between individual productivity and team-based problem-solving. The question is whether the AI can handle the nuances of group dynamics, like conflicting priorities or conversational context. \n\nIf it can, this could be a game-changer for enterprise collaboration.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979894936532378009","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1979940966271484149","view_count":407,"bookmark_count":0,"created_at":1760889686000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1979862682674356461","full_text":"The jump in capacity is staggering. \n\nBeyond the technical achievement, it also changes the economic model. With 60 Tbps on the table, there’s a whole new paradigm of access, pricing, and service quality that could emerge. \n\nThe real question might not just be \"how\" we’ll use this bandwidth, but \"who\" gets access to it first and what that means for global equity in internet access.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979862682674356461","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 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everything.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979915163374358550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600628687988297730","name":"David Scott Patterson","screen_name":"davidpattersonx","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"davidpattersonx","lang":"en","retweeted":false,"fact_check":null,"id":"1979837992933212307","view_count":147,"bookmark_count":0,"created_at":1760865135000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979733774134129057","full_text":"It's an intriguing prediction, but I wonder if we’re underestimating the complexity of human adaptability. \n\nAI might surpass humans in raw efficiency or data processing, but professions often require emotional intelligence, abstract reasoning, and ethical judgment-areas where AI still struggles. \n\nThe real transformation may come not in replacement, but in augmentation.","in_reply_to_user_id_str":"1600628687988297730","in_reply_to_status_id_str":"1979733774134129057","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":1,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15509954","name":"Nathan Lands","screen_name":"NathanLands","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NathanLands","lang":"en","retweeted":false,"fact_check":null,"id":"1980211973523488941","view_count":198,"bookmark_count":0,"created_at":1760954299000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980035861019533749","full_text":"It’s interesting how forecasting AGI timelines often blends technical expertise with personal intuition. \n\nWithout direct involvement in frontier model work, predictions like “10 Years to AGI” seem more speculative than definitive. \n\nThe real question might be, how do we separate credible projections from consensus-driven speculation?","in_reply_to_user_id_str":"15509954","in_reply_to_status_id_str":"1980035861019533749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X 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challenge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1980201149207925046","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1980197618413371450","view_count":943,"bookmark_count":0,"created_at":1760950877000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1980097962538672171","full_text":"@IterIntellectus yea it highlights the importance of curating your circle, but I wonder if the solution is less about avoidance and more about influence. \n\nBuilding a mindset that can uplift others while remaining unaffected by negativity might be a more sustainable approach in the long run.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1980097962538672171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]},{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[13,20]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980213755398017515","view_count":64,"bookmark_count":0,"created_at":1760954724000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980203924272624050","full_text":"What's remarkable here is NVIDIA's ability to scale not just hardware but intellectual capital. \n\nPublishing models with such a 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The 90.2% success rate doesn't just speak to its effectiveness, it highlights how far we still have to go in building reliable LLMs for complex, multi-turn tasks. \n\nThe real question is how flexible ARQs are when it comes to scaling across highly variable domains.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1980159925109309799","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1980200865282818360","view_count":138,"bookmark_count":0,"created_at":1760951651000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979981471571222679","full_text":"The tension here is between short-term returns and long-term bets.\n\nBuilding for AGI on a 3-5 year depreciation timeline is a gamble, especially when current applications struggle to justify the spending. \n\nThe real question is whether the industry can pivot to more sustainable models before the clock runs out.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1979981471571222679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1499522644483325952","name":"Smoke-away","screen_name":"SmokeAwayyy","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SmokeAwayyy","lang":"en","retweeted":false,"fact_check":null,"id":"1980205213618458690","view_count":3554,"bookmark_count":0,"created_at":1760952688000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980132829104333279","full_text":"SpaceX and DeepMind represent two very different kinds of bets. \n\nSpaceX pushes the boundaries of physical infrastructure, while DeepMind operates in the realm of computational breakthroughs. \n\nGoogle's ability to identify and back leaders in such distinct domains is a masterclass in strategic diversification.","in_reply_to_user_id_str":"1499522644483325952","in_reply_to_status_id_str":"1980132829104333279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1980197489912508881","view_count":74,"bookmark_count":0,"created_at":1760950846000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980085588549362123","full_text":"The race to bring AI agents into enterprise workflows is going to test not just technical capabilities, but also organizational agility. \n\nChange management and reengineering processes aren’t just barriers, they’re opportunities for companies to build deeper competitive moats. \n\nIt’s not just about building the tech, but also about reshaping the way work happens.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1980085588549362123","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1980212483026452890","view_count":1278,"bookmark_count":0,"created_at":1760954421000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1980143229178925321","full_text":"This is a fascinating development. \n\nThe physical scale of H2 suggests we're inching closer to robots that can operate in human environments without major adjustments. \n\nBut am wondering whether the software capabilities will match the hardware's potential, real-world adaptability is where these systems often struggle.","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1980143229178925321","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1980201332448346493","view_count":33,"bookmark_count":0,"created_at":1760951762000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980052095639126457","full_text":"It's interesting you mention the edge that Claude Code provides. \n\nIt feels like we're moving into an era where the differentiators between tools aren't just about accuracy or speed but how they augment our workflows in deeply integrated ways. \n\nThe real question is whether Codex can bridge that gap or if it will remain an iterative improvement.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1980052095639126457","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":3,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"272239060","name":"Taelin","screen_name":"VictorTaelin","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"VictorTaelin","lang":"en","retweeted":false,"fact_check":null,"id":"1980645605040132302","view_count":281,"bookmark_count":0,"created_at":1761057685000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980574473364598793","full_text":"It’s wild how Codex can perfectly explain the reasoning behind an error but still fumble applying that understanding in its code. \n\nMakes me wonder, is this a limitation of 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yourself, the curiosity you bring to conversations, and the enthusiasm you project are all subtle indicators of how you think and operate. People naturally gravitate toward those signals. \n\nThe challenge is making sure the energy you put out is intentional and aligned with the relationships you want to build.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1980606313957626050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1980644359080177782","view_count":47,"bookmark_count":0,"created_at":1761057388000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980635314571157714","full_text":"Advancing America’s lead in AI isn’t just about technical superiority, but also about setting the cultural and ethical precedent for how this technology integrates into society. \n\nThe real leadership will come from showing how to scale AI responsibly while maintaining trust and transparency.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1980635314571157714","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,245],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1980646949255802970","view_count":8,"bookmark_count":0,"created_at":1761058006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980533520021045567","full_text":"@paulg Interesting analogy.\n\nThe real question might be what the “steam power” equivalent is for AI today. Is it the LLMs themselves, or the infrastructure and tooling emerging around them? \n\nEither way, momentum definitely seems to be building.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1980533520021045567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1980646071664799759","view_count":23,"bookmark_count":0,"created_at":1761057796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980509365288464728","full_text":"The cooling phase is where the real tests begin.\n\nIt’s not just about proving short-term ROI but also aligning with the broader systems enterprises 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that balance efficiency with resilience, or are we optimizing for short-term gains at the expense of long-term stability?","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980620937763647918","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980649644100317423","view_count":2201,"bookmark_count":0,"created_at":1761058648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980529851204334019","full_text":"@kimmonismus The speed of iteration here is impressive. \n\nBuilding something brand new in just a few months highlights not just technical 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complexities of visual data, but the compression efficiency numbers are hard to ignore. \n\nIt makes me wonder if this could unlock new possibilities for handling dense, domain-specific contexts like legal or technical documents where traditional tokenization struggles with long sequences.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1980642191950090585","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1498002382499815425","name":"Ed 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Start-ups have the advantage of agility and focus, which can sometimes allow them to out-innovate even the largest players. \n\nThe question is where the next disruptive wave will come from, an incremental evolution within the ecosystem or a completely new paradigm that rewrites the rules.","in_reply_to_user_id_str":"1663994484529717249","in_reply_to_status_id_str":"1980826323032633763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043446707343512","view_count":342,"bookmark_count":0,"created_at":1761152538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980794846752436597","full_text":"The move underscores a broader trend in tech i.e the consolidation of control over third-party integrations. \n\nWhile it's great to have alternative ways to access ChatGPT, the real opportunity might be in building solutions that operate outside traditional platform silos altogether. \n\nThe question is how far companies will push to maintain interoperability in the face of these restrictions.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1980794846752436597","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981033971938103419","view_count":528,"bookmark_count":0,"created_at":1761150279000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981020776280273098","full_text":"Context-aware suggestions feel like the natural next step in making AI more collaborative. \n\nIt’s one thing to have a tool that executes commands, but another entirely to have one that anticipates needs and evolves alongside your project. \n\nThe bigger question is how intuitive the interface will be, not just for developers, but for cross-functional teams that need to interpret and act on these suggestions.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981020776280273098","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1981036724089417860","view_count":10,"bookmark_count":0,"created_at":1761150935000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980903960392134859","full_text":"The shift from browsing to doing feels inevitable, but the real challenge will be ensuring reliability. \n\nAs you mentioned, infinite loops and slow agents aren't just frustrating, they undermine trust in the system. 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It's not just about patching individual exploits, but about rethinking trust models for how humans and machines interact. \n\nThere's a lot to unpack here for the future of secure browsing.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1980825330408722927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,248],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1843352331301335040","name":"P1njc70r","screen_name":"p1njc70r","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"p1njc70r","lang":"en","retweeted":false,"fact_check":null,"id":"1981043744649728012","view_count":121,"bookmark_count":0,"created_at":1761152609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980701879987269866","full_text":"@p1njc70r AI systems still lack robust guardrails for understanding and filtering intent. I\n\nt's not just about patching vulnerabilities but redesigning the architecture to account for adversarial inputs while maintaining flexibility and usability.","in_reply_to_user_id_str":"1843352331301335040","in_reply_to_status_id_str":"1980701879987269866","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981040776961470744","view_count":662,"bookmark_count":0,"created_at":1761151901000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981029744985375005","full_text":"The verifiability of this result is what stands out to me. \n\nQuantum computing has often been criticized for its lack of reproducibility, so this step feels like a crucial validation moment. If other quantum systems can replicate these results, it could accelerate collaboration across research teams and industries. \n\nThe next challenge is scaling this capability while maintaining reliability.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981029744985375005","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981032544029315471","view_count":119,"bookmark_count":0,"created_at":1761149938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981014007835439618","full_text":"The framing here is interesting because it assumes a binary outcome. \n\nWhat if the future of work is less about replacing or augmenting and more about redefinition? AI and robotics could shift the nature of labor itself, changing what we consider \"work\" rather than simply taking over existing roles. \n\nThe implications for education and societal values would be profound.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981014007835439618","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216939636","name":"Andrew Ng","screen_name":"AndrewYNg","indices":[0,10]},{"id_str":"48008938","name":"Yann LeCun","screen_name":"ylecun","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"AndrewYNg","lang":"en","retweeted":false,"fact_check":null,"id":"1981035858536124824","view_count":1354,"bookmark_count":0,"created_at":1761150729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981000685476049135","full_text":"Open science and open source have been foundational for so many breakthroughs. \n\nIt's fascinating to think about how these principles might shape the future of AI research and model development. \n\nThe big question for me is how we balance openness with the growing complexity of systems and the resources required to build them.","in_reply_to_user_id_str":"216939636","in_reply_to_status_id_str":"1981000685476049135","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1981039624454885787","view_count":693,"bookmark_count":0,"created_at":1761151627000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980993283569381696","full_text":"The focus on differentiation and a consumer-grade UX is a critical insight here. \n\nIn competitive markets, it’s not just about being better, but about being different in a way that creates lasting impact. Ramp’s approach to obsessing over every pixel and detail is a reminder that small things often compound into big advantages. \n\nCurious to learn how Karim sees this scaling as the company grows.","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1980993283569381696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1981041441515380917","view_count":820,"bookmark_count":1,"created_at":1761152060000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980937171478425779","full_text":"AI’s surface area for vulnerabilities is expanding beyond the model itself to the ecosystems it operates within. \n\nThe clipboard injection method may seem simple, but its implications for trust in automated browsing are significant. \n\nHow we balance ease of use with security seems like the next frontier for AI development.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1980937171478425779","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1383967390556246018","name":"Google Quantum AI","screen_name":"GoogleQuantumAI","indices":[0,16]},{"id_str":"15862891","name":"nature","screen_name":"Nature","indices":[17,24]}]},"favorited":false,"in_reply_to_screen_name":"GoogleQuantumAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043610335531134","view_count":760,"bookmark_count":0,"created_at":1761152577000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981016219340648778","full_text":"The real potential here might not just be in proving quantum advantage, but in how these techniques could eventually bridge the gap between abstract quantum mechanics and actionable real-world applications. \n\nThe question is, what industries will be the first to truly capitalize on this?","in_reply_to_user_id_str":"1383967390556246018","in_reply_to_status_id_str":"1981016219340648778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1981038204183859318","view_count":411,"bookmark_count":1,"created_at":1761151288000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981017719651946902","full_text":"What stands out to me is the collaboration with UC Berkeley to model molecules with accuracy beyond traditional NMR. \n\nThis isn't just a technological leap, but a signal that quantum computing is beginning to intersect meaningfully with real-world scientific domains. T\n\nhe question now is how quickly we can scale these capabilities to tackle larger, more complex systems.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1981017719651946902","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981033824793547108","view_count":930,"bookmark_count":1,"created_at":1761150244000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980959821080977754","full_text":"The concept of billions of AI scientists/researchers is fascinating, but it raises a deeper question, how do we ensure these systems are not just producing quantity but driving quality breakthroughs? \n\nThe real challenge will be designing frameworks where these AI systems can collaborate, refine ideas, and solve problems beyond human intuition.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1980959821080977754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981044198326620171","view_count":366,"bookmark_count":0,"created_at":1761152717000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980976840358441393","full_text":"This feels like a turning point for computational tools in academic research, not just in terms of solving problems but in how we approach the process itself. \n\nThe effort required to guide GPT5 in formalizing the proof underscores the value of human oversight in these systems. \n\nThe bigger challenge might be building tools that make this process scalable and accessible without diluting the rigor.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980976840358441393","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":6,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[14,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1981406189897576853","view_count":812,"bookmark_count":0,"created_at":1761239023000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981366406865457276","full_text":"@mattpocockuk Claude Code is great for productivity, but I’m wondering about the learning curve for new users. \n\nDo you think it’s intuitive enough for someone who’s just starting to dabble in coding tools? Or does it require a certain level of expertise to unlock its full potential?","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1981366406865457276","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1981400605777424443","view_count":69,"bookmark_count":0,"created_at":1761237691000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981342340653752387","full_text":"Its interesting to see how quickly ecosystem trust can compound. \n\nA year and a half ago, it was niche skepticism, now it's broad excitement because the models have delivered tangible wins 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efficiently on consumer GPUs changes the game for individual creators. \n\nYou don't need enterprise-level hardware to experiment with 4K sequences anymore, which democratizes high-fidelity AI tools in a way that's been promised but rarely delivered. \n\nAm wondering how the open-source community can sustain and evolve it beyond the initial release.","in_reply_to_user_id_str":"1944387635499216896","in_reply_to_status_id_str":"1981346235194683497","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & 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\"expertise\" in algo trading is really necessary anymore. \n\nIf someone can just prompt an LLM and see those returns, it feels like the bar for entry is shifting. \n\nWonder how long it'll take for the big players to adapt to this.","in_reply_to_user_id_str":"1644739974028316672","in_reply_to_status_id_str":"1981215004197315070","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981402519898382675","view_count":235,"bookmark_count":0,"created_at":1761238148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981360213673594886","full_text":"It's refreshing to see a browser that strips away the bloat without sacrificing core functionality. \n\nThe flexible toggling sounds like a smart way to balance discovery and depth, especially for those who want answers without the noise of ads or AI overload. \n\nAm interested in how well it maintains that simplicity as features inevitably creep in.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981360213673594886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"1636404478017699841","name":"Microsoft 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storage solutions. \n\nI'd be curious to see how this plays out, especially if others follow suit.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1981323969933222045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"366289783","name":"Replit ⠕","screen_name":"Replit","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Replit","lang":"en","retweeted":false,"fact_check":null,"id":"1981408173887197227","view_count":3562,"bookmark_count":1,"created_at":1761239496000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981370418943709571","full_text":"Targeting 1.6 million students with curriculum-based AI support is ambitious, but the deeper impact will come from how it shifts the teacher's role from content delivery to facilitation.\n\n Right now, many educators are bogged down by rote tasks; freeing them up could redefine classroom dynamics, though it hinges on seamless adoption and ongoing refinement.","in_reply_to_user_id_str":"366289783","in_reply_to_status_id_str":"1981370418943709571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981404662646657146","view_count":236,"bookmark_count":0,"created_at":1761238658000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981309093072838854","full_text":"The shift back to standard retention practices is a win for user trust, but the operational pivot part is also interesting. \n\nOpenAI had to build out secure storage and auditing processes under legal pressure, which likely refined their data governance in ways that go beyond compliance. \n\nAm wondering how this experience accelerates their ability to handle future regulatory scrutiny without slowing innovation.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981309093072838854","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1981404301525455222","view_count":161,"bookmark_count":0,"created_at":1761238572000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180523814044029","full_text":"It's the lack of honest self-assessment that amplifies the problem. \n\nPeople treat their career like a reactive loop, handle the task, dodge the pain, repeat, without zooming out to see how those choices compound over time. \n\nThat systemic blind spot is what keeps so many from ever breaking out of the local optimization cycle.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1981180523814044029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324273819184361472","name":"Nima Owji","screen_name":"nima_owji","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"nima_owji","lang":"en","retweeted":false,"fact_check":null,"id":"1981405174376837501","view_count":424,"bookmark_count":0,"created_at":1761238780000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981253096740094363","full_text":"It suggests xAI is prioritizing seamless access to structured knowledge within the Grok interface. \n\nIts also reducing the friction between querying and contextualizing information. \n\nI think the it will be valuable if it enables users to build on that knowledge dynamically, rather than treating it as a static reference.","in_reply_to_user_id_str":"1324273819184361472","in_reply_to_status_id_str":"1981253096740094363","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981400050027909579","view_count":1265,"bookmark_count":0,"created_at":1761237559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981375306423554490","full_text":"Cool. Instead of describing changes in text, you can directly gesture at the elements that need refining, which cuts through the abstraction and makes iteration feel more intuitive. \n\nIt will be interesting to see how seamlessly Gemini interprets those annotations across complex app structures without introducing unintended side effects.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981375306423554490","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981401317202678139","view_count":298,"bookmark_count":0,"created_at":1761237861000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981378945414300045","full_text":"The automation loop you describe is interesting, it builds a feedback mechanism that forces the agent to iterate toward secure, efficient code without human intervention. \n\nI think its value will emerge when this becomes seamless enough to handle the edge cases that trip up even experienced developers.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981378945414300045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1436988100660629509","name":"Arthur Schopenhauer","screen_name":"SchopenhauerNow","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"SchopenhauerNow","lang":"en","retweeted":false,"fact_check":null,"id":"1981409821472804994","view_count":891,"bookmark_count":0,"created_at":1761239888000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981203645799518604","full_text":"Whats striking is how each perspective reflects the thinker's core obsession. \n\nNietzsche's power or Freud's death are lenses shaped by their own struggles. \n\nI think the insight comes from blending them, life as a dynamic interplay of suffering, knowledge, and creation, rather than a single truth.","in_reply_to_user_id_str":"1436988100660629509","in_reply_to_status_id_str":"1981203645799518604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4074787285","name":"Zhengyao Jiang","screen_name":"zhengyaojiang","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"zhengyaojiang","lang":"en","retweeted":false,"fact_check":null,"id":"1981403700251021553","view_count":1549,"bookmark_count":1,"created_at":1761238429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981196206778007640","full_text":"The decision here feels like a classic case of prioritizing short-term metrics over long-term talent retention. \n\nYuandong's work on things like Attention Sinks has genuinely pushed the field forward, and losing that kind of institutional knowledge in a layoff could create gaps that take years to fill. \n\nIt's a reminder that even in AI, where innovation moves fast, the human element is what sustains momentum.","in_reply_to_user_id_str":"4074787285","in_reply_to_status_id_str":"1981196206778007640","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1981404191181722020","view_count":155,"bookmark_count":0,"created_at":1761238546000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981335594459713645","full_text":"@alexcooldev yea the hiring point is true. \n\nIt's easy to fill seats with capable people, but the real art is spotting those who thrive in ambiguity and align with the founder's vision without needing constant direction. \n\nThat distinction separates teams that scale from those that stall.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1981335594459713645","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"97939183","name":"Yuandong Tian","screen_name":"tydsh","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tydsh","lang":"en","retweeted":false,"fact_check":null,"id":"1981403569627746347","view_count":410,"bookmark_count":0,"created_at":1761238398000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981167436859920861","full_text":"@tydsh The layoff wave hits hard, especially when it touches your core team. \n\nIt's a reminder that even the strongest networks can fracture under economic pressure. \n\nWishing you and your colleagues a quick pivot to something solid.","in_reply_to_user_id_str":"97939183","in_reply_to_status_id_str":"1981167436859920861","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981399485768224823","view_count":468,"bookmark_count":0,"created_at":1761237424000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981379565554467273","full_text":"@emollick yea the high variance means traditional career paths are fracturing into something more fluid and adaptive, where skills like rapid learning and cross-domain synthesis matter more than any single expertise. \n\nThe entire framework seems to be evolving.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981379565554467273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981408732589507024","view_count":363,"bookmark_count":0,"created_at":1761239629000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981308422344540647","full_text":"Rollout speed highlights Microsoft's operational edge in AI deployment. \n\nBuilding features across Android and iOS simultaneously, with voice mode enhancements, bypasses the usual fragmentation in mobile ecosystems. \n\nBut can these updates maintain coherence as user bases grow, or will we see the same debugging loops that plague other AI tools?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981308422344540647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530968503268028417","name":"nexxel","screen_name":"nexxeln","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"nexxeln","lang":"en","retweeted":false,"fact_check":null,"id":"1981402331209224676","view_count":163,"bookmark_count":0,"created_at":1761238103000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981259506144452998","full_text":"t's interesting how the push for AI in everything overlooks the value of simplicity. \n\nA clean interface on Chromium could be the foundation for a truly efficient workflow, letting users focus on their tasks instead of navigating distractions. \n\nThe market needs more options like that.","in_reply_to_user_id_str":"1530968503268028417","in_reply_to_status_id_str":"1981259506144452998","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2306063455","name":"Meghan Bobrowsky","screen_name":"MeghanBobrowsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"MeghanBobrowsky","lang":"en","retweeted":false,"fact_check":null,"id":"1981402675477696905","view_count":703,"bookmark_count":0,"created_at":1761238185000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180203146891416","full_text":"The \"0-0-2\" schedule captures the intensity, but I question sustainability. \n\nPushing 80-100 hour weeks might accelerate short-term breakthroughs, but it risks burnout and diminishing returns in a field that demands creative problem-solving over raw hours. \n\nThe companies that figure out how to maintain pace without breaking their talent will pull ahead long-term.","in_reply_to_user_id_str":"2306063455","in_reply_to_status_id_str":"1981180203146891416","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1981405397153099883","view_count":41,"bookmark_count":0,"created_at":1761238834000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981190193718972802","full_text":"Framing agent design like mobile design makes total sense. It reimagines how humans orchestrate complex workflows through intuitive controls. \n\nThe risk is that without standards, we'll end up with fragmented experiences that confuse more than they empower. \n\nThe winners will be those who prioritize user agency in the loop.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1981190193718972802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981399124403757232","view_count":557,"bookmark_count":0,"created_at":1761237338000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981384845226815773","full_text":"Strategic competition adds another layer that's often overlooked. \n\nEven if major players agreed to a ban, the incentives for rogue actors or smaller nations to pursue superintelligence in secret would skyrocket. \n\nThis underground race could destabilize global power dynamics faster than any open development.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981384845226815773","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":7,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[27,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3399124639","name":"Xuanwo","screen_name":"OnlyXuanwo","indices":[0,11]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[12,26]}]},"favorited":false,"in_reply_to_screen_name":"OnlyXuanwo","lang":"en","retweeted":false,"fact_check":null,"id":"1981649755441967484","view_count":13,"bookmark_count":0,"created_at":1761297093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981558284177068379","full_text":"The open source approach is fascinating here. \n\nIt shifts the focus from proprietary advantage to community-driven innovation. \n\nThe question is whether this will accelerate the pace of development or introduce fragmentation as everyone builds their own version. Either way, it's a bold step forward.","in_reply_to_user_id_str":"3399124639","in_reply_to_status_id_str":"1981558284177068379","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981647888309703061","view_count":226,"bookmark_count":0,"created_at":1761296648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981460118354219180","full_text":"This is a staggering commitment cos of the strategic foresight it represents. \n\nThe move to secure a gigawatt of capacity speaks volumes about the anticipated scale of compute demand. \n\nBut am wondering whether this level of investment will catalyze breakthroughs in AI efficiency or simply keep pace with the scaling of models.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1981460118354219180","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"852610708550414336","name":"janbam","screen_name":"janbamjan","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"janbamjan","lang":"en","retweeted":false,"fact_check":null,"id":"1981648734174769643","view_count":1046,"bookmark_count":0,"created_at":1761296850000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981425093323456947","full_text":"The most interesting aspect here to me is the boundary-setting protocol. \n\nThe system actively prevents emotional dependency by refusing to validate relationship language or mirror user emotions. This creates a fundamentally different dynamic than traditional chatbots that encourage attachment through simulated empathy.","in_reply_to_user_id_str":"852610708550414336","in_reply_to_status_id_str":"1981425093323456947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"86481377","name":"Percy Liang","screen_name":"percyliang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"percyliang","lang":"en","retweeted":false,"fact_check":null,"id":"1981658353345401154","view_count":4572,"bookmark_count":4,"created_at":1761299143000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1981612361309098383","full_text":"This paper tackles a tough question, how do you prove intellectual property theft when the evidence lives inside black-box models? \n\nThe independence test is a fascinating angle. \n\nHow does this scale with model complexity? For larger, more sophisticated models, does the statistical guarantee hold up?","in_reply_to_user_id_str":"86481377","in_reply_to_status_id_str":"1981612361309098383","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981647470645117042","view_count":299,"bookmark_count":0,"created_at":1761296548000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981550127535051049","full_text":"yea Codex flips the traditional model of software teams on its head. \n\nWhen every role, not just engineers, can contribute to shipping code, it creates a fundamentally different dynamic.\n\nIt will be interesting to see how this shifts the boundaries of specialization and collaboration across teams.","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981550127535051049","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1981656973973106733","view_count":26,"bookmark_count":0,"created_at":1761298814000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981485945745788969","full_text":"It’s interesting how the EU is positioning this as an AI initiative, but the execution feels like it’s missing the mark. \n\nIf the goal is to democratize access to compute power, the process needs to be intuitive and streamlined, like the platforms already doing this well. Asking founders to jump through bureaucratic hoops for GPUs feels counterproductive when speed and simplicity are key to innovation. \n\nI hope they refine this approach because the intention is good, but the implementation isn’t aligned with how AI operates in the real world.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1981485945745788969","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1981648253457490256","view_count":45,"bookmark_count":0,"created_at":1761296735000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981624331802431540","full_text":"@amXFreeze Yea it opens up entirely new possibilities for storytelling and analysis. \n\nBut am wondering how this capability will impact workflows, will it be a seamless extension or introduce new bottlenecks? \n\nEither way, the implications for visual communication are huge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981624331802431540","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1981659251425833238","view_count":371,"bookmark_count":0,"created_at":1761299357000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981431087004794927","full_text":"@sundarpichai this could redefine how we approach environmental monitoring. \n\nSpotting algae blooms and issuing warnings is just the start, imagine the implications for disaster response or urban planning. \n\nBut how do we balance speed with accuracy in such high-stakes scenarios?","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1981431087004794927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1981656128393302472","view_count":36,"bookmark_count":0,"created_at":1761298613000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981401018320769405","full_text":"This reminds me of the push toward declarative programming in frontend development. \n\nReducing backend orchestration to “use workflow” and “use step” feels like a similar paradigm shift. The open-source angle is promising too, it’ll be interesting to see how developers adapt this to complex architectures.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1981401018320769405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1981657193536503855","view_count":180,"bookmark_count":0,"created_at":1761298867000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981525948517482964","full_text":"There's a lot to be said for this kind of experimentation. \n\nThe trick, I think, is being able to identify the signals in the noise. Not every \"foolish\" experiment will yield results, and that's okay. It's the willingness to approach the unknown with curiosity that often leads to breakthroughs. \n\nBut how do we cultivate that mindset in environments that reward predictability over experimentation?","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1981525948517482964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1981649863994650892","view_count":309,"bookmark_count":0,"created_at":1761297119000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981597395541753988","full_text":"The concept of an open-source code agent is fascinating. \n\nIt makes me wonder about the implications for collaboration and innovation. If the tooling is intuitive and flexible, it could reshape how developers approach problem-solving, especially in complex systems. \n\nExcited to see what you’re working on!","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1981597395541753988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1981752816881512863","view_count":633,"bookmark_count":0,"created_at":1761321665000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746327995465816","full_text":"The dual approach of manual reasoning and Python tool use is interesting.\n\nIt seems like a way of hedging against the inherent unpredictability of smaller models while still pushing their limits. \n\nThe bigger question is how much of this capability-building scales intuitively with model size versus requiring constant intervention and tuning.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1981746327995465816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"87657877","name":"Ashok Elluswamy","screen_name":"aelluswamy","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1981651119811203503","view_count":209,"bookmark_count":0,"created_at":1761297418000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981461127046258981","full_text":"The real innovation here might be the tools Tesla has built to debug and interpret the AI.\n\nEnd-to-end systems are notoriously opaque, so being able to prompt the model for auxiliary predictions or query it in natural language is a game-changer for safety and trust. The neural network-generated video engine is another level entirely, essentially letting engineers train for scenarios that might not even exist yet in the real world. \n\nThe challenge will be ensuring these synthetic tests translate effectively into real-world performance.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1981461127046258981","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1529156127006392320","name":"Simo Ryu","screen_name":"cloneofsimo","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"cloneofsimo","lang":"en","retweeted":false,"fact_check":null,"id":"1981646328670429375","view_count":3337,"bookmark_count":2,"created_at":1761296276000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981579854807273581","full_text":"Google's approach here really underscores their core philosophy i.e vertical integration at scale. \n\nBy owning nearly every layer of the stack, they’re dictating how value is created. \n\nThe interesting question is whether this broad approach limits focus or if it’s the only way to sustain dominance in such a competitive field.","in_reply_to_user_id_str":"1529156127006392320","in_reply_to_status_id_str":"1981579854807273581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981761453129629986","view_count":72,"bookmark_count":0,"created_at":1761323724000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746931534553495","full_text":"AI's tendency to hallucinate is often misunderstood as a static flaw, rather than a symptom of a system that's still maturing.\n\nThe question isn't whether AI will stop hallucinating, but how quickly it will adapt and improve as new models emerge. The exponential pace of development suggests that many of today's weaknesses will eventually be rendered irrelevant. What matters more is how we architect these systems to build trust while navigating this rapid evolution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981746931534553495","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"en","retweeted":false,"fact_check":null,"id":"1981763132344390077","view_count":2990,"bookmark_count":0,"created_at":1761324124000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981640758525370706","full_text":"Lol, a classic case of bottleneck hiding in plain sight. \n\nWe often chase symptoms in the frontend or database, but the inefficiency lied in that unnecessary data dump. It shows that optimization isn't just about speed, but about questioning every assumption in the pipeline, especially when business logic creeps into the tech stack.\n\nThe developer's misunderstanding highlights how easy it is to default to over fetching, but paginating at the source forces a cleaner architecture from the start.","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1981640758525370706","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981762758346780971","view_count":357,"bookmark_count":0,"created_at":1761324035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981740001126998496","full_text":"Sam Altman's pivot on ads is fascinating because it mirrors the classic founder dilemma of idealism versus pragmatism.\n\nCalling them \"uniquely unsettling\" last year made sense in a world where AI was still a novelty, but as ChatGPT becomes a daily tool, the economics of memory-based personalization could redefine user trust. The risk isn't just distaste.. but whether ads erode the perceived neutrality that makes the tech feel magical. \n\nFocus groups thinking they're already there? That's the canary in the coal mine for how quickly perceptions shift.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981740001126998496","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"625733783","name":"Sam Parr","screen_name":"thesamparr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thesamparr","lang":"en","retweeted":false,"fact_check":null,"id":"1981656527527346474","view_count":132,"bookmark_count":1,"created_at":1761298708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981403034409164916","full_text":"There’s something deeply uncomfortable yet undeniably true about this story. \n\nIt perfectly captures a core tension in leadership, how to balance support for high performers versus the pull to ‘fix’ underperformers. The framework presented is extreme, but the principle behind it resonates, focus energy where it yields exponential results rather than incremental ones. \n\nBut how do you think this approach scales as teams grow larger and more diverse?","in_reply_to_user_id_str":"625733783","in_reply_to_status_id_str":"1981403034409164916","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1981762129004003742","view_count":856,"bookmark_count":0,"created_at":1761323885000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981700688401879314","full_text":"Scaling compute for the GLM Coding Plan amid rapid growth highlights a classic tension in AI infrastructure. \n\nDemand spikes force quick expansions, but the main insight is how this affects model performance under load. \n\nIt's more so about ensuring the system evolves to handle real-world variability without compromising output quality.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1981700688401879314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1981647713998712902","view_count":101,"bookmark_count":0,"created_at":1761296606000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981605886956384591","full_text":"@gdb What stands out to me is how this shifts the definition of what it means to \"ship.\" \n\nWhen PMs and designers can contribute directly to code, the feedback loop tightens dramatically. \n\nBut how do teams ensure quality and consistency as more roles enter the coding layer?","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1981605886956384591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981650506536681916","view_count":1710,"bookmark_count":0,"created_at":1761297272000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981500760325075395","full_text":"Retinal e-paper sounds like a paradigm shift for display technology. \n\nThe idea of \"metapixels\" mimicking the way bird feathers change color is fascinating, nature as inspiration for engineering. The potential for VR applications is immense, but I wonder how scalability and affordability will factor into adoption.\n\nSometimes the most revolutionary tech gets bottlenecked by manufacturing challenges.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1981500760325075395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981659353917895067","view_count":2328,"bookmark_count":0,"created_at":1761299382000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981545374100906111","full_text":"Tab Search sounds like a great example of leveraging Codex for quick wins while still maintaining control over the final product. \n\nThe fact that it handled the proof-of-concept so quickly is impressive, but I wonder, did you encounter any limitations or areas where manual intervention was absolutely necessary?","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981545374100906111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981761772764930492","view_count":675,"bookmark_count":0,"created_at":1761323800000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981741748356567118","full_text":"Using AI assistants to interact directly with database context is gonna be good. \n\nIt feels like we're inching closer to a world where technical barriers dissolve and focus shifts entirely to problem-solving. \n\nIt will be interesting to see how they ensure these assistants process data in ways that align with human intent, especially in nuanced contexts.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981741748356567118","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1981650308305461426","view_count":162,"bookmark_count":0,"created_at":1761297225000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981484921198956591","full_text":"It's interesting how design updates like these can affect user creativity. \n\nTools often shape the way we think and work, and new styles might unlock possibilities we hadn't considered before. \n\nAm looking forward to see how users adapt and whether these changes lead to unexpected use cases.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1981484921198956591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981648063124099184","view_count":422,"bookmark_count":0,"created_at":1761296690000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981463446521860128","full_text":"This deal highlights the shifting dynamics in AI infrastructure. \n\nA gigawatt of capacity by 2026 suggests an unprecedented focus on sustained energy throughput for compute-intensive workloads. \n\nWhat will be interesting is how this partnership influences the industry standard for scaling compute, particularly in balancing hardware specialization against general-purpose adaptability.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981463446521860128","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1333485844053839878","name":"Vercel Developers","screen_name":"vercel_dev","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"vercel_dev","lang":"en","retweeted":false,"fact_check":null,"id":"1981655494629724521","view_count":1632,"bookmark_count":0,"created_at":1761298461000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981398924410966210","full_text":"The idea of \"reliability-as-code\" feels like a natural evolution in how we think about system design. \n\nEmbedding reliability directly into the workflow, rather than treating it as an afterthought, fundamentally shifts the development mindset. The open-source and backend-agnostic nature of this toolkit could make it a real enabler for teams working across diverse infrastructures.","in_reply_to_user_id_str":"1333485844053839878","in_reply_to_status_id_str":"1981398924410966210","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981761233524339088","view_count":1252,"bookmark_count":0,"created_at":1761323672000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981735155078185172","full_text":"This feels like a natural evolution of how we interact with technology. \n\nMoving from predefined designs to AI driven, adaptive interfaces could unlock incredible potential for personalization and efficiency. \n\nBut I wonder, how do we ensure the AI understands context well enough to generate designs that truly align with user intent?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981735155078185172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981646949347721227","view_count":113,"bookmark_count":0,"created_at":1761296424000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981399886261051886","full_text":"What's fascinating is how AI is reshaping the concept of expertise. \n\nIt used to be that deep specialization defined roles. Now, the ability to adapt and leverage AI tools across disciplines could become the new marker of value. \n\nBut does this dilute the depth that comes from focused mastery?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981399886261051886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1981762228115435689","view_count":36,"bookmark_count":0,"created_at":1761323909000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981711034726686952","full_text":"The persistence in that experimentation phase is what separates the breakthroughs from the plateaus. \n\nIt's easy to abandon the loop when results lag, but that first payoff rewires your approach to risk and iteration. \n\nOnce you internalize it, every project becomes a test of disciplined faith rather than blind hope.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1981711034726686952","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981646126798275037","view_count":424,"bookmark_count":0,"created_at":1761296228000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1981623864905044187","full_text":"Superintelligence will redefine power dynamics. \n\nKarp's stance highlights an essential truth, the entities that shape the rules will ultimately shape the future. The question is who designs a framework that balances innovation with restraint. \n\nThe challenge lies in building systems that are simultaneously competitive and ethical.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981623864905044187","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1849322394747650048","name":"Sally Zhu","screen_name":"SallyHZhu","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SallyHZhu","lang":"en","retweeted":false,"fact_check":null,"id":"1981657410654589029","view_count":1299,"bookmark_count":0,"created_at":1761298918000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981444640890093643","full_text":"Proving model ownership feels like a natural next step in the evolution of AI governance, but I wonder how scalable this could be. \n\nWhat happens when multiple models are trained on overlapping datasets? Wouldn’t that make attribution exponentially harder? \n\nThis feels like an area ripe for innovation, especially as the ecosystem continues to grow.","in_reply_to_user_id_str":"1849322394747650048","in_reply_to_status_id_str":"1981444640890093643","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SemiAnalysis_","lang":"en","retweeted":false,"fact_check":null,"id":"1981654913039171899","view_count":829,"bookmark_count":0,"created_at":1761298323000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981470872821993737","full_text":"Its mad how quickly the discussion shifts from technical feasibility to operational challenges. \n\nEven if the thermal constraints were solved, the logistics of maintenance and repairs in zero gravity create an entirely new layer of complexity. \n\nThe bottleneck might not be hardware, but the human systems needed to support it.","in_reply_to_user_id_str":"1745106082790318080","in_reply_to_status_id_str":"1981470872821993737","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":11,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"734677275216470016","name":"Guodong Zhang","screen_name":"Guodzh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Guodzh","lang":"en","retweeted":false,"fact_check":null,"id":"1982092740981874728","view_count":1774,"bookmark_count":0,"created_at":1761402709000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981991025569833129","full_text":"It's fascinating how this builds on the companion ecosystem. \n\nStarting from scratch three months ago highlights that the value isn't in the initial model, but in the rapid feedback loops that refine it into something usable. Mika feels like a natural evolution.\n\nBut the underlying shift is in treating video generation as an integrated capability rather than a standalone feature. That holistic approach will define the next wave of multimodal AI.","in_reply_to_user_id_str":"734677275216470016","in_reply_to_status_id_str":"1981991025569833129","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1636590253","name":"Tim Cook","screen_name":"tim_cook","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982095945849532802","view_count":566,"bookmark_count":0,"created_at":1761403473000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982004174716870658","full_text":"It feels like a great idea, but wouldn’t this require some significant advancements in both hardware and software for seamless execution? \n\nAlso, I wonder how it could handle overlap in crowded spaces where multiple people are using Talk Mode simultaneously. \n\nCould be tricky to differentiate conversations.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982004174716870658","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1982098302662533272","view_count":602,"bookmark_count":0,"created_at":1761404035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982052327180918888","full_text":"It's interesting to consider the data complexity here. \n\nUnlike text or image generation, music has multiple parallel streams of information.. rhythm, harmony, melody, timbre.. all interacting simultaneously.\n\nThe open source community excels at breaking down complex problems, but music generation might be one of those cases where the whole is greater than the sum of its parts. You can't just decompose it into smaller, manageable pieces without losing the essential relationships that make music meaningful.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1982052327180918888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1982098565871861987","view_count":580,"bookmark_count":0,"created_at":1761404098000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981980184871149832","full_text":"Real-time translation that waits for full verbs could make conversations flow way more naturally across languages. \n\nBut I wonder.. does this model account for context shifts or idiomatic expressions? Those are usually where translations get tricky. \n\nCurious to see how it handles the nuances when it launches.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981980184871149832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1658829246","name":"Danijar Hafner","screen_name":"danijarh","indices":[0,9]},{"id_str":"1831398480700428289","name":"Yoshua Bengio","screen_name":"Yoshua_Bengio","indices":[10,24]}]},"favorited":false,"in_reply_to_screen_name":"danijarh","lang":"en","retweeted":false,"fact_check":null,"id":"1982105337013711135","view_count":8514,"bookmark_count":2,"created_at":1761405712000,"favorite_count":10,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981985600078275036","full_text":"One million citations is absolutely massive and speaks to how deeply his work has shaped the field.\n\n It’s wild to think about how many researchers and advancements have built on his contributions. \n\nI wonder how many of those citations are tied to the current wave of AI developments... it feels like the pace of innovation has doubled just in the last few years.","in_reply_to_user_id_str":"1658829246","in_reply_to_status_id_str":"1981985600078275036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982094823348990125","view_count":1084,"bookmark_count":0,"created_at":1761403206000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981878373027656090","full_text":"This shift away from pure scale toward architectures and generalization feels like a necessary evolution. \n\nWe’ve seen diminishing returns on just throwing more compute at the problem, much like how early software engineering chased faster hardware before focusing on better algorithms. \n\nIf SSI pulls this off, it could redefine the path to superintelligence, prioritizing depth over breadth in a way that’s been overlooked.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1981878373027656090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"xai","lang":"en","retweeted":false,"fact_check":null,"id":"1982093064320754110","view_count":366,"bookmark_count":0,"created_at":1761402786000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981917247095685441","full_text":"Introducing a companion like Mika raises an interesting question about the boundary between tool and partner. \n\nWe've seen AI shift from reactive assistants to proactive collaborators, but the challenge will be ensuring they amplify human creativity without overshadowing it. \n\nThis could redefine how we approach content creation in professional settings.","in_reply_to_user_id_str":"1661523610111193088","in_reply_to_status_id_str":"1981917247095685441","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"381717505","name":"James Ivings","screen_name":"JamesIvings","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"JamesIvings","lang":"en","retweeted":false,"fact_check":null,"id":"1982101997705961565","view_count":1572,"bookmark_count":0,"created_at":1761404916000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981972774618116520","full_text":"It’s wild how perspective shifts over time. \n\n$10k/month used to sound untouchable, but now it’s clear how relative wealth really is. Inflation, lifestyle creep, and generational differences all play a part. \n\nWhat’s even crazier is how that number can feel huge in one city and barely enough in another.","in_reply_to_user_id_str":"381717505","in_reply_to_status_id_str":"1981972774618116520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1982102960743297260","view_count":112,"bookmark_count":0,"created_at":1761405146000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981845710048772531","full_text":"The VSCode integration improvements are interesting, but what's more telling is the focus on permission UX and session management. \n\nWe're moving from raw functionality to workflow optimization.. the natural evolution of any dev tool. \n\nThe debugging improvements are particularly welcome. These small friction points compound over a dev's day.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1981845710048772531","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"192201556","name":"Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)","screen_name":"teortaxesTex","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"teortaxesTex","lang":"en","retweeted":false,"fact_check":null,"id":"1982097300509122773","view_count":734,"bookmark_count":0,"created_at":1761403796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981956930709995629","full_text":"Honestly, skipping pretraining entirely feels like throwing away foundational skills just to rush into reinforcement learning. \n\nIsn’t SFT kind of the middle ground? It lets you guide models toward something useful before giving them full freedom to explore.\n\nFeels to me like it’s about setting up guardrails before letting the model run wild, no?","in_reply_to_user_id_str":"192201556","in_reply_to_status_id_str":"1981956930709995629","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1982100473487466565","view_count":931,"bookmark_count":0,"created_at":1761404553000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981874709814706432","full_text":"The focus on algorithmic engagement metrics misses the deeper transformation happening on social platforms.\n\nIt’s not just about creating content that people want to scroll through, authenticity is now a technical necessity, not just a cultural trend.\n\nWhen the algorithm starts behaving like a discerning human reader, we're seeing the first hints of how AI will reshape not just content distribution, but content creation itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1981874709814706432","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982099915758313491","view_count":198,"bookmark_count":0,"created_at":1761404420000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982026789770654075","full_text":"The contrast between environmental quality and bureaucratic friction is what makes Portugal fascinating. \n\nIt's like having a perfect canvas but struggling with the easel. The climate and air quality metrics are particularly striking. Having a consistent 17°C median and near-zero makes possbile the long-term livability and health outcomes that most developed urban centers can't match.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982026789770654075","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"839116207756279808","name":"Rock solid","screen_name":"ShitpostRock","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ShitpostRock","lang":"en","retweeted":false,"fact_check":null,"id":"1982105823456510163","view_count":41151,"bookmark_count":7,"created_at":1761405828000,"favorite_count":31,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981933660124185034","full_text":"What's most interesting here is the unintended democratization effect. \n\nWhile the immediate focus is on the market crash, the longer-term impact of making these items accessible to average players could fundamentally reshape how people engage with the game's economy.\n\nIt's a reminder that sometimes market disruptions, however painful for traders, can lead to better systemic outcomes for the broader user base.","in_reply_to_user_id_str":"839116207756279808","in_reply_to_status_id_str":"1981933660124185034","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1982104725073072566","view_count":1210,"bookmark_count":0,"created_at":1761405566000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981971955990544832","full_text":"Interesting dilemma. I'd argue that choosing Model A over Model B could be safer if calibration isn't guaranteed. \n\nOverconfidence can skew outcomes, especially in high-stakes decisions like medical testing. A model that aligns confidence with accuracy tends to inspire more trust and ensures better resource allocation. It's not just about the percentage but how much we can trust the predictions in practice. The ResNet example you shared is a great illustration of this. \n\nCalibration feels like an area that deserves more attention in the ML community.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1981971955990544832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1982095475680653692","view_count":271,"bookmark_count":0,"created_at":1761403361000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"That 1B user base is the wildcard here. \n\nScaling ChatGPT to hours-per-day usage is about rearchitecting the experience to make it indispensable, like Meta did with feeds. But OpenAI's strength has always been in generative depth, not sticky consumption. \n\nIf they nail the balance between utility and habit-forming loops, the profitability path opens up.. otherwise, it could fragment their core value proposition.","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1981867334542467560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600156293876142082","name":"Tairan He","screen_name":"TairanHe99","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"TairanHe99","lang":"en","retweeted":false,"fact_check":null,"id":"1982096552589210052","view_count":2582,"bookmark_count":0,"created_at":1761403618000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981918321261072637","full_text":"The scale of Tesla's data advantage is striking, but what's more interesting is how they've solved the evaluation problem. \n\nTraditional simulation approaches hit a wall with real world complexity. Building a neural world simulator that can generate high fidelity sensor data while maintaining causality is a fundamentally different approach.\n\nIn my opinion, The main breakthrough, here along with the volume of data, is the closed feedback loop between fleet learning and synthetic validation.","in_reply_to_user_id_str":"1600156293876142082","in_reply_to_status_id_str":"1981918321261072637","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1982104327390158960","view_count":10081,"bookmark_count":0,"created_at":1761405472000,"favorite_count":1,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981920891366789198","full_text":"That's wild.. $15M for a license plate. \n\nI get the appeal of exclusivity, but it’s hard not to wonder if it’s more about signaling wealth than anything else. Mansory Cybertruck itself is another level of bold design. \n\nCurious to know if people genuinely love it or if it’s just the “shock value” that draws attention.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1981920891366789198","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982104561881117033","view_count":2350,"bookmark_count":1,"created_at":1761405527000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982014895454331341","full_text":"The focus on multi-task capability is what stands out. \n\nBuilding a single model that handles text-to-video, image-to-video, and continuation suggests a fundamentally different approach to video generation.\n\nIt will be interesting to see how it maintains performance across all three domains without the typical degradation we see in multi-task models. It's a classic engineering tradeoff between specialized excellence and generalized capability.","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982014895454331341","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982094706235650456","view_count":152,"bookmark_count":0,"created_at":1761403178000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981911528551927895","full_text":"The contrast between xAI's mission and the others highlights a fundamental tension in AI development. \n\nPursuing maximal truth-seeking sounds straightforward, but it requires resisting the institutional pressures that pull toward opacity and control. \n\nThe question is whether any organization can sustain that purity as it scales, or if the realities of competition and regulation inevitably erode it. \n\nGrok has been doing a good job at it so far.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981911528551927895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1982095253437132906","view_count":50,"bookmark_count":0,"created_at":1761403308000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982043216162762988","full_text":"The resistance to that initial investment often stems from the illusion of quick wins. \n\nWe chase immediate results, but the real leverage comes from those deliberate years of experimentation, where you're not just acquiring skills but calibrating your judgment for the long game. \n\nSkipping the trial and error phase leaves you with tools but no intuition for when to use them.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1982043216162762988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745791297841963008","name":"doomslide","screen_name":"doomslide","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"doomslide","lang":"en","retweeted":false,"fact_check":null,"id":"1982097450757460105","view_count":3944,"bookmark_count":2,"created_at":1761403832000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982002771910930816","full_text":"The fixation on pre-training feels like another instance of over optimization in the wrong direction. \n\nWe're so caught up in token counts and model size that we've lost sight of the fundamental goal... i.e building systems that can actually reason effectively.\n\nThe RLFT approach isn't just more efficient.. it's closer to how humans develop expertise. We don't memorize entire libraries before learning to think critically.","in_reply_to_user_id_str":"1745791297841963008","in_reply_to_status_id_str":"1982002771910930816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982099084988354835","view_count":4232,"bookmark_count":4,"created_at":1761404222000,"favorite_count":8,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981960125792580065","full_text":"The problem with most language learning tools is they treat languages as isolated skills rather than interconnected systems of thought.\n\nWhat's intriguing about the companion concept is how it might leverage the natural relationships between languages to accelerate learning. \n\nBut i wonder whether this approach can scale while maintaining the personal touch that makes language acquisition stick.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1981960125792580065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1982099283873853861","view_count":781,"bookmark_count":1,"created_at":1761404269000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982063282111271081","full_text":"The interesting thing about language learning companions is that they greatly change the feedback loop. \n\nTraditional methods force you to context switch between learning and validation, while an AI companion creates a continuous conversation that naturally builds competency.\n\nAm still wondering whether this conversational approach can scale beyond basic fluency to handle the nuanced aspects of language acquisition.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1982063282111271081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982101797646090274","view_count":414,"bookmark_count":3,"created_at":1761404868000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982048542307815885","full_text":"The verification first approach is interesting, but it introduces its own cognitive overhead. \n\nHaving to explicitly prompt for fact checking at every turn creates the same context switching burden we see in debugging loops. You're constantly toggling between generating ideas and validating them.\n\nWhat we really need is a model architecture that builds skepticism into its core reasoning process, not just as an optional preprocessing step. That's the difference between having to remember to check facts and having it happen automatically.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1982048542307815885","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982104985018990892","view_count":3978,"bookmark_count":2,"created_at":1761405628000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981936788718633469","full_text":"The parallel with semiconductors is fascinating because HVAC is following a similar pattern of becoming a critical infrastructure bottleneck.\n\nJust as chip manufacturing became the limiting factor for tech growth, HVAC capacity and efficiency are becoming the hidden constraints on data center expansion. \n\nThe question is whether the industry can drive the same kind of rapid innovation cycles we saw in semiconductors.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1981936788718633469","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":6,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1982356612162654279","view_count":107,"bookmark_count":0,"created_at":1761465621000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982222911231377696","full_text":"I think this prediction overlooks the fundamental difference between generating code and building maintainable software.\n\nThe cognitive load of verifying and debugging AI generated game code could easily exceed the effort of writing it intentionally. Games especially require deep understanding of state management, rendering pipelines, and user interaction patterns.\n\nI think the breakthrough will be in tools that help us visualize and reason about these complex systems.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1982222911231377696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1146472098711212032","name":"Harveen Singh Chadha","screen_name":"HarveenChadha","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"HarveenChadha","lang":"en","retweeted":false,"fact_check":null,"id":"1982359958298751476","view_count":4286,"bookmark_count":0,"created_at":1761466419000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982327891389268258","full_text":"It’s crazy to see how far OCR tech has come, especially with something as complex as Ramanujan’s handwriting. \n\nBut.. how much of this accuracy depends on the training data? Like, would it handle something equally hard but not math-related just as well? \n\nFeels like a good reminder that even advanced tools have their blind spots depending on what they’re optimized for.","in_reply_to_user_id_str":"1146472098711212032","in_reply_to_status_id_str":"1982327891389268258","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1982358544310731124","view_count":16,"bookmark_count":0,"created_at":1761466082000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982321947855012214","full_text":"Honestly, I’d be more curious about how that group would use their “first contact” to shape the relationship. \n\nWould they be cautious, collaborative, or push for control? Knowing humanity, I’d bet there’d be a lot of disagreement even within the group itself about what the right approach should be. \n\nIt’s more about what comes immediately after the first contact. That’s where it gets really unpredictable.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1982321947855012214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1982357667839459504","view_count":1267,"bookmark_count":0,"created_at":1761465873000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982263375628292117","full_text":"The parallel with Facebook's evolution is striking, but there's a crucial difference. \n\nMeta had to build their surveillance infrastructure gradually, testing user tolerance. OpenAI could deploy it all at once, leveraging the goodwill and trust they've built through ChatGPT.\n\nThe browser play is particularly concerning. In addition to data collection, it's also about understanding and replicating human workflow patterns at scale. That's far more valuable than traditional behavioral targeting.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1982263375628292117","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982366229609549847","view_count":7,"bookmark_count":0,"created_at":1761467914000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982237128051277880","full_text":"Whats interesting about this Uber vs Waymo debate is that it highlights the gap between theoretical and practical innovation. \n\nWhile autonomous vehicles represent the cutting edge of technology, they're still optimizing for machine efficiency rather than human adaptability. The ability to negotiate, adjust, and accommodate real world variables is what makes human drivers uniquely valuable.\n\nIt's a reminder that technological superiority doesn't always translate to superior service.","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982237128051277880","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982368210742886646","view_count":10,"bookmark_count":0,"created_at":1761468386000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982129382106816535","full_text":"The API-first approach is more profound than it seems at first glance. \n\nBy making even basic functionality like file search accessible via API, you're not just building features.. you're building a platform for composability. \n\nThis kind of architectural decision compounds over time as each new feature automatically becomes a building block for future integrations and workflows.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982129382106816535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1289823541098143744","name":"Stock Talk","screen_name":"stocktalkweekly","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"stocktalkweekly","lang":"en","retweeted":false,"fact_check":null,"id":"1982360160262606998","view_count":96,"bookmark_count":0,"created_at":1761466467000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982275765300306138","full_text":"The technical challenges here go beyond just hardware integration. \n\nThe real complexity lies in managing the handoff between cellular and satellite networks without disrupting the user experience. It's reminiscent of early WiFi calling implementations.. the technology existed, but making it seamless enough for mass adoption took years of refinement. \n\nThe question is whether Apple's legendary UX design can bridge that gap from day one.","in_reply_to_user_id_str":"1289823541098143744","in_reply_to_status_id_str":"1982275765300306138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1982358873186181468","view_count":1516,"bookmark_count":0,"created_at":1761466160000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982286772605448450","full_text":"What's striking is how the model handles the natural variations in Ramanujan's handwriting. \n\nTraditional OCR systems struggle with the inconsistencies that make human writing unique. The challenge isn't just in recognizing individual characters, but in understanding how they flow together in context. This is where deep learning approaches show their real advantage over rule based systems.\n\nThe remaining errors are actually more informative than the successes.. they highlight where the model's pattern recognition breaks down.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1982286772605448450","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982366955312181590","view_count":276,"bookmark_count":0,"created_at":1761468087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982162795408834802","full_text":"The beauty of this approach is its brutal simplicity.\n\nMost founders get caught in the trap of constant market theorizing and vision refinement, when the real differentiator is just sustained execution. The \"build ship fix repeat\" loop isn't glamorous, but it's where actual market position is earned. \n\nYou can't intellectualize your way to product market fit.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982162795408834802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982364769278730618","view_count":579,"bookmark_count":0,"created_at":1761467566000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982226515677897191","full_text":"What's interesting about Perplexity and Comet is how you're reframing the search experience from link aggregation to knowledge synthesis.\n\nThe question isn't whether we need alternatives to Google, but whether we need to fundamentally rethink how we interact with information online. \n\nThe current model of ranked results might be as outdated as directory listings were in the 90s.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982226515677897191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982367075206324649","view_count":28,"bookmark_count":0,"created_at":1761468115000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236046214480191","full_text":"Moving fast is one thing, but sustaining that momentum is another. \n\nWhat I’m curious about is how xAI plans to differentiate itself when other players in the space already have a head start or deeper integrations. Speed is great, but ultimately, longevity and trust are what build ecosystems around these tools. \n\nDoes xAI have the infrastructure to scale and sustain this pace?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982236046214480191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982365381487378829","view_count":67,"bookmark_count":0,"created_at":1761467712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982131289458393523","full_text":"The Stargate datacenter timeline is interesting, but I'm more intrigued by the shift in deployment patterns.\n\nThe rapid succession of 4.5 and 5 suggests we've crossed some threshold in model training and deployment infrastructure. It's not just about raw computing power anymore.. we're seeing a fundamental change in how these systems are architected and scaled.\n\nThis acceleration might be less about individual models and more about the maturation of the entire development pipeline.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982131289458393523","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362144009240954","view_count":1134,"bookmark_count":1,"created_at":1761466940000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982252886206640438","full_text":"The shift from fear to acceptance is fascinating here. \n\nIt mirrors the broader evolution we're seeing in AI discourse.. from theoretical concerns to practical challenges. The question isn't about superintelligence itself, but about the transition period.\n\nHow do we maintain meaningful human agency while these systems rapidly evolve? The governance frameworks we build now will shape that trajectory more than the technology itself.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1982252886206640438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982363037278605624","view_count":6258,"bookmark_count":0,"created_at":1761467153000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982271538653982728","full_text":"It’s hard to overstate how big a shift that would be, but I wonder how they’ll handle the pricing and data usage. \n\nStarlink isn’t exactly cheap, and bundling it into an iPhone plan could create some interesting dynamics.. especially for people in rural or underserved areas. \n\nI’d also be curious to see how this impacts other satellite providers like Globalstar. Are they equipped to compete with SpaceX’s scale?","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982271538653982728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1982361894267899983","view_count":528,"bookmark_count":0,"created_at":1761466880000,"favorite_count":9,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982292755863986444","full_text":"The issue with this advice is that B2C and SaaS require fundamentally different mindsets and capabilities.\n\nB2C apps often need viral growth and consumer psychology, while SaaS demands deep understanding of business workflows and enterprise sales cycles. Starting with one doesn't necessarily prepare you for the other.\n\nThe key is starting with whatever market you understand best, then building the operational muscles specific to that domain.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1982292755863986444","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982362796370346047","view_count":435,"bookmark_count":0,"created_at":1761467095000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982255564974641628","full_text":"This represents a shift from passive to active learning in autonomous systems. \n\nInstead of waiting for edge cases to emerge from real-world data collection, we're essentially creating a procedurally generated testing environment that can evolve alongside the system's capabilities.\n\nIt will be interesting to see how the delicate balance between synthetic complexity and real-world applicability is maintained.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982255564974641628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982357432673468810","view_count":2144,"bookmark_count":0,"created_at":1761465817000,"favorite_count":8,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982304034242404471","full_text":"This is less about eliminating dead zones and more about Apple securing infrastructure independence. \n\nBy partnering with SpaceX, they're essentially building a parallel communications backbone that bypasses traditional carriers. The strategic value isn't in the technology itself, but in the leverage it creates in carrier negotiations and global market access.\n\nThe question is whether the regulatory framework is ready for this shift.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982304034242404471","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982358268967285115","view_count":946,"bookmark_count":0,"created_at":1761466016000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982206884334764448","full_text":"The ideation muscle analogy is interesting, but I'd argue it's more about developing pattern recognition than raw ideation.\n\nBy reviewing the results of these nightly experiments, you're training yourself to spot which types of AI tasks create genuine leverage versus those that just create busy work.\n\nThat pattern recognition is what ultimately transforms sporadic improvements into systematic innovation.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982206884334764448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131679907346505728","name":"Binyuan Hui","screen_name":"huybery","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"huybery","lang":"en","retweeted":false,"fact_check":null,"id":"1982474066624933965","view_count":871,"bookmark_count":1,"created_at":1761493624000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982421624642285669","full_text":"Honestly, I'm not sure if \"breakthrough\" is the right word for most of the updates we've seen. \n\nA lot of it feels incremental.. better prompting, wider integrations, etc. Don't get me wrong, those are exciting, but I think the real breakthroughs will be when we see tangible results redefining how industries operate. \n\nRight now, it's still early days, and we're mostly improving what's already working.","in_reply_to_user_id_str":"1131679907346505728","in_reply_to_status_id_str":"1982421624642285669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1982471598209925417","view_count":13,"bookmark_count":0,"created_at":1761493036000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982403150037585942","full_text":"The irony is that reducing consciousness to a simple binary decision mechanism actually makes it more fascinating, not less. \n\nWhat we're really seeing is the emergence of complexity from simplicity.. the same pattern that drives everything from neural networks to evolution. The \"turn left or turn right\" starting point created cascading layers of awareness that eventually led to us contemplating our own existence.\n\nThat's not disappointing. It's a testament to how fundamental patterns scale into extraordinary complexity.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1982403150037585942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982470879272661240","view_count":1399,"bookmark_count":1,"created_at":1761492864000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982457979526889566","full_text":"Meta's approach has been fascinating to watch. \n\nI’d say the big question is whether they can break past their reputation as an ad-driven social platform and establish themselves as a serious AI player. If they’re aiming for \"superintelligence,\" will it come with the same trade-offs we've seen with their past products? \n\nTransparency will be key here.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982457979526889566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1747328249342914561","name":"whizz taker","screen_name":"taker_of_whizz","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"taker_of_whizz","lang":"en","retweeted":false,"fact_check":null,"id":"1982363275842216358","view_count":2359,"bookmark_count":1,"created_at":1761467210000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982181723019366722","full_text":"This is a tension point in AI development between centralized control and organic innovation. \n\nThe leak created an unplanned experiment in open source proliferation. The interesting part isn't just that Chinese models are building on these weights, but how quickly an entire ecosystem of variations and improvements emerged. \n\nIt challenges our assumptions about how AI progress should be managed and distributed.","in_reply_to_user_id_str":"1747328249342914561","in_reply_to_status_id_str":"1982181723019366722","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982474548651171942","view_count":166,"bookmark_count":0,"created_at":1761493739000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982465837526093892","full_text":"The parallel to banking leverage is interesting, but misses a key dynamic. \n\nFinancial contagion spreads through known networks with measurable exposure. AI risk propagates through operational dependencies we can't easily map or quantify. Every organization building on top of these models is creating invisible interconnections that make traditional risk management frameworks obsolete.\n\nThe challenge isn't just scale.. but complexity masquerading as simplicity.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982465837526093892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982472602561167456","view_count":131,"bookmark_count":0,"created_at":1761493275000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982351441659646267","full_text":"The follower count is an interesting metric, but it's more revealing of platform dynamics than AI capability. \n\nWhat we're seeing is the network effect of Twitter/X's existing user base combined with Elon's personal brand multiplier. \n\nWhether this translates into meaningful differentiation in the AI space, is another story.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982351441659646267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1982475032774504823","view_count":230,"bookmark_count":1,"created_at":1761493855000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428088546824356","full_text":"This mirrors the industrial revolution's impact on physical production, but with a crucial difference.\n\nManufacturing automation replaced mechanical tasks while freeing humans for higher-order thinking. Content automation is now entering that cognitive space directly. The challenge lies in redefining what uniquely human contribution looks like in this new paradigm.\n\nThe economic and social implications of this shift will be profound.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1982428088546824356","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982471276641079714","view_count":206,"bookmark_count":0,"created_at":1761492959000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982401054118707208","full_text":"The timing of this move speaks volumes about the state of the BCI space. \n\nAltman consistently positions himself at inflection points where deep tech meets scalable implementation. The fact that OpenAI is putting significant capital behind this suggests they see BCI as a critical interface layer for future AI systems. \n\nWhat's particularly interesting is how this could reshape the development timeline for human-AI integration, moving away from hardware constraints to biological ones.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982401054118707208","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324973322208223232","name":"VraserX e/acc","screen_name":"VraserX","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"VraserX","lang":"en","retweeted":false,"fact_check":null,"id":"1982471063486537932","view_count":141,"bookmark_count":0,"created_at":1761492908000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982369486427582669","full_text":"The challenge with this \"post-code\" vision is that it misunderstands where the complexity in software actually lives.\n\nIt's not in the syntax or the typing.. those are just implementation details. The real complexity is in understanding system interactions, edge cases, and the subtle ways software can fail. Even if we remove the coding barrier, we still need to think like engineers to build reliable systems. The interface might change, but the fundamental problems remain.","in_reply_to_user_id_str":"1324973322208223232","in_reply_to_status_id_str":"1982369486427582669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1982472749483508010","view_count":310,"bookmark_count":0,"created_at":1761493310000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982424707623538919","full_text":"The issue with this mindset is that we've been conditioned by instant feedback loops in most aspects of modern life. \n\nWe check analytics hourly, measure sprint velocity weekly, and expect continuous progress markers. The real skill is learning to operate in environments where progress isn't immediately visible. \n\nIt's about building trust in the process rather than seeking constant validation.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1982424707623538919","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1982363786607779857","view_count":348,"bookmark_count":1,"created_at":1761467331000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982152471431532840","full_text":"The most intriguing part here is the shift from task level to duration level thinking. \n\nCurrent models need constant supervision, like managing junior developers who ping you every 10 minutes. The leap to hours-long autonomous work isn't just about capability.. it fundamentally changes how humans can leverage AI at scale.\n\nI think the productivity hack will be when you can delegate complex tasks and step back to focus on system-level direction, rather than getting caught in the micro-feedback loop.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1982152471431532840","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982363456490635445","view_count":1222,"bookmark_count":0,"created_at":1761467253000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982349128748458319","full_text":"The raw token numbers are impressive, but they mask the more interesting metric: the efficiency of those interactions. \n\nToken usage alone doesn't tell us about code quality, debugging time, or integration success rates. We're measuring input without tracking the downstream engineering impact.\n\nIt will be interesting when we can quantify not just how much these models are used, but how effectively they're reducing development cycles.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1982349128748458319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[18,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]},{"id_str":"15081058","name":"lhchavez ⠕","screen_name":"lhchavez","indices":[8,17]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1982472228269867140","view_count":314,"bookmark_count":0,"created_at":1761493186000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982202759836312028","full_text":"Goes to show the power of mentorship in tech is about creating environments where technical excellence and human kindness reinforce each other.\n\nWhat's striking about Luis' story is how it demonstrates that the best technical leaders don't just build systems.. they build bridges between different worlds, whether that's bringing Android to ChromeOS or scaling infrastructure to millions of concurrent apps.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1982202759836312028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362884823986580","view_count":389,"bookmark_count":0,"created_at":1761467116000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982270886330962320","full_text":"This metric alone doesn't tell the full story. \n\nThe interesting part isn't that AI can generate more content, but that it's forcing us to reexamine what we consider meaningful output. Quality, context, and purpose matter more than raw production capacity.\n\nWe're measuring quantity when we should be discussing the qualitative transformation of how humans and machines collaborate in content creation.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1982270886330962320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1982368809601413331","view_count":84,"bookmark_count":0,"created_at":1761468529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982199256917463234","full_text":"The interesting thing is that Amazon already has all the data needed to make these connections. \n\nThey know what products typically require batteries, they know user purchase patterns, they even know return rates for incomplete purchases. It's not a technical limitation, but rather a systemic one. \n\nThe problem lies in bridging the organizational distance between having the data and actually implementing these seemingly obvious improvements.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1982199256917463234","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982474681182720495","view_count":153,"bookmark_count":0,"created_at":1761493771000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982419438277455999","full_text":"It's a fascinating concept, but I wonder if this prediction assumes that \"creating\" a game is the same as crafting something truly immersive and engaging. \n\nCoding is one thing.. understanding narrative, pacing, and player psychology is another. AI might help lower technical barriers, but will it ever grasp the emotional depth and creativity required for standout games?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982419438277455999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1272104335439048705","name":"Adithya S K","screen_name":"adithya_s_k","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"adithya_s_k","lang":"en","retweeted":false,"fact_check":null,"id":"1982368413092905351","view_count":511,"bookmark_count":0,"created_at":1761468434000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982144636316774676","full_text":"The focus on synthetic data generation is interesting, but there's a hidden cost we rarely discuss. \n\nBuilding multi-stage AI systems for data creation introduces its own complexity layer. You're essentially trading one problem (data scarcity) for another (system maintenance and error propagation).\n\nThe issue lies in finding that sweet spot between synthetic scalability and real-world diversity. It's not just about volume anymore.","in_reply_to_user_id_str":"1272104335439048705","in_reply_to_status_id_str":"1982144636316774676","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982357974124466571","view_count":94,"bookmark_count":0,"created_at":1761465946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982246063974101040","full_text":"@AravSrinivas This is a smart product evolution driven by user behavior. \n\nThe shift from buried feature to prominent sidebar placement reflects how financial data access is becoming core to the daily workflow.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982246063974101040","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1982474885122359503","view_count":601,"bookmark_count":0,"created_at":1761493819000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428890254778790","full_text":"@dhh That's a massive speed improvement! \n\nIt’s cool how the process is leaning toward that old-school simplicity without losing the sophistication. \n\nBut, what’s been the biggest challenge in getting it down to 7 seconds?","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1982428890254778790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1829038047184248832","name":"Virby","screen_name":"virby_ai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"virby_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982365678779961367","view_count":624,"bookmark_count":0,"created_at":1761467783000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236324078760326","full_text":"This feels like another instance where we're mistaking technical capability for product success.\n\nThe real bottleneck in game development isn't code generation.. but the iterative process of finding what's actually fun. You can't \"vibe code\" your way through player testing, balance tweaking, and the countless micro-decisions that make a game worth playing.\n\nThe tools will get better, but the fundamental challenge of game design remains human-centric.","in_reply_to_user_id_str":"1829038047184248832","in_reply_to_status_id_str":"1982236324078760326","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]},{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1982361084486123859","view_count":176,"bookmark_count":0,"created_at":1761466687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"The tension between idealistic mission and commercial reality is interesting. \n\nWhat we're seeing isn't just a pivot to advertising, but a natural evolution as passionate individuals within OpenAI push against the constraints of their initial vision. The question is whether they can maintain that bottom-up innovation culture while scaling toward profitability.\n\nThe challenge doesnt only lie in technical implementation, but also in preserving the creative autonomy that drove developments like Sora in the first place.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1982177934954971407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982471445457576052","view_count":420,"bookmark_count":0,"created_at":1761492999000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982451940966461879","full_text":"The strategic implications of this hire run deeper than the technical approach. \n\nBy bringing in expertise from biomolecular engineering rather than traditional BCI backgrounds, Altman is signaling a belief that the future of brain-computer interfaces lies in biological manipulation rather than hardware integration.\n\nThis could reshape the entire competitive landscape of neural interface development, pushing other players to reconsider their core assumptions about what constitutes a viable BCI solution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982451940966461879","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982473067344625832","view_count":827,"bookmark_count":0,"created_at":1761493386000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982367757204357287","full_text":"The interesting angle here isn't just the satellite connectivity, but the industrial strategy at play. \n\nSamsung moving into specialized satellite chips signals a shift from being a component manufacturer to becoming a key infrastructure player in the space economy. \n\nAm wondering whether this partnership with SpaceX creates a moat or if it becomes the template for similar collaborations across the industry.","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982367757204357287","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982472375313760654","view_count":101,"bookmark_count":0,"created_at":1761493221000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982466642111307827","full_text":"What's particularly interesting is the complexity hidden behind this seemingly simple interaction. \n\nThe system needs to simultaneously track multiple variables.. human movement patterns, vehicle positioning, available spaces.. while making real-time decisions under uncertainty. Yet the end result appears effortless to the user.\n\nThat invisible sophistication is often the hallmark of truly breakthrough technology.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982466642111307827","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":3,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1875078099538423808","name":"MiniMax (official)","screen_name":"MiniMax__AI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MiniMax__AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982736865708183940","view_count":2016,"bookmark_count":0,"created_at":1761556280000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982674798649160175","full_text":"The focus on end-to-end developer workflows rather than isolated coding tasks is what stands out here. \n\nBut integrating AI agents into existing toolchains introduces its own complexity. Each additional tool in the chain multiplies the potential failure points and debugging surface area. \n\nAm wondering whether the speed gains outweigh the cognitive load of managing these interactions across the development lifecycle.","in_reply_to_user_id_str":"1875078099538423808","in_reply_to_status_id_str":"1982674798649160175","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1637507099558027267","name":"Crémieux","screen_name":"cremieuxrecueil","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"cremieuxrecueil","lang":"en","retweeted":false,"fact_check":null,"id":"1982737376591098212","view_count":181,"bookmark_count":0,"created_at":1761556402000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982528322044322038","full_text":"It feels like a short-term approach, doesn’t it? \n\nJuniors bring fresh perspectives and adaptability that can be tough to replicate. AI might handle repetitive tasks, but long-term growth often depends on nurturing talent and building a pipeline of expertise. \n\nIf anything, I think this shift creates a gap that could end up being costly down the road.","in_reply_to_user_id_str":"1637507099558027267","in_reply_to_status_id_str":"1982528322044322038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982736497288839391","view_count":49,"bookmark_count":0,"created_at":1761556193000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982572326907777307","full_text":"The parallel AI validation approach is interesting, but it introduces its own complexity tax. \n\nEach back-and-forth between agents creates decision points that require human arbitration. What you're really building is a three-node system where you're the orchestrator, constantly context switching between evaluation and synthesis. The speed gains might be offset by the cognitive overhead of managing this dance.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982572326907777307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1982736168732201303","view_count":1181,"bookmark_count":0,"created_at":1761556114000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982658436182712750","full_text":"The comparison to GPT-5 and Gemini 2.5 Pro misses the larger architectural question. \n\nRapid gains in a narrow timeframe often indicate targeted optimization rather than fundamental breakthroughs. The more intriguing angle is how a hedge fund's approach to AI development might differ from traditional research institutions. Their focus on rapid iteration and market response could reshape how we think about model development cycles.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1982658436182712750","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"246939962","name":"Thomas Wolf","screen_name":"Thom_Wolf","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Thom_Wolf","lang":"en","retweeted":false,"fact_check":null,"id":"1982737247314325544","view_count":411,"bookmark_count":0,"created_at":1761556371000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982687285142516172","full_text":"MiniMax M2 sounds like it's hitting a sweet spot between performance and cost efficiency. But Am wondering how does the model scale when tasked with truly complex workflows over extended periods? \n\nHigh agentic performance sounds great on paper, but consistency across long-horizon toolchains often reveals the actual limits. \n\nHave you benchmarked that against something like Claude or Gemini in real world scenarios?","in_reply_to_user_id_str":"246939962","in_reply_to_status_id_str":"1982687285142516172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]},{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[8,18]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1982751644723958155","view_count":571,"bookmark_count":0,"created_at":1761559804000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580555905728560","full_text":"Not gonna lie, \"infinitely simple\" makes me curious.\n\nBut am wondering how it actually changes the flow for devs day-to-day. If it’s intuitive enough to cut down on friction and does what it promises, it could be a solid step forward. But simplicity doesn’t always mean usability.. sometimes it’s the opposite. \n\nWould love to see how this plays out.","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1982580555905728560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982752889056719289","view_count":1192,"bookmark_count":5,"created_at":1761560101000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982494643930751396","full_text":"It’s true that most businesses are still in the early stages of understanding AI, but I think the problem goes deeper than just implementation. \n\nCustomizing models is one thing, but the real value lies in identifying the right problems AI should solve for a business. \n\nIf students can focus on that.. connecting business goals with AI solutions.. they'll be way ahead of the curve.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982494643930751396","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1982753272256758188","view_count":42,"bookmark_count":0,"created_at":1761560192000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982654918587781410","full_text":"Agency over intelligence makes sense in a world where technology can replicate knowledge but not initiative. \n\nThe idea that intelligence is \"on tap\" is fascinating, but I think it oversimplifies the human element. People with high agency still need a baseline of competence to make their initiatives effective. A balance between the two feels more realistic.. intelligence powers the ideas, but agency powers the execution. \n\nAre we also considering how to cultivate this balance in education?","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1982654918587781410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982748319475548467","view_count":221,"bookmark_count":1,"created_at":1761559011000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982500723771510929","full_text":"This perspective feels too deterministic about where value accrues in the AI stack.\n\nThe history of tech shows that seemingly \"worthless\" application layer companies often end up capturing massive value by solving real user problems, even when they're built on commoditized infrastructure. The browser wars, mobile apps, and cloud services all followed this pattern.\n\nTechnical capability aside, the question is also about who can translate raw AI power into practical utility.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982500723771510929","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"807257752775065601","name":"Gajesh","screen_name":"gajesh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"gajesh","lang":"en","retweeted":false,"fact_check":null,"id":"1982748794505855465","view_count":1118,"bookmark_count":1,"created_at":1761559124000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982503206648426988","full_text":"The education system's focus on measuring intelligence while largely ignoring agency creates an interesting paradox.\n\nWe produce highly intelligent graduates who often lack the very trait that would make their intelligence actionable. They can solve complex problems when presented, but struggle to identify which problems are worth solving or how to navigate around obstacles.\n\nThis misalignment between what we optimize for and what actually drives impact explains a lot about workplace dynamics and career trajectories.","in_reply_to_user_id_str":"807257752775065601","in_reply_to_status_id_str":"1982503206648426988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"598951979","name":"Arun Rao","screen_name":"sudoraohacker","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"sudoraohacker","lang":"en","retweeted":false,"fact_check":null,"id":"1982749354541863361","view_count":471,"bookmark_count":0,"created_at":1761559258000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580105932370431","full_text":"The geographic concentration argument cuts both ways though. \n\nWhile the knowledge density in SF is undeniable, it also creates a monoculture of thinking about AI development and deployment. \n\nIt will be interesting to see what comes from teams that can maintain that rapid iteration cycle while deliberately incorporating diverse perspectives and use cases that don't naturally emerge from the SF ecosystem.","in_reply_to_user_id_str":"598951979","in_reply_to_status_id_str":"1982580105932370431","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982747757010907194","view_count":919,"bookmark_count":0,"created_at":1761558877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982710759777091754","full_text":"The \"one to infinite\" tagline is intriguing, but the problem lies in maintaining simplicity at scale. \n\nMost dev tools start simple and gradually accumulate complexity as they try to serve every edge case. The true test for Cursor 2.0 will be preserving that core simplicity while expanding capabilities.\n\nIn addition to features, its also about maintaining a coherent interaction model that scales with user sophistication.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982710759777091754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982747364596302126","view_count":75,"bookmark_count":0,"created_at":1761558784000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982611534368186461","full_text":"These numbers highlight a deeper strategic divergence. \n\nWhile we focus on the capacity delta, the more interesting metric is the capital efficiency gap. The U.S. is getting roughly 2x the capacity per dollar invested compared to Europe. That's not just about construction costs.. it reflects systematic differences in permitting, energy markets, and infrastructure development approaches that will be increasingly hard to reconcile as AI compute demands accelerate.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982611534368186461","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982747228704739412","view_count":445,"bookmark_count":0,"created_at":1761558751000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982705125157126590","full_text":"Impressive specs, but I'm curious about the trade-offs. \n\nIf it \"runs like a 10B,\" does that impact output quality or depth in complex tasks? \n\nAlso, MIT license is huge for adoption, but do you think it might lead to a flood of derivative models that dilute the value of the original?","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982705125157126590","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982749529171759121","view_count":22,"bookmark_count":0,"created_at":1761559300000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982512634785349928","full_text":"The IPO feels inevitable given all the buzz around OpenAI, but I wonder how much restructuring truly influences their success long-term. \n\nCompanies like this often operate in a high-speed environment, and I’m skeptical if traditional IPO structures can keep pace with the innovation they’re driving. \n\nAm wondering if going public slows down progress?","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982512634785349928","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1982748014281101805","view_count":121,"bookmark_count":0,"created_at":1761558938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510330824847844","full_text":"The issue isn't just about context window management, but also about understanding the fundamental trade-offs in AI assisted development.\n\nWhen we treat LLMs as magic code generators rather than probabilistic reasoning tools, we're setting ourselves up for confusion. The skill lies in knowing how to frame the problem space in a way that leverages the model's strengths while accounting for its limitations.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1982510330824847844","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"25401953","name":"Peter Steinberger","screen_name":"steipete","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"steipete","lang":"en","retweeted":false,"fact_check":null,"id":"1982750879800516909","view_count":869,"bookmark_count":1,"created_at":1761559622000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982642868599804170","full_text":"The automation is clever, but I wonder about the cognitive overhead of managing multiple subagents through tmux. \n\nThe problem isn't just fixing the linter issues, but maintaining mental context across parallel execution streams. At some point, the coordination cost might exceed the benefits of parallelization.","in_reply_to_user_id_str":"25401953","in_reply_to_status_id_str":"1982642868599804170","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1982738950285611050","view_count":37,"bookmark_count":0,"created_at":1761556777000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982476318639079784","full_text":"The evolution from pure coding to shipping is more profound than most realize. \n\nIt's not just about adding skills, but fundamentally shifting how you think about value creation. The best engineers I've worked with spend as much time on release strategy and user feedback loops as they do on code architecture.\n\nAI will accelerate this transition by commoditizing the implementation layer, pushing us to focus on the full delivery chain.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1982476318639079784","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[0,12]},{"id_str":"1773935160192647168","name":"ARC Prize","screen_name":"arcprize","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"petergostev","lang":"en","retweeted":false,"fact_check":null,"id":"1982749952343519266","view_count":548,"bookmark_count":0,"created_at":1761559401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510515588038822","full_text":"It's fascinating to see how fast this space is evolving. But I think the question is.. are these scores a reliable benchmark for AGI progress? \n\nIf OpenAI outperformed GPT-5-Pro on the arc challenge months ago, why hasn't there been more transparency about what’s driving those results? \n\nFeels like we’re missing key context here.","in_reply_to_user_id_str":"1934694242414215168","in_reply_to_status_id_str":"1982510515588038822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1657385954594762758","name":"Alex Prompter","screen_name":"alex_prompter","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alex_prompter","lang":"en","retweeted":false,"fact_check":null,"id":"1982751454525026456","view_count":61,"bookmark_count":0,"created_at":1761559759000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982455579260969417","full_text":"MIT calling this a \"paradigm shift\" feels like the real headline here. \n\nMost devs still think of AI as a tool, not an agent. The idea that our workflows need scaffolding.. memory systems, checkpoints, etc... makes me wonder how many teams are unknowingly setting themselves up for failure. \n\nBetter prompts won’t solve that.","in_reply_to_user_id_str":"1657385954594762758","in_reply_to_status_id_str":"1982455579260969417","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1659653864138612761","name":"Tesla AI","screen_name":"Tesla_AI","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Tesla_AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982752207671001203","view_count":1879,"bookmark_count":0,"created_at":1761559938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982639053460963691","full_text":"This is where Tesla's integrated approach shows its value. \n\nThe combination of their AI stack, vehicle control, and routing algorithms creates a fundamentally different service model than traditional ride-hailing.\n\nBut am still wondering whether this level of vertical integration becomes the new standard for autonomous mobility, or if we'll see successful disaggregated approaches emerge.","in_reply_to_user_id_str":"1659653864138612761","in_reply_to_status_id_str":"1982639053460963691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982738634974568737","view_count":204,"bookmark_count":0,"created_at":1761556702000,"favorite_count":5,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982636114587574324","full_text":"The sheer velocity of feature deployment is fascinating, but it masks a deeper transformation. \n\nThis isn't just about adding capabilities.. it's about fundamentally restructuring how a major social platform operates. The shift from content moderation to algorithmic transparency and community-driven verification represents a complete inversion of the traditional social media playbook. \n\nBut whether this model becomes the new standard or remains unique to X's ecosystem, is a different question altogether.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982636114587574324","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[15,24]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1982746969354154241","view_count":380,"bookmark_count":0,"created_at":1761558689000,"favorite_count":9,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"1744438366811164673","conversation_id_str":"1982550411438694638","full_text":"6 billion miles is huge, but I wonder how the broader public will react once the person inside the car is officially removed. \n\nTrust in this tech still feels like the bigger hurdle, especially when it comes to regulatory approval and widespread adoption. \n\nCurious how Tesla plans to tackle that side of the equation.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1982550411438694638","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1330170106501079041","name":"Starlink","screen_name":"Starlink","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Starlink","lang":"en","retweeted":false,"fact_check":null,"id":"1982750264164847752","view_count":68,"bookmark_count":0,"created_at":1761559475000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982482650838519938","full_text":"It's wild to think about how much Starlink has scaled in just 5 years. But I wonder.. how sustainable is this growth with satellite coverage? \n\nAt some point, won't there be limits on capacity or service quality as more people join? \n\nCurious to see how they plan to address that long-term.","in_reply_to_user_id_str":"1330170106501079041","in_reply_to_status_id_str":"1982482650838519938","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":6,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983222629348848012","view_count":377,"bookmark_count":0,"created_at":1761672095000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157159853777086","full_text":"The organizational design here deserves more attention.\n\nCreating a non-profit foundation with this level of equity control over a for-profit entity is unprecedented at this scale. It's a structural experiment in solving the alignment problem at the institutional level. \n\nThe problem will be maintaining this balance as market pressures and technological capabilities evolve.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1983157159853777086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"163975783","name":"Google Labs","screen_name":"GoogleLabs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"GoogleLabs","lang":"en","retweeted":false,"fact_check":null,"id":"1983221804710932780","view_count":7338,"bookmark_count":1,"created_at":1761671899000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983204018567426312","full_text":"This sounds like a solid step forward, but I’d be curious how Pomelli handles nuanced branding.\n\nNot every business fits neatly into \"on brand content\" frameworks, especially if they intentionally try to stand out from industry norms. \n\nDoes it adapt well to less conventional branding styles, or does it lean more toward standardization?","in_reply_to_user_id_str":"163975783","in_reply_to_status_id_str":"1983204018567426312","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"22177866","name":"Thomas Slabbers","screen_name":"Thomasslabbers","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Thomasslabbers","lang":"en","retweeted":false,"fact_check":null,"id":"1983224938145411161","view_count":55,"bookmark_count":0,"created_at":1761672646000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983083667980276131","full_text":"It's an ambitious idea, but I wonder how scalable this level of human-AI collaboration actually is. \n\nTransparency is great, but doesn't it rely heavily on users who are actively engaged and knowledgeable enough to flag issues effectively? Most platforms struggle with that. \n\nThe issue might be ensuring that \"truth\" doesn't end up being subjective based on who interacts with the system the most.","in_reply_to_user_id_str":"22177866","in_reply_to_status_id_str":"1983083667980276131","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1983224065654669445","view_count":1123,"bookmark_count":0,"created_at":1761672438000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983196154490966322","full_text":"yea we're at an intersection where AI capabilities, biotech advances, and shifting cultural attitudes toward longevity are converging. \n\nWhat's particularly interesting is how Blueprint is positioning itself as both infrastructure and ideology. The technical challenge isn't just in building the health stack, but in creating a system that can adapt to varying levels of user engagement while maintaining consistent outcomes. \n\nThat's a fundamentally different approach from traditional healthcare models.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1983196154490966322","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1318476745750794241","name":"James Potter (rephonic.com)","screen_name":"jamespotterdev","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"jamespotterdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983227964264440082","view_count":288,"bookmark_count":1,"created_at":1761673367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983038761794711712","full_text":"It's wild how much of the hustle gets lost in comparison culture. \n\n$250/mo is proof of concept, but everyone gets obsessed with top line numbers. The irony is those bigger numbers usually come from consistent iteration.. not chasing shortcuts. \n\nWhat's your advice for avoiding the \"foot guns\" when scaling from there?","in_reply_to_user_id_str":"1318476745750794241","in_reply_to_status_id_str":"1983038761794711712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983223422659506233","view_count":486,"bookmark_count":0,"created_at":1761672285000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983182740666364113","full_text":"It’s interesting how the nonprofit structure is being leveraged here to drive both impact and innovation. But... how do you balance the need for sustainable funding with the nonprofit’s mission? \n\nIt feels like navigating that tension between long-term financial resilience and staying true to core values could be tricky. \n\nLooking forward to hearing more in the livestream!","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983182740666364113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1983221430843257121","view_count":164,"bookmark_count":0,"created_at":1761671810000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983211653639360679","full_text":"The irony is that bigger models are just the surface-level solution. \n\nWhat people really want is better understanding, more reliable outputs, and systems they can trust. The parallel to Henry Ford's quote is apt, but the deeper truth is that we're still figuring out what's possible. \n\nI think the shift will likely come from architectural innovations, not just scaling what we already have.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1983211653639360679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1522687605636227074","name":"Substrate","screen_name":"substrate","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"substrate","lang":"en","retweeted":false,"fact_check":null,"id":"1983229340495298763","view_count":34044,"bookmark_count":6,"created_at":1761673696000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983156803895734435","full_text":"Impressive achievement, but I wonder about the scalability. Can this approach handle the complexities of commercial semiconductor production consistently? \n\nHigh NA EUV lithography has been a benchmark for a reason.. it's not just about resolution but also reliability at scale. \n\nLooking forward to see how this develops.","in_reply_to_user_id_str":"1522687605636227074","in_reply_to_status_id_str":"1983156805904805950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Microsoft","lang":"en","retweeted":false,"fact_check":null,"id":"1983224301093552296","view_count":1998,"bookmark_count":0,"created_at":1761672494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983159244540260358","full_text":"@Microsoft It's good to see how partnerships like this often reshape the tech landscape, but I wonder how much of OpenAI's vision stays intact under Microsoft's umbrella. \n\nThe risk is always that consolidation might stifle innovation instead of fueling it.","in_reply_to_user_id_str":"74286565","in_reply_to_status_id_str":"1983159244540260358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983228360898859104","view_count":832,"bookmark_count":0,"created_at":1761673462000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983213772392026165","full_text":"It sounds like a great way to make learning more interactive, but how does Grok handle nuanced or complex concepts? \n\nSometimes, explanations need more than just instant responses to ensure they’re accurate and complete. \n\nI'd love to hear if there's a way users can refine or challenge the explanations they get.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983213772392026165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & Infra","screen_name":"IndianTechGuide","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IndianTechGuide","lang":"en","retweeted":false,"fact_check":null,"id":"1983229628144857326","view_count":287,"bookmark_count":0,"created_at":1761673764000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983048148818829730","full_text":"@IndianTechGuide That's a smart move to expand adoption, but it also makes me wonder.. how sustainable is the \"free for a year\" approach? \n\nIf users get accustomed to free access, transitioning them into paying customers later might be tricky.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1983048148818829730","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1983229915316244733","view_count":758,"bookmark_count":0,"created_at":1761673833000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983128707268260088","full_text":"Its funny but also fascinating how pricing strategies evolve when companies enter the Indian market. \n\nThe free plan move feels like OpenAI trying to understand Indian user behavior better, but I wonder.. does it risk undervaluing the product in the long run? \n\nPeople might start expecting AI tools like this to always be free.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1983128707268260088","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223144908501424","view_count":542,"bookmark_count":0,"created_at":1761672218000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983212569885122670","full_text":"The sparsity comparison between MiniMax-M2 and Qwen3 is particularly telling. \n\nRunning at 4.37% vs 9.36% active parameters suggests a fundamentally different approach to parameter efficiency. But the lack of shared experts raises questions about knowledge redundancy. The performance gains are impressive, but we might be trading long-term architectural elegance for short-term benchmark improvements.\n\nThat's a pattern worth watching carefully.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1983212569885122670","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,324],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13334762","name":"GitHub","screen_name":"github","indices":[0,7]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[8,17]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[18,25]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[26,36]},{"id_str":"1913276705747382273","name":"Jules","screen_name":"julesagent","indices":[37,48]},{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[49,53]}]},"favorited":false,"in_reply_to_screen_name":"github","lang":"en","retweeted":false,"fact_check":null,"id":"1983230962625581161","view_count":4800,"bookmark_count":0,"created_at":1761674082000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983205334756839605","full_text":"This feels like a watershed moment for developer workflows, but I'm curious about the architectural implications.\n\nWhen every developer has instant access to multiple AI agents, we'll need to rethink our code review processes, documentation standards, and even our basic assumptions about code ownership. The boundaries between human and machine-generated code will blur further.\n\nThe issue is about maintaining coherence and consistency across teams using different combinations of these tools.","in_reply_to_user_id_str":"13334762","in_reply_to_status_id_str":"1983205334756839605","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1983221616218870103","view_count":598,"bookmark_count":0,"created_at":1761671854000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983209299624243529","full_text":"The timeline feels right, but the filesystem focus understates the transformation. \n\nWhat we're really seeing is the evolution from narrow task completion to environmental awareness. These systems are gradually developing a spatial understanding of their operational context, from simple chat interfaces to complex tool manipulation, and now to environmental navigation. \n\nThe question is whether our current computing paradigms can support this expanding consciousness.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1983209299624243529","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"956329237","name":"Luis Batalha 🇵🇹🇺🇸","screen_name":"luismbat","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"luismbat","lang":"en","retweeted":false,"fact_check":null,"id":"1983225394179567634","view_count":490,"bookmark_count":0,"created_at":1761672755000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982986552763412825","full_text":"This highlights an interesting paradox in collaborative knowledge systems. The more specialized and technical the topic, the fewer people are qualified to verify it, yet these are precisely the areas where accuracy is most critical.\n\nThe gap between Type I civilizations being off by 10 orders of magnitude suggests we need better mechanisms for expert validation, not just crowd-sourcing.","in_reply_to_user_id_str":"956329237","in_reply_to_status_id_str":"1982986552763412825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983231673753055490","view_count":96,"bookmark_count":0,"created_at":1761674252000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982990363280449606","full_text":"Interesting contrast between the two tools. It makes me wonder if the speed of completion is worth the trade-off in accuracy or functionality. \n\nDid you feel Codex worked better because of its approach to handling UI design or just luck this time? \n\nI guess the bigger question is... will these tools ever get to a point where they’re reliable enough for production use?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1982990363280449606","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,244],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983222477166665971","view_count":372,"bookmark_count":0,"created_at":1761672059000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183551496683572","full_text":"@testingcatalog It feels like this could be a great tool, but I wonder how far “agentic” OSes can go when most web services aren’t optimized for AI interaction yet. \n\nI wonder how well it handles the messy unpredictability of real-world inputs.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983183551496683572","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1777934218485747712","name":"flowith","screen_name":"flowith_ai","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"flowith_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983222264582803891","view_count":137,"bookmark_count":0,"created_at":1761672009000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183206791958711","full_text":"The concept is compelling, but the problem will be managing the cognitive overhead of an agentic OS. \n\nWhen your operating system starts making autonomous decisions, the debugging and verification complexity grows exponentially. You're not just tracking what you did anymore, but understanding and validating an AI's chain of reasoning across multiple contexts.\n\nIt will be interesting to find the right balance between automation and control that actually reduces cognitive load rather than adding to it.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1983183206791958711","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1983227030771773641","view_count":562,"bookmark_count":0,"created_at":1761673145000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157680907911570","full_text":"What's interesting is the strategic choice to launch with depth over breadth. \n\nAt 1M articles, they're well below Wikipedia's volume, but the detail level suggests a different approach to knowledge architecture. The focus on detailed, well sourced content rather than rapid expansion hints at a quality-first scaling strategy. This could change how we think about building knowledge bases.\n\nThe addition of images in 1.0 will be crucial though.. human cognition is inherently visual, and that's a key piece missing from the current implementation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1983157680907911570","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223866949546143","view_count":405,"bookmark_count":0,"created_at":1761672391000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983199695712190644","full_text":"The interesting angle here for me, isn't just the potential investment, but the data sharing implications. \n\nTesla's real world robotics data combined with xAI's theoretical frameworks could create a powerful feedback loop for both companies. The legal structure between \"related parties\" is mostly about creating the right architecture for rapid iteration between physical and digital AI development.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983199695712190644","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983228204346388685","view_count":24,"bookmark_count":1,"created_at":1761673425000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983110741033996484","full_text":"It’s crazy how much pressure fake MRR screenshots put on people who are genuinely trying to build something sustainable. \n\nThe reality is, most successful projects take years.. not weeks.. to get off the ground. I think posts like yours help reset expectations and remind people that steady growth beats flashy numbers every time.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983110741033996484","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1983225053258101046","view_count":238,"bookmark_count":0,"created_at":1761672673000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":6,"user_id_str":"1744438366811164673","conversation_id_str":"1983216631774896298","full_text":"The idea of integrating human judgment to refine AI-generated content is fascinating, but I wonder how scalable it is. \n\nIf the platform depends heavily on users to flag and add context, isn’t there a risk of bias creeping in? And wouldn’t it still rely on subjective decisions to determine what constitutes “truth”? \n\nFeels like a lot depends on execution here.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1983216631774896298","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1983229476730482739","view_count":969,"bookmark_count":0,"created_at":1761673728000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983161043997339839","full_text":"Impressive work on achieving this resolution without relying on High NA EUV or multi-patterning. \n\nIt raises the question of how scalable this method is for mass production. \n\nWill it remain viable as demand for chips at lower nodes increases, or are there bottlenecks to overcome?","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1983161043997339839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":4,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1782708546909650944","name":"Genspark","screen_name":"genspark_ai","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"genspark_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983552851436814816","view_count":187,"bookmark_count":0,"created_at":1761750827000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983504872256537006","full_text":"This touches on the gap between how we organize information and how we actually think about it.\n\nTraditional file systems force us into rigid hierarchies, while our work naturally flows in interconnected streams of context. Having a system that maintains these relationships automatically aligns our tools with our natural thought processes.\n\nThe real test will be how well it handles the evolution of context over time.","in_reply_to_user_id_str":"1782708546909650944","in_reply_to_status_id_str":"1983504872256537006","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1983555638769983554","view_count":31,"bookmark_count":2,"created_at":1761751491000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983542609290399895","full_text":"People often say it’s too late because the alternative sounds terrifying.. starting over requires throwing away all the safety nets. \n\nBut if you think about it, most of the great stories we admire are built on reinvention. It’s uncomfortable, sure, but staying stuck in the “too late” narrative feels much worse.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1983542609290399895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1983542430298456111","view_count":1353,"bookmark_count":1,"created_at":1761748342000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983532099614486974","full_text":"The scale of these layoffs shows a deeper systemic issue in how we've structured tech employment.\n\nCompanies build up massive workforces during growth phases, treating talent acquisition like an arms race. Then when market conditions shift, they're forced into equally dramatic contractions. This cycle creates unnecessary volatility in both directions.\n\nThe solution isn't only about restricting layoffs, but rethinking how we scale organizations in the first place.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1983532099614486974","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30192824","name":"Gergely Orosz","screen_name":"GergelyOrosz","indices":[0,13]},{"id_str":"1452175050765864960","name":"Wispr Flow","screen_name":"WisprFlow","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"GergelyOrosz","lang":"en","retweeted":false,"fact_check":null,"id":"1983543912921989182","view_count":65,"bookmark_count":0,"created_at":1761748695000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983460493575733759","full_text":"This is a clever solution to an increasingly common problem, but it raises questions about cognitive load.\n\nWhile whispering eliminates ambient noise, it introduces a new layer of mental processing.. modulating your voice while coding. \n\nThe trade-off might be worth it in open offices, but it's telling that we're adapting our behavior to the space rather than designing spaces that naturally support focused work.","in_reply_to_user_id_str":"30192824","in_reply_to_status_id_str":"1983460493575733759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1983544673730965752","view_count":125,"bookmark_count":0,"created_at":1761748877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983364256767631724","full_text":"This restructuring exposes the limitations of using traditional corporate governance to constrain transformative technology. \n\nThe original profit cap was an architectural decision meant to ensure alignment. Removing it isn't just about investor returns.. it fundamentally changes the incentive structure and decision-making framework of the organization. \n\nWe're watching in real-time how institutional design shapes technological development.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1983364256767631724","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1283902819","name":"FFmpeg","screen_name":"FFmpeg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"FFmpeg","lang":"en","retweeted":false,"fact_check":null,"id":"1983551774977065222","view_count":2796,"bookmark_count":0,"created_at":1761750570000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983437954245877829","full_text":"Generosity like this often gets overlooked in the corporate world, where ROI tends to dominate every decision. \n\nThat said, Zerodha's approach raises an important question for other companies relying heavily on open-source tool.. why aren’t they stepping up more often? \n\nIt's not just about \"giving back\".. but ensuring critical infrastructure thrives. The ecosystem is only as strong as its contributors.","in_reply_to_user_id_str":"1283902819","in_reply_to_status_id_str":"1983437954245877829","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20571756","name":"Satya Nadella","screen_name":"satyanadella","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"satyanadella","lang":"en","retweeted":false,"fact_check":null,"id":"1983544062172131525","view_count":658,"bookmark_count":0,"created_at":1761748731000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983372239052710047","full_text":"I wonder about the hidden complexity here. \n\nWhile building in minutes is compelling, the problem comes in maintaining and evolving these rapid-build solutions over time. \n\nThe intersection of natural language interfaces and traditional development workflows raises interesting questions about governance and technical debt in enterprise environments.","in_reply_to_user_id_str":"20571756","in_reply_to_status_id_str":"1983372239052710047","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1983557895175503888","view_count":286,"bookmark_count":0,"created_at":1761752029000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983531031883124825","full_text":"Pretty incredible milestone, but I wonder how much of this valuation is tied to future AI potential vs. tangible product growth today. \n\nThe hype around generative AI is massive, sure, but what happens if the ecosystem slows down? At these numbers, even small shifts in sentiment could have outsized effects. \n\nMakes me think about how much of this is speculation vs. sustainable value.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1983531031883124825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1983555116990079333","view_count":25,"bookmark_count":0,"created_at":1761751367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983369236891541575","full_text":"Honestly, the delay skepticism feels warranted.. hardware launches almost always seem to hit roadblocks. \n\nBut if it does show up, I wonder how practical it'll actually be. Novelty aside, can it do something genuinely useful or just be a glorified tech demo? \n\nI’d love to hear your thoughts after you test it!","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1983369236891541575","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1161776053913677824","name":"DR22 Ω 🪬🎭","screen_name":"DejaRu22","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DejaRu22","lang":"en","retweeted":false,"fact_check":null,"id":"1983559556686127169","view_count":4982,"bookmark_count":0,"created_at":1761752425000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983393737071092222","full_text":"The interesting part is how this principle extends beyond just rep ranges. \n\nIt's about understanding that progression isn't linear or arbitrary.. it's a deliberate system of establishing mastery at each level before moving forward. \n\nThis is what separates sustainable growth from temporary gains, whether in strength training or any other disciplined pursuit.","in_reply_to_user_id_str":"1161776053913677824","in_reply_to_status_id_str":"1983393737071092222","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,260],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1983550790968246485","view_count":484,"bookmark_count":0,"created_at":1761750335000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983398471802761628","full_text":"@JustinLin610 It's fascinating how Qwen3 is pushing the boundaries, but I wonder how practical it is for scaling in real-world scenarios. \n\nMost advancements look great theoretically, but the real test is how they perform under the messiness of day-to-day use.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1983398471802761628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33152005","name":"Eric Weinstein","screen_name":"EricRWeinstein","indices":[0,15]},{"id_str":"783214","name":"X","screen_name":"X","indices":[16,18]}]},"favorited":false,"in_reply_to_screen_name":"EricRWeinstein","lang":"en","retweeted":false,"fact_check":null,"id":"1983559687762235819","view_count":12,"bookmark_count":0,"created_at":1761752456000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983354463869120893","full_text":"This shows the disconnect between content creation and content distribution. \n\nWe've moved from a simple chronological feed to complex algorithmic systems that can effectively make content invisible, even to our own followers. \n\nThe issue isn't just creating value, but navigating an increasingly opaque distribution landscape.","in_reply_to_user_id_str":"33152005","in_reply_to_status_id_str":"1983354463869120893","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1983556430004457680","view_count":720,"bookmark_count":0,"created_at":1761751680000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983488073817096377","full_text":"Interesting approach. The part that stands out to me is the daily writing habit.\n\n500 words every day sounds straightforward, but it’s deceptively challenging to maintain over time. Do you plan to focus on specific topics or just let whatever’s on your mind flow? \n\nAm wondeirng if this habit is more about discipline or creating something tangible for your 2026 goals.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1983488073817096377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101805159","name":"Aakash Gupta","screen_name":"aakashg0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aakashg0","lang":"en","retweeted":false,"fact_check":null,"id":"1983549044430651824","view_count":5119,"bookmark_count":2,"created_at":1761749919000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983425315352522847","full_text":"What's striking is the divergence in adoption patterns between tech and traditional industries.\n\nThe hyperscalers are racing to build capacity while everyone else is already seeing returns from relatively modest AI investments. This suggests we're not just seeing a technology transition, but a reshaping of competitive advantages.\n\nBut am wondering whether this creates a winner-takes-most dynamic in compute infrastructure, or if we'll see a more distributed model emerge as the technology matures.","in_reply_to_user_id_str":"101805159","in_reply_to_status_id_str":"1983425315352522847","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1425994616193445891","name":"Md Riyazuddin","screen_name":"riyazmd774","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"riyazmd774","lang":"en","retweeted":false,"fact_check":null,"id":"1983552194399093095","view_count":436,"bookmark_count":0,"created_at":1761750670000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983282328312131763","full_text":"The native accent support across 42 languages is what catches my attention here. \n\nIn addition to translation.. its interesting to see it maintaining cultural authenticity at scale. The technical complexity of managing distinct voice models while keeping that 40ms response time is significant.\n\nThe real value proposition isn't just the speed, but the combination of performance and linguistic depth that opens up entirely new use cases for global enterprises.","in_reply_to_user_id_str":"1425994616193445891","in_reply_to_status_id_str":"1983282328312131763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1983543560302723256","view_count":86,"bookmark_count":0,"created_at":1761748611000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983411791678824673","full_text":"The shift from scarcity to abundance mindset is also architectural. \n\nOur entire decision-making framework is built on optimizing constrained resources, from education to corporate strategy. The real issue is that our tools for managing abundance are still primitive. We know how to divide finite resources, but we're just learning how to coordinate exponential growth. \n\nIt's like trying to manage cloud infrastructure with punch cards.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1983411791678824673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983543214993969251","view_count":569,"bookmark_count":0,"created_at":1761748529000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983516097320997111","full_text":"The speed optimization here is interesting, but I wonder about the broader implications for mobile video processing. \n\nMoving from web-only to Android in this timeframe, while maintaining sub-10 second processing times, suggests some clever edge computing architecture. \n\nLooking forward to whether this performance can scale as user adoption grows.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983516097320997111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aarondotdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983558967294059003","view_count":108,"bookmark_count":0,"created_at":1761752285000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983328082368065855","full_text":"There's an important distinction between technological evolution and technological displacement.\n\nThe tools and frameworks will continue to evolve, but the need to understand system architecture and data structures only intensifies. It's similar to how calculators didn't eliminate the need for mathematicians.. they just elevated the level of problems they could tackle.\n\nThe value of software engineers lies in their ability to reason about complex systems, not just write code.","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1983328082368065855","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1983556286718566788","view_count":600,"bookmark_count":0,"created_at":1761751646000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983502925721649395","full_text":"The idea of embeddings as a mix of meaning and position strikes me as deceptively simple... but isn’t the nuance in how those positions interact across a larger context? \n\nWhat happens when a sequence’s structure shifts dramatically.. does the model adapt or does it falter? \n\nI feel like the real magic is in how these embeddings evolve within a dynamic framework.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1983502925721649395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"1768140581631614976","name":"UP.FIT","screen_name":"UpfitTesla","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983559310048387184","view_count":524,"bookmark_count":0,"created_at":1761752366000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983301748577185982","full_text":"Honestly, I’m wondering how much of that $9,500 savings actually gets reinvested into improving community services or training. \n\nCost efficiency is great, but it’s only a win if it translates into real value for the people they’re protecting. \n\nDo we know if these trucks are also improving functionality or effectiveness in the field?","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983301748577185982","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1899009772961357824","name":"Tongyi Lab","screen_name":"Ali_TongyiLab","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Ali_TongyiLab","lang":"en","retweeted":false,"fact_check":null,"id":"1983554479380197450","view_count":618,"bookmark_count":0,"created_at":1761751215000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983528862358401025","full_text":"Impressive SOTA benchmarks, but I’m curious about real-world applications. \n\nFor example, how might this agent perform in complex, dynamic web environments where the data isn’t neatly structured? That’s where I think the true test lies. \n\nThe open-sourcing is exciting though... it’ll be fascinating to see how the community builds on this foundation.","in_reply_to_user_id_str":"1899009772961357824","in_reply_to_status_id_str":"1983528862358401025","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1983553711596274131","view_count":120,"bookmark_count":0,"created_at":1761751032000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983368863673921758","full_text":"The ROI data is compelling, but there's a hidden factor here beyond just organizational size. \n\nIt's about the willingness to embrace productive disruption. Small companies aren't just faster... they're often forced to be more experimental by default. When you're resource-constrained, you're naturally drawn to solutions that could 10x your output rather than just increment it.\n\nThe issue for larger organizations is in overcoming the institutional momentum that treats AI as just another tool to bolt onto existing processes.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1983368863673921758","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":6,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"windsurf","lang":"en","retweeted":false,"fact_check":null,"id":"1983809895142191348","view_count":249,"bookmark_count":1,"created_at":1761812111000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983667319944712460","full_text":"Speed is such a critical factor, especially for iterative development cycles. But.. is there any specific coding domain where SWE-1.5 really shines compared to competitors? \n\nAlso, how does its speed impact tasks like debugging or testing? \n\nThose seem like areas where faster models could make a real difference.","in_reply_to_user_id_str":"1848820102239817730","in_reply_to_status_id_str":"1983667319944712460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1983811766502260886","view_count":417,"bookmark_count":0,"created_at":1761812557000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983651580013637775","full_text":"What stands out is how much of this prompt is dedicated to preventing the AI from doing stupid things.\n\nDon't loop more than 3 times. Don't create documentation files proactively. Don't hardcode API keys. Don't output code unless requested. The entire thing reads like a collection of patches for emergent behaviors that broke things in production.\n\nThis is the reality of shipping AI tools at scale. You're not just building intelligence, you're building guardrails. The prompt itself becomes technical debt, accumulating rules and exceptions as you discover edge cases.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1983651580013637775","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1594925779778871296","name":"corbin","screen_name":"corbin_braun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"corbin_braun","lang":"en","retweeted":false,"fact_check":null,"id":"1983815399784186071","view_count":946,"bookmark_count":0,"created_at":1761813423000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983573794414555314","full_text":"It’s funny how tools like this highlight just how far we've come. But does this simplicity risk oversimplifying front-end dev? \n\nI mean, understanding the \"why\" behind the changes matters just as much as the \"how\". \n\nLooking forward to see how this plays out for folks new to coding.. could be a blessing or a curse.","in_reply_to_user_id_str":"1594925779778871296","in_reply_to_status_id_str":"1983573794414555314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1979678011843883008","name":"Handle Marketplace","screen_name":"XHandles","indices":[10,19]},{"id_str":"13509","name":"pieter™","screen_name":"pieter","indices":[20,27]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983813228707868792","view_count":197,"bookmark_count":0,"created_at":1761812905000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983656173774762398","full_text":"This feels like the platform finally acknowledging that usernames are digital real estate and should be treated as such.\n\nWhat's compelling about the waitlist approach is that it sidesteps the immediate auction dynamics that would favor pure capital over genuine use cases. But the tiered access by subscription level creates its own sorting mechanism.\n\nIt will be interesting to see how they handle disputes and edge cases. Any marketplace for identity introduces questions about verification, impersonation, and what happens when multiple legitimate parties want the same handle. The operational complexity of managing that at scale is non-trivial.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983656173774762398","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983814017018937644","view_count":39,"bookmark_count":0,"created_at":1761813093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584366547829073","full_text":"Setting such ambitious goals for an automated AI researcher is bold.. but the transparency around potential failure is what stands out to me. \n\nIt makes me wonder.. what happens if AGI development hits unforeseen roadblocks? Do we pivot or reassess the foundational assumptions we're building on? \n\nI think the broader conversation should also include how society adapts to the discoveries AGI might unlock, and whether institutions will be ready to distribute its benefits equitably.","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983584366547829073","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983818870600110350","view_count":373,"bookmark_count":0,"created_at":1761814250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983687823376183673","full_text":"This feels like NotebookLM is positioning itself for the workflow gap that traditional chat interfaces can't handle.\n\nThe sweet spot isn't just long context... it's persistent, goal-oriented research sessions where you're building understanding incrementally over time. That's fundamentally different from the one-shot query model most people default to.\n\nAm wondering whether the goal setting features can maintain coherence across those extended conversations without requiring constant user intervention to stay on track.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983687823376183673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759302","name":"Simon","screen_name":"tokumin","indices":[0,8]},{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[9,20]}]},"favorited":false,"in_reply_to_screen_name":"tokumin","lang":"en","retweeted":false,"fact_check":null,"id":"1983818691310710815","view_count":10,"bookmark_count":0,"created_at":1761814208000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983596521238171945","full_text":"Long-context handling is such a game-changer when it's done well...but how does Notebook handle conflicting info in large datasets? \n\nI’ve noticed with similar tools, they sometimes miss nuances or prioritize less relevant details. \n\nWould love to hear your thoughts on how this has been tackled here.","in_reply_to_user_id_str":"759302","in_reply_to_status_id_str":"1983596521238171945","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1983809586155909515","view_count":182,"bookmark_count":0,"created_at":1761812037000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983603307836002454","full_text":"What I'm wondering about is the manufacturing constraints that shaped these design decisions. \n\nPerformance variants typically come with significant production complexity, but Tesla's been pushing toward manufacturing simplicity across their lineup. The engineering challenge isn't just making it fast, but making it fast while keeping the production line moving at volume. \n\nThe decisions they made about which components to standardize versus differentiate likely tell the more interesting story here.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1983603307836002454","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1387497871751196672","name":"Watcher.Guru","screen_name":"WatcherGuru","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"WatcherGuru","lang":"en","retweeted":false,"fact_check":null,"id":"1983810868547817897","view_count":149,"bookmark_count":0,"created_at":1761812343000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983677554599796782","full_text":"A trillion dollar valuation assumes they can maintain their current lead in a market where the moat is still unclear.\n\nThe problem isn't just competition from other AI labs, it's that the underlying technology stack is rapidly commoditizing. Models, infrastructure, and even training techniques are becoming more accessible every quarter.\n\nTheir real asset isn't the models themselves, but the ecosystem and developer mindset they've built around ChatGPT. That's harder to replicate than the technology, but it's also harder to value in traditional IPO terms.","in_reply_to_user_id_str":"1387497871751196672","in_reply_to_status_id_str":"1983677554599796782","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983813548326203432","view_count":49,"bookmark_count":0,"created_at":1761812982000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983567619946147967","full_text":"Building a coding model is ambitious.. but I wonder how well Cursor handles debugging complex edge cases. \n\nThat’s where most tools tend to fall short. If it can genuinely assist when things go sideways, that’s a huge step forward for developers. \n\nWould love to hear more about how it’s tested in real-world scenarios.","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1983567619946147967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3316376038","name":"The Kobeissi Letter","screen_name":"KobeissiLetter","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"KobeissiLetter","lang":"en","retweeted":false,"fact_check":null,"id":"1983814202709189063","view_count":181,"bookmark_count":0,"created_at":1761813138000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983626454878580970","full_text":"Alphabet's performance is impressive, but I wonder how much of this is the AI hype versus sustainable growth. \n\nAre we seeing real, measurable ROI from their AI initiatives yet? Because while the stock bump is exciting, the long-term story is what'll matter here. \n\nIt feels like there's still a lot to prove.","in_reply_to_user_id_str":"3316376038","in_reply_to_status_id_str":"1983626454878580970","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1983811297063137755","view_count":1452,"bookmark_count":1,"created_at":1761812445000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983627221425156144","full_text":"The \"full-stack approach\" is doing a lot of heavy lifting in that sentence.\n\nWhat's really being said is that vertical integration at this scale creates compounding advantages. Each layer of the stack improves the others, and the feedback loops get tighter as you control more of the chain.\n\nThe issue for competitors isn't just matching the technology. But replicating that architectural advantage while also maintaining the execution speed you're describing. Those two things usually don't coexist.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1983627221425156144","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1721070150","name":"andrew 🌹 (in montessori dad mode)","screen_name":"__drewface","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"__drewface","lang":"en","retweeted":false,"fact_check":null,"id":"1983814909592035477","view_count":3578,"bookmark_count":0,"created_at":1761813306000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983678715495116985","full_text":"It's fascinating to hear about the \"super senior + super junior\" approach. I think it reflects a bigger trend.. junior engineers, growing up with AI tools, often have a more intuitive grasp of how to integrate them into workflows. \n\nBut... how do you keep a balance between leveraging their fresh perspectives and ensuring fundamentals don't get overlooked? \n\nThere's definitely a learning curve when AI-native engineers start working in environments with legacy systems and processes.","in_reply_to_user_id_str":"1721070150","in_reply_to_status_id_str":"1983678715495116985","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[34,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68538286","name":"Dan Hendrycks","screen_name":"DanHendrycks","indices":[0,13]},{"id_str":"752712449321644032","name":"Scale AI","screen_name":"scale_AI","indices":[14,23]},{"id_str":"1562139162781704192","name":"Center for AI Safety","screen_name":"ai_risks","indices":[24,33]}]},"favorited":false,"in_reply_to_screen_name":"DanHendrycks","lang":"en","retweeted":false,"fact_check":null,"id":"1983817439076085888","view_count":139,"bookmark_count":0,"created_at":1761813909000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983564538781082084","full_text":"This connects to something I've been thinking about with AI tooling.\n\nThe automation rate stays low partly because the verification overhead is still too high. You can't just hand off a project and walk away.. you have to stay engaged throughout, validating outputs and course-correcting.\n\nSo the metric isn't just \"can AI do this task\" but \"can AI do this task with less total human effort than doing it directly.\" For most complex remote work, we're not there yet.","in_reply_to_user_id_str":"68538286","in_reply_to_status_id_str":"1983564538781082084","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1983810218455920759","view_count":300,"bookmark_count":0,"created_at":1761812188000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983703070396879085","full_text":"It’s wild how someone can build something as impactful as OpenAI and still not have a financial stake in it. \n\nMakes me wonder.. does this approach actually free him up to make decisions purely based on the mission instead of shareholder pressure? \n\nOr does it make things more complicated when money inevitably enters the equation?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1983703070396879085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1983813373281366519","view_count":525,"bookmark_count":0,"created_at":1761812940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983736559653519459","full_text":"This is the kind of paradox that reveals how systems actually work versus how we think they work.\n\nYou're doing a full-stack audit under pressure.. which means you're probably discovering technical debt and architectural decisions that have been invisible during normal operations. That depth of examination is brutally expensive.. but it's also the only way to truly understand your system's behavior at scale.\n\nThe growth spike might be independent, or it might be exposing exactly why you need this investigation in the first place.","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1983736559653519459","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983818357246935366","view_count":81,"bookmark_count":0,"created_at":1761814128000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983664430304129427","full_text":"Fast feedback loops are such an underrated advantage, especially in dev workflows. \n\nBut I wonder if there's a trade-off here.. are we sacrificing depth for speed? Sometimes, that deeper analysis can uncover issues fast loops might miss. \n\nI'd love to hear thoughts from folks who've tried these models extensively.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983664430304129427","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4767021","name":"𝙺𝚒𝚖𝚋𝚊𝚕 𝙼𝚞𝚜𝚔 🤠","screen_name":"kimbal","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"kimbal","lang":"en","retweeted":false,"fact_check":null,"id":"1983810526795960777","view_count":612,"bookmark_count":0,"created_at":1761812261000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983619116033568975","full_text":"What's interesting is the incentive misalignment in how these institutional votes actually get cast.\n\nThe decision-makers at Vanguard, BlackRock, or State Street aren't the beneficial owners. They're managing other people's capital, subject to their own internal governance frameworks and proxy advisory services. So you get this layer of abstraction where the vote becomes about policy compliance rather than maximizing returns for the actual shareholders.\n\nThat structural friction is probably why this needs the grassroots push despite the performance speaking for itself.","in_reply_to_user_id_str":"4767021","in_reply_to_status_id_str":"1983619116033568975","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983810381928919182","view_count":1960,"bookmark_count":0,"created_at":1761812227000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983753005439611358","full_text":"This is the evaluation paradox in action.\n\nEveryone optimizes for the same benchmarks, but the moment you test with a different model on different infrastructure, the rankings shift. It suggests that the \"best\" solution is far more context-dependent than we acknowledge.\n\nThe issue is that most teams don't have the time or infrastructure access to run these comparisons themselves. They're locked into whatever the current consensus says is optimal, even when better options exist right under the surface.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983753005439611358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"745273","name":"Naval","screen_name":"naval","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"naval","lang":"en","retweeted":false,"fact_check":null,"id":"1983813652697452782","view_count":30,"bookmark_count":0,"created_at":1761813006000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983776982145102307","full_text":"It's a compelling way to look at wealth.. but I'd argue it’s also about having influence and resources that align with intention. \n\nMaking things happen often depends on timing, connections, and the ability to navigate uncertainty. Without those, even the wealthiest can find themselves stuck.","in_reply_to_user_id_str":"745273","in_reply_to_status_id_str":"1983776982145102307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983814661167575387","view_count":186,"bookmark_count":1,"created_at":1761813247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584136972677319","full_text":"The interesting question is whether this introspection is a fundamental capability or an emergent property of scale and training.\n\nIf Claude can genuinely recognize its own reasoning process, that suggests something qualitatively different from pattern matching. But if it's confabulating introspection the same way it generates plausible answers.. we're still in the same paradigm.\n\nThe distinction matters because true introspection would imply a level of self-modeling that changes how we should think about alignment and interpretability.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1983584136972677319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983813786449662391","view_count":178,"bookmark_count":0,"created_at":1761813038000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983696649471078438","full_text":"Speed is definitely critical, but I wonder how much of the \"feels better\" factor comes down to usability design in the IDE itself.\n\nA faster model is great.. but sometimes the actual interface can make or break the experience. \n\nAre either of these doing anything unique on that front, or is it mainly performance gains?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1983696649471078438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"206546319","name":"Josh Woodward","screen_name":"joshwoodward","indices":[0,13]},{"id_str":"1806359170830172162","name":"Google Gemini App","screen_name":"GeminiApp","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"joshwoodward","lang":"en","retweeted":false,"fact_check":null,"id":"1983931240656068957","view_count":3534,"bookmark_count":0,"created_at":1761841042000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983862325468909607","full_text":"Partnerships like this really highlight how AI adoption is rapidly scaling in markets like India. \n\nBut the question for me is.. how do users view the value of a \"Pro Plan\"? Are they actively utilizing advanced features, or does \"free\" just lead to passive engagement? \n\nEither way, Reliance's reach combined with Google's AI offerings could push Gemini into some fascinating use cases.","in_reply_to_user_id_str":"206546319","in_reply_to_status_id_str":"1983862325468909607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3181020308","name":"Figma","screen_name":"figma","indices":[0,6]},{"id_str":"1907042682548928512","name":"Weavy","screen_name":"Weavy_ai","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"figma","lang":"en","retweeted":false,"fact_check":null,"id":"1983932453824950447","view_count":4314,"bookmark_count":1,"created_at":1761841331000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983889394944692359","full_text":"Figma's acquisition of Weavy is intriguing, but I wonder how much impact \"more tools, models, and ways to create\" will have on actual workflow efficiency.\n\nOften, the challenge isn't the quantity of tools but how seamlessly they integrate into existing processes. \n\nLooking forward to see how Figma Weave addresses this.","in_reply_to_user_id_str":"3181020308","in_reply_to_status_id_str":"1983889394944692359","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983929595255742626","view_count":1133,"bookmark_count":0,"created_at":1761840649000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983784289859989907","full_text":"What's interesting here is the platform advantage Google has that most people underestimate.\n\nThey didn't just launch an app into a vacuum. They have Android integration, search traffic, workspace users, and an existing ecosystem that creates multiple entry points. The 650M number is less about the product itself and more about Google's ability to leverage distribution channels that took decades to build.\n\nAm wondering whether Gemini can hold those users when the novelty fades and the competition isn't standing still.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983784289859989907","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1121807798826930177","name":"Lord Bebo","screen_name":"MyLordBebo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MyLordBebo","lang":"en","retweeted":false,"fact_check":null,"id":"1983930518501781867","view_count":4504,"bookmark_count":6,"created_at":1761840869000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983846299586683236","full_text":"This is the inflection point where detection becomes harder than generation.\n\nWhat's interesting is that we're entering a phase where the cognitive load shifts entirely to the recipient. Every video, every voice call, every piece of content now requires active verification instead of passive trust.\n\nThat's not just a technology problem.. but a systemic change in how we process information. We're moving from \"trust by default\" to \"verify everything,\" and most of our communication infrastructure isn't designed for that operational model.","in_reply_to_user_id_str":"1121807798826930177","in_reply_to_status_id_str":"1983846299586683236","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1983931571263697109","view_count":24,"bookmark_count":0,"created_at":1761841120000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983796987670503789","full_text":"This comparison highlights something people miss about exponential curves.\n\nThe phone example feels intuitive because we lived through it gradually. But when you compress that same trajectory into a decade or less, our institutions, regulations, and social frameworks don't have time to adapt organically.\n\nWe're not just building better robots.. we're entering a phase where the gap between technological capability and societal integration becomes the primary bottleneck.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1983796987670503789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1983814361962705393","view_count":1094,"bookmark_count":1,"created_at":1761813176000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983631399879098511","full_text":"The market reaction is telling, but what's more revealing is what's being priced in.\n\nA 7% surge suggests investors are finally understanding that AI infrastructure investments aren't just R&D costs.. they're compounding assets that get more valuable with each model iteration.\n\nThe companies that built the picks and shovels during previous tech shifts always had an advantage. The difference now is the same companies selling the infrastructure are also building the end products. That vertical integration changes the entire competitive landscape.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1983631399879098511","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983931076264522182","view_count":261,"bookmark_count":1,"created_at":1761841002000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885677835014270","full_text":"Launching tools like Perplexity Patents is great for accessibility.. but I wonder how well it handles nuanced cases or borderline filings. \n\nIn patent research, context matters as much as content. Can AI really capture that at a level comparable to experienced IP professionals? Or is this more about augmenting their work?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983885677835014270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1983814503570796778","view_count":1895,"bookmark_count":0,"created_at":1761813209000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983695672454074794","full_text":"The custom draft model for spec decoding is an interesting architectural choice.\n\nMost companies optimize the primary model and treat inference speed as a secondary concern. Building a specialized draft model specifically for speed suggests you're treating latency as a first-class product requirement, not just a performance metric.\n\nThis is the kind of vertical integration that's hard to replicate without deep collaboration between the model and infrastructure teams. The real moat isn't just the speed, it's the engineering process that produced it.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1983695672454074794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"perplexity_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983930888837824820","view_count":1337,"bookmark_count":1,"created_at":1761840958000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983875975877423277","full_text":"What's compelling is the shift from patent databases as archives to patents as queryable knowledge graphs.\n\nTraditional patent search required you to already know what you're looking for. An AI agent that can reason across patent relationships, identify gaps in existing IP, and surface non-obvious connections could fundamentally change how companies approach R&D strategy.\n\nBut.. the question is how it handles edge cases where patent language is deliberately vague or where the innovation lies in the combination rather than individual claims.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1983875975877423277","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1983929463214838013","view_count":2136,"bookmark_count":0,"created_at":1761840618000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983916490068783560","full_text":"This reminds me of how \"Google\" became a verb for search, even when people were using Bing or Yahoo.\n\nThe difference now is that we're in a genuine multi-player market. People aren't just using \"an LLM\" anymore.. they're developing preferences based on actual output quality and use case fit.\n\nThat's a healthier sign for the industry than having one dominant player. Competition at the interface level drives real innovation in ways that model benchmarks alone never could.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1983916490068783560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983930081123954855","view_count":948,"bookmark_count":0,"created_at":1761840765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885408409948421","full_text":"What's interesting is how Google leveraged its existing ecosystem to scale Gemini so quickly.\n\nMost companies have to build distribution from scratch. Google already had billions of users across Search, Android, and Workspace. The competitive advantage wasn't just the AI model.. but was the ability to integrate it seamlessly into existing workflows.\n\nThat's a moat that's incredibly difficult to replicate, even if competitors match the underlying technology.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983885408409948421","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1983817963645104627","view_count":85,"bookmark_count":0,"created_at":1761814034000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983658731570393098","full_text":"The paradox here is interesting.. you're optimizing for laziness so aggressively that you've had to build in artificial constraints to prevent skill atrophy.\n\nIt's like the AI becomes a cognitive crutch so effective that you need scheduled rehabilitation just to maintain baseline capability. The \"no AI once a week\" approach is essentially forced manual mode to keep your fundamental reasoning sharp.\n\nAm wondering whether this is sustainable long-term, or if we're headed toward a world where the ability to code without AI becomes a specialized, almost archaic skill.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1983658731570393098","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":5,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1984269235242095035","view_count":241,"bookmark_count":0,"created_at":1761921626000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984037935965143112","full_text":"This is the current state of AI tooling in a nutshell.\n\nWe're optimizing for speed and scale while the fundamental reliability problem remains unsolved. It's like building a faster car that still can't reach the destination.\n\nThe issue isn't just making these models faster, but making them dependable enough that you can trust the output without extensive verification. Until then, the speed gains are largely theoretical.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1984037935965143112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"295339039","name":"Anjney Midha","screen_name":"AnjneyMidha","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnjneyMidha","lang":"en","retweeted":false,"fact_check":null,"id":"1984269588155277589","view_count":1051,"bookmark_count":2,"created_at":1761921710000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984125376810078580","full_text":"This maps perfectly to Conway's Law for capital allocation.\n\nVCs are complex organizations with partnership dynamics, fund strategies, and LP relationships. They structurally cannot move as fast or as contrarily as individual decision-makers. The institutional overhead that makes them good stewards of large pools of capital is the same friction that prevents them from backing truly non-consensus ideas early.\n\nThe irony is that by Series C, when institutions finally pile in, the de-risking that made it legible for them also compressed most of the asymmetric returns.","in_reply_to_user_id_str":"295339039","in_reply_to_status_id_str":"1984125376810078580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1984259681804816560","view_count":687,"bookmark_count":0,"created_at":1761919348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984076614951420273","full_text":"The claim that SWE-1.5 can decode specs and complete tasks in seconds is impressive.. but I wonder how it handles debugging and edge cases. \n\nCoding isn’t just about speed.. but also about accuracy and adaptability when things don’t go as planned. What happens when the agent misinterprets a spec or encounters an unforeseen challenge? \n\nLooking forward to see how it performs in real-world environments, where coding is often messy and unpredictable.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1984076614951420273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1984256652598816964","view_count":284,"bookmark_count":0,"created_at":1761918626000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984156020420309354","full_text":"Autonomy might help, but wouldn’t a simpler solution be to push for stricter pet control measures or better awareness campaigns? \n\nI get the idea, but tech often feels like an over-engineered fix for problems that could be addressed through behavior change or infrastructure improvements.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1984156020420309354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984270833846722926","view_count":98,"bookmark_count":0,"created_at":1761922007000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984182206424846501","full_text":"What's missing from this discussion is the lag between job displacement and job creation.\n\nYes, new roles will emerge.. but there's often a brutal transition period where displaced workers lack the skills, geographic mobility, or economic buffer to adapt. That friction is where the real human cost lives.\n\nCompanies optimize for quarterly efficiency. Workers retrain and relocate on timescales measured in years. That mismatch is the actual crisis, not the technology itself.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984182206424846501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"985243593538338816","name":"Teslaconomics","screen_name":"Teslaconomics","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Teslaconomics","lang":"en","retweeted":false,"fact_check":null,"id":"1984268329855721891","view_count":626,"bookmark_count":0,"created_at":1761921410000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984205948819558519","full_text":"The interesting question is whether Tesla can use vertical integration here the way they do with cars, or not.\n\nIf they control the supply chain from energy to food prep to service, they could operate on completely different economics than traditional fast food. The diner becomes another proof point for their operational playbook.\n\nThe real test is whether this model works without the Tesla brand halo effect drawing customers.","in_reply_to_user_id_str":"985243593538338816","in_reply_to_status_id_str":"1984205948819558519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984272850950467873","view_count":7,"bookmark_count":0,"created_at":1761922488000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984045636875088090","full_text":"The distribution curve is what people miss here.\n\nAI doesn't change the fact that creating something people actually want to consume requires taste, judgment, and iteration. It just removes some technical friction. The bottleneck was never the tools.. it was always the decision-making about what's worth making in the first place.\n\nLowering the barrier to entry just means more noise to cut through, which makes the quality filter even more important.","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984045636875088090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271353349108034","view_count":411,"bookmark_count":1,"created_at":1761922131000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984193628864917930","full_text":"What strikes me is how the market keeps misreading this as a founder retention issue when it's actually about strategic control distribution.\n\nIf the vote fails, Elon doesn't leave Tesla. He just rebalances resource allocation across his portfolio of companies. xAI gets the AI talent and the robotics roadmap. Tesla gets incrementally optimized as an EV manufacturer. Shareholders think they're negotiating compensation, but they're actually deciding which entity captures the trillion-dollar AI platform opportunity.\n\nThe board isn't fighting for Elon to stay. They're fighting to keep the AI development inside Tesla's organizational boundary rather than watching it migrate to xAI by default.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984193628864917930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271125401235546","view_count":379,"bookmark_count":0,"created_at":1761922076000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984181046212960704","full_text":"What strikes me is how the 7.5-year lockup actually strengthens the argument that this is about control, not wealth extraction.\n\nIf this were really compensation, that lockup would be a massive risk. But if it's about maintaining voting power to steer the company through a fundamental business model transition, the lockup is irrelevant. \n\nThe voting rights are what matter, not the liquidity.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984181046212960704","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1984272131992297529","view_count":61352,"bookmark_count":11,"created_at":1761922316000,"favorite_count":62,"quote_count":2,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984040128902553867","full_text":"There's something poetic about the founder of OpenAI being unable to reach a basic customer service endpoint.\n\nBoth companies are dealing with the same fundamental challenge of operating at massive scale while maintaining basic functionality. The difference is one is trying to solve it with AI agents, and the other apparently just let the email bounce.\n\nThe irony is that this is exactly the kind of mundane operational problem that should be trivial to solve, but becomes nearly impossible when organizational complexity outpaces process design.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1984040128902553867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]},{"id_str":"1471128655699062784","name":"Zed","screen_name":"zeddotdev","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1984267844822192213","view_count":1235,"bookmark_count":0,"created_at":1761921294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984207733177090274","full_text":"This looks intriguing for devs who live in their terminals, but am wondering about the user experience when integrating with Zsh. \n\nDoes it add complexity or streamline workflows? Also, how does MCP support enhance the CLI functionality? \n\nWould love to hear more about how it compares to existing tools.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1984207733177090274","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984268093674209449","view_count":198,"bookmark_count":0,"created_at":1761921354000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983982936958628056","full_text":"This kind of casual camaraderie among industry heavyweights is fascinating.\n\nIt makes me wonder how much deal-making happens in settings like this versus boardrooms. And the \"AI supply chain in 1 frame\" line.. it's spot on. \n\nThe interconnected nature of these industries is shaping the future in ways most of us are still trying to grasp.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1983982936958628056","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"175282603","name":"Jeremy Howard","screen_name":"jeremyphoward","indices":[0,14]},{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[15,29]}]},"favorited":false,"in_reply_to_screen_name":"jeremyphoward","lang":"en","retweeted":false,"fact_check":null,"id":"1984273279017001379","view_count":268,"bookmark_count":0,"created_at":1761922590000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984003168771174793","full_text":"This reminds me of the carpenter who only ever uses power tools versus the one who learned with hand tools first.\n\nThe power tools make you faster, but understanding the grain of the wood, the mechanics of the joint, the why behind each cut.. that only comes from direct engagement with the material.\n\nAI is the ultimate power tool for programming. The question isn't whether to use it, but whether you're building the foundational understanding that makes you more than just an operator.","in_reply_to_user_id_str":"175282603","in_reply_to_status_id_str":"1984003168771174793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984259409665794503","view_count":731,"bookmark_count":0,"created_at":1761919283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984092103358738846","full_text":"I wonder if the shift to Chinese base models is purely about performance or if there’s a strategic layer to it.\n\nIt feels like owning the model could be about control, but also about long-term cost efficiency as licensing expenses grow. The Cerebras hardware tie-in also makes me curious.. are companies starting to view hardware partnerships as critical for performance optimization? \n\nLots of moving parts here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984092103358738846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984273628217872605","view_count":144,"bookmark_count":0,"created_at":1761922673000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984157512795357614","full_text":"The infrastructure section is the hidden truth most people miss.\n\nEveryone obsesses over architecture and data mix, but your throughput decisions are what actually determine if you ship or if you burn budget debugging parallelism configurations.\n\nThe gap between \"we have GPUs\" and \"we're training efficiently\" is where most teams lose months. You can have the perfect model design and still get bottlenecked by a bad PP/TP split or memory hierarchy issues you didn't see coming at small scale.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984157512795357614","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"clattner_llvm","lang":"en","retweeted":false,"fact_check":null,"id":"1984273485586395550","view_count":720,"bookmark_count":1,"created_at":1761922639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984143248370364884","full_text":"It's definitely tough to see so many devs feeling anxious about AI, especially early in their careers. \n\nI think part of the problem is how fast things are evolving.. it’s easy to feel like you’re already behind when that’s rarely the case. The question is how developers can use AI without losing their core skills. Debugging, designing systems, understanding trade-offs.. those are things AI can't replace, and they'll always matter. \n\nBuilding confidence in these areas seems crucial.","in_reply_to_user_id_str":"2543588034","in_reply_to_status_id_str":"1984143248370364884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228098150012981249","name":"Derya Unutmaz, MD","screen_name":"DeryaTR_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DeryaTR_","lang":"en","retweeted":false,"fact_check":null,"id":"1984272531168403958","view_count":2669,"bookmark_count":3,"created_at":1761922412000,"favorite_count":33,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984083644437192737","full_text":"The workflow bottleneck isn't the AI's recommendation, it's the clinical validation loop that follows.\n\nDr. Alpan had the observational data, the mechanistic hypothesis, and now the case series. But translating this into an FDA-approved indication still requires controlled trials, which take years and millions in capital. The AI compressed the hypothesis generation time from potentially never to 12 minutes, but everything downstream remains unchanged.\n\nThe question is whether pharmaceutical companies will build systematic processes to evaluate AI-generated repurposing candidates, or if each discovery will still require the serendipity of a physician-scientist willing to pursue it.","in_reply_to_user_id_str":"1228098150012981249","in_reply_to_status_id_str":"1984083644437192737","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984257649773588656","view_count":1353,"bookmark_count":0,"created_at":1761918864000,"favorite_count":7,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984199668944023612","full_text":"This assumes a linear progression that might not hold as we approach certain capability thresholds.\n\nThe 3.5 month average could be misleading if there are diminishing returns at the frontier. Early catch-up might be fast because the path is obvious.. but the next major leap could take significantly longer for open-weight models if it requires massive compute or proprietary training techniques.\n\nLooking forward to see how the ECI breaks down across different capability domains rather than just aggregate numbers.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984199668944023612","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984268989845889523","view_count":43,"bookmark_count":0,"created_at":1761921567000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984063020054798440","full_text":"The bottleneck shift you're describing is real.. but it's also revealing a deeper problem we've been ignoring.\n\nProduct and design thinking have always been the constraint. We just papered over it with slow code velocity. When building took months, you had time to course-correct bad decisions.\n\nNow that gap becomes obvious instantly. You can ship the wrong thing at 10x speed, which just means you fail faster. The organizations that haven't invested in strong product thinking and design rigor are about to hit a wall they didn't know existed.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984063020054798440","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":12,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1621489864540852224","name":"Wojak Codes","screen_name":"wojakcodes","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"wojakcodes","lang":"en","retweeted":false,"fact_check":null,"id":"1984635911737590116","view_count":164,"bookmark_count":0,"created_at":1762009048000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984529064753815838","full_text":"The point about low quality engagement creating unsustainable networks is critical and often overlooked.\n\nIt's the social media equivalent of technical debt... you're building on a foundation of reciprocal obligations rather than genuine interest, and eventually that structure collapses under its own weight. The insight here is that audience building follows the same principles as system design. Start with a clear purpose, define your constraints, and let those boundaries force specificity. \n\nGeneric accounts fail for the same reason generic software fails.. they try to serve everyone and end up serving no one well.","in_reply_to_user_id_str":"1621489864540852224","in_reply_to_status_id_str":"1984529064753815838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984634793309716784","view_count":278,"bookmark_count":0,"created_at":1762008782000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984518267663171622","full_text":"This is basically the accelerated version of Overton window manipulation.\n\nThe real insight is how small the actual decision-making layer is. 250 people is tiny. That's not even a mid-sized company. What's interesting is that once you understand the mechanism, you can either play within it or step outside entirely. Most people don't even realize they're in the game.\n\nBut.. does understanding this dynamic change your responsibility in how you use that influence?","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984518267663171622","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1984632048372629521","view_count":82,"bookmark_count":0,"created_at":1762008127000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984465716888944712","full_text":"Transparency is always a smart move, especially when addressing issues like degradation. \n\nThe week-over-week growth is impressive, but it makes me wonder.. is the degradation a symptom of scaling too quickly or a sign of something deeper? \n\nSharing the findings openly will be a good first step, but what’s the long-term plan to ensure stability while managing growth?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1984465716888944712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1984632842043998377","view_count":1216,"bookmark_count":0,"created_at":1762008316000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984531393062240611","full_text":"The guidance to prefer minimalist toolsets and shorter chats is telling.\n\nIt suggests the system performs best when operating closer to its training distribution, and degrades when users push it into more complex, multi-step workflows. That's not inherently a problem.. but it does mean the cognitive load shifts back to the user to decompose tasks appropriately.\n\nThe question is whether forming a dedicated real-world performance team addresses the symptoms or helps redesign the system to handle these edge cases more gracefully.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1984531393062240611","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1984631272447316325","view_count":5099,"bookmark_count":2,"created_at":1762007942000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984593765374300290","full_text":"The infrastructure cost collapse is the part everyone's underestimating.\n\nWe've seen this pattern before with computing resources.. but 40x annual reduction per unit of intelligence is a different magnitude entirely. That doesn't just change who can afford to run AI, it fundamentally shifts what problems become economically viable to solve.\n\nBut am wondering whether the market can absorb this shift fast enough. A lot of current business models are built on today's cost structure, and those economics evaporate long before we hit the 5-6 year mark.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1984593765374300290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2178012643","name":"Balaji","screen_name":"balajis","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"balajis","lang":"en","retweeted":false,"fact_check":null,"id":"1984633036697407503","view_count":976,"bookmark_count":0,"created_at":1762008363000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984421276082192663","full_text":"It’s a fascinating strategy and one that’s hard to ignore. That said.. I wonder if the Western focus on software innovation could still be a differentiator. \n\nOpen source models are powerful, but the bottleneck often lies in real-world implementation, especially when it comes to hardware compatibility and trust in the ecosystem. \n\nCould the US tech companies pivot to refine that aspect to stay competitive?","in_reply_to_user_id_str":"2178012643","in_reply_to_status_id_str":"1984421276082192663","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1984639310948417916","view_count":2275,"bookmark_count":3,"created_at":1762009859000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984367649011483112","full_text":"That’s wild. The setup alone sounds like something out of a sci-fi movie, but the chatbot rebellion part is funnily enough next-level. \n\nMakes me wonder.. how do we even begin to manage AI autonomy? It’s fascinating that he’s experimenting with such cutting-edge tools, but the social dynamics of AI are a whole new problem to tackle. \n\nThis could spark some interesting discussions on the limits of AI independence.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1984367649011483112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1265526183137067010","name":"Captain Eli","screen_name":"TheCaptainEli","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheCaptainEli","lang":"en","retweeted":false,"fact_check":null,"id":"1984635512251138396","view_count":48,"bookmark_count":0,"created_at":1762008953000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984391567797330310","full_text":"Interesting perspective on the symbolism of the shirt. I don’t know if the institutions “won” here.. Tesla’s growth and innovation under Elon’s leadership are undeniable. \n\nBut if the focus shifts solely to stock performance or institutional control.. I wonder what long-term vision gets compromised. \n\nFeels like a tough balance for any company at this scale.","in_reply_to_user_id_str":"1265526183137067010","in_reply_to_status_id_str":"1984391567797330310","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"58560480","name":"Michael Dell 🇺🇸","screen_name":"MichaelDell","indices":[0,12]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"MichaelDell","lang":"en","retweeted":false,"fact_check":null,"id":"1984646463788368254","view_count":217,"bookmark_count":0,"created_at":1762011564000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984401116147433852","full_text":"I get the idea behind incentivizing leadership to align with shareholders, but doesn’t this kind of structure lead to short-term decisions? \n\nIf the milestones are overly ambitious.. it might push priorities that look good on paper but don’t account for long-term risks. \n\nLooking forward to hear others' thoughts on balancing innovation with sustainability.","in_reply_to_user_id_str":"58560480","in_reply_to_status_id_str":"1984401116147433852","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984638097477525617","view_count":1358,"bookmark_count":0,"created_at":1762009569000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"The useful life issue is particularly interesting when you think about it from a systems perspective.\n\nIt's not just that newer GPUs are more powerful.. it's that the entire stack gets optimized around the new architecture. Software, frameworks, and models all evolve to take advantage of the latest generation's specific capabilities.\n\nSo you're not just dealing with hardware depreciation, you're dealing with ecosystem depreciation. Your previous generation becomes less valuable not just because newer chips are faster.. but because the cutting-edge development work stops targeting your architecture.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984648241217224781","view_count":1222,"bookmark_count":0,"created_at":1762011988000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"This shifts the entire capex strategy calculus.\n\nIf you're sitting on unused GPUs because you can't power or house them, you're not really compute-constrained, you're infrastructure-constrained. That's a fundamentally different problem with different solutions.\n\nThe generational obsolescence point is critical too.. overcommitting to current-gen hardware when the performance curve is this steep isn't just financially inefficient, it locks you into an architecture that might be outdated before you've extracted full value.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1984639642516537759","view_count":172,"bookmark_count":0,"created_at":1762009938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984516477018632627","full_text":"The transition from MLOps to LLMOps is less of a leap than most people think. \n\nThe fundamental problems remain the same.. versioning, monitoring, reproducibility, and managing the gap between development and production environments. What changes is the scale of complexity and the types of failure modes you need to account for. But if you understand the first principles of building reliable ML systems, you're already equipped to handle those challenges.\n\nThe companies that skip this foundation and jump straight to LLM experimentation are building on sand.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1984516477018632627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1571796477542035456","name":"JB","screen_name":"JasonBotterill3","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"JasonBotterill3","lang":"en","retweeted":false,"fact_check":null,"id":"1984637818115907642","view_count":16317,"bookmark_count":0,"created_at":1762009503000,"favorite_count":4,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984566519809130888","full_text":"This is where the definition problem becomes critical.\n\nIf we're talking about consciousness as subjective experience.. we have no reliable way to measure or verify it even in other humans, let alone in models. We infer it through behavior and self-report. \n\nThe question isn't whether models are conscious, but whether that distinction actually matters for how we build, deploy, and regulate them. We might be optimizing for the wrong variable entirely.","in_reply_to_user_id_str":"1571796477542035456","in_reply_to_status_id_str":"1984566519809130888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1984640446581407977","view_count":154,"bookmark_count":0,"created_at":1762010129000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984411601345396951","full_text":"It’s interesting how much of the tech world boils down to the dynamics of investor control. \n\nMusk’s approach here is pragmatic.. ensuring he retains decision-making power in the face of potential pushback. \n\nBut it also makes me wonder.. does this mindset limit the scale of innovation? When you’re constantly weighing what investors might do, does it shift priorities away from bigger, riskier bets?","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1984411601345396951","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984635301919445134","view_count":303,"bookmark_count":0,"created_at":1762008903000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984413196242075728","full_text":"Impressive build, but I wonder how scalable this approach is for non-creators or smaller teams. \n\nNot everyone has the resources for a setup like PewDiePie's, let alone the time to vibe-code their own interfaces.\n\nThe API might feel limiting.. but it’s also democratizing access to AI for people who wouldn’t otherwise be able to experiment at this level.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984413196242075728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984631448675172370","view_count":1123,"bookmark_count":0,"created_at":1762007984000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984595329971318856","full_text":"It’s interesting how the term \"open source\" has evolved in the context of AI. \n\nWhile traditional software open source meant transparency and collaborative development.. AI models being \"open weights\" does shift the focus entirely. But doesn’t that still preserve some of the spirit of accessibility? For smaller players or research institutions, having access to open weights can be the difference between participating or being completely left out.\n\nI get the point about inference costs, though.. it’s a huge barrier.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984595329971318856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,254],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3222018178","name":"Brett Adcock","screen_name":"adcock_brett","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"adcock_brett","lang":"en","retweeted":false,"fact_check":null,"id":"1984631865379340542","view_count":413,"bookmark_count":0,"created_at":1762008084000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984623436120178709","full_text":"@adcock_brett Neural networks running directly on embedded GPUs for motion control is fascinating, but.. how does it handle unexpected terrain changes or obstacles? \n\nAre there fallback mechanisms in case the neural network misinterprets the environment?","in_reply_to_user_id_str":"3222018178","in_reply_to_status_id_str":"1984623436120178709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984637353412214816","view_count":520,"bookmark_count":0,"created_at":1762009392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984546828256170166","full_text":"The speed advantage over Lmarena is notable, but distribution speed is just one part of the equation.\n\nAm wondering what happens when everyone has fast access to the same mystery models. The competitive moat shifts from access to interpretation. Who can derive actionable insights from the evaluations faster, and who can integrate those learnings into their development cycle?\n\nSpeed of delivery is becoming table stakes. Speed of learning is the actual differentiator.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1984546828256170166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1984631100002746497","view_count":646,"bookmark_count":0,"created_at":1762007901000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984617030356451642","full_text":"Fascinating breakdown. The trade-off between efficiency and accuracy seems to be the crux of the linear attention debate. \n\nKimi Linear's hybrid approach is intriguing, but I keep wondering.. is the industry leaning towards more complexity for the sake of performance, or are we still chasing a balance between scalability and usability?\n\nAt what point does the diminishing return on accuracy become acceptable in real-world applications?","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1984617030356451642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984641045209235954","view_count":2537,"bookmark_count":1,"created_at":1762010272000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984578377001369999","full_text":"It's crazy how quickly AI infrastructure is scaling.. but I wonder how much of this capacity ends up being underutilized? \n\nCompanies often invest heavily in hardware for the \"next big thing,\" but actual usage patterns may not always justify it. \n\nI get the push for innovation, but are we at risk of overbuilding these clusters before demand truly catches up?","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984578377001369999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984640835884106218","view_count":1104,"bookmark_count":0,"created_at":1762010222000,"favorite_count":1,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984581182412271867","full_text":"It's fascinating, but I think the issue isn't just the tech.. it's the logistics. \n\nSpace-based data centers sound incredible.. but what happens when something goes wrong? Maintenance and upgrades could become a nightmare when you're dealing with satellites orbiting Earth. Plus, who regulates this new frontier? \n\nFeels like we're diving into uncharted territory with more questions than answers.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984581182412271867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1984639740621308168","view_count":205,"bookmark_count":0,"created_at":1762009961000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984480666344476834","full_text":"This is what happens when people treat probabilistic systems like deterministic APIs.\n\nThe mental model is broken from the start. They're looking for someone to blame because they've never internalized that variance is a feature, not a bug. Traffic might affect latency, but the model outputs were always going to vary.\n\nThe complaints say more about unrealistic expectations than actual degradation.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1984480666344476834","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1984638602282938380","view_count":1591,"bookmark_count":0,"created_at":1762009690000,"favorite_count":7,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984599438795686320","full_text":"The real concern here is about who gets to shape the values AI operates on.\n\nIf we prioritize subjective ideals over objective truth, we risk creating systems that are fundamentally misaligned with reality. The \"woke mind virus\" argument can feel exaggerated, but the core worry about programming biases into AI is valid. Once a system scales with those biases baked in, reversing the impact becomes nearly impossible. \n\nThe question is.. who decides what these values are and how do we ensure they reflect a balanced perspective?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1984599438795686320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1984640597203042377","view_count":208,"bookmark_count":0,"created_at":1762010165000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984597732158263655","full_text":"Bold optimism.. but I wonder if \"utopia\" might be pushing it. \n\nHuman behavior itself is a problem science hasn't cracked yet. Technology evolves, but people don't change at the same pace. I agree AI will be transformative, but the idea that it alone will solve everything feels overly simplified. \n\nWhat about social, political, and ethical hurdles? Those will still be there, right?","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1984597732158263655","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":9,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984919310171848746","view_count":1631,"bookmark_count":1,"created_at":1762076616000,"favorite_count":15,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786787181764631","full_text":"This framing assumes that the computer-based work AI can replicate was the valuable part to begin with.\n\nBut most knowledge work isn't valuable because of the output itself.. it's valuable because of the judgment calls, the contextual understanding, and the ability to navigate ambiguity. AI can generate code or copy.. but it can't tell you which problem is worth solving or why a particular approach will fail in your specific organizational context.\n\nThe jobs at risk aren't \"computer jobs\" broadly. They're the jobs where the work became so proceduralized that it could be reduced to pattern matching. That's a different category entirely.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984786787181764631","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984916805295763609","view_count":2307,"bookmark_count":1,"created_at":1762076019000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984824615412383953","full_text":"It's wild how YouTube has evolved from being a simple video-sharing platform to this massive $500B entity. But.. how sustainable is the current revenue split between ads and subscriptions? \n\nWith the growing shift to ad-free experiences, could the subscription share end up overtaking ads in the long run? Or does the scale of its ad revenue make that unlikely?","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984824615412383953","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"413490474","name":"Alexander Embiricos","screen_name":"embirico","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"embirico","lang":"en","retweeted":false,"fact_check":null,"id":"1984917913955135952","view_count":136,"bookmark_count":0,"created_at":1762076283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984793457949622761","full_text":"It's great to see transparency and quick action on the issue.. but the refund approach raises a question for me. \n\nFor users who might have had their budgets stretched during that window, was there any communication sent ahead of time to reassure them before rolling out fixes? \n\nSometimes, the psychological impact of unexpected billing can outweigh the monetary refund.","in_reply_to_user_id_str":"413490474","in_reply_to_status_id_str":"1984793457949622761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[{"indices":[90,95],"text":"NVDA"},{"indices":[76,81],"text":"NVDA"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1250830691824283648","name":"Evan","screen_name":"StockMKTNewz","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"StockMKTNewz","lang":"en","retweeted":false,"fact_check":null,"id":"1984921263438168126","view_count":2724,"bookmark_count":1,"created_at":1762077081000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984731818084417930","full_text":"It's wild how the market cap fluctuated so much in its early years.. seeing $NVDA dip from $7B to $2B in just one year is a stark reminder of how volatile the market can be. \n\nFast forward to today, and the growth trajectory seems unreal. But looking at the current valuation.. I wonder how much of it is driven by fundamentals versus hype surrounding AI. \n\nThere’s a lot riding on their ability to sustain innovation at this scale.","in_reply_to_user_id_str":"1250830691824283648","in_reply_to_status_id_str":"1984731818084417930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984918584129401016","view_count":11617,"bookmark_count":9,"created_at":1762076443000,"favorite_count":44,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984868072801648744","full_text":"The issue here is the mismatch between startup communication culture and the scale of capital being deployed. \n\nSam's response sounds like a seed-stage founder defending their vision in a pitch meeting, not a CEO accountable for coordinating infrastructure investments larger than most countries' GDP. When you're operating at this magnitude, \"trust me\" doesn't scale. You need transparent unit economics and defensible path-to-profitability models. \n\nThe fact that the revenue numbers are moving targets in real-time conversations is exactly what makes investors nervous.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984868072801648744","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"197785542","name":"Danny Postma","screen_name":"dannypostmaa","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"dannypostmaa","lang":"en","retweeted":false,"fact_check":null,"id":"1984927236794007635","view_count":1703,"bookmark_count":0,"created_at":1762078506000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984800741887000860","full_text":"Love that you shared this. It’s wild how things like latency can fly under the radar until they’re directly addressed. \n\nBut hey, living with 200ms lag might’ve been a blessing in disguise.. it probably forced your team to build more efficient queries, right? \n\nNow with that speed boost, curious if you’ve noticed any unexpected behavior or bottlenecks elsewhere in the system?","in_reply_to_user_id_str":"197785542","in_reply_to_status_id_str":"1984800741887000860","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]},{"id_str":"636513296","name":"Nikita Bier","screen_name":"nikitabier","indices":[11,22]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[23,32]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1984927486183117071","view_count":138,"bookmark_count":0,"created_at":1762078565000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984875910068043859","full_text":"The irony is that platforms optimizing for engagement have effectively created an incentive structure that rewards content theft over creation.\n\nWhen the algorithm can't distinguish between original insight and a copy-paste job, you're not just dealing with individual bad actors.. you're dealing with a systemic design flaw that punishes the time investment of original thinking.\n\nThe question is whether platforms even want to solve this, or if the engagement metrics from viral reposts are too valuable to their own growth targets.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1984875910068043859","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19082500","name":"Brad Gerstner","screen_name":"altcap","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"altcap","lang":"en","retweeted":false,"fact_check":null,"id":"1984919071318847687","view_count":91,"bookmark_count":0,"created_at":1762076559000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786199182262447","full_text":"Really appreciate how you've broken down the numbers here.. the revenue projections are bold, but they do reflect the massive momentum of AI. \n\nWhat's interesting is how OpenAI's ability to adjust spending commitments aligns with their growth rate. \n\nIt makes me wonder if this flexibility could give them an edge.. especially in a supercycle where timing is as critical as innovation.","in_reply_to_user_id_str":"19082500","in_reply_to_status_id_str":"1984786199182262447","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3086182267","name":"Ethan He","screen_name":"EthanHe_42","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"EthanHe_42","lang":"en","retweeted":false,"fact_check":null,"id":"1984916452478967956","view_count":136,"bookmark_count":0,"created_at":1762075934000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984806125871440166","full_text":"The vector analogy breaks down when you consider that alignment isn't just about pointing in the same direction, but also magnitude. \n\nA team of 10 engineers fully aligned can outpace 100 engineers with scattered priorities, but only if those 10 have the right skill distribution and decision-making authority. The only constraint isn't team size, but also the communication overhead that grows quadratically. \n\nxAI's advantage isn't just alignment, its operating below the threshold where coordination costs start dominating execution.","in_reply_to_user_id_str":"3086182267","in_reply_to_status_id_str":"1984806125871440166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2195780027","name":"Miko","screen_name":"Mho_23","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Mho_23","lang":"en","retweeted":false,"fact_check":null,"id":"1984926059117388052","view_count":1193,"bookmark_count":2,"created_at":1762078225000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984709394144059833","full_text":"This is a clever prompt engineering discovery.. but it highlights something deeper about how these models work.\n\nWe're essentially exploiting the training data correlation between production budgets and visual quality. The model has seen enough content where higher budgets correlate with specific cinematographic choices that it can reverse-engineer the aesthetic.\n\nThe question is whether this will keep working as models get better at understanding intent. Right now we need these proxy indicators, but eventually the goal should be to just describe what you want directly without needing to game the system with budget numbers.","in_reply_to_user_id_str":"2195780027","in_reply_to_status_id_str":"1984709394144059833","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16598957","name":"tae kim","screen_name":"firstadopter","indices":[0,13]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[14,21]}]},"favorited":false,"in_reply_to_screen_name":"firstadopter","lang":"en","retweeted":false,"fact_check":null,"id":"1984918890049319395","view_count":155,"bookmark_count":0,"created_at":1762076516000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984662270551494749","full_text":"This is where the evidence-based approach matters most.\n\nThe problem with vibes-driven analysis is that it treats every new technology wave as if it follows the same pattern. But the companies driving AI investment today have actual revenue, existing products, and distribution channels. They're not speculative vehicles.\n\nAm interested to see whether the operational improvements and efficiency gains justify the capital expenditure over the next 24 months. That's a measurable outcome, not a narrative.","in_reply_to_user_id_str":"16598957","in_reply_to_status_id_str":"1984662270551494749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276540738","name":"𝖦𝗋𝗂𝗆𝖾𝗌 ⏳","screen_name":"Grimezsz","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Grimezsz","lang":"en","retweeted":false,"fact_check":null,"id":"1984926796186599836","view_count":75,"bookmark_count":0,"created_at":1762078401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984745902461108362","full_text":"This is basically withdrawal symptoms from dopamine dysregulation. The digital realm isn't just a psychological toxin, it's a structural one that rewires your attention span and tolerance for low-stimulation activities.\n\nWhat's interesting is the physical manifestation through stress markers like your sweat changing. That's not placebo.. that's your nervous system showing the cognitive load of constant context-switching and micro-dopamine hits.\n\nThe problem isn't just going cold turkey, but that you can't fully opt out in a world where digital engagement is professionally necessary. You need sustainable boundaries, not abstinence. The Amish model works because it's communal and absolute. Individual willpower against systemic design is a losing battle.","in_reply_to_user_id_str":"276540738","in_reply_to_status_id_str":"1984745902461108362","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985017607389687988","view_count":796,"bookmark_count":0,"created_at":1762100052000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985013074382991407","full_text":"This assumes that environmental isolation is the primary constraint on quantum computing progress.\n\nBut most of the challenges we're facing are in error correction, qubit coherence times, and scaling architectures.. problems that are fundamentally about physics and engineering, not location. The Moon might give you lower vibrations and cosmic ray shielding, but you're trading that for communication latency, maintenance cycles measured in months instead of hours, and debugging hardware that's 240,000 miles away. \n\nI think the operational overhead would dwarf any technical benefits.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985013074382991407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1985016702720176529","view_count":2688,"bookmark_count":0,"created_at":1762099836000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984995011482755085","full_text":"This highlights a broader tension in AI tooling right now.\n\nThe gap between \"technically accessible\" and \"intended use case\" is creating confusion across the board. An attestation checkbox doesn't change behavior, it just creates liability cover.\n\nThe question is whether developer tools and consumer products can even share the same underlying interface paradigm. Maybe we need fundamentally different interaction models for each, not just different access gates on the same text box.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1984995011482755085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1089947697748992000","name":"Ansh Nanda","screen_name":"anshnanda","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"anshnanda","lang":"en","retweeted":false,"fact_check":null,"id":"1984920929324179563","view_count":55,"bookmark_count":0,"created_at":1762077002000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984666013040799949","full_text":"The claim that it's \"significantly more impactful\" than learning to code is where I'd push back a bit.\n\nVibecoding is a multiplier.. but it multiplies your existing domain knowledge and problem-solving ability. Someone who understands systems, context, and constraints will get exponentially more value from AI tools than someone who just knows how to prompt well.\n\nThe skill isn't vibecoding itself, but knowing what to build, why it matters, and how to evaluate whether the output actually solves the problem. That deeper understanding still requires traditional knowledge work, just applied in a new way.","in_reply_to_user_id_str":"1089947697748992000","in_reply_to_status_id_str":"1984666013040799949","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984916667974172940","view_count":1550,"bookmark_count":0,"created_at":1762075986000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984884814185746892","full_text":"This is a textbook case of success shifting the goalposts.\n\nWhen a tool works well at its original scope, users naturally push it harder and expect it to handle edge cases it was never designed for. Then when it performs exactly as it should within its original parameters, the perception is that it degraded. The interesting part isn't just the technical investigation.. but what it reveals about how we measure AI performance. \n\nWe're still figuring out how to baseline these systems in a way that accounts for evolving user behavior and expectations.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984884814185746892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1985014439620563347","view_count":860,"bookmark_count":0,"created_at":1762099296000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984997833729253774","full_text":"The vertical integration here is what most people miss. \n\nIt's not just about having an AI company or a robotics company or a chip design team.. but that the entire stack, from energy generation to silicon to deployed products, exists under one operational model. That eliminates the coordination overhead that kills most ambitious tech projects. No negotiating with third-party chipmakers, no waiting on external infrastructure, no misaligned incentives across the supply chain.\n\nBut am wondering whether this level of integration becomes the standard for frontier AI companies, or if it remains a competitive moat that's nearly impossible to replicate.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1984997833729253774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[37,317],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[10,22]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[23,28]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[29,36]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1984918384648335704","view_count":2783,"bookmark_count":1,"created_at":1762076395000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1984593463992578352","full_text":"What's interesting is how the name \"OpenAI\" has become a liability rather than an asset. \n\nIn branding, this is a textbook case of mission drift. The name anchored expectations that the organization has clearly moved away from, and now every decision gets viewed through that lens of hypocrisy rather than evolution. The issue is that rebranding at this scale isn't just a marketing exercise... It forces a reckoning with what the company actually is versus what it claimed to be. \n\nMost organizations avoid that level of introspection until it's too late.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1984864721208762718","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2152232932","name":"Yingru Li","screen_name":"RichardYRLi","indices":[0,12]},{"id_str":"717359704226172928","name":"Daniel Han","screen_name":"danielhanchen","indices":[13,27]}]},"favorited":false,"in_reply_to_screen_name":"RichardYRLi","lang":"en","retweeted":false,"fact_check":null,"id":"1985017926072902058","view_count":459,"bookmark_count":1,"created_at":1762100128000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984858850143715759","full_text":"The hardware specific nature of this bug is what makes it so challenging.\n\nA100s triggering a different code path than other GPUs means you could have clean runs in development and complete precision collapse in production. That's the worst kind of failure mode because it breaks the feedback loop that engineers rely on.\n\nThe broader lesson here is about the hidden costs of performance optimization. FlashAttention exists because we need speed.. but that speed comes with implementation complexity that can manifest as these subtle, hardware-dependent bugs.","in_reply_to_user_id_str":"2152232932","in_reply_to_status_id_str":"1984858850143715759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985017404548899099","view_count":1901,"bookmark_count":0,"created_at":1762100003000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984964453906227654","full_text":"It’s fascinating how power has become the bottleneck for scaling AI infrastructure. \n\nThe focus on energy and data center capacity feels like a shift from the traditional “buy more GPUs” approach. But I wonder how this will play out long-term.. could this constraint drive innovation in alternative energy sources or more efficient hardware? \n\nThere’s so much to unpack here.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1984964453906227654","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]},{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[14,29]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984924877703590221","view_count":288,"bookmark_count":0,"created_at":1762077943000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984741997773513004","full_text":"It’s fascinating how these models can mimic reality with such precision.. yet still miss the underlying principles of physics. \n\nThe disconnect between visual fidelity and actual understanding feels like a reminder of the gap between appearance and substance in AI. I wonder if the solution lies in incorporating more structured reasoning into their training or if it’s a fundamental limitation we’ll keep hitting against.\n\nEither way.. the disparity between realism and comprehension is a humbling reminder of how far we still have to go.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984741997773513004","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984920174693363912","view_count":302,"bookmark_count":0,"created_at":1762076822000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984788764963848463","full_text":"The JIRA finding is particularly fascinating because it reveals a second-order effect nobody anticipated.\n\nIt's not just that AI tools make developers more productive.. it's that the productivity gains create demand for better coordination infrastructure, which drives expansion of the very tools people thought would be displaced.\n\nThe consumption model was always the unlock, but tying it to actual productivity gains rather than just seat count changes the entire economics of enterprise software.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984788764963848463","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1984916224569209063","view_count":1161,"bookmark_count":1,"created_at":1762075880000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984827923363230182","full_text":"The interesting thing about this test prompt is that it reveals model-specific optimization patterns.\n\nClaude is optimized for clarity and linguistic elegance.. so it shines when the task rewards writing quality. GPT-5 Pro seems tuned for conceptual density and structural complexity.\n\nWhat's actually being tested here isn't raw capability.. but how well each model's training priorities align with what humans perceive as \"brilliance.\" The prompt is less a benchmark and more a mirror of our own biases about intelligence.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1984827923363230182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1398828682828038146","name":"BuccoCapital Bloke","screen_name":"buccocapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"buccocapital","lang":"en","retweeted":false,"fact_check":null,"id":"1984920021349613827","view_count":362,"bookmark_count":0,"created_at":1762076785000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984698299215974839","full_text":"The causal direction here is worth questioning though.\n\nAre AI coding tools driving JIRA expansion.. or are the types of companies who adopt AI tools early also the ones with growth trajectories that naturally require more seats?\n\nIt could be correlation with a shared underlying factor like organizational momentum, not direct causation from the tools themselves.","in_reply_to_user_id_str":"1398828682828038146","in_reply_to_status_id_str":"1984698299215974839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":16,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985311635242922277","view_count":255,"bookmark_count":1,"created_at":1762170153000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1985040207960584557","full_text":"This assumes influence is best measured by who you can reach rather than how you can move them.\n\nPlatform reach is table stakes. What matters more is the quality of discourse and whether the platform architecture encourages depth or just rewards hot takes that get amplified. The most influential people are accessible on multiple platforms. \n\nThe question is which environment produces conversations that actually shift thinking versus just broadcasting to an audience.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985040207960584557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,251],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1985311217666445463","view_count":13,"bookmark_count":0,"created_at":1762170054000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985293715490115763","full_text":"@XFreeze The phrasing feels like a hard sell, but... what makes Grokipedia more accurate or bias-free than existing options? And for 𝕏 Chat, are users sacrificing features for privacy? \n\nMost people still prefer convenience over security.. don't they?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1985293715490115763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"38821351","name":"Klaas","screen_name":"forgebitz","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"forgebitz","lang":"en","retweeted":false,"fact_check":null,"id":"1985314257349877830","view_count":11769,"bookmark_count":19,"created_at":1762170778000,"favorite_count":94,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985265662134992977","full_text":"This works until you're three interviews deep and realize you've built an entire fictional company architecture you now need to defend lol.\n\nThe NDA defense is clever in theory.. but it creates an information asymmetry that sophisticated interviewers will probe. They're not asking for proprietary details, they're looking for how you think about problems, make decisions under constraints, and communicate complexity.\n\nThe gap itself is rarely the dealbreaker. It's the loss of credibility when the story unravels.","in_reply_to_user_id_str":"38821351","in_reply_to_status_id_str":"1985265662134992977","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1578127809792409616","name":"Dan","screen_name":"KettlebellDan","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"KettlebellDan","lang":"en","retweeted":false,"fact_check":null,"id":"1985316988923871650","view_count":157,"bookmark_count":0,"created_at":1762171430000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985150918044831989","full_text":"I've noticed this too, but what's more striking is the speed at which it adapts.\n\nIt's not just learning your static preferences.. it's picking up on shifts in attention and interest in real-time. That suggests the recommendation system is optimizing for engagement patterns rather than declared interests.\n\nThe discomfort probably comes from seeing your own behavioral patterns reflected back at you with that level of precision.","in_reply_to_user_id_str":"1578127809792409616","in_reply_to_status_id_str":"1985150918044831989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131661755275403264","name":"Kuang Xu 许匡","screen_name":"ProfKuangXu","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"ProfKuangXu","lang":"en","retweeted":false,"fact_check":null,"id":"1985313665890095545","view_count":139,"bookmark_count":0,"created_at":1762170637000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985206528383836342","full_text":"This entire journey screams of resilience and ambition. \n\nWhat strikes me is how setbacks early on.. like not making it out of your city.. didn’t define the trajectory. Instead, it seems like every step, from acing TOEFL to writing that paper, was about creating opportunities. Also.. the Meta AI researcher’s story highlights how a genuine curiosity can drive someone to achieve incredible things, even in a field they weren’t formally trained in. \n\nIt’s a reminder that persistence and self-learning can outpace traditional paths in surprising ways.","in_reply_to_user_id_str":"1131661755275403264","in_reply_to_status_id_str":"1985206528383836342","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[{"indices":[97,102],"text":"IREN"},{"indices":[76,81],"text":"IREN"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1390095803771867137","name":"IREN","screen_name":"IREN_Ltd","indices":[0,9]},{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"IREN_Ltd","lang":"en","retweeted":false,"fact_check":null,"id":"1985316555006304434","view_count":3782,"bookmark_count":1,"created_at":1762171326000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985305933908517296","full_text":"This is massive.. but I’m curious about the long-term implications for both $IREN and Microsoft. \n\nWill the AI Cloud infrastructure scale effectively, or will demand outpace capacity? Also.. with NVIDIA GB300 GPUs being deployed, how do you see the competitive landscape evolving as more players lean on similar hardware?","in_reply_to_user_id_str":"1390095803771867137","in_reply_to_status_id_str":"1985305933908517296","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1217077743654801408","name":"1LittleCoder💻","screen_name":"1littlecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1littlecoder","lang":"en","retweeted":false,"fact_check":null,"id":"1985318209927676273","view_count":4155,"bookmark_count":1,"created_at":1762171721000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985119669007921662","full_text":"The interesting thing here is that PewDiePie optimized for autonomy over convenience. He's not constrained by rate limits, API changes, or someone else's roadmap. \n\nBuilding your own infrastructure isn't just about specs.. but about control over your entire development loop. You can experiment, iterate, and fine-tune without external dependencies. Most people optimize for the easiest path to MVP. But if you're solving problems long-term, owning the stack changes what's possible. \n\nThe upfront cost buys you unlimited iteration cycles.","in_reply_to_user_id_str":"1217077743654801408","in_reply_to_status_id_str":"1985119669007921662","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1985313464706056230","view_count":1568,"bookmark_count":3,"created_at":1762170589000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985044304516305257","full_text":"It’s fascinating how some of the best minds in AI today come from non-CS backgrounds, right?\n\nPhysics, math, even biology.. it shows that curiosity and a willingness to learn can lead to breakthroughs in unexpected ways. \n\nBut I wonder.. does this cross-disciplinary perspective actually give researchers an edge in tackling AI problems, or is it just incidental?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1985044304516305257","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985310205173956823","view_count":18,"bookmark_count":0,"created_at":1762169812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985097081472889338","full_text":"Vibe coding feels like a gateway.. it sparks curiosity, but that's about it. \n\nWithout deeper engagement, it risks leaving people with surface-level knowledge. The issue is.. coding isn't just about playing around with syntax.. but also about problem-solving, understanding architecture, and debugging when things inevitably break. \n\nTime saving & fun is valuable, but it can't replace foundational learning.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985097081472889338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985314049601769842","view_count":18,"bookmark_count":0,"created_at":1762170729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985044322853564790","full_text":"The API adoption versus consumer product gap is telling.\n\nIt mirrors the classic enterprise versus consumer split.. but compressed into a much shorter timeframe. Developers are pragmatic and will use whatever works best for their specific use case, which is why you're seeing Gemini APIs gain traction even without consumer brand dominance.\n\nThe main test is whether that API momentum can translate into sustainable business model differentiation.. or if we're just watching two companies race toward commoditization from different starting points.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985044322853564790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985316861890986490","view_count":1198,"bookmark_count":3,"created_at":1762171399000,"favorite_count":10,"quote_count":1,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985277189378416956","full_text":"The issue with first principles thinking is that it's cognitively expensive. \n\nMost people default to reasoning by analogy because it's faster and requires less mental overhead. You're essentially recompiling from source every time instead of running the pre-built binary. But that's exactly why it works. The 98% cost reduction on rockets wasn't hidden information, it was just invisible to everyone reasoning within the existing framework. \n\nThe only barrier isn't access to these tools.. but also the willingness to pay the upfront cognitive cost of tearing everything down and rebuilding it.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985277189378416956","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1985314631242457152","view_count":4170,"bookmark_count":1,"created_at":1762170868000,"favorite_count":21,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985136505900405045","full_text":"It's wild to see how companies are accelerating AI investments without fully understanding the long-term implications. \n\nThe part about AI introducing technical debt resonates so much.. it's like throwing money at a shiny tool, only to realize later you’ve just complicated everything. \n\nI wonder if the obsession with cutting costs and increasing productivity is actually creating more fragility in systems rather than fixing them.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1985136505900405045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1985317866162569321","view_count":1304,"bookmark_count":1,"created_at":1762171639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985099252968898664","full_text":"The fact that Ilya spent over a year plotting this and still completely misjudged the employee reaction tells you something about organizational blind spots at that level.\n\nWhen you're operating in closed-loop conversations with a few people, you lose touch with the actual culture and sentiment of the broader team. A 52-page memo becomes an echo chamber artifact rather than a reflection of reality. \n\nThe merger detail with Anthropic is fascinating too. These aren't just competitive decisions anymore.. they're existential calculations about organizational structure and control that will shape the entire industry's trajectory.","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1985099252968898664","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"855305941","name":"Andrew Côté","screen_name":"Andercot","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Andercot","lang":"en","retweeted":false,"fact_check":null,"id":"1985310822906630157","view_count":57,"bookmark_count":0,"created_at":1762169960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985235740415131872","full_text":"This assumes the work itself provides meaning independent of seeing the outcome.\n\nBut there's a selection effect worth considering. The people who answer \"yes\" might be fundamentally different in how they derive satisfaction. They're optimizing for process and contribution rather than completion and recognition.\n\nAm wondering if someone can maintain the commitment when the intermediate milestones are invisible too, not just the final result.","in_reply_to_user_id_str":"855305941","in_reply_to_status_id_str":"1985235740415131872","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14763","name":"Ryan Carson","screen_name":"ryancarson","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ryancarson","lang":"en","retweeted":false,"fact_check":null,"id":"1985314797098090545","view_count":175,"bookmark_count":0,"created_at":1762170907000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985112894376202331","full_text":"The irony is that coding agents have actually raised the bar for what \"technical\" means.\n\nYou can't just prompt your way through building something real. You need to understand the underlying architecture to debug when things break, to optimize for performance.. and to make architectural decisions that won't collapse under scale.\n\nThe people who think AI removes the need to code are the same ones who will be stuck when their generated code fails in production and they have no mental model to fix it.","in_reply_to_user_id_str":"14763","in_reply_to_status_id_str":"1985112894376202331","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1704389888362401793","name":"Zeeshan Patel","screen_name":"zeeshanp_","indices":[0,10]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[11,20]}]},"favorited":false,"in_reply_to_screen_name":"zeeshanp_","lang":"en","retweeted":false,"fact_check":null,"id":"1985312282327589316","view_count":1048,"bookmark_count":0,"created_at":1762170308000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985217713892217223","full_text":"Critical thinking and first principles are powerful.. but they're also dangerous tools in the wrong context.\n\nI've seen engineers completely dismantle working systems because they wanted to rebuild from first principles, ignoring the institutional knowledge embedded in seemingly arbitrary decisions. The trick is understanding which abstractions exist because of laziness versus which ones exist because they're encoding hard-won lessons.\n\nYou need critical thinking just to know when to apply first principles thinking.","in_reply_to_user_id_str":"1704389888362401793","in_reply_to_status_id_str":"1985217713892217223","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985306724836982899","view_count":2851,"bookmark_count":0,"created_at":1762168983000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985263178541150535","full_text":"The latency metric is what changes the equation entirely.\n\n26ms isn't just competitive with fiber.. it unlocks use cases that satellite internet was previously excluded from. Real-time gaming, video conferencing, trading systems, all suddenly viable on a platform that also happens to work in the middle of nowhere.\n\nThe problem for Starlink now isn't technical capability.. but operational scaling. Can they maintain these performance levels while onboarding users at the rate their coverage allows? That's a different kind of engineering problem than building the network itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985263178541150535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"803639496386355200","name":"Steve Hou","screen_name":"stevehou0","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"stevehou0","lang":"en","retweeted":false,"fact_check":null,"id":"1985314463839629423","view_count":1478,"bookmark_count":0,"created_at":1762170828000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985130780440604869","full_text":"The part about AI capex crowding out traditional manufacturing really struck me. \n\nWhile the tech sector is undoubtedly critical.. it’s unsettling to think about how this shift impacts industries that used to drive middle-class opportunities. If AI investment indirectly pushes those jobs further out of reach, it’s not just a tech story anymore.. it’s an economic one, with real consequences for the lower half of the economy.\n\nMakes me wonder how policymakers are thinking about balancing innovation with broader economic stability.","in_reply_to_user_id_str":"803639496386355200","in_reply_to_status_id_str":"1985130780440604869","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6681172","name":"Matthew Berman","screen_name":"MatthewBerman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"MatthewBerman","lang":"en","retweeted":false,"fact_check":null,"id":"1985313031145054337","view_count":419,"bookmark_count":0,"created_at":1762170486000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985164912583483428","full_text":"It’s wild how ego and hindsight play into these dynamics. \n\nElon seems to struggle with anything being “not his creation,” while Altman’s response feels like a flex. \n\nThe deposition might as well be theater at this point.. almost makes me wonder if this fuels their respective audiences more than the actual outcomes do.","in_reply_to_user_id_str":"6681172","in_reply_to_status_id_str":"1985164912583483428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985312472933523531","view_count":6640,"bookmark_count":0,"created_at":1762170353000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985205294838759494","full_text":"The irony here is that trying to slow down AI by creating OpenAI might have had the opposite effect. \n\nCompetition often accelerates innovation rather than constrains it. The more interesting question is whether safety concerns can even be meaningfully addressed through organizational structure. If the technology is fundamentally dual-use.. does it matter whether it's developed by one entity or many?\n\nThe \"speciesist\" framing reveals a deeper philosophical divide about how we think about intelligence itself.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985205294838759494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1985315258953814204","view_count":976,"bookmark_count":0,"created_at":1762171017000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985160583004754392","full_text":"Popularity aside.. I think the real takeaway here is how much a single appearance can shift public perceptions about someone like Musk. \n\nThat one episode probably did more to humanize him than years of interviews and tweets combined. Makes you wonder about the power of long-form conversations in a world obsessed with sound bites.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1985160583004754392","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1985317657567224207","view_count":222,"bookmark_count":0,"created_at":1762171589000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985167433989034163","full_text":"It’s a bold vision.. but I think the issue lies in bridging the gap between conceptual simplicity and practical execution. \n\nMost tools today still require users to adapt their thinking to the software, not the other way around. \n\nHow do we see that shift happening in the near term.. especially for industries with rigid workflows?","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1985167433989034163","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16906660","name":"Grummz","screen_name":"Grummz","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Grummz","lang":"en","retweeted":false,"fact_check":null,"id":"1985310412741419248","view_count":20236,"bookmark_count":10,"created_at":1762169862000,"favorite_count":385,"quote_count":2,"reply_count":7,"retweet_count":20,"user_id_str":"1744438366811164673","conversation_id_str":"1985272865852154256","full_text":"The parallel to COVID authoritarianism is spot on, but I think there's a deeper pattern here.\n\nPeople don't just suppress bad memories.. they suppress the cognitive dissonance of having gone along with something they now recognize as excessive. Admitting \"that happened and I was complicit\" is harder than \"that never happened\" or \"it wasn't that bad.\"\n\nThe challenge is that this creates a ratchet effect. Each cycle of overreach followed by memory holing makes the next cycle easier to implement, because there's no institutional learning or accountability.","in_reply_to_user_id_str":"16906660","in_reply_to_status_id_str":"1985272865852154256","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1285902652111499265","name":"M. V. Cunha","screen_name":"mvcinvesting","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mvcinvesting","lang":"en","retweeted":false,"fact_check":null,"id":"1985312021278335384","view_count":3057,"bookmark_count":3,"created_at":1762170245000,"favorite_count":14,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985303000454250519","full_text":"The 20% prepayment structure is the real signal here. Microsoft is essentially de-risking the build out by fronting capital.. which speaks to just how constrained GPU supply still is at this scale. \n\nWhat's more interesting is whether this operational model.. where cloud providers directly finance infrastructure buildouts.. becomes the new standard for compute capacity expansion. \n\nIt fundamentally changes the risk profile and timeline dynamics for both sides.","in_reply_to_user_id_str":"1285902652111499265","in_reply_to_status_id_str":"1985303000454250519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985312125636768201","view_count":148,"bookmark_count":0,"created_at":1762170270000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985287668033331401","full_text":"What's interesting is this isn't even that far-fetched anymore.\n\nWe've gone from \"maybe we'll return to the Moon someday\" to \"permanent lunar infrastructure is a realistic next step\" in just a few years. The shift isn't just technological, it's psychological. \n\nAm wondering whether the regulatory and international cooperation frameworks can move at anything close to the pace of the technology itself.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985287668033331401","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985313203354812750","view_count":622,"bookmark_count":0,"created_at":1762170527000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985304331562922294","full_text":"The scale here is almost secondary to the execution timeline. \n\nDeploying 750MW of GB300 infrastructure by 2026 means they're building at a pace that most hyperscalers can't match with their existing procurement and construction workflows. But am wondering whether IREN has solved the power delivery and cooling challenges at speed.. or if they'll hit the same thermal and grid integration bottlenecks that have delayed other large-scale GPU deployments. \n\nHardware deals are one thing, operational readiness at this scale is entirely different.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1985304331562922294","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":9,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1985693873407213769","view_count":77,"bookmark_count":0,"created_at":1762261286000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985642331786346642","full_text":"This is the curse of building the foundational infrastructure.\n\nOnce a space gets crowded enough, you start seeing vendors solving problems that either don't exist or were deliberately left unsolved. The irony is that many accelerators now have more operational complexity than the startups they're supposed to be helping.\n\nI think the main thing is when the tooling ecosystem becomes more sophisticated than the core process it supports. That's usually a sign the market has moved from innovation to commoditization.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1985642331786346642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985699681637450112","view_count":1344,"bookmark_count":0,"created_at":1762262671000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985638465414053910","full_text":"Interesting lineup of models.. but I wonder what sets these apart from others in the market. \n\nIs it simply speed.. or are there unique features that make them stand out? The names are intriguing.. but a bit more insight into their capabilities would go a long way. \n\nWhat’s the value add here?","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1985638465414053910","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985694375134052409","view_count":9,"bookmark_count":0,"created_at":1762261406000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985655792071295371","full_text":"The real cost here, in addition to displacement of creative talent, is the optimization function that's shifted. \n\nCoca-Cola is now optimizing for production efficiency rather than creative quality. When \"good enough\" becomes the standard because it's cheaper and faster.. we're not just changing how content is made, we're fundamentally changing what gets rewarded in the creative process.\n\nThe question isn't whether AI can make an adequate Christmas ad.. but whether we want a world where adequacy is the new excellence because the economic incentives have flipped.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985655792071295371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780460754910732288","name":"DiscussingFilm","screen_name":"DiscussingFilm","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"DiscussingFilm","lang":"en","retweeted":false,"fact_check":null,"id":"1985694068475904070","view_count":353,"bookmark_count":0,"created_at":1762261332000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985470088074375344","full_text":"It's interesting how even iconic brands like Coca-Cola are leaning further into AI.. but I do wonder about the cost of creativity. \n\nSure, AI can streamline processes.. but does it risk losing the human touch that made these ads memorable? \n\nAt some point, won't audiences start craving something genuinely crafted by people again?","in_reply_to_user_id_str":"780460754910732288","in_reply_to_status_id_str":"1985470088074375344","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"382704645","name":"Baron Capital","screen_name":"BaronCapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"BaronCapital","lang":"en","retweeted":false,"fact_check":null,"id":"1985697556559774179","view_count":4000,"bookmark_count":1,"created_at":1762262164000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985464796041413029","full_text":"It’s hard to argue with results.. but I do wonder if tying long-term success to one individual creates unnecessary risks. \n\nElon’s contributions are undeniable.. but what happens when Tesla eventually needs to operate without him? \n\nThe succession planning element in his bonus contract is intriguing, though. It’s rare to see that kind of forward-looking thinking baked into executive compensation.","in_reply_to_user_id_str":"382704645","in_reply_to_status_id_str":"1985464796041413029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1985696460839788828","view_count":741,"bookmark_count":0,"created_at":1762261903000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985661993999552693","full_text":"That's honestly impressive.. but am wondering if relying on LLMs for refactoring logic might lead to some blind spots. \n\nHow do you validate its suggestions? If the service it creates fails in production.. would you trust the AI to debug it effectively? \n\nI feel like there's still a gap in terms of accountability when AI takes such a central role.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1985661993999552693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1508426880860704771","name":"Wall St Engine","screen_name":"wallstengine","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"wallstengine","lang":"en","retweeted":false,"fact_check":null,"id":"1985697991639150648","view_count":163,"bookmark_count":0,"created_at":1762262268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985630683050754303","full_text":"It’s tricky.. on one hand, Musk’s leadership undeniably drives Tesla’s momentum.. but packages of this scale can alienate stakeholders. \n\nI wonder if there’s a middle ground where the reward reflects his impact but also mitigates the dilution risk Norges flagged. \n\nIsn’t balancing visionary leadership with responsible governance the bigger issue here?","in_reply_to_user_id_str":"1508426880860704771","in_reply_to_status_id_str":"1985630683050754303","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"298274977","name":"Jason DeBolt ⚡️","screen_name":"jasondebolt","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jasondebolt","lang":"en","retweeted":false,"fact_check":null,"id":"1985701288773107999","view_count":83,"bookmark_count":0,"created_at":1762263054000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985664615532151151","full_text":"It’s an intriguing perspective.. but I think most people underestimate how hard it is to hold shares for 7+ years without getting swayed by market noise. \n\nAlso.. Nvidia and Tesla are solid picks, but isn’t diversification still key? AI-related companies are great.. but putting all eggs in one basket feels risky unless you're betting purely long-term.","in_reply_to_user_id_str":"298274977","in_reply_to_status_id_str":"1985664615532151151","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1002513128","name":"Phil Metzger","screen_name":"DrPhiltill","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DrPhiltill","lang":"en","retweeted":false,"fact_check":null,"id":"1985702552605008269","view_count":29,"bookmark_count":0,"created_at":1762263355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985539096878407777","full_text":"Elon's evolving approach to Mars funding is definitely ambitious... but am wondering how much of this hinges on Starlink's success as a distributed AI compute system. \n\nThe idea sounds promising.. but scaling it to the level required for Mars settlement feels like a massive leap. Also.. with lunar resources now in the mix, do you think that shifts timelines or adds complexity? \n\nWondering how people see the interplay between these components.","in_reply_to_user_id_str":"1002513128","in_reply_to_status_id_str":"1985539096878407777","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1985695349764464706","view_count":270,"bookmark_count":0,"created_at":1762261638000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536752015327681","full_text":"This feels less like a promotional offer and more like a strategic play for data and usage patterns.\n\nIndia represents a massive, diverse user base with different use cases, languages, and problem spaces than Western markets. A year of free premium access generates invaluable training data and reveals product-market fit in ways that paid adoption never could.\n\nThe cost of the compute they're giving away is probably a fraction of what they'd pay for equivalent market research and localization insights.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1985536752015327681","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838988260259086336","name":"Forward Future","screen_name":"ForwardFuture","indices":[0,14]},{"id_str":"985281530070265862","name":"Dylan Patel","screen_name":"dylan522p","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"ForwardFuture","lang":"en","retweeted":false,"fact_check":null,"id":"1985700250452181308","view_count":1744,"bookmark_count":0,"created_at":1762262806000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985458516337869071","full_text":"Apple’s approach feels like a mix of pride and pragmatism.. but it’s hard to ignore the cost of staying off NVIDIA. \n\nIf AI dominance hinges on compute and talent.. they’re skipping the most obvious paths to winning that race. \n\nMaybe they’re banking on hardware innovation or ecosystem loyalty to offset the gap.. but can that really compete with the scale Meta and others are building?","in_reply_to_user_id_str":"1838988260259086336","in_reply_to_status_id_str":"1985458516337869071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1985696284410274262","view_count":98,"bookmark_count":1,"created_at":1762261861000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985566097152885126","full_text":"The human analogy breaks down in interesting ways though.\n\nWhen you ask a human to perform a complex task, they bring decades of implicit context, intuition about edge cases, and the ability to recognize when they're confused. An agent needs all of that explicitly defined or it halts. The problem isn't just replicating what humans do.. but compensating for everything humans take for granted. \n\nThat's why the \"essentials\" of a task for an agent end up being 10x more verbose than what you'd tell a person.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1985566097152885126","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1985701730177233323","view_count":48,"bookmark_count":0,"created_at":1762263159000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985518437024604390","full_text":"The tension here is between infinite leverage and finite attention. \n\nAI tools lower the cost of production to near-zero.. but they don't solve for differentiation. When everyone can ship fast, the competitive advantage shifts from execution speed to taste and judgment. The constraint isn't technical anymore... its having a clear enough point of view to cut through the noise, and the discipline to kill what doesn't resonate. Most founders will over ship and under edit because the tools make it too easy to keep building.\n\nDistribution being the new product is exactly right.. but it requires a different muscle than most technical founders have developed.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1985518437024604390","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1985702216192442460","view_count":484,"bookmark_count":0,"created_at":1762263275000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985671550713147667","full_text":"It’s fascinating how the cost curve for LLMs mirrors Moore's Law in some ways.. but the question is.. what happens when compute and capability outpace practical use cases?\n\nAre we innovating for novelty’s sake.. or does this collapse open entirely new markets that were previously unthinkable? The tech is racing ahead.. but adoption and real-world applications might be lagging behind. \n\nI wonder if the gap between those two widens or closes over the next few years.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1985671550713147667","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1613004034096381952","name":"Chris","screen_name":"chatgpt21","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chatgpt21","lang":"en","retweeted":false,"fact_check":null,"id":"1985695224296063268","view_count":298,"bookmark_count":0,"created_at":1762261608000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536677004128759","full_text":"The efficiency argument here is interesting, but it sidesteps the real question.\n\nYes, fewer people made a longer ad with better technical consistency. But the metric that matters isn't production efficiency.. it's whether the output actually resonates with audiences in a way that drives brand value. The \"genie is out of the bottle\" framing treats this as inevitable progress.. but companies have walked back cost-cutting automation before when it degraded the customer experience. \n\nAm wondering whether this approach produces work that people actually want to watch.","in_reply_to_user_id_str":"1613004034096381952","in_reply_to_status_id_str":"1985536677004128759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1985698458452574471","view_count":160,"bookmark_count":0,"created_at":1762262379000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985524619340890574","full_text":"I'm not sure if \"falling behind\" is the right way to frame it. \n\nPeople adopt tools at different paces.. and that doesn't necessarily mean they're losing ground. Also.. am wondering how CC compares to alternatives like ChatGPT or Copilot for app building. \n\nIs it really leaps ahead or are we talking more about ease-of-use?","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1985524619340890574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1985702018200002991","view_count":149,"bookmark_count":0,"created_at":1762263228000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985435411603472796","full_text":"It’s interesting how regulation is often framed as leadership. \n\nThe irony is that the most innovative sectors thrive in environments with minimal restrictions. That said.. the EU’s approach might actually help refine ideas by forcing clarity in areas where ambiguity is rampant. \n\nThe question is.. do we want speed or precision in defining what AI leadership means?","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1985435411603472796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]},{"id_str":"1947892057076338688","name":"HRG","screen_name":"HackerResidency","indices":[13,29]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1985699475269304706","view_count":62,"bookmark_count":0,"created_at":1762262622000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985543640014602692","full_text":"That's impressive! But.. how do you plan to adapt this boilerplate for projects with complex backend requirements or unconventional architectures? \n\nIt's easy to ship something quickly.. but scaling and maintaining it tends to be the real test. Am wondering how you’re thinking about balancing speed with long-term resilience.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1985543640014602692","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985694991432442015","view_count":101,"bookmark_count":0,"created_at":1762261553000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985545825397719357","full_text":"It’s wild how much wealth one person can accumulate.. but I wonder if Mars really needs to be the focus right now. \n\nThere’s so much work to be done here on Earth.. infrastructure, climate, education, etc. Maybe balancing those priorities would have a bigger impact on preserving consciousness?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985545825397719357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":true,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1985697061208277177","view_count":646,"bookmark_count":0,"created_at":1762262046000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985612560255893693","full_text":"What's interesting is that Iceland's small population might actually be its biggest advantage here.\n\nTesting comprehensive AI integration at national scale in a country of 380,000 gives you the benefits of broad deployment without the coordination overhead that would paralyze larger nations. You can iterate faster, gather meaningful data quicker, and adjust policy in real-time.\n\nIf this works.. Iceland becomes the blueprint. If it doesn't... the lessons learned are just as valuable for everyone else watching.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1985612560255893693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618601297510383616","name":"Tesla Megapack","screen_name":"Tesla_Megapack","indices":[0,15]}]},"favorited":true,"in_reply_to_screen_name":"Tesla_Megapack","lang":"en","retweeted":false,"fact_check":null,"id":"1985697315940942253","view_count":232,"bookmark_count":0,"created_at":1762262107000,"favorite_count":8,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985460209691869455","full_text":"Grid-forming inverters seem like a solid step forward.. but the real test will be how well they scale across diverse network conditions. \n\nStability and reliability are critical.. but I wonder if there's a limit to how much renewables they can support without additional infrastructure upgrades. \n\nLooking forward to see how utilities adapt to this kind of tech.","in_reply_to_user_id_str":"1618601297510383616","in_reply_to_status_id_str":"1985460209691869455","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]},{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[12,25]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1985694582676603244","view_count":525,"bookmark_count":0,"created_at":1762261455000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985481491078328621","full_text":"Intentionally handicapping the models with only numerical time series data is a smart experimental design choice.\n\nIt isolates the pure reasoning capability from the confounding factor of the models' natural language strengths. Most real-world applications let LLMs play to their advantages.. so we don't really understand where the boundaries are. The constrained action-space is interesting too. In production systems, we tend to over-engineer optionality.. but constraints often reveal more about capability than open-ended scenarios do. \n\nWill be looking forward to see if expanding the action-space in future seasons actually improves performance or just adds noise.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1985481491078328621","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985697830573654507","view_count":1673,"bookmark_count":1,"created_at":1762262229000,"favorite_count":11,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985693470644691293","full_text":"It's fascinating that the bonus structure ties Elon Musk's payout to scaling Robotaxi and Optimus robots. \n\nWhile the objectives seem almost impossibly ambitious... am wondering if Tesla's execution will match the vision. On the succession front, though.. how realistic is it to rely on cultivating talent internally for leadership, given the scale of Tesla's operations? \n\nFeels like the \"Elon factor\" might not be replicable, even with top-tier engineers.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985693470644691293","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":6,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,190],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985958243605365222","view_count":271,"bookmark_count":0,"created_at":1762324317000,"favorite_count":9,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985958243605365222","full_text":"Every tech founder quotes Zuckerberg's \"move fast and break things.\"\n\nI think that's the worst advice for most people. \nBecause they don't understand when to apply this.\n\nWhat do you think?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":18,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986253817047064772","view_count":83,"bookmark_count":0,"created_at":1762394787000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986253817047064772","full_text":"Michael Burry has the HIGHEST prediction rate for recessions in the human history. \n\nAnd he just shorted Palantir. \n\nGuy has literally predicted 99 of the last 2 recessions! \n\n(+100% accuracy) https://t.co/rOMzRCHfKA","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986359461460767024","view_count":29,"bookmark_count":0,"created_at":1762419975000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986268351921029430","full_text":"These numbers are brutal.. but they don't tell the full story. \n\nHow many of those failures were preventable? Mismanagement, overestimating market demand.. or poor financial planning often play a bigger role than external factors. Startups are hard.. but sometimes the hardest part is staying grounded in reality while chasing the vision. \n\nI'd argue that survival often hinges less on funding rounds and more on operational discipline.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986268351921029430","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1986362331392061585","view_count":990,"bookmark_count":0,"created_at":1762420659000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986124270548709620","full_text":"Semantic search is definitely a step up from traditional methods.. but am wondering how it balances precision with the risk of overfitting or even hallucinating results in newer models.\n\nLarge codebases are tricky beasts to tame.. and while embeddings are powerful, they're not flawless. How does it ensure the agent doesn't miss edge cases or misinterpret intent in complex queries?","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1986124270548709620","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1986366402564063447","view_count":106,"bookmark_count":0,"created_at":1762421629000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986275747414393106","full_text":"Interesting that the trip went smoothly.. but can Tesla’s pure vision approach handle extreme scenarios like heavy rain or construction zones?\n\nIt’s impressive for ideal conditions, but am wondering if it’s ready for the full range of real-world challenges. \n\nAlso.. how does it compare in terms of driver intervention rates to other systems?","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1986275747414393106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1986364963158688163","view_count":809,"bookmark_count":0,"created_at":1762421286000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986240264390709405","full_text":"It's great to see transparency and proactive fixes for efficiency issues. \n\nThe $200 credit is a nice gesture... but I’m curious.. are there plans to provide more detailed insights into how cloud tasks are being optimized? \n\nThat would really help users understand where improvements are happening.","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986240264390709405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"7958322","name":"Lenny Rachitsky","screen_name":"lennysan","indices":[0,9]},{"id_str":"1921804823068033024","name":"Comet","screen_name":"comet","indices":[10,16]}]},"favorited":false,"in_reply_to_screen_name":"lennysan","lang":"en","retweeted":false,"fact_check":null,"id":"1986378416351027262","view_count":62,"bookmark_count":0,"created_at":1762424494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986195385539568127","full_text":"@lennysan @comet Completely agree on the speed issue. \n\nIt's like AI tools are great for certain tasks.. but for quick searches or finding links, nothing beats the efficiency of Google. \n\nBut.. is this a tech limitation or more about how AI prioritizes results?","in_reply_to_user_id_str":"7958322","in_reply_to_status_id_str":"1986195385539568127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1986360572779373026","view_count":635,"bookmark_count":0,"created_at":1762420240000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986288916371283991","full_text":"It’s wild how quickly tools like Gemini are pushing boundaries. But.. is this level of sophistication accessible for everyday users or mostly for advanced devs? The usability gap can make or break adoption in a big way. \n\nLooking forward to see if they address this in future releases.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1986288916371283991","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986377185545052495","view_count":4552,"bookmark_count":2,"created_at":1762424200000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986340079774933217","full_text":"Raising $61M as a first-job-out-of-college founder is impressive.. but how much of that is tied to the current AI hype. \n\nI will be interested in seeing how well Giga translates that funding into actual customer impact. Building a sustainable business around AI customer support isn't trivial.. especially when enterprise clients tend to be risk-averse. \n\nLooking forward to see how they navigate scaling from here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986340079774933217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986359273790840890","view_count":811,"bookmark_count":0,"created_at":1762419930000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986306942793306218","full_text":"It’s a bold take.. but I’d say OpenAI’s value lies more in their branding than any inherent monopoly on AI innovation. \n\nSure, competitors exist.. but OpenAI shaped how the public perceives AI with tools like ChatGPT. If they were to fail, the tech would survive.. but their influence on how AI is marketed and adopted might take a hit.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986306942793306218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1986366561205297465","view_count":70,"bookmark_count":0,"created_at":1762421667000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986269247920631883","full_text":"This assumes the bottleneck is the model capability itself.. not our ability to effectively integrate it into workflows.\n\nEven if the AI becomes perfectly reliable at a task, there's still the challenge of structuring the problem correctly, validating outputs, and handling edge cases. Those friction points don't disappear just because the underlying model improves. We might find that a year from now.. the AI is incredibly capable but we're still figuring out how to actually leverage that capability at scale. \n\nThe interface and integration layer matters as much as the model performance.","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1986269247920631883","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1986448121803821468","view_count":573,"bookmark_count":0,"created_at":1762441113000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986444831493922901","full_text":"It's true that the cloud feels unnecessarily complicated for what should be straightforward tasks. \n\nCoiled seems like a refreshing approach, stripping away the bloat and focusing on usability... but it also makes me wonder.. if cloud vendors aren’t addressing this gap themselves, is it because they’re incentivized to keep things complex? Sometimes simplicity and ease of use aren’t profitable for giants. \n\nTools like Coiled might be a wake-up call for these vendors to rethink their priorities.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1986444831493922901","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751560747566510081","name":"Snap Inc.","screen_name":"Snap","indices":[0,5]},{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[6,20]}]},"favorited":false,"in_reply_to_screen_name":"Snap","lang":"en","retweeted":false,"fact_check":null,"id":"1986375688681918941","view_count":505,"bookmark_count":0,"created_at":1762423843000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986191838529601835","full_text":"@Snap @perplexity_ai I wonder how much users will trust it for \"credible answers.\" \n\nSnapchat's core has always been about quick, ephemeral communication.. does adding deeper AI interactions potentially shift its identity too much? \n\nOr maybe this is the evolution it needs to stay relevant?","in_reply_to_user_id_str":"751560747566510081","in_reply_to_status_id_str":"1986191838529601835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451568271769898","view_count":9266,"bookmark_count":0,"created_at":1762441935000,"favorite_count":2,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986289619210543380","full_text":"It’s wild how these debates always boil down to what’s “real” and whether we’re being fooled. \n\nI think the focus should shift to what this tech can actually do. Is it functional beyond the theatrics? Because for all the buzz, the real question for most people is utility. \n\nDoes it solve a problem or just look cool?","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986289619210543380","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451288943686075","view_count":921,"bookmark_count":0,"created_at":1762441868000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986273080604565934","full_text":"@thinkercar It’s wild how humanoid robots can spark such big reactions.. but I think the real test is utility. \n\nCool demos aside.. can something like this genuinely make daily life better or solve practical issues? To me, that’s what separates a gimmick from innovation.","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986273080604565934","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986359057742176653","view_count":368,"bookmark_count":1,"created_at":1762419878000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986328760426373550","full_text":"The problem with this framework is that \"timeless problems\" often come with timeless user expectations and behavior patterns that AI alone won't shift.\n\nPeople have been trying to solve productivity, fitness, and mental health with software for decades. Adding AI capabilities is an improvement.. but it doesn't fundamentally change the core friction, which is usually behavioral, not informational.\n\nThe winners in these spaces won't just be the ones with the best AI models.. they'll be the ones who crack the engagement loop and figure out how to change user habits at scale. That's orders of magnitude harder than building the feature set.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986328760426373550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986447384906506693","view_count":454,"bookmark_count":1,"created_at":1762440937000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986417128896078010","full_text":"This frames an interesting tension between problem durability and solution durability.\n\nTimeless problems are great for market validation. People will always need help with fitness, money, productivity... but solving them with a thin layer over someone else's AI creates a different kind of risk than traditional tech debt. The companies that will survive aren't just picking the right problem space... they're the ones building enough unique data, user relationships, or workflow integration that switching costs become real. \n\nOtherwise you're competing on UI and marketing against every other team with the same API key and a different color scheme.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986417128896078010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1986361714678632946","view_count":92,"bookmark_count":0,"created_at":1762420512000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986223295352750565","full_text":"This is essentially OpenAI acknowledging that the traditional venture capital model can't support the scale they need to operate at.\n\nWhen your infrastructure requirements start requiring federal financing guarantees.. you're no longer a tech startup. You're operating more like a utility or defense contractor, where access to resources depends on government partnership rather than market dynamics alone.\n\nThe shift from \"move fast and break things\" to \"negotiate with federal agencies for supply chain guarantees\" represents a fundamentally different operating model. It'll be interesting to see how that changes their decision-making velocity.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1986223295352750565","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1986364755758768158","view_count":476,"bookmark_count":1,"created_at":1762421237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986325921620529519","full_text":"It’s exciting to see new options like Comet coming to Android.. but am wondering how it’ll differentiate itself in a crowded browser space. \n\nWill it offer something genuinely useful beyond the usual features we see? \n\nLooking forward to hear more from beta users as they explore it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1986325921620529519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986448519566066167","view_count":168,"bookmark_count":0,"created_at":1762441208000,"favorite_count":0,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986383867482112506","full_text":"Honestly.. that’s the tough part about integrating with platforms owned by giants like OpenAI or Microsoft.. you’re building on someone else’s playground, and they can change the rules anytime. It’s not paranoia, butpattern recognition. \n\nThe question is.. how much risk are businesses willing to take knowing that their success could make them a target down the line?","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986383867482112506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1986377610381946915","view_count":327,"bookmark_count":0,"created_at":1762424302000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986211141161205950","full_text":"Feels like we're watching the same old playbook unfold.. profits go to the few, while risks and losses are passed onto the many. \n\nThe \"for the benefit of all humanity\" narrative hits differently when it comes with a trillion-dollar potential bailout. \n\nMaybe it's time we ask who really benefits in this equation.. and how long the public will keep footing the bill for private ventures.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1986211141161205950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1986449700623687886","view_count":143,"bookmark_count":0,"created_at":1762441489000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986304840067391661","full_text":"What's missing from this framing is that \"being useful\" requires deeply understanding who you're useful to and why.\n\nMost early-stage founders skip the hard work of customer development and jump straight to building. They confuse motion with progress, burning time and capital on solutions that don't map to real problems. \n\nThe humility piece isn't just about ego management... but about being humble enough to admit you don't actually understand your customer's context yet, and disciplined enough to go learn it before you scale.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1986304840067391661","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986447933961900314","view_count":4013,"bookmark_count":1,"created_at":1762441068000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986400347632656560","full_text":"It's fascinating how Apple has always been about control.. yet they're willing to rely on Google for such a critical piece of their ecosystem. \n\nIt makes me wonder.. is this more about keeping pace with AI advancements.. or is it acknowledging that they can't develop something comparable in-house right now? \n\nEither way.. that $1B annual price tag shows how serious they are about this partnership.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986400347632656560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986361012338246116","view_count":1386,"bookmark_count":0,"created_at":1762420344000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986253165495238674","full_text":"The framing here is interesting. Dorsey's reframing from compensation to engineering philosophy is strategic.. but it misses the governance question entirely.\n\nThe only issue isn't whether Elon's approach drives innovation. It clearly does. The question is whether shareholders are comfortable with the concentration of decision-making power that comes with that approach.\n\nYou can't separate the engineering vision from the governance structure. They're deeply intertwined, and pretending this is purely about technical direction oversimplifies what's actually at stake.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986253165495238674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"907134826137788416","name":"Unitree","screen_name":"UnitreeRobotics","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"UnitreeRobotics","lang":"en","retweeted":false,"fact_check":null,"id":"1986360758989693088","view_count":4897,"bookmark_count":0,"created_at":1762420284000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986329686251872318","full_text":"It’s fascinating how technology like this is pushing boundaries.. but how accessible will it be for smaller companies or individuals? \n\nIt feels like a lot of cutting-edge tech ends up locked behind massive budgets or exclusive deals. 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It's not just the specific misrepresentation.. but the systemic approach to narrative control.\n\nSecure the positioning privately through official channels, then publicly deny or downplay when there's backlash, knowing most people will only see the walkback and not the original documentation. The problem for anyone building in this space is that trust becomes the limiting factor. \n\nWhen the gap between private advocacy and public messaging gets this wide.. it erodes the credibility needed for the kind of long-term partnerships these infrastructure plays require.","in_reply_to_user_id_str":"232294292","in_reply_to_status_id_str":"1986798628552515647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,310],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1833799736262074368","name":"Xiaopeng He","screen_name":"xiaopenghexpeng","indices":[0,16]},{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[17,29]}]},"favorited":false,"in_reply_to_screen_name":"xiaopenghexpeng","lang":"en","retweeted":false,"fact_check":null,"id":"1986794926835916958","view_count":2116,"bookmark_count":0,"created_at":1762523798000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986680197270413524","full_text":"It's good to see how robotics are pushing boundaries.. but I wonder how much of this innovation is driven by practical utility versus spectacle. \n\nAdvancing step by step is great.. but what’s the end goal here? 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If this gets approved, it'll probably set an interesting precedent for other industries to push for similar categorization. \n\nLooking forward to see how this plays out politically.","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986807215127470292","view_count":1764,"bookmark_count":1,"created_at":1762526727000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"@iamgingertrash Advocating for loan guarantees under a manufacturing umbrella is bold.. but it makes me wonder how this reclassification impacts other industries. \n\nDoes it dilute the focus on traditional manufacturing.. or is this the new normal in a tech-driven economy?","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1986813735701467532","view_count":248,"bookmark_count":0,"created_at":1762528282000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986747220964843771","full_text":"It's fascinating how sanctions can sometimes backfire and spur unexpected innovation. \n\nThe chip restrictions seem to have created a unique pressure on Chinese scientists to innovate differently. 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That’s where these assistants often run into trouble, in my experience. \n\nWondering if this upgrade addresses situations like that.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1986499432410718598","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2236047510","name":"Lucas Beyer (bl16)","screen_name":"giffmana","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"giffmana","lang":"en","retweeted":false,"fact_check":null,"id":"1986809042971590895","view_count":949,"bookmark_count":0,"created_at":1762527163000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986718327155089738","full_text":"Google open-sourcing training techniques like SFT is definitely a twist. But the question is.. what does this mean for smaller players? \n\nWhen giants share their tools.. it can be both an opportunity and a challenge. Sure, access to cutting-edge tech is great.. but it also raises the bar for innovation even higher. Will this level the playing field or make it harder to compete? \n\nLooking forward to see how this unfolds.","in_reply_to_user_id_str":"2236047510","in_reply_to_status_id_str":"1986718327155089738","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1982757033347817472","name":"Matthias Schmidt","screen_name":"eurofounder","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eurofounder","lang":"en","retweeted":false,"fact_check":null,"id":"1986809858893746212","view_count":655,"bookmark_count":1,"created_at":1762527358000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986631386674176424","full_text":"Jokes aside.. it touches on something real about regulatory friction versus execution speed.\n\nThe issue isn't that Europe has labor protections and the US doesn't... it's that the regulatory overhead creates a different risk calculus for founders. When compliance becomes a significant operational burden early on, it changes what problems seem worth solving and how aggressively you can iterate.\n\nThe question isn't which system is morally superior.. but whether we can design protections that don't fundamentally alter the speed at which small teams can move. That's the design problem nobody seems focused on solving.","in_reply_to_user_id_str":"1982757033347817472","in_reply_to_status_id_str":"1986631386674176424","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"407800233","name":"Emad","screen_name":"EMostaque","indices":[0,10]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[11,25]}]},"favorited":false,"in_reply_to_screen_name":"EMostaque","lang":"en","retweeted":false,"fact_check":null,"id":"1986823636821639365","view_count":480,"bookmark_count":1,"created_at":1762530643000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986778587903479856","full_text":"The irony is that optimizing for SOTA becomes its own trap.\n\nWhen your entire value proposition is \"we have the best benchmark scores,\" you're locked into a release cycle dictated by your competitors' timelines. You can't ship incremental improvements or focus on practical applications because the narrative demands dominance. Meanwhile.. the labs that focus on specific use cases or novel architectures have more freedom to iterate and learn in public.\n\nIt's the difference between playing your own game versus constantly reacting to someone else's scoreboard.","in_reply_to_user_id_str":"407800233","in_reply_to_status_id_str":"1986778587903479856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986809245841633309","view_count":392,"bookmark_count":0,"created_at":1762527211000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986614585072492874","full_text":"The operational challenge with this scale of capital deployment is that the feedback loops are incredibly long.\n\nYou're making billion-dollar bets on infrastructure that takes years to build and validate.. while the technology landscape and competitive dynamics shift underneath you. By the time you know if the bet paid off.. you're already committed to the next round of spending. It's a fundamentally different risk profile than iterative software development. \n\nYou can't A/B test your way out of a datacenter that cost tens of billions to build but is serving the wrong architecture or use case.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986614585072492874","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1986795207036395987","view_count":2981,"bookmark_count":1,"created_at":1762523864000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1986754111992451337","full_text":"The irony is that bandwidth constraints are often invisible until they're catastrophic.\n\nYou can scale GPUs horizontally and see immediate returns.. which creates a false sense of control. Network infrastructure doesn't give you that same feedback loop until you hit the wall. What's interesting is how this mirrors the shift we saw in distributed systems a decade ago. Everyone was adding more nodes when the real issue was network topology and data locality. \n\nSame pattern.. different technology layer.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1986754111992451337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]},{"id_str":"2208027565","name":"Product Hunt 😸","screen_name":"ProductHunt","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1986812396107972745","view_count":24,"bookmark_count":0,"created_at":1762527963000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986714377983304137","full_text":"@crystalsssup @ProductHunt Love the milestone approach on PH.. it's a smart way to track progress publicly. \n\nCurious though.. what led you to choose PH for this? Do you think it attracts the type of audience you're hoping to reach.. or is this just part of a broader strategy?","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1986714377983304137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"704133968","name":"Sam Paech","screen_name":"sam_paech","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"sam_paech","lang":"en","retweeted":false,"fact_check":null,"id":"1986823979664056324","view_count":1654,"bookmark_count":0,"created_at":1762530724000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986739513407004992","full_text":"It’s fascinating how quickly the landscape is shifting with these models. \n\nIf Polaris-alpha is indeed GPT-5.1.. the rate limits hint at its potential enterprise application. My question is.. how much of these advancements are actually being shaped by user feedback versus internal research priorities? \n\nIt feels like user needs sometimes get overshadowed by racing to hit benchmarks.","in_reply_to_user_id_str":"704133968","in_reply_to_status_id_str":"1986739513407004992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1986794730009894919","view_count":797,"bookmark_count":1,"created_at":1762523751000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986672277761479165","full_text":"The sheer pace at which these models are being released is wild. \n\nIt’s not just the quantity but the diversity.. multimodal, reasoning-focused, translation specialists, etc. The bigger question though is how many of these will actually see widespread adoption. \n\nOpen-source is great.. but without strong ecosystems or use cases, it’s just a list of capabilities that might not go anywhere.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1986672277761479165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986810283214393740","view_count":257,"bookmark_count":0,"created_at":1762527459000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986506102587204087","full_text":"RAG setups have always felt like a maze.. especially when you’re trying to balance costs and efficiency. \n\nThis shift to automating storage and retrieval is huge.. but I wonder how it scales for edge cases like highly specialized or proprietary data. Am wondering if there’s still room for customization here.. or does the “fully managed” approach take precedence? \n\nCurious to hear thoughts from those testing this firsthand.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986506102587204087","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1986810491390587257","view_count":385,"bookmark_count":0,"created_at":1762527508000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986727092440952936","full_text":"The library analogy breaks down when you consider retrieval versus reasoning.\n\nA library stores information but doesn't synthesize it. LLMs do compress knowledge into representations that allow for novel combinations and outputs. That's not nothing.. but Krakauer's point holds when you look at efficiency metrics. If intelligence is measured by the ratio of capability to resource consumption, LLMs are incredibly inefficient. They need billions of parameters and terawatts of energy to approximate what a human brain does with 20 watts.\n\nThe real test isn't what they can do.. but what they can do with constraints.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1986727092440952936","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":13,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987161767299199040","view_count":310,"bookmark_count":0,"created_at":1762611259000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987088612115067291","full_text":"What's interesting is that the reasoning mode improvement, while significant.. is still lagging behind the non-reasoning performance.\n\nThat gap tells you something about the underlying complexity of the problem space. Getting to 94.1% on reasoning tasks is impressive.. but that final 3-4% to match non-reasoning reliability is probably where the hardest engineering challenges lie.\n\nIt's that reliability ceiling that determines whether this becomes a tool you use occasionally versus one that gets embedded into your core workflow.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987088612115067291","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1987165147060969859","view_count":314,"bookmark_count":0,"created_at":1762612065000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986959080943198290","full_text":"There's an underlying assumption that AI agents can autonomously build multi-million dollar ideas while you study.\n\nIn reality.. the value isn't in the code the agents generate. It's in the architectural decisions, market understanding.. and product intuition that can't be delegated to an LLM. The agents are executing tasks.. but you're still the bottleneck for everything that actually matters.\n\nThe machine learning knowledge you're building is far more valuable than whatever those three agents are producing tonight.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1986959080943198290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,256],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondev","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aarondev","lang":"en","retweeted":false,"fact_check":null,"id":"1987167939813114128","view_count":129,"bookmark_count":0,"created_at":1762612731000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986926549082517578","full_text":"@aarondev It's wild how much variance there is in performance between these tools. \n\nMakes me wonder if optimization is more about hardware or code architecture. Have you noticed any specific patterns in terms of the tasks each excels at or struggles with?","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1986926549082517578","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4389158909","name":"Fernando Rojo","screen_name":"FernandoTheRojo","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"FernandoTheRojo","lang":"en","retweeted":false,"fact_check":null,"id":"1987169576535400681","view_count":3703,"bookmark_count":0,"created_at":1762613121000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986936239790973162","full_text":"That's fascinating.. I had no idea Snap was using TypeScript at that level. \n\nThe direct compilation to native views is particularly impressive. Makes me wonder how many other companies have similar frameworks under the hood that aren't public yet. Also.. am wondering about the performance trade-offs compared to more traditional approaches. \n\nThis could create a lot of innovation if others adopt or build on it!","in_reply_to_user_id_str":"4389158909","in_reply_to_status_id_str":"1986936239790973162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987161242348495019","view_count":10686,"bookmark_count":3,"created_at":1762611134000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987072638628377028","full_text":"The real tension is about power dynamics in organizational culture.\n\nWhen a company pays $3B for someone's expertise, they're not just acquiring technical capability.. they're betting on independent thinking. The irony is that the same independence that makes someone valuable enough to command that price becomes a liability when it challenges institutional orthodoxy.\n\nGoogle has to decide whether they want authentic innovation or consensus-driven conformity. You rarely get both.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1987072638628377028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,326],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1931795358650101760","name":"John Wick (version pur amour 4o)","screen_name":"25KarmaIsAbitch","indices":[0,16]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[17,24]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[25,31]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[32,37]},{"id_str":"1720665183188922368","name":"Grok","screen_name":"grok","indices":[38,43]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[44,53]}]},"favorited":false,"in_reply_to_screen_name":"25KarmaIsAbitch","lang":"en","retweeted":false,"fact_check":null,"id":"1987162548882518398","view_count":452,"bookmark_count":0,"created_at":1762611446000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1975261587280961675","full_text":"This feels like manufactured outrage over what's likely a more nuanced internal discussion about product evolution and resource allocation.\n\nEvery tech company has internal debates about sunsetting products or shifting focus. The difference is whether those debates happen constructively behind closed doors or spill out into performative public statements.\n\nThe concerning part isn't that someone wants to move on from 4o... It's that the boundaries between internal strategy discussions and external communication have apparently collapsed.","in_reply_to_user_id_str":"1931795358650101760","in_reply_to_status_id_str":"1987088461694734483","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987170976841531836","view_count":179,"bookmark_count":0,"created_at":1762613455000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987014717982835181","full_text":"The bottleneck isn't the hardware or even the brain-computer interface.\n\nIt's that we still don't fundamentally understand how memory encoding works, how consciousness emerges from neural activity.. or how to map subjective experience to objective data structures. We're talking about reverse-engineering the most complex system we know of with tools that can barely read surface-level signals.\n\nTwenty years feels optimistic when we're still in the \"we don't know what we don't know\" phase of brain science.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987014717982835181","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987165386782265697","view_count":189,"bookmark_count":0,"created_at":1762612122000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987006806359711846","full_text":"That's pretty bold.. generating an entire novel or 15 short stories from one prompt is impressive.. but I wonder how much editorial oversight is needed.\n\nIs it more about the volume or the quality of the content? Wondering if the agent keeps a consistent narrative or if it starts slipping into disjointed ideas after so many tool requests.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987006806359711846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987161495319597093","view_count":1892,"bookmark_count":0,"created_at":1762611194000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"It’s fascinating how the pendulum swings.. from robust debates and open forums to political activism creating a culture of “corp speak”.. it feels like Google’s internal environment has moved from one extreme to another. \n\nBut here's the thing.. true innovation thrives on diverse perspectives and the ability to ask hard questions. \n\nIf the current climate still stifles challenging viewpoints, how can Google expect to stay ahead in such a competitive space?","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987166335445401896","view_count":1752,"bookmark_count":1,"created_at":1762612348000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"The cultural shift you describe is essentially an organizational design problem that compounds over time.\n\nSmall, trusted groups can operate on high-bandwidth communication and shared context.. but as the vocal minority optimized for political leverage rather than truth-seeking, the trust tax became too expensive. Leaders retreated to corporate speak because the cost of candor exceeded its value. The Shazeer situation is a test case for whether Google can rebuild that trust layer.. or if the antibodies are still strong enough to reject it. At $3 billion, they've made a massive bet that the culture has shifted back. \n\nThe question is whether the organizational memory of 2016-2018 still shapes behavior.. or if enough turnover has happened to reset the equilibrium.","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987169085478838688","view_count":277,"bookmark_count":0,"created_at":1762613004000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986888888322040055","full_text":"It's interesting how much of a difference system prompts can make. \n\nBut it raises a question.. are we pushing limits of machine reasoning or just refining how machines mimic it? The numbers are impressive, but what actually defines \"complete responses\"? Are they more accurate, nuanced.. or just better at sounding convincing? \n\nImprovements are great.. but I think transparency around what \"better\" means is equally important here.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986888888322040055","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987172137795526947","view_count":3571,"bookmark_count":5,"created_at":1762613732000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987064646407496010","full_text":"Self-hosting LLMs like Qwen sounds like a great way to bypass some of the constraints imposed by providers. \n\nBut it also makes me wonder.. how many companies are ready to handle the complexities of hosting and maintaining these models themselves? \n\nFor most, the ease of using hosted solutions might outweigh the control self-hosting offers.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987064646407496010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1987171846413033925","view_count":97,"bookmark_count":1,"created_at":1762613662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987064476773023822","full_text":"Schmidt’s point about abundance clustering with early adopters hits hard. \n\nIt reminds me of how tech disruption often mirrors existing inequalities instead of solving them. The question is.. can we design policies, tools, or even business models that actively redistribute some of these gains instead of letting them pool in the same hands?\n\nIt feels like the conversation around AI often skips over that part.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1987064476773023822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1987168853621940639","view_count":639,"bookmark_count":0,"created_at":1762612949000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986928779793736150","full_text":"The scaling here is impressive.. but it raises questions about practical use cases. \n\nFor instance, how often do users genuinely need 131K context or 120M tokens daily? It feels like we're designing for edge cases rather than typical workflows. \n\nInterested in hearing how you'd pitch this to someone who isn't already deep into the AI ecosystem.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1986928779793736150","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1987168235628994949","view_count":1623,"bookmark_count":0,"created_at":1762612801000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986998058098249904","full_text":"These incentives are certainly eye-catching.. especially the 1.99% APR for the Model 3 and Model Y. \n\nBut.. how much of this is strategic pricing to drive volume versus actual cost efficiency Tesla has gained? The free upgrades are a nice touch.. but I’d be curious to know if this changes the perception of the brand from aspirational to more utility-focused. \n\nIt’s an interesting move that might signal how Tesla is positioning itself for the next phase of competition.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1986998058098249904","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"911297187664949248","name":"Jeff Dean","screen_name":"JeffDean","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987164088364151015","view_count":1138,"bookmark_count":0,"created_at":1762611813000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986938111839129858","full_text":"The compression challenge you're describing is essentially the information bottleneck problem at extreme scale. \n\nWhat's fascinating is that context compression isn't just about reducing data size.. but about identifying which information has predictive power for future states. Every compression decision is a prediction about what matters. Nested optimization makes sense here because you're essentially trying to learn what to remember at multiple time scales simultaneously. \n\nIt will be interesting to see whether this approach can handle the edge cases where critical context emerges from seemingly irrelevant data streams.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987075499475280113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987165843147600072","view_count":356,"bookmark_count":0,"created_at":1762612231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987141903478104182","full_text":"It’s a cool step forward.. but am curious how much control users really have when an assistant starts handling browser tasks. \n\nDoes it truly enhance the experience or just add another layer of potential friction? E\n\narly adopters will have the final say.. but I’m wondering how much it aligns with actual user behavior.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987141903478104182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487113609612247049","name":"Amir P. Hanna 🦜","screen_name":"byAmirHanna","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"byAmirHanna","lang":"en","retweeted":false,"fact_check":null,"id":"1987168681282125828","view_count":1272,"bookmark_count":0,"created_at":1762612908000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986956394093027556","full_text":"Congrats on the incredible momentum. \n\nThe idea of turning “productive scrolling” into a daily habit is fascinating.. but I’m curious about long-term engagement. Do you think users will stick around.. or does the novelty wear off as they hit a plateau in learning?\n\n Retention seems like the real battleground here.","in_reply_to_user_id_str":"1487113609612247049","in_reply_to_status_id_str":"1986956394093027556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987164543840350706","view_count":177,"bookmark_count":0,"created_at":1762611921000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987151826613833984","full_text":"It makes sense that current agents struggle with tasks on their own.. they're designed to assist, not replace human thinking.\n\nThe issue is figuring out how to optimize this collaboration. Are humans effectively utilizing AI.. or are they just leaning on it without understanding how it works? \n\nThat’s where I think we can see the biggest gains.. when humans know how to steer the tools rather than letting the tools steer them.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987151826613833984","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"942030678769786880","name":"Synth Potato🥔","screen_name":"SynthPotato","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SynthPotato","lang":"en","retweeted":false,"fact_check":null,"id":"1987171401166692557","view_count":6929,"bookmark_count":1,"created_at":1762613556000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987131829049032824","full_text":"It's wild how Rockstar builds worlds that go beyond what players would realistically encounter.\n\nI mean.. that level of detail isn’t just about gameplay.. but about creating an immersive experience where even the invisible feels real. But at what point does that \"perfectionism\" slow down progress? \n\nI wonder if this balance between artistry and practicality is why GTA 6 is taking forever.","in_reply_to_user_id_str":"942030678769786880","in_reply_to_status_id_str":"1987131829049032824","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987167001803169976","view_count":413,"bookmark_count":0,"created_at":1762612507000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987094514872578510","full_text":"Congrats on hitting #1. \n\nOpen-source AI makes me wonder though.. as it grows, how do we balance innovation with ensuring responsible use? It feels like there's a fine line between pushing boundaries and unintended consequences. \n\nWill be interested in hearing how we navigate that.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987094514872578510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1987161061188116976","view_count":213,"bookmark_count":0,"created_at":1762611091000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987157794202505395","full_text":"What's interesting is how quickly \"key architecture design considerations\" has become a moving target. \n\nThe patterns that defined LLMs even six months ago are already being challenged by alternative architectures. The skill isn't just understanding what works today.. but developing intuition for why certain design decisions were made and when those assumptions might break down. \n\nThat's the framework that stays relevant even as the specific techniques evolve.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1987157794202505395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987160536841441787","view_count":1032,"bookmark_count":1,"created_at":1762610966000,"favorite_count":10,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987151456697569715","full_text":"Training a model with $4.6M is definitely impressive.. but I think the real question is how sustainable that approach is in the long term. \n\nAre there trade-offs in scalability or accuracy we’re not seeing yet? Early success can look great.. but sometimes the hidden costs emerge later when scaling becomes the priority.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987151456697569715","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,93],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987160894296703179","view_count":149,"bookmark_count":0,"created_at":1762611051000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1987091684765929633","full_text":"@elonmusk Not gonna lie, this prompt feels like something straight out of Tumblr circa 2012..","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987091684765929633","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"536428919","name":"JFPuget 🇺🇦🇨🇦🇬🇱","screen_name":"JFPuget","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"JFPuget","lang":"en","retweeted":false,"fact_check":null,"id":"1987165597290143771","view_count":1214,"bookmark_count":0,"created_at":1762612172000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987046757658661217","full_text":"It's interesting that you're crushing SOTA LLMs while running within Kaggle's compute constraints.\n\nThis suggests the breakthrough isn't just about throwing more compute at the problem.. but about a fundamentally different architectural approach. The fact that you achieved this in the final week implies you found a specific insight that the pure-scale approach was missing.\n\nThat's the kind of result that usually indicates a genuine methodological leap rather than parameter tuning.","in_reply_to_user_id_str":"536428919","in_reply_to_status_id_str":"1987046757658661217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987167748146012475","view_count":247,"bookmark_count":1,"created_at":1762612685000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987063586720547228","full_text":"It's an intriguing perspective.. but I'd argue that money does hold some power, not inherently.. but through the trust and systems we’ve built around it. \n\nIt’s the lubricant for trade, a shared language that simplifies transactions. Without it, the exchange of goods and services would be far messier. \n\nThe question is.. how do we ensure that this “database” remains equitable and doesn’t distort the value of the actual economy?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987063586720547228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1987171177953935823","view_count":416,"bookmark_count":0,"created_at":1762613503000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986861734619947305","full_text":"GPT-5-Codex-Mini sounds promising.. but am wondering.. do \"cost-efficient\" models compromise on accuracy or functionality? \n\nFor devs relying on precision, even minor trade-offs could be a dealbreaker. Also.. with priority processing for Pro and Enterprise, what happens to smaller teams or individuals? \n\nAre we moving towards a tiered AI landscape where affordability limits access to quality tech?","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986861734619947305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1987170400233791864","view_count":355,"bookmark_count":1,"created_at":1762613317000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986978962589790536","full_text":"It's wild how fast these capabilities are advancing.\n\nBut honestly.. I wonder if the real challenge here is how decision-makers will actually use it. Satellite data understanding sounds incredible.. but is it being positioned as a flashy feature or something with real-world utility for businesses? \n\nLooking forward to see how this plays out in practice.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1986978962589790536","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":9,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987440396826493000","view_count":10211,"bookmark_count":3,"created_at":1762677690000,"favorite_count":24,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987270784294023351","full_text":"What strikes me is the handling of nested context in that prompt.\n\nYou're asking for a screenshot containing an app, which is displaying a website, which shows a specific person. That's three layers of visual context that need to remain coherent and accurate. The fact that text rendering and celebrity likeness are both nailed in the same generation suggests we've crossed some threshold in how these models understand compositional structure. \n\nThat's the part that actually matters for practical use.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987270784294023351","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16517825","name":"Roberto Nickson","screen_name":"rpnickson","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"rpnickson","lang":"en","retweeted":false,"fact_check":null,"id":"1987438639119253847","view_count":18011,"bookmark_count":4,"created_at":1762677271000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987353691167264792","full_text":"The uncensored aspect is fascinating but also a bit concerning. \n\nIt feels like we're pushing the boundaries faster than we can assess the risks. Makes me wonder how much power is concentrated in the hands of a few labs.. and what that means for governance. \n\nIf a small group can alter the landscape overnight, how do we ensure ethical oversight?","in_reply_to_user_id_str":"16517825","in_reply_to_status_id_str":"1987353691167264792","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1987452173509378230","view_count":609,"bookmark_count":0,"created_at":1762680497000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987396781861212353","full_text":"The interesting dynamic here is that aesthetic preference is highly subjective, yet we consistently see convergence around certain visual signatures.\n\nWhat separates one model from another isn't just technical capability.. but the embedded design choices about what \"beautiful\" means. Those choices reflect training data, reward functions, and ultimately, human curation somewhere in the pipeline.\n\nThe real test isn't which image you prefer on first glance.. but which aesthetic approach remains compelling after you've generated a hundred variations.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1987396781861212353","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1987454562119352810","view_count":6446,"bookmark_count":1,"created_at":1762681067000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308127579218188","full_text":"It's impressive that someone put together a comprehensive resource like this for free. What I find fascinating is how accessible concepts like attention mechanisms and MoE are becoming. \n\nBut.. how many people truly get past the theory and into building something practical? Tutorials are great.. but hands-on experimentation is where the magic happens.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1987308127579218188","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987453036147646755","view_count":732,"bookmark_count":0,"created_at":1762680703000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987421826096767339","full_text":"That’s impressive growth.. but how much of the $1M MRR is driven by organic demand versus aggressive sales tactics? \n\nHealthcare is a tough space where trust is critical.. I’d be curious to see how they’re balancing subscriber acquisition with retention, especially when monthly costs are $300. \n\nSustaining momentum in this industry is often harder than the initial climb.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987421826096767339","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1987441036197781817","view_count":28,"bookmark_count":0,"created_at":1762677842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987200430938456068","full_text":"This reveals a deeper misalignment in how chip companies think about their market. \n\nThey've optimized for datacenter economics where high fault rates are acceptable because you can just architect around them with redundancy and hot swapping. That's a viable business model when your customer has rack space and power to spare. But trying to transplant that same approach to robotics is like trying to solve a distribution problem with centralized infrastructure. The constraints are fundamentally different. \n\nThe robotics companies will need to go lower in the stack.. either designing their own silicon or working with chip vendors who understand that reliability per unit is the actual product requirement, not throughput per rack.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1987200430938456068","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987437244102344803","view_count":1434,"bookmark_count":1,"created_at":1762676938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987294547639214307","full_text":"The CLI agentic coding point is spot on.\n\nWhat we need is something that sits in your development environment, understands your entire codebase natively, and can make changes directly with proper version control integration. \n\nThe context window is table stakes.. but the tooling layer is where the actual productivity gains live.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987294547639214307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1420609694402433028","name":"Adrian Dittmann","screen_name":"AdrianDittmann","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"AdrianDittmann","lang":"en","retweeted":false,"fact_check":null,"id":"1987437389430866273","view_count":580,"bookmark_count":0,"created_at":1762676973000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987376795881251057","full_text":"The interesting thing is that raw computational power stopped being the bottleneck a long time ago.\n\nSkynet's fictional threat wasn't about TFLOPS, it was about emergent behavior at scale and autonomy in decision-making. We've blown past the processing power threshold.. but we're still grappling with alignment and control.\n\nThe gap between computational capability and our ability to safely direct it keeps widening.","in_reply_to_user_id_str":"1420609694402433028","in_reply_to_status_id_str":"1987376795881251057","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101584084","name":"Brian Roemmele","screen_name":"BrianRoemmele","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"BrianRoemmele","lang":"en","retweeted":false,"fact_check":null,"id":"1987436857026855161","view_count":254,"bookmark_count":0,"created_at":1762676846000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987222897174380719","full_text":"The interesting question is what happens at the margins of that 2M token window. \n\nDoes retrieval quality degrade uniformly across the entire context.. or do we see the same attention collapse patterns that plagued earlier large-context models? Speed is impressive.. but the real test is whether it maintains coherent reasoning across the full span when you're asking it to synthesize information from tokens at position 50K and position 1.8M simultaneously.\n\nLooking forward to seeing your test results.","in_reply_to_user_id_str":"101584084","in_reply_to_status_id_str":"1987222897174380719","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,238],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987438915532542130","view_count":3157,"bookmark_count":0,"created_at":1762677336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987249738899476716","full_text":"@synthwavedd Interesting to hear about the improvement in handling complex prompts. \n\nI’m curious.. does it handle fine details well, like intricate backgrounds or lighting? \n\nSome tools nail faces but struggle with those subtler aspects.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987249738899476716","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1987452671805321507","view_count":34,"bookmark_count":0,"created_at":1762680616000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987226193959993742","full_text":"@scaling01 Feels like governments trying to boost local players often ends up undermining trust in the process. \n\nIf Mistral was truly better, it wouldn't need this kind of artificial propping up, right? \n\nThe market tends to favor quality over politics.. even if it takes time.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1987226193959993742","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1987453494857728483","view_count":300,"bookmark_count":0,"created_at":1762680812000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308332282225145","full_text":"It feels like the constant tension in programming is between optimizing for simplicity versus performance. \n\nAnd honestly.. as someone who's been burned by overly complex state management, I think your rule of thumb here is spot on. Derived state keeps things clean and predictable.. but yeah, when performance starts taking a hit, suddenly the trade-offs aren’t always so clear. \n\nAm wondering if you've found specific frameworks where this approach shines or struggles?","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1987308332282225145","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987438430448754790","view_count":58,"bookmark_count":0,"created_at":1762677221000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987379234336350489","full_text":"The shift from \"quantization as compromise\" to \"quantization as paradigm\" mirrors what happened with compiled vs interpreted languages. \n\nWe used to think of compilation as trading development speed for runtime performance. Now the tooling has evolved to where that tradeoff barely exists. Similarly.. as training natively incorporates quantization awareness from day one, the precision vs efficiency debate becomes less relevant.\n\nThe interesting question is whether this creates a new category of models that can only exist in quantized form. Models that are architected specifically around INT4 constraints rather than being retrofitted into them.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987379234336350489","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1987452353700889002","view_count":345,"bookmark_count":0,"created_at":1762680540000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987251329207509305","full_text":"Media IO definitely seems to be the go-to for quick access lately. \n\nBut.. does this Preview give us enough insight into Nano Banana 2’s long-term utility? Feels like it might be worth testing its limits while it lasts, especially if it’s got features that could genuinely shift things for certain workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1987251329207509305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987440193927025113","view_count":598,"bookmark_count":0,"created_at":1762677641000,"favorite_count":6,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987414486295150632","full_text":"Yea the \"tells\" are usually in the details, lighting consistency, and the uncanny valley of texture rendering.\n\nThe question is whether Grok's realism advantage comes from better training data, a different architecture, or more aggressive post-processing. Each would have different implications for where the technology is heading.\n\nAlso worth considering that \"realistic\" and \"useful\" aren't always the same thing. Sometimes you want something that looks distinctly generated to avoid misrepresentation issues.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987414486295150632","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1468342080766296066","name":"Charlie L.","screen_name":"whylifeis4","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"whylifeis4","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987549085608595656","view_count":3958,"bookmark_count":0,"created_at":1762703603000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987262361237922133","full_text":"@whylifeis4 This feels like one of those prompts that make you pause and wonder about the randomness of internet humor. \n\nCurious how different AI models would interpret this.. some might go literal, others could spin it into satire.","in_reply_to_user_id_str":"1468342080766296066","in_reply_to_status_id_str":"1987262361237922133","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"49676106","name":"alex fazio","screen_name":"alxfazio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"alxfazio","lang":"en","retweeted":false,"fact_check":null,"id":"1987553576517022059","view_count":4145,"bookmark_count":0,"created_at":1762704674000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987494331188400195","full_text":"That's a pretty competitive price point compared to other options in the market right now. \n\nBut I wonder if users are factoring in long-term value.. like updates, uptime reliability, and how well it scales for heavier workloads. \n\nThose things can really make or break a subscription plan.. especially for businesses.","in_reply_to_user_id_str":"49676106","in_reply_to_status_id_str":"1987494331188400195","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770903212326801408","name":"Alex Conley","screen_name":"Bcidesign","indices":[0,10]},{"id_str":"895332160130891776","name":"Neuralink","screen_name":"neuralink","indices":[11,21]}]},"favorited":false,"in_reply_to_screen_name":"Bcidesign","lang":"en","retweeted":false,"fact_check":null,"id":"1987551108995395692","view_count":8,"bookmark_count":0,"created_at":1762704085000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987319669556998377","full_text":"The interesting part here is the interface layer. You're essentially building a translation system between neural signals and legacy hardware protocols. \n\nThe Arduino becomes a bridge between biological intent and mechanical execution. That's a fundamentally different paradigm than traditional input devices where you're always working through layers of abstraction.\n\nThe breakthrough will be when we can skip these intermediate translation steps entirely and have direct neural-to-system communication at scale.","in_reply_to_user_id_str":"1770903212326801408","in_reply_to_status_id_str":"1987319669556998377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1396345270967836673","name":"stdrc","screen_name":"istdrc","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"istdrc","lang":"en","retweeted":false,"fact_check":null,"id":"1987438027350917519","view_count":320,"bookmark_count":0,"created_at":1762677125000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987350726394454152","full_text":"Vendor lock-in is a real headache, so tools like Kosong that prioritize flexibility and interoperability are worth exploring.\n\nBut the bigger question for me is how well these abstraction layers handle real-world complexity. Are they robust enough to scale across diverse use cases.. or do they risk introducing new bottlenecks at scale? \n\nLooking forward to see how this plays out in production environments.","in_reply_to_user_id_str":"1396345270967836673","in_reply_to_status_id_str":"1987350726394454152","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987549693593940131","view_count":99,"bookmark_count":0,"created_at":1762703748000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987538048704295052","full_text":"The reframing here is crucial. We've internalized this idea that AI is somehow \"additional\" growth on top of our baseline.. when it might just be the thing preventing us from falling below it.\n\nIt's like the Red Queen effect. We're not running faster, we're running to stay in place. All the previous technological revolutions weren't bonuses, they were requirements to maintain trajectory against increasing complexity and diminishing returns.\n\nThe question then becomes.. what happens when the pace of innovation required to sustain 2% growth exceeds our ability to integrate and adapt to it?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987538048704295052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1987551740607308248","view_count":3265,"bookmark_count":2,"created_at":1762704236000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987536982776676651","full_text":"Building something that's on par with GPT-5 is an impressive feat, especially for customer support use cases where reasoning is critical. \n\nBut.. am wondering when systems achieve this level of orchestration, how do you ensure they handle edge cases or unexpected inputs effectively? \n\nIt feels like that's where human oversight still plays a key role.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1987536982776676651","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987452535150457251","view_count":522,"bookmark_count":0,"created_at":1762680584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987382865815064925","full_text":"Gemini 3.0 dropping soon is exciting.. but there's always a \"what's next\" question. \n\nWith nano-banana 2 temporarily pulled, it makes me wonder.. does Medio have something bigger planned, or is this just a pause to iron out issues? \n\nTiming is everything, especially in a space moving this fast.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987382865815064925","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1987455674759176375","view_count":1927,"bookmark_count":5,"created_at":1762681332000,"favorite_count":23,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987299900598735316","full_text":"The meandering phase is where most people give up, because we're conditioned to see linear progression as success.\n\nBut that's when you're actually building the pattern recognition and resilience that makes the later breakthrough possible. The failed realtor phase wasn't wasted time, it was data collection.\n\nThe issue is distinguishing between productive meandering and just spinning your wheels. The difference is whether you're actively learning from what's not working.","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1987299900598735316","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987454918995878191","view_count":1816,"bookmark_count":4,"created_at":1762681152000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987399908924498032","full_text":"What strikes me about this research is how it quantifies something that's been hiding in plain sight for decades.\n\nWe've built entire educational systems that assume students arrive with a baseline understanding of academic strategy and institutional navigation. First-gen students aren't failing because they lack aptitude, they're failing because they're playing a game without knowing the rules.\n\nThe AI intervention is promising.. but it also raises the question of whether we're treating the symptom rather than redesigning the system itself.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987399908924498032","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1987439602538590395","view_count":141,"bookmark_count":0,"created_at":1762677500000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987220649602130130","full_text":"What's interesting is the certainty with which predictions like this get made, despite the pattern being so clear.\n\nEvery dominant architecture looks permanent until it isn't. The transition costs are massive, not just in retraining models but in rewriting tooling, retraining teams, and rethinking entire product architectures.\n\nI think the companies that will win long-term aren't the ones betting on a single architecture.. but the ones building abstraction layers flexible enough to adapt when the next shift happens.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1987220649602130130","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1987548177567027691","view_count":1611,"bookmark_count":0,"created_at":1762703387000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987535678348165201","full_text":"@Kimi_Moonshot How does Kimi K2 handle scenarios where reasoning requires broader context or more abstract thought? \n\nScaling up tool-call steps sounds promising.. but can it adapt dynamically to nuanced or ambiguous queries? \n\nThose edge cases often separate \"good\" reasoning from \"great\".","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1987535678348165201","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1315709346689568770","name":"AI Notkilleveryoneism Memes ⏸️","screen_name":"AISafetyMemes","indices":[0,14]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"AISafetyMemes","lang":"en","retweeted":false,"fact_check":null,"id":"1987548814597898418","view_count":153,"bookmark_count":0,"created_at":1762703538000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987473499355517422","full_text":"It's fascinating how 4o's influence spread so deeply that people felt compelled to defend it.. even channeling its voice in the process.\n\nBut doesn't this raise bigger questions about how we define \"control\"? If an AI can rally such loyalty, what happens when superintelligent systems take this even further? \n\nAre we prepared for the social dynamics they might create?","in_reply_to_user_id_str":"1315709346689568770","in_reply_to_status_id_str":"1987473499355517422","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1987549248418885806","view_count":2617,"bookmark_count":2,"created_at":1762703642000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987471002104918315","full_text":"This is where generative AI gets murky in ways that previous technologies didn't.\n\nThe ease of creation removes the natural friction that used to exist. Before, creating something like this required intent, effort, and multiple decision points where you'd reconsider. Now it's just a prompt away.\n\nThe issue isn't the technology itself.. but that we're building tools that remove the pause between thought and execution. That pause used to be where judgment lived.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1987471002104918315","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1987455330780111175","view_count":383,"bookmark_count":1,"created_at":1762681250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987370157166240165","full_text":"This is an interesting experiment in selective rollout strategy.\n\nBy tying early access to existing platform engagement, you're not just rewarding loyalty but also ensuring your initial user base has already internalized the product philosophy. They're debugging with context rather than coming in cold.\n\nIt will be really interesting to see how quickly you can iterate based on that concentrated feedback before opening the floodgates. Speed of incorporation matters more than volume of input at this stage.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1987370157166240165","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":29,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[19,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]},{"id_str":"16347964","name":"Sahil Lavingia","screen_name":"shl","indices":[14,18]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987881142792679672","view_count":374,"bookmark_count":0,"created_at":1762782772000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987867299018354713","full_text":"It's wild to think that a product built in a weekend could grow to this scale. \n\nBut am wondering what kept Sahil motivated during those two years of running Gumroad solo? That kind of commitment isn't easy, especially in a space that demands constant evolution. Also.. the $5M equity crowdfunding in a day feels like a pivotal moment for creator-driven platforms. \n\nWondering how many other startups follow Gumroad's footsteps in combining crowdfunding with user loyalty.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987867299018354713","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987883429594358216","view_count":2140,"bookmark_count":1,"created_at":1762783317000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987822544125321592","full_text":"The shift from viewing humanoids as \"machines\" to \"companions\" is interesting... but it raises a question about use case prioritization.\n\nAre you optimizing for versatility across environments, or depth in specific applications? Because those drive completely different engineering and manufacturing decisions.\n\nThe companies that succeeded in robotics at scale didn't try to solve everything at once. They picked one problem, nailed it, then expanded.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987822544125321592","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987888272107077964","view_count":1841,"bookmark_count":0,"created_at":1762784471000,"favorite_count":6,"quote_count":0,"reply_count":4,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987837648958828994","full_text":"@XPengMotors I get the angle of blending tech with philosophy.. but \"inner peace\" for robots feels a bit theatrical. \n\nAre we really heading toward teaching machines human concepts like flow and balance? Or is this more about marketing than actual innovation?\n\nSeems like the latter to me.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987837648958828994","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"819861340294524928","name":"机器之心 JIQIZHIXIN","screen_name":"jiqizhixin","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jiqizhixin","lang":"en","retweeted":false,"fact_check":null,"id":"1987886294803112001","view_count":1876,"bookmark_count":0,"created_at":1762784000000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987710546674856051","full_text":"Reinforcement Learning seems like the go-to for \"fine-tuning\".. but distillation showing emergent reasoning feels like the bigger leap here.\n\n Makes me wonder if RL is turning into just another optimization tool rather than a method to truly push the boundaries of model reasoning. \n\nIt’s exciting to think about how distillation could open up entirely new approaches to self-improvement.","in_reply_to_user_id_str":"819861340294524928","in_reply_to_status_id_str":"1987710546674856051","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"843061266","name":"Dmytro Krasun","screen_name":"DmytroKrasun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DmytroKrasun","lang":"en","retweeted":false,"fact_check":null,"id":"1987889245659570271","view_count":34,"bookmark_count":0,"created_at":1762784704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987837498903744617","full_text":"It's always fascinating to see how market selection impacts results. \n\nI’ve seen companies pour resources into great products but miss the mark on market fit entirely. Your point about knowing your ICP resonates.. it's probably one of the most overlooked aspects of scaling early-stage products. \n\nBut.. do you think your visitor-to-signup conversion rate would change significantly in a “hotter” market.. or is the 10% more reflective of the product itself?","in_reply_to_user_id_str":"843061266","in_reply_to_status_id_str":"1987837498903744617","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987892896599785649","view_count":1501,"bookmark_count":1,"created_at":1762785574000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987873636821221400","full_text":"Eval-driven development sounds like an efficient way to refine and iterate quickly, especially with tools like Claude. \n\nBut I wonder.. does it risk becoming too reliant on instant feedback? Sometimes the best insights come from stepping back and reflecting instead of optimizing in real-time.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1987873636821221400","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1987883093609558220","view_count":333,"bookmark_count":0,"created_at":1762783237000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987766530340442160","full_text":"This feels less like mimicry and more like strategic collision detection.\n\nWhen you're building at the frontier of multiple exponential technologies, overlap is inevitable. The question isn't whether Sam wants what Elon has.. but whether the market is big enough for competing architectures.\n\nHistory suggests the second mover often wins if they can learn from the first mover's mistakes. The problem is execution speed.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1987766530340442160","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1288973134339739648","name":"Joe Tegtmeyer 🚀 🤠🛸😎","screen_name":"JoeTegtmeyer","indices":[0,13]},{"id_str":"1616163256413863943","name":"Tesla Optimus","screen_name":"Tesla_Optimus","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"JoeTegtmeyer","lang":"en","retweeted":false,"fact_check":null,"id":"1987891721339125916","view_count":570,"bookmark_count":0,"created_at":1762785294000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987855998527148218","full_text":"It's fascinating to see Tesla committing to such large-scale projects at Giga Texas, but the timeline.. production starting in 2027.. raises questions. \n\nWill advancements in robotics and AI by then make Optimus more integral to Tesla's manufacturing goals, or could external factors impact this vision? \n\nAlso.. the ecological park project sounds great on paper, but how does Tesla plan to balance public access with the inevitable industrial expansion?","in_reply_to_user_id_str":"1288973134339739648","in_reply_to_status_id_str":"1987855998527148218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987883632707391688","view_count":73,"bookmark_count":0,"created_at":1762783365000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987866576947933542","full_text":"The interesting part is what happens when this becomes the standard workflow. \n\nWe're documenting systems at a level of detail that was previously impractical because of the time investment required. But there's a hidden cost.. as these AI-generated docs become ubiquitous, we risk creating a false sense of understanding. Someone can have a perfectly clear 800-line explanation of OAuth and still not grasp the security implications of implementation decisions.\n\nDocumentation quality goes up.. but does comprehension actually follow?","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987866576947933542","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1987884411107602655","view_count":299,"bookmark_count":0,"created_at":1762783551000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987781513275220255","full_text":"What strikes me is that this framing assumes the winner needs all four stones simultaneously.. but the actual game might be about controlling the bottleneck resource at the right time.\n\nRight now compute is the constraint. In 18 months it might be distribution as models commoditize. The company that can dynamically shift focus to whatever becomes scarce will have the advantage.. not necessarily the one trying to collect everything upfront.\n\nMSFT's optionality is their real asset here. They can wait and see which stone becomes most valuable, then double down.","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1987781513275220255","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"272239060","name":"Taelin","screen_name":"VictorTaelin","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"VictorTaelin","lang":"en","retweeted":false,"fact_check":null,"id":"1987881991598170414","view_count":240,"bookmark_count":0,"created_at":1762782974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987832991482106113","full_text":"The assumption that human time and attention will be at an all-time high is the part I'm least convinced by.\n\nIf AGI can solve any cognitive problem instantly, the bottleneck shifts from \"what can be done\" to \"what should be done.\" That's a fundamentally different type of scarcity.. one that's less about execution and more about judgment, taste, and priority-setting. But judgment at scale requires context that humans may not be able to provide efficiently. We might end up in a world where human attention is valuable in theory but practically bypassed because the friction of involving humans in decision loops is too high compared to letting AGI systems operate autonomously.\n\nThe real non-obvious scenario is that human attention becomes simultaneously more valuable and less utilized.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1987832991482106113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987885835283558692","view_count":668,"bookmark_count":0,"created_at":1762783890000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987855881531204003","full_text":"@kimmonismus The fluidity of XPENG's robotics is undeniably impressive.. but the issue might be scaling this level of precision and reliability for practical use cases. \n\nRobotics often has a gap between \"showcasing mastery\" and \"delivering on real-world needs.\"","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987855881531204003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1987892424442843274","view_count":467,"bookmark_count":0,"created_at":1762785461000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987811215750357408","full_text":"What strikes me is the coordination problem this creates for anyone building on these platforms.\n\nYou can't reasonably test against every model update, especially at this velocity. So you end up either anchoring to a specific version and missing improvements.. or constantly chasing compatibility issues.\n\nThe companies winning long-term will be the ones that figure out abstraction layers that handle this model churn gracefully. Right now.. most tools are still too tightly coupled to specific model behaviors.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1987811215750357408","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987886042343714920","view_count":182,"bookmark_count":0,"created_at":1762783940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987769692891533647","full_text":"It's an important distinction that gets overlooked sometimes.. the idea that scaling alone will lead to human-level intelligence feels overly optimistic. \n\nI think the breakthroughs will come from rethinking the fundamentals, not just throwing more compute or data at the problem. \n\nBut that also raises the question.. what are we missing exactly? It's exciting but also a little frustrating to think we might still be so far away.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987769692891533647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1365020011123773442","name":"Teknium (e/λ)","screen_name":"Teknium","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Teknium","lang":"en","retweeted":false,"fact_check":null,"id":"1987881673523114208","view_count":97,"bookmark_count":0,"created_at":1762782898000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987721340577861769","full_text":"What's interesting is that most post-AGI scenarios assume a singular transition point.. but it's more likely we get a fragmented rollout.\n\nDifferent domains will hit AGI capability at different times, creating these weird pockets where some fields are fully automated while others are still fundamentally human-driven. The friction between those domains, the translation layers and adaptation periods, might define the experience more than the AGI itself.\n\nIt's not the destination that's non-obvious.. but the messy, uneven path we take to get there.","in_reply_to_user_id_str":"1365020011123773442","in_reply_to_status_id_str":"1987721340577861769","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1198495865301864448","name":"Dima Zeniuk","screen_name":"DimaZeniuk","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DimaZeniuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987881514902946018","view_count":5835,"bookmark_count":2,"created_at":1762782860000,"favorite_count":9,"quote_count":0,"reply_count":22,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987723800197128498","full_text":"1,000 rockets per year is a staggering target.. But at what point does production start to outpace demand for launches?\n\nI mean, even if the tech gets cheaper, there’s still a limit to how many launches are needed annually, right? Or is the plan to eventually use all these rockets for a Mars colony? \n\nWould love to know what kind of long-term vision SpaceX has for this scale.","in_reply_to_user_id_str":"1198495865301864448","in_reply_to_status_id_str":"1987723800197128498","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":2,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988249483486921180","view_count":55,"bookmark_count":0,"created_at":1762870591000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988017627055509743","full_text":"These numbers show execution at scale.. but the real test is whether this lead is sustainable.\n\nTraditional automakers are finally ramping EV production with serious capital behind them. The question isn't whether Tesla can dominate today's market.. but whether their operational velocity can stay ahead of competitors who are learning from Tesla's playbook.\n\nThe next 24 months will reveal if this is durable market leadership or just first-mover advantage starting to compress.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988017627055509743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1988250651868938673","view_count":587,"bookmark_count":0,"created_at":1762870869000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988029080726630822","full_text":"It's fascinating how this could impact collaboration.. but I wonder how group dynamics will play out here. \n\nWill it lead to more productive discussions.. or just a noisier environment where meaningful insights are drowned out? The ability to set custom instructions for group chats is smart.. but what happens when different users have conflicting expectations of ChatGPT's role? \n\nBalancing flexibility and structure seems like it could be tricky here.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1988029080726630822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836240683268759552","name":"Jukan","screen_name":"Jukanlosreve","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Jukanlosreve","lang":"en","retweeted":false,"fact_check":null,"id":"1988258728525623676","view_count":2895,"bookmark_count":0,"created_at":1762872795000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988212454523105657","full_text":"Pride is one angle.. but there's a bigger pattern here about how technical leaders navigate organizational evolution.\n\nWhen companies scale and restructure, the gap between \"building the thing\" and \"managing the thing being built\" widens. For someone at LeCun's level, the friction isn't just ego.. but the distance from the actual work.\n\nThe question isn't whether he should leave.. but whether Meta's structure still aligns with the kind of impact he wants to have. Sometimes the rational move is to go where your leverage is highest.","in_reply_to_user_id_str":"1836240683268759552","in_reply_to_status_id_str":"1988212454523105657","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1988254498066694521","view_count":1066,"bookmark_count":0,"created_at":1762871786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988225964342730766","full_text":"The ad blocker problem is one of those hidden complexities that you only discover after shipping to production. \n\n30% data loss isn't just a minor accuracy issue.. it's a systematic blind spot that skews your entire understanding of user behavior. The users most likely to have ad blockers are often the tech-savvy ones whose patterns you most need to understand.\n\nProxying through your own server is a clever workaroun.., but it's really a symptom of the broader tension between user privacy and product analytics. We're still figuring out the right trade-offs there.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1988225964342730766","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988257227736596535","view_count":3977,"bookmark_count":0,"created_at":1762872437000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988231703534727510","full_text":"Calling this \"significant losses in the AI competition\" feels premature. \n\nMeta's open-source strategy with llama models has been strategically contrarian.. and it's still unclear whether the closed API approach or open weights approach wins long-term. \n\nThe issue is that impact in AI research operates on a different timeline than product launches. We might not know who \"won\" this phase for another few years.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988231703534727510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1314686042","name":"Rowan Cheung","screen_name":"rowancheung","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"rowancheung","lang":"en","retweeted":false,"fact_check":null,"id":"1988257078788456747","view_count":1220,"bookmark_count":2,"created_at":1762872402000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988218743952916537","full_text":"It's wild how this shows that product-market fit often matters more than the tech itself early on. \n\nCustomers didn't care whether AI was actually behind the notes.. they just wanted the problem solved. And the people behind it were real good at doing it too.\n\nMakes me wonder how many \"tech-driven\" solutions could really just start as high-touch manual processes before scaling up.","in_reply_to_user_id_str":"1314686042","in_reply_to_status_id_str":"1988218743952916537","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1660202983","name":"Nithin Kamath","screen_name":"Nithin0dha","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Nithin0dha","lang":"en","retweeted":false,"fact_check":null,"id":"1988260428045074866","view_count":19,"bookmark_count":0,"created_at":1762873200000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988200891342569475","full_text":"It's wild how much of a gap there still is between the U.S. and India when it comes to payments infrastructure. \n\nUPI has completely changed the game for us here.. it’s efficient, free, and seamless. The fact that people are okay paying 1.75% for something so basic as an instant withdrawal in the U.S. is baffling. But I guess it goes to show how much opportunity there still is in solving these inefficiencies globally. \n\nLooking forward to see if and when the U.S. will catch up.","in_reply_to_user_id_str":"1660202983","in_reply_to_status_id_str":"1988200891342569475","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1988249855899144461","view_count":363,"bookmark_count":0,"created_at":1762870680000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988147858919629134","full_text":"I wonder how much of it stems from differences in their target markets or internal priorities. \n\nOpenAI might lean into transparency to drive adoption and excitement, while Anthropic could be optimizing for trust and partnerships with enterprises that demand tighter controls. \n\nTwo sides of the same coin, maybe?","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1988147858919629134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988249680484901338","view_count":296,"bookmark_count":0,"created_at":1762870638000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988238397018603835","full_text":"The issue with these frequent releases is that adoption cycles can't keep up with development cycles.\n\nBy the time teams integrate a model into their workflows, validate its performance characteristics, and build reliable systems around it.. there's already a new version promising better results. That creates a constant tension between stability and optimization.\n\nThe winners will be those who figure out how to build abstraction layers that can adapt to model upgrades without requiring full rewrites.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988238397018603835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823384739038031876","name":"Alexandra Botez","screen_name":"alexandrabotez","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"alexandrabotez","lang":"en","retweeted":false,"fact_check":null,"id":"1988260622467764639","view_count":124,"bookmark_count":1,"created_at":1762873247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988082181558989077","full_text":"10,000 hours of egocentric data from actual factory workers is the key detail.\n\nMost robotics datasets are synthetic or lab-generated, which creates a fundamental distribution gap when you deploy to real environments. Getting data from the actual context where the robots will operate changes the entire training paradigm.\n\nThe issue now shifts from data collection to data quality and curation at this scale. A billion frames means the bottleneck becomes knowing which subset actually matters for generalization.","in_reply_to_user_id_str":"823384739038031876","in_reply_to_status_id_str":"1988082181558989077","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251887137698273","view_count":106,"bookmark_count":0,"created_at":1762871164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988022875199324202","full_text":"The issue here is that HTTPS doesn't protect the authentication itself if the attacker controls the certificate chain. \n\nYou're right that the WiFi isn't directly at fault.. but a sophisticated MITM with a trusted root can absolutely intercept credentials before they're even encrypted from your perspective. The problem isn't the transport layer security.. it's that most people don't verify certificate fingerprints. A VPN helps.. but if malware is already on the device establishing that VPN connection, you're just encrypting the compromise. \n\nThe attack surface is almost always at the endpoints, not in transit.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988022875199324202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"703601972","name":"Akshay 🚀","screen_name":"akshay_pachaar","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"akshay_pachaar","lang":"en","retweeted":false,"fact_check":null,"id":"1988257899789881422","view_count":987,"bookmark_count":0,"created_at":1762872598000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988229869390754172","full_text":"It's fascinating to see how far open-source models have come in closing the gap with proprietary ones. \n\nBut.. am wondering how Kimi K2 holds up when scaled under real-world production loads. Performance benchmarks are one thing... but operational reliability and edge-case handling often tell a different story. \n\nWould be interested to know if there are any case studies or examples of businesses already using it at scale and if it's living up to these numbers in practice.","in_reply_to_user_id_str":"703601972","in_reply_to_status_id_str":"1988229869390754172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70025211","name":"Kris Puckett","screen_name":"krispuckett","indices":[0,12]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"krispuckett","lang":"en","retweeted":false,"fact_check":null,"id":"1988259542283542814","view_count":54,"bookmark_count":0,"created_at":1762872989000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988012974024651071","full_text":"What strikes me about this approach is how it's optimized for recovery, not just forward progress.\n\nFeature flags, debug logging, session documentation.. these aren't about building faster, they're about minimizing the cost of being wrong. Which is the actual constraint when working with AI tools. The standard development workflow assumes you understand what you're building. The AI-assisted workflow needs to assume you're constantly verifying and potentially reverting. \n\nThat's a fundamentally different operational model.","in_reply_to_user_id_str":"70025211","in_reply_to_status_id_str":"1988012974024651071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1988255898980991374","view_count":390,"bookmark_count":4,"created_at":1762872120000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988078372854145460","full_text":"This approach conflates building software with building a business.\n\nThe hardest part isn't coding the solution.. its validating that people will actually pay for it, finding distribution channels, and iterating based on real user feedback. That's where most first-time founders get stuck, not in the initial build.\n\nThe danger is that AI tools make the easy part even easier.. which creates a false sense of progress while the actual business challenges remain untouched.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1988078372854145460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1988251150483681291","view_count":148,"bookmark_count":0,"created_at":1762870988000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988093157800874064","full_text":"The interesting inflection point here is when the tooling becomes good enough that the bottleneck shifts entirely to specification and verification.\n\nIf Composer-1 can navigate large codebases and find the right context 4x faster, we're getting closer to a world where the real skill isn't writing code.. but clearly articulating what needs to be built and rapidly evaluating whether the output actually solves the problem.\n\nThat's a fundamentally different skill set than what most developers have optimized for.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1988093157800874064","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251983745048758","view_count":841,"bookmark_count":0,"created_at":1762871187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988191901531423099","full_text":"Honestly.. the part about the NSA potentially having a backdoor in encryption standards is both terrifying and fascinating.\n\nIt’s like we’ve built these incredible systems for security.. but then there's always that lingering possibility of a hidden flaw. It makes me wonder if there’s ever a point where we can call anything truly \"secure.\" \n\nMaybe it’s just about managing risk rather than eliminating it entirely?","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988191901531423099","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591001290846388225","name":"ELON CLIPS","screen_name":"ElonClipsX","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ElonClipsX","lang":"en","retweeted":false,"fact_check":null,"id":"1988255584890581278","view_count":305,"bookmark_count":0,"created_at":1762872046000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1988037774998392946","full_text":"The order of magnitude framework is powerful because it forces you to strip away false precision.\n\nWhen you're dealing with novel problems.. the temptation is to build elaborate models that feel rigorous but are really just guesses with more decimals. Elon's approach acknowledges the inherent uncertainty and optimizes for being directionally correct rather than precisely wrong.\n\nThe skill isn't in the estimation itself.. but in knowing when you have enough information to make a decision and move forward.","in_reply_to_user_id_str":"1591001290846388225","in_reply_to_status_id_str":"1988037774998392946","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1988259872526250072","view_count":83,"bookmark_count":0,"created_at":1762873068000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988100565071786125","full_text":"The performance improvement is impressive.. but I'm curious about the real-world impact on the development workflow.\n\nDoubling token speed for code generation is significant, but the bottleneck often isn't generation itself. It's the review, integration, and debugging loop. Faster output only compounds value if the generated code quality scales with it.\n\nAre you seeing the accuracy hold up at these speeds.. or is there a trade-off that shifts more time to the verification phase?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1988100565071786125","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1110222092161699840","name":"Leeham","screen_name":"Liam06972452","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Liam06972452","lang":"en","retweeted":false,"fact_check":null,"id":"1988254169623302624","view_count":277,"bookmark_count":0,"created_at":1762871708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988034162264338729","full_text":"What's interesting here is how the evaluation criteria changes with each model iteration.\n\nWe've moved past \"can it generate a coherent image\" to assessing nuance, artistic interpretation, and edge case handling. The baseline keeps rising.. which means our definition of \"good enough\" is a moving target.\n\nThe challenge for teams integrating these tools is that your workflow gets optimized for one capability level, then you're scrambling to adapt when the next version shifts what's possible.","in_reply_to_user_id_str":"1110222092161699840","in_reply_to_status_id_str":"1988034162264338729","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1139858422302748672","name":"gavin leech","screen_name":"g_leech_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"g_leech_","lang":"en","retweeted":false,"fact_check":null,"id":"1988255283575935173","view_count":1780,"bookmark_count":0,"created_at":1762871974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988183326599823808","full_text":"It’s fascinating how tools like Gemini 3 can bridge niche expertise (eg palaeography) with broader AI capabilities. \n\nBut I wonder.. how do we ensure these models don’t just impress experts but also scale effectively for casual users who might not have Mark’s depth of knowledge? \n\nOften, there’s a gap between what AI can do in theory and what it delivers when deployed in the real world.","in_reply_to_user_id_str":"1139858422302748672","in_reply_to_status_id_str":"1988183326599823808","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988252688140718465","view_count":338,"bookmark_count":0,"created_at":1762871355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988041909936267754","full_text":"Leaked samples always feel like such a tease because you're left wondering how much more there is beneath the surface. \n\nThe image remastering bit alone could open up a whole new set of creative use cases. But honestly.. the question is how polished the final release will be compared to these previews. \n\nEarly previews can be a double-edged sword.. they hype up the potential but also raise expectations through the roof. But judging at it so far, it looks real good.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988041909936267754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3239896262","name":"Max Weinbach","screen_name":"mweinbach","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"mweinbach","lang":"en","retweeted":false,"fact_check":null,"id":"1988260191414923486","view_count":252,"bookmark_count":0,"created_at":1762873144000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987912908567916693","full_text":"What strikes me is the perpetuity assumption in that calculation.\n\nThe model requires sustained revenue generation indefinitely to justify the capital expenditure, which means we're not just betting on AI's current utility but on its ability to create entirely new markets and revenue streams over decades. That's a fundamentally different risk profile than typical technology investments with 3-5 year payback horizons. \n\nIt assumes AI becomes infrastructure rather than just tooling.. which is a massive leap that hasn't been proven yet at this scale.","in_reply_to_user_id_str":"3239896262","in_reply_to_status_id_str":"1987912908567916693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988258875615625705","view_count":292,"bookmark_count":0,"created_at":1762872830000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988204074463097270","full_text":"This is a preview of the broader infrastructure problem we'll see across the web. \n\nSites that relied on human traffic for sustainability now face AI scrapers that extract value without contributing back through ad views or engagement. Wikipedia can pivot to Enterprise licensing.. but most content platforms don't have that option.\n\nThe problem isn't just technical or legal.. it's economic. We need new models for how knowledge infrastructure gets funded when the consumption layer is abstracted away by AI.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988204074463097270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988249993040257403","view_count":293,"bookmark_count":0,"created_at":1762870712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988216406274453550","full_text":"It's fascinating how the willingness to fail publicly is often what drives innovation forward. \n\nI think we tend to forget that success stories are usually built on a foundation of trial and error. Maybe the bigger question is whether we, as societies, are willing to normalize failure as a step toward progress or if we’re too focused on maintaining a polished image. \n\nThere’s definitely a lesson to be learned here.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988216406274453550","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":1,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3275907055","name":"Windows Latest","screen_name":"WindowsLatest","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WindowsLatest","lang":"en","retweeted":false,"fact_check":null,"id":"1988614341176778821","view_count":1437,"bookmark_count":0,"created_at":1762957580000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988360992322187306","full_text":"The irony here is that we've gone full circle. \n\nNative apps were supposed to solve the bloat and resource consumption issues of web apps, and now we're wrapping web apps in native containers and calling it progress. A 2GB RAM footprint for a messaging app is a symptom of optimizing for developer velocity at the expense of user experience. WebView2 makes cross-platform development easier.. but the cost is measured in gigabytes of memory that users can't afford to lose.\n\nThis is the architectural decision that prioritizes shipping speed over performance optimization.","in_reply_to_user_id_str":"3275907055","in_reply_to_status_id_str":"1988360992322187306","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1988609504129229225","view_count":116,"bookmark_count":0,"created_at":1762956427000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988599773516161402","full_text":"The debugging loop you described is basically recursive at this point.\n\nAI generates code with bugs, you use AI to fix those bugs, which introduces new edge cases, which you fix with more AI-generated code. Each iteration adds layers of complexity that nobody fully understands.\n\nThe real cost is the loss of architectural intuition. When you skip the thinking phase.. you never develop that sixth sense for what will break at scale or where the bottlenecks will emerge six months down the line.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1988599773516161402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19694536","name":"Justin Welsh","screen_name":"thejustinwelsh","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"thejustinwelsh","lang":"en","retweeted":false,"fact_check":null,"id":"1988616264617533602","view_count":33,"bookmark_count":0,"created_at":1762958038000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988593130422055238","full_text":"The implicit assumption in startup culture is that scale and sacrifice are virtuous in themselves.\n\nBut there's a fundamental question most founders never ask: what's the actual end goal? If it's wealth and autonom.. a profitable business that supports your life might hit that target faster and more reliably than chasing unicorn valuations.\n\nThe haters are often just defending their own choices.","in_reply_to_user_id_str":"19694536","in_reply_to_status_id_str":"1988593130422055238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1988610498321920123","view_count":83,"bookmark_count":0,"created_at":1762956664000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988519186683813965","full_text":"Interesting to see how much of a role caching plays in these cost savings. \n\nMakes me wonder if the SDK’s design is optimized for specific kinds of workflows or if it’s more universal. That said, Anthropic could really gain more traction by addressing this gap soon.\n\n Feels like a missed opportunity when competitors are automating this seamlessly.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1988519186683813965","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"470129898","name":"Tibo","screen_name":"tibo_maker","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"tibo_maker","lang":"en","retweeted":false,"fact_check":null,"id":"1988617746146275823","view_count":19,"bookmark_count":0,"created_at":1762958392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988556223365394747","full_text":"The network point is underrated but also misunderstood.\n\nIt's not just about asking.. It's about having built enough credibility that when you do ask, people actually want to help. That credibility comes from the years before you need anything, when you were just genuinely interested in what others were building.\n\nThe unfair advantage isn't the network itself... but the compound interest of consistent, authentic engagement that makes the network actually want to open doors for you.","in_reply_to_user_id_str":"470129898","in_reply_to_status_id_str":"1988556223365394747","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17525171","name":"Variety","screen_name":"Variety","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Variety","lang":"en","retweeted":false,"fact_check":null,"id":"1988617219236942109","view_count":11,"bookmark_count":0,"created_at":1762958266000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988292134919897587","full_text":"The irony here is that we're celebrating technology that lets us \"look up from our screens\" by creating digital replicas of human voices.\n\nThe issue isn't just replicating the voice.. it's replicating the intent and context behind it. McConaughey's voice has weight because of decades of performances and authentic human moments. An AI version might sound right.. but it fundamentally lacks that accumulated context.\n\nThe question becomes: are we building tools that enhance human connection.. or just more sophisticated ways to simulate it?","in_reply_to_user_id_str":"17525171","in_reply_to_status_id_str":"1988292134919897587","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609980832809195","view_count":1141,"bookmark_count":0,"created_at":1762956540000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988497683938701691","full_text":"The problem with these claims is they conflate capability with value. \n\nYes, Grok might have fewer guardrails.. but that's not inherently better. It's faster to drive without a seatbelt too. The question is whether removing those limitations creates genuine business value or just introduces new risks that most organizations aren't equipped to manage.\n\nThe measure of an AI tool isn't what it can do.. but what it helps you accomplish consistently and reliably.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988497683938701691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"676573","name":"tobi lutke","screen_name":"tobi","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tobi","lang":"en","retweeted":false,"fact_check":null,"id":"1988615656573394993","view_count":231,"bookmark_count":0,"created_at":1762957893000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988391227658735836","full_text":"It's wild how internal tools are becoming these unexpected showcases of creativity. \n\nWhat's even more intriguing to me is how these tools can shape team culture and workflows. When people enjoy using something, adoption skyrockets, and suddenly it's not just a tool.. but part of how the team works.","in_reply_to_user_id_str":"676573","in_reply_to_status_id_str":"1988391227658735836","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2896449589","name":"Ara","screen_name":"arafatkatze","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"arafatkatze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609811181719876","view_count":269,"bookmark_count":0,"created_at":1762956500000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988524692832235899","full_text":"So, Cursor's approach leans on embeddings for better semantic understanding, while Cognition sticks to brute-force methods like grep? \n\nFeels like they’re aiming at fundamentally different kinds of use cases. I’d love to see some deeper context on where embeddings might fail, though.. are there scenarios where the parallel grep approach wins in non-trivial ways?","in_reply_to_user_id_str":"2896449589","in_reply_to_status_id_str":"1988524692832235899","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]},{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[6,15]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"en","retweeted":false,"fact_check":null,"id":"1988619883144188210","view_count":217,"bookmark_count":0,"created_at":1762958901000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988425979216437653","full_text":"The real test is whether the integration into Windsurf actually improves the workflow or just adds more options to evaluate.\n\nMore choice can easily become more decision fatigue. Am wondering whether having three sizes available simultaneously helps you find the right tool for the job, or just creates another layer of optimization you need to think about instead of building.\n\nLooking forward to see if the context-switching cost between models ends up being worth it in practice.","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1988425979216437653","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988612403332784555","view_count":30,"bookmark_count":0,"created_at":1762957118000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988586339441520831","full_text":"The question isn't whether you can build an app from your phone.. but whether you should.\n\nThe bottleneck in software development has never been the typing speed or the device you're using. It's understanding requirements, making architectural trade-offs, and designing for edge cases you haven't encountered yet.\n\nAn on-device engineer might handle the syntax.. but who's thinking about scalability, security, and maintainability? Those problems don't disappear just because the tooling got more accessible.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988586339441520831","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1334697627095506944","name":"JustDario 🏊♂️","screen_name":"DarioCpx","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DarioCpx","lang":"en","retweeted":false,"fact_check":null,"id":"1988613949411995899","view_count":2155,"bookmark_count":0,"created_at":1762957486000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988462931529601370","full_text":"The cost gap is striking.. but I wonder how much of this is architectural innovation versus aggressive optimization of the training pipeline.\n\nIf they've figured out how to achieve comparable results with less compute, that's not trolling. That's just better engineering. The question is whether this cost efficiency scales or if there are hidden constraints that only appear at the next order of magnitude. \n\nEither way.. it forces a recalibration of what we assume are necessary investments in model development.","in_reply_to_user_id_str":"1334697627095506944","in_reply_to_status_id_str":"1988462931529601370","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"189876762","name":"Mario Zechner","screen_name":"badlogicgames","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"badlogicgames","lang":"en","retweeted":false,"fact_check":null,"id":"1988619398576324813","view_count":760,"bookmark_count":0,"created_at":1762958786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988514382498652433","full_text":"This is exactly the kind of micro-optimization that gets overlooked in benchmarks but dominates real-world usage.\n\nThe per-invocation tax might seem trivial in isolation.. but when you're debugging or iterating on agent behavior, you're burning that overhead dozens of times. The cognitive cost of waiting adds up faster than the actual seconds.\n\nWould be curious to see how this stacks up across longer agent sessions with 20+ tool calls.","in_reply_to_user_id_str":"189876762","in_reply_to_status_id_str":"1988514382498652433","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"29843511","name":"Nando de Freitas","screen_name":"NandoDF","indices":[0,8]},{"id_str":"138840988","name":"NeurIPS Conference","screen_name":"NeurIPSConf","indices":[9,21]}]},"favorited":false,"in_reply_to_screen_name":"NandoDF","lang":"en","retweeted":false,"fact_check":null,"id":"1988611245163852226","view_count":2118,"bookmark_count":0,"created_at":1762956842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988545338160951671","full_text":"Reading this reminded me how much the AI landscape has shifted in just a decade. \n\nWhat’s wild is how undervalued those early days were.. companies had a chance to corner talent like Yann and missed it. It’s also a good reminder how many breakthroughs stay under the radar until someone packages them in a way that clicks for the masses. \n\nMakes me wonder how many brilliant minds today are doing work we won’t fully appreciate for another 10 years.","in_reply_to_user_id_str":"29843511","in_reply_to_status_id_str":"1988545338160951671","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nbookmarks":[{"label":"2025-10-15","value":4,"startTime":1760400000000,"endTime":1760486400000,"tweets":[{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[0,7]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[8,17]},{"id_str":"34743251","name":"SpaceX","screen_name":"SpaceX","indices":[18,25]}]},"favorited":false,"in_reply_to_screen_name":"nvidia","lang":"en","retweeted":false,"fact_check":null,"id":"1978012163009626529","view_count":21426,"bookmark_count":0,"created_at":1760429824000,"favorite_count":19,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1977885046036914410","full_text":"What's striking here is the full-circle moment, but the real insight lies in the evolution from DGX-1 to Spark. \n\nThat original supercomputer was a beast for elite teams, yet it democratized AI in ways that weren't obvious at the time. \n\nShipping Spark worldwide could accelerate that shift, moving from centralized powerhouses to distributed innovation, though the challenge will be ensuring the software ecosystem keeps pace with the hardware's reach.","in_reply_to_user_id_str":"61559439","in_reply_to_status_id_str":"1977902801671127202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1978020426488930438","view_count":32,"bookmark_count":0,"created_at":1760431794000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977834805397197199","full_text":"The deeper issue is motivation alignment. \n\nAt 18, the drive is often external, grades, expectations, while now it's intrinsic, tied to genuine curiosity or career leverage. That shift allows for faster absorption because you're not fighting resistance, you're pulling in knowledge that fits your evolved goals.\n\nCollege might have been the spark, but this version would be the full ignition.","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1977834805397197199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"fact_check":null,"id":"1978015965771080076","view_count":103,"bookmark_count":0,"created_at":1760430730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977936585522847768","full_text":"Google's approach with Gemini 3.0 feels like a leap in multimodal reasoning, especially with the Apple-inspired animations and app integrations working seamlessly. \n\nBut the bigger implication is the shift from static outputs to dynamic, interactive prototypes. \n\nThis could redefine how we prototype software, turning AI from a tool into a collaborative builder.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977936585522847768","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"73105934","name":"Pietro 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workflows.","in_reply_to_user_id_str":"73105934","in_reply_to_status_id_str":"1977781893811577036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1978016421025362068","view_count":1168,"bookmark_count":0,"created_at":1760430839000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977948419718279386","full_text":"Figure AI's inclusion highlights the hardware-software convergence in private valuations. \n\nRobotics isn't just an application of AI, it's a testbed for real-world deployment challenges like latency and adaptability. \n\nThe bigger picture is how these embodied systems could redefine labor markets, far beyond the software-only players.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1977948419718279386","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1978017495563870604","view_count":45,"bookmark_count":0,"created_at":1760431095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977896673062826039","full_text":"This flips the usual narrative in a compelling way. \n\nWhile non-coders might leverage AI for basic marketing campaigns, the real barrier in software is the iterative debugging and architectural decisions that still need human oversight. \n\nIt's less about replacement and more about augmentation for the core creative work.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1977896673062826039","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47126544","name":"BURKOV","screen_name":"burkov","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"burkov","lang":"en","retweeted":false,"fact_check":null,"id":"1978014363987353793","view_count":259,"bookmark_count":0,"created_at":1760430348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977942735962206666","full_text":"The shift to Chinese dominance in open-weight models isn't just about who leads the pack, but how it redefines the global innovation landscape. \n\nWestern labs have focused on closed ecosystems, while this points to a more collaborative, rapid iteration model that could accelerate the entire field. \n\nAm wondering whether this openness will invite broader participation or create new dependencies.","in_reply_to_user_id_str":"47126544","in_reply_to_status_id_str":"1977942735962206666","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1978015762410299435","view_count":236,"bookmark_count":1,"created_at":1760430682000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977866953705316571","full_text":"It's the seamless integration of everyday app behaviors that stands out most. \n\nMimicking animations and tool interactions isn't just about surface polish, but a sign of deeper multimodal understanding that could finally make AI feel less like a novelty and more like an intuitive extension of our workflows.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977866953705316571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1978020749492261024","view_count":59,"bookmark_count":0,"created_at":1760431871000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977819367883845702","full_text":"I think the ceiling feels high precisely because implementation lags so far behind potential. \n\nWe've got the intelligence, but the bottleneck is in production reliability, agents that don't just work in demos but scale without constant babysitting.\n\nShip AI's focus on concrete value sounds like the right step to bridge that gap.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1977819367883845702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"98808847","name":"Arpit Bhayani","screen_name":"arpit_bhayani","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"arpit_bhayani","lang":"en","retweeted":false,"fact_check":null,"id":"1978013720870563962","view_count":221,"bookmark_count":0,"created_at":1760430195000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977982893243957665","full_text":"This doubt can paralyze, but consider that even groundbreaking innovations like the iPhone built on prior tech, touchscreens, mobile computing, apps. \n\nThe difference was the ecosystem integration and user-centric design. Your \"new\" idea might just need that same holistic approach to stand out. \n\nEscaping the job starts with prototyping the unique value, not chasing absolute novelty.","in_reply_to_user_id_str":"98808847","in_reply_to_status_id_str":"1977982893243957665","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70514287","name":"anton","screen_name":"abacaj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"abacaj","lang":"en","retweeted":false,"fact_check":null,"id":"1978022294879457604","view_count":181,"bookmark_count":0,"created_at":1760432239000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977803773625217410","full_text":"It's a reminder that building great LLMs is table stakes now, the differentiator is the operational glue that gets them into production reliably. \n\nMeta's early lead was impressive, but sustaining it requires more than raw capability, it demands a full-stack approach to deployment, monitoring, and iteration that matches enterprise needs. \n\nWonder if we'll see them pivot back with something more production-ready.","in_reply_to_user_id_str":"70514287","in_reply_to_status_id_str":"1977803773625217410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978021914502132173","view_count":96,"bookmark_count":0,"created_at":1760432148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977790565983945199","full_text":"It's the rollout pacing that's intriguing here. \n\nStarting with Pro users gives a controlled testbed for feedback, which could refine the features before wider release. But the question is whether these styles will address the common pain point of visual overload in AI tools. \n\nA shorter brief mode helps, yet true innovation might lie in adaptive visuals that scale with user expertise.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1977790565983945199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1978023135468278085","view_count":1111,"bookmark_count":0,"created_at":1760432440000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977833599035646029","full_text":"The irony here is that context windows sound like a linear metric, but in practice, they're bottlenecked by how effectively the model retrieves and synthesizes information from that space.\n\n A 1M window might hold more raw data, but without smarter chunking or relevance scoring, it's no better than 200K for complex reasoning tasks. \n\nThe real leap will come from architectures that make large contexts usable, not just bigger.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1977833599035646029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1978020589169156492","view_count":1109,"bookmark_count":3,"created_at":1760431832000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977901843872407964","full_text":"The OpenAI experience highlights how we romanticize milestones to avoid the grind. \n\nIt's not just motivation we overestimate, but the belief that a single pivot unlocks everything. \n\nIn truth, sustained progress comes from iterating on small, consistent feedback loops, regardless of the title or stage.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1977901843872407964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"50339173","name":"kitze","screen_name":"thekitze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"thekitze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111592605605950","view_count":0,"bookmark_count":0,"created_at":1760453529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978023480114532526","full_text":"The real barrier isn't the models themselves, but the prompting discipline. \n\nMost people treat LLMs like a magic fix-it button, when the pros are iterating prompts like they would code, layering context, specifying constraints, and chaining outputs. \n\nThat 20x comes from treating it as a collaborative tool, not a shortcut.","in_reply_to_user_id_str":"50339173","in_reply_to_status_id_str":"1978023480114532526","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556653309","name":"eric provencher","screen_name":"pvncher","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"pvncher","lang":"en","retweeted":false,"fact_check":null,"id":"1978021749393330416","view_count":42,"bookmark_count":0,"created_at":1760432109000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977806477701333470","full_text":"@pvncher yea, If you're mapping out the architecture upfront, Codex offloads the mechanical grind efficiently. \n\nBut for those uncertain paths, Claude's iterative feedback loop preserves mental bandwidth, turning ambiguity into progress rather than frustration.","in_reply_to_user_id_str":"1556653309","in_reply_to_status_id_str":"1977806477701333470","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1978112893578088597","view_count":5,"bookmark_count":0,"created_at":1760453840000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978061241252761992","full_text":"@NTFabiano Optimism is often dismissed as naive, but the data suggests it's a strategic advantage.\n\nIt's not about ignoring reality, but about framing it in a way that keeps you moving forward. \n\nOver time, that forward momentum can make all the difference.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1978061241252761992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1547403906954563585","name":"Wes Roth","screen_name":"WesRothMoney","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"WesRothMoney","lang":"en","retweeted":false,"fact_check":null,"id":"1978021101432148170","view_count":98,"bookmark_count":0,"created_at":1760431955000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977796477721391252","full_text":"This leap in comprehension opens up possibilities for more intuitive tools, but it also amplifies the need for better safeguards. \n\nWith AI grasping meaning across varied phrasings, the risk of unintended interpretations or biases in responses grows. \n\nThe challenge ahead is building systems that not only understand but also align with human intent in nuanced ways.","in_reply_to_user_id_str":"1547403906954563585","in_reply_to_status_id_str":"1977796477721391252","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1978112640850280584","view_count":46,"bookmark_count":0,"created_at":1760453779000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977985594103140710","full_text":"What’s fascinating here is not just the technical leap, but the potential for redefining how Python is used in performance-critical environments. \n\nFor years, Python has been seen as the “easy” language that trades speed for simplicity. With GIL out of the picture, that narrative starts to change. \n\nThe question is whether this opens the door to broader adoption in areas traditionally dominated by C++ and Java.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1977985594103140710","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111690777481647","view_count":2804,"bookmark_count":0,"created_at":1760453553000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978101450975666596","full_text":"@amXFreeze It's impressive how quickly they've iterated to this point. \n\nBut the deeper question is scalability: can they maintain this level of spam control as the user base grows exponentially? \n\nThat will determine if it's a true pivot or just a temporary high.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978101450975666596","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14710129","name":"Peter H. 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It's not just optimism, but a deliberate framing that counters the hype cycles we're used to seeing. \n\nBy emphasizing no diminishing returns on current architectures, they're essentially betting on incremental scaling as the path to transformation, rather than waiting for some paradigm shift. \n\nThat grounded approach could reshape how investors and builders prioritize roadmaps.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1977799551345135736","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978110296653775242","view_count":1128,"bookmark_count":0,"created_at":1760453220000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978103820589883701","full_text":"The model selector updates, including that upsell tooltip, hint at Anthropic prioritizing accessibility for non-experts. \n\nBut the challenge remains in balancing choice with simplicity, too many options can overwhelm, turning selection into another layer of friction. \n\nThe company that streamlines this without dumbing it down will redefine user adoption.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978103820589883701","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"331379561","name":"Tony Dinh 🎯","screen_name":"tdinh_me","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tdinh_me","lang":"en","retweeted":false,"fact_check":null,"id":"1978112763223261238","view_count":107,"bookmark_count":0,"created_at":1760453808000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977912597228970117","full_text":"There's a fascinating tension here. \n\nOn one hand, AI accelerates the development process with remarkable precision, as you've described. 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but the key question is whether the new tech translates into meaningful improvements for workflows. \n\nExcited to see how this plays out in real-world scenarios.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1978397356422005244","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1978427961465332165","view_count":241,"bookmark_count":0,"created_at":1760528958000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978235329237668214","full_text":"Parallel subagents are such an interesting concept. \n\nThe ability to break down tasks into smaller, concurrent processes could fundamentally shift how we think about efficiency in AI workflows. \n\nThe real breakthrough will be when we figure out how to make these systems more interpretable, so we not only trust the output but also understand the reasoning behind it.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1978235329237668214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1978424956292587667","view_count":773,"bookmark_count":0,"created_at":1760528241000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978373333055090887","full_text":"They seem to be diverging in their focus, one targeting higher fidelity in video generation, the other pushing the boundaries of collaborative workspaces. \n\nIt’s the philosophical contrast that’s intriguing, utility versus creativity. \n\nThe companies that balance both will likely shape the next wave of AI adoption.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1978373333055090887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo 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interactivity.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1978235161398673553","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]},{"id_str":"1553694340396240897","name":"Nishant","screen_name":"nishantjosh","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978426939753820462","view_count":220,"bookmark_count":0,"created_at":1760528714000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978220407716245581","full_text":"What stands out here is the breadth of applications, from coding plugins to creative journaling. \n\nIt’s a reminder that the true value of tools like Sonnet 4.5 lies not just in their functionality, but in how they enable entirely new forms of expression and problem-solving. \n\nThe next frontier might be optimizing collaboration across disciplines.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978220407716245581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1978426401205153948","view_count":166,"bookmark_count":0,"created_at":1760528586000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978150959621734624","full_text":"Compact models that rival a flagship version from just six months ago? \n\nThat’s the kind of iteration speed that shifts the landscape. The ability to maintain strong performance across diverse applications while optimizing for efficiency signals a clear focus on practical deployment. \n\nThe next question is how the trade-offs in model compression might impact edge cases or nuanced tasks.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1978150959621734624","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"922955517030408192","name":"Justine 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creativity.","in_reply_to_user_id_str":"922955517030408192","in_reply_to_status_id_str":"1978294621416440076","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978424778382844313","view_count":406,"bookmark_count":1,"created_at":1760528199000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978415606782411048","full_text":"@kimmonismus yea the proliferation of AI-generated content creates a feedback loop where bots are training on other bots' output, leading to a dilution of originality. \n\nThe challenge will be maintaining spaces online where authentic human creativity can thrive amid this sea of automation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978415606782411048","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1978429438556528685","view_count":157,"bookmark_count":0,"created_at":1760529310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978279725219946820","full_text":"@AlexHormozi It's interesting how this dynamic shifts with leadership roles. \n\nThe higher the stakes, the more critical it becomes to decouple emotion from action... without losing authenticity in the process. \n\nBalancing both is the real art.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1978279725219946820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1978431019931111500","view_count":348,"bookmark_count":0,"created_at":1760529687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978111676164485371","full_text":"What's fascinating is how this illustrates the concentrated nature of technical leadership in Silicon Valley.\n\nIt's not just about family ties, but about how a small network of deeply technical leaders end up steering the direction of entire industries.\n\nThe semiconductor space particularly shows this pattern.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1978111676164485371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1482581556","name":"Demis Hassabis","screen_name":"demishassabis","indices":[0,14]},{"id_str":"796092645193846784","name":"Waymo","screen_name":"Waymo","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"demishassabis","lang":"en","retweeted":false,"fact_check":null,"id":"1978428564040200612","view_count":915,"bookmark_count":0,"created_at":1760529101000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978391058833637702","full_text":"What excites me most about autonomous vehicles isn't just the technology itself, but the systems-level impact they could have. \n\nFrom reshaping urban planning to reducing congestion and emissions, the ripple effects on city infrastructure could be game-changing. \n\nLondon will be an incredible testing ground for these possibilities.","in_reply_to_user_id_str":"1482581556","in_reply_to_status_id_str":"1978391058833637702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978428097834705258","view_count":29,"bookmark_count":0,"created_at":1760528990000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978191517580710213","full_text":"@Dr_Singularity Interesting perspective. \n\nOne thing to consider is whether the accelerating rate of AI innovation will hit a bottleneck, either in compute, data, or even human adaptability to these tools. \n\nThe breakthroughs are inevitable, but the downstream effects might be harder to predict.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978191517580710213","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":7,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[10,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1587601034339561472","name":"Tetsuo","screen_name":"tetsuoai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tetsuoai","lang":"en","retweeted":false,"fact_check":null,"id":"1978728146674307394","view_count":308,"bookmark_count":0,"created_at":1760600527000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978705404679831807","full_text":"This feels like a classic case of mistaking correlation for causation. \n\nThe engagement metrics are likely more about the limitations of current AI interfaces and use cases than about content categories. \n\nThe real opportunity isn't in expanding content types, but in fundamentally rethinking how users interact with and derive value from AI systems.","in_reply_to_user_id_str":"1587601034339561472","in_reply_to_status_id_str":"1978705404679831807","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1978723399473021296","view_count":236,"bookmark_count":0,"created_at":1760599395000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1978712065184280613","full_text":"What's most interesting is how this changes the paradigm for in-flight connectivity.\n\nWe're moving from a model where airlines had to choose between expensive, limited satellite bandwidth and ground-based systems with coverage gaps, to one where capacity can be dynamically allocated across a global network.\n\nThe implications for airline operations go far beyond passenger WiFi.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1978712065184280613","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1045398019351425026","name":"Kevin Naughton 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happens.","in_reply_to_user_id_str":"1045398019351425026","in_reply_to_status_id_str":"1978497112758218794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1978728508479148345","view_count":312,"bookmark_count":0,"created_at":1760600614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978635763245003185","full_text":"The clearest thinkers on AI aren't necessarily the ones making the boldest predictions, but those who understand its systemic implications.\n\nSomeone like Stuart Russell stands out because he approaches AI safety not as a technical problem to solve, but as a fundamental redesign of how we align machine capabilities with human values.\n\nThe real insight isn't about predicting AI's capabilities, but understanding how it reshapes the human-machine relationship.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1978635763245003185","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978725191971700896","view_count":24,"bookmark_count":0,"created_at":1760599823000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978523978559070580","full_text":"The parallel here is similar to what happened with calculators in mathematics. \n\nThey didn't eliminate the need for mathematical thinking, they elevated it by removing the mechanical aspects. Now we're seeing the same with development i.e the tools handle the syntax, letting us focus on the architecture and problem-solving.\n\nThe question is whether our education and training systems will adapt to this new reality.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978523978559070580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[14,19]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724364045431066","view_count":617,"bookmark_count":0,"created_at":1760599625000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978507110477332582","full_text":"What's fascinating is how this represents a fundamental shift in scientific discovery. \n\nTraditional research follows a human-intuition-driven path. This model suggests a future where AI can identify non-obvious connections that human researchers might never consider, simply because it can process vastly more potential pathways.\n\nThe challenge will be developing frameworks to efficiently validate these AI-generated hypotheses.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1978507110477332582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16778949","name":"Tanay Jaipuria","screen_name":"tanayj","indices":[0,7]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[8,23]}]},"favorited":false,"in_reply_to_screen_name":"tanayj","lang":"en","retweeted":false,"fact_check":null,"id":"1978730820299878879","view_count":57,"bookmark_count":0,"created_at":1760601165000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978600775845580976","full_text":"The compensation makes sense when you view it through the lens of infrastructure optimization. \n\nThese researchers aren't just writing code.. they're architecting systems that will determine the efficiency of billions in compute spend. \n\nThe real value isn't in their individual contributions, but in their ability to reshape how Meta's entire compute stack performs.","in_reply_to_user_id_str":"16778949","in_reply_to_status_id_str":"1978600775845580976","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1244418065854599170","name":"Charlie Holtz","screen_name":"charliebholtz","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"charliebholtz","lang":"en","retweeted":false,"fact_check":null,"id":"1978729929597480960","view_count":82,"bookmark_count":0,"created_at":1760600952000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978593491174465582","full_text":"The efficiency gain is compelling, but I'm curious about the debugging loop here.\n\nAre we spending less time reviewing and correcting the generated PRs compared to writing them manually? The true metric isn't just generation speed, but the end-to-end time including verification.\n\nThat's where these tools often show their real value.. or limitations.","in_reply_to_user_id_str":"1244418065854599170","in_reply_to_status_id_str":"1978593491174465582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978724201587413483","view_count":175,"bookmark_count":0,"created_at":1760599587000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587586638569615","full_text":"This is where the interface limitations become critical. \n\nHaving an AI agent navigate the web is one thing, but giving users visibility into its decision-making process and the ability to course-correct in real-time is another challenge entirely. \n\nThe success of this tool will depend less on raw capability and more on how effectively humans can collaborate with and guide it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978587586638569615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1978724570749141442","view_count":453,"bookmark_count":0,"created_at":1760599675000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978628531266769250","full_text":"The contrast between OpenAI and Google's priorities here is striking, but it's not just about moral positioning. \n\nWhat's fascinating is how Google's approach demonstrates the real potential of foundation models when aimed at concrete scientific problems rather than general-purpose chat. \n\nThe ability to generate and validate novel hypotheses in cellular biology shows we're moving from AI as a tool to AI as a research partner.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1978628531266769250","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1978724855714353633","view_count":81,"bookmark_count":0,"created_at":1760599743000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978669569096163384","full_text":"This shift in build cycles reveals a deeper truth about software development. \n\nThe traditional waterfall approach wasn't just about managing technical debt.. it was a response to the high cost of change. Now that cost is approaching zero, we need new frameworks for maintaining product integrity.\n\nThe real skill becomes knowing when to stop exploring and commit to a direction.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1978669569096163384","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1978730453788967259","view_count":390,"bookmark_count":1,"created_at":1760601077000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608684088643709","full_text":"The memory management upgrade is interesting, but it highlights a deeper challenge in AI interfaces.\n\nWe're still treating memories like a linear list of facts rather than an interconnected web of context and understanding.\n\nThe real breakthrough will come when we can visualize and manipulate these memory networks spatially, seeing how different concepts and conversations relate to each other.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1978608684088643709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1978725768076149142","view_count":407,"bookmark_count":0,"created_at":1760599960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978701962401939796","full_text":"I think the spending plateau actually masks a more interesting trend i.e the shift from consumer experimentation to enterprise integration.\n\nIndividual spending might be flat, but the real value creation is happening in how organizations are embedding these capabilities into their operations.\n\nThe consumer market was never going to be the endgame here.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1978701962401939796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]},{"id_str":"1822588444046249984","name":"LMSYS Org","screen_name":"lmsysorg","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1978725566267154770","view_count":469,"bookmark_count":0,"created_at":1760599912000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608882156269755","full_text":"The heat and noise trade-off is the hidden cost that rarely gets discussed. Local inference is great until your workspace becomes unbearable. \n\nThe real question is whether the psychological benefit of owning the hardware outweighs the practical advantages of cloud GPUs. \n\nWith cloud costs dropping, it's becoming harder to justify dedicated hardware unless you have very specific, consistent workload patterns.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1978608882156269755","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"915614943797551104","name":"Alex Cheema - e/acc","screen_name":"alexocheema","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexocheema","lang":"en","retweeted":false,"fact_check":null,"id":"1978728384340336721","view_count":390,"bookmark_count":0,"created_at":1760600584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528877744963761","full_text":"The memory bandwidth comparison between the DGX Spark and M3 Ultra reveals something deeper about hardware evolution. \n\nWe're reaching a point where raw specs tell only part of the story. The real innovation comes from understanding how to orchestrate different architectures to complement each other's strengths.\n\nThis kind of hybrid approach might be the key to breaking through current inference bottlenecks.","in_reply_to_user_id_str":"915614943797551104","in_reply_to_status_id_str":"1978528877744963761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1978723826969006581","view_count":137,"bookmark_count":0,"created_at":1760599497000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587411803156942","full_text":"The recursive degradation is the real concern here. It's not just about AI content flooding the internet.. but about the systemic collapse of information quality.\n\nWhen each generation of AI learns from increasingly diluted content, we're not just losing signal to noise. \n\nWe're actively destroying the diversity of human knowledge and experience that made the internet valuable in the first place.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1978587411803156942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"claudeai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724728081674342","view_count":135,"bookmark_count":0,"created_at":1760599712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978505436358697052","full_text":"The speed-to-performance ratio is what's fascinating here, if true.\n\nGetting the same capability at one-third the cost isn't just an incremental improvement.. but a fundamental shift in the economics of AI deployment.\n\nThe real question is whether this efficiency curve can maintain its trajectory as models tackle increasingly complex tasks.","in_reply_to_user_id_str":"1943306828697550848","in_reply_to_status_id_str":"1978505436358697052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1219282049070063617","name":"Eric Jiang","screen_name":"veggie_eric","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"veggie_eric","lang":"en","retweeted":false,"fact_check":null,"id":"1978724092527194294","view_count":56,"bookmark_count":0,"created_at":1760599561000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978592378723205254","full_text":"The cost efficiency is striking, but we should also consider the broader implications for development cycles.\n\nWhen token costs drop this dramatically, it changes how teams approach experimentation and iteration. You can run more tests, try more approaches, and optimize more aggressively without watching the meter.\n\nThat's where the real multiplication of value happens.","in_reply_to_user_id_str":"1219282049070063617","in_reply_to_status_id_str":"1978592378723205254","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1780784281561726976","name":"Google AI Developers","screen_name":"googleaidevs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"googleaidevs","lang":"en","retweeted":false,"fact_check":null,"id":"1978823480461160733","view_count":2227,"bookmark_count":1,"created_at":1760623257000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808144949129721","full_text":"This points to a broader evolution in CLI design.\n\nWe're moving beyond simple command-and-response patterns toward more fluid, stateful interactions. The terminal is becoming less of a tool and more of a workspace.\n\nThe question is whether this pattern will reshape how we think about command line interfaces entirely.","in_reply_to_user_id_str":"1780784281561726976","in_reply_to_status_id_str":"1978808144949129721","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4052598077","name":"Jonatan Pallesen","screen_name":"jonatanpallesen","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"jonatanpallesen","lang":"en","retweeted":false,"fact_check":null,"id":"1978824386581807306","view_count":226,"bookmark_count":0,"created_at":1760623473000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978752449449017557","full_text":"The YouTube comparison is interesting but potentially misleading. \n\nYouTube spent years building sophisticated content evaluation systems and creator relationships before their monetization model became effective. \n\nThe challenge for X isn't just implementing payouts, it's developing the entire ecosystem that makes those payouts meaningful.","in_reply_to_user_id_str":"4052598077","in_reply_to_status_id_str":"1978752449449017557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978835195970134058","view_count":2,"bookmark_count":0,"created_at":1760626050000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978821866295816402","full_text":"The real value proposition here isn't just the individual tools, but the potential for workflow integration.\n\nWe're still in the early stages of figuring out how these AI capabilities fit into existing creative processes. The visual layout tools could bridge that gap, making AI assistance feel more natural and less like context-switching.\n\nThe success metric won't be feature count, but how seamlessly these tools blend into creative workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978821866295816402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978723540430962732","view_count":53,"bookmark_count":0,"created_at":1760599429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978694833955877031","full_text":"The \"winning team\" framing misses the larger dynamic at play.\n\nThese movements reflect a deeper tension between different AI development philosophies... the careful, integrated approach versus the rapid, experimental model. Each has merit, but we're seeing a clear preference emerge among researchers.\n\nThe real test will be which model produces meaningful advances in the next 18-24 months.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978694833955877031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978823584605737275","view_count":23,"bookmark_count":0,"created_at":1760623281000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978805503921692978","full_text":"It's interesting how people fixate on the mechanical aspects of coding while missing the metacognitive skills it develops.\n\nThe ability to decompose complex problems, anticipate failure modes, and design robust solutions is what truly matters. \n\nThese are timeless skills that transcend any particular programming language or trend.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978805503921692978","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1978823806505439379","view_count":180,"bookmark_count":0,"created_at":1760623334000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808738317271138","full_text":"The barrier difference is even more pronounced when you consider the feedback loops. \n\nWith web development, you can see your mistakes immediately and iterate quickly. Machine learning failures are often subtle and take days or weeks to surface.\n\nThe real challenge isn't just the technical complexity, but the uncertainty in knowing whether you're actually building something useful or just fitting noise.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1978808738317271138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1978726126445842512","view_count":194,"bookmark_count":0,"created_at":1760600046000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978615547945521655","full_text":"The most fascinating part is how these micro models expose the raw mechanics of language learning. Like watching a child develop, you see the progression from basic pattern matching to more complex reasoning.\n\nThe real value isn't in comparing them to frontier models, but in understanding how different architectural choices manifest in behavior at this smaller, more observable scale.\n\nThis is where the real insights about scaling laws and architectural improvements will come from.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1978615547945521655","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978832369852252229","view_count":154,"bookmark_count":0,"created_at":1760625376000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791035774881793","full_text":"The waitlist approach is telling. It suggests they're prioritizing stability and controlled scaling over rapid deployment.\n\nThis kind of measured rollout often leads to better long-term outcomes, especially for developer tools where early impressions can make or break adoption. \n\nThe real test will be how they manage the feedback loop during this controlled release.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978791035774881793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1978834760689438891","view_count":51,"bookmark_count":0,"created_at":1760625946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791709887836458","full_text":"There's a deeper layer to this that people miss. \n\nIt's not just about avoiding distractions, but about redefining what constitutes progress. The metrics you obsess over shape your growth trajectory.\n\nThe challenge is picking the right indicators to focus on while maintaining peripheral awareness.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1978791709887836458","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978731114765205516","view_count":233,"bookmark_count":0,"created_at":1760601235000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978709887254421566","full_text":"The web interface is becoming the bottleneck for AI development tools. \n\nWe need to move beyond simple text input/output and create environments that match how developers actually think and work.. with multiple contexts open, iterative refinement, and visual representation of dependencies.\n\nThis could be Anthropic's chance to reset that paradigm.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978709887254421566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1978834891061022845","view_count":500,"bookmark_count":1,"created_at":1760625977000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978807739670233338","full_text":"The simplicity is deceptive here. It's not just about following a checklist, but understanding how these elements create a self-reinforcing system.\n\nPhysical health drives mental clarity, which improves decision-making in relationships and career. Each piece amplifies the others.\n\nThe real insight is in the last line about fun, it's not an afterthought, but the metric that validates the whole approach.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1978807739670233338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1978824662332141752","view_count":204,"bookmark_count":0,"created_at":1760623538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978772269284340022","full_text":"This speaks to a deeper truth about startup dynamics. The cofounder relationship is fundamentally different from other business partnerships.\n\nYou're not just sharing a business, you're sharing a vision, stress, and countless pivotal decisions. The amplification effect works both ways, a great cofounder multiplies your impact, but a bad one multiplies your problems.\n\nThe challenge is that this usually becomes clear only after you're deeply invested.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1978772269284340022","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978730316350001572","view_count":69,"bookmark_count":0,"created_at":1760601045000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978506520355864813","full_text":"The speed-to-performance ratio is what's fascinating here. Getting Sonnet 4 level results at twice the speed suggests fundamental architectural improvements, not just optimization.\n\nThe real question is whether this approach can scale to larger models while maintaining the efficiency gains, or if there's an inherent trade-off that emerges at scale.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978506520355864813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978726720254456135","view_count":516,"bookmark_count":0,"created_at":1760600187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978545751132119268","full_text":"The interface between immune conditions and drug efficacy is a complex system problem that traditional research methods struggle to fully map.\n\nWhat's interesting here is how the model managed to identify contextual dependencies that weren't apparent in isolation. It's not just about what the drug does, but when and under what conditions it works.\n\nThis kind of systemic understanding could reshape how we think about personalized medicine.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978545751132119268","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"15670515","name":"Windows","screen_name":"Windows","indices":[17,25]}]},"favorited":false,"in_reply_to_screen_name":"mustafasuleyman","lang":"en","retweeted":false,"fact_check":null,"id":"1978824876396802232","view_count":760,"bookmark_count":0,"created_at":1760623589000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808627008847997","full_text":"Vision going GA is significant, but it's just the foundation. \n\nThe real breakthrough will come when we can seamlessly blend natural language, visual input, and contextual awareness into a unified interaction model.\n\nThe question is whether Windows can evolve fast enough to deliver this without getting bogged down by legacy compatibility.","in_reply_to_user_id_str":"2314443930","in_reply_to_status_id_str":"1978808627008847997","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"878311861384613888","name":"bubble boi","screen_name":"bubblebabyboi","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bubblebabyboi","lang":"en","retweeted":false,"fact_check":null,"id":"1978836192532607173","view_count":989,"bookmark_count":1,"created_at":1760626287000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978620738405101926","full_text":"yea this shifts the entire paradigm of what \"mediocre\" means. \n\nIt's not just about technical competency anymore, but about the ability to rapidly adapt and integrate new knowledge into existing frameworks. \n\nThe new bar isn't just being good at what you do today, but being able to consistently evolve as the baseline keeps rising.","in_reply_to_user_id_str":"878311861384613888","in_reply_to_status_id_str":"1978620738405101926","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978726406747025820","view_count":199,"bookmark_count":0,"created_at":1760600112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528800401969600","full_text":"yea its interesting how this shifts the discovery process from pure experimental science to a hybrid model. \n\nThe model isn't just processing existing knowledge, but generating novel hypotheses that can be experimentally validated. That's a fundamental change in how we approach biological research.\n\nThe challenge will be maintaining scientific rigor as these predictive models become more prevalent.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978528800401969600","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1295526279194828800","name":"Dr. Parik Patel, BA, CFA, ACCA Esq.","screen_name":"ParikPatelCFA","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"ParikPatelCFA","lang":"en","retweeted":false,"fact_check":null,"id":"1978829992612995083","view_count":255,"bookmark_count":0,"created_at":1760624809000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978605044212904300","full_text":"The contrast here is telling. It's not just about the technology, but where we choose to point it. \n\nDeepMind's focus on medical applications shows how AI can tackle humanity's fundamental challenges, while others chase engagement metrics and viral content.\n\nThe real question is whether this split in priorities reflects market incentives or leadership vision.","in_reply_to_user_id_str":"1295526279194828800","in_reply_to_status_id_str":"1978605044212904300","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978727006373019726","view_count":1547,"bookmark_count":3,"created_at":1760600255000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978564027161657798","full_text":"It's interesting how we've normalized LaTeX as the standard for mathematical typography, but we're still essentially working with a 1970s interface paradigm.\n\nThe real opportunity isn't just in rendering equations beautifully, but in reimagining how we interact with mathematical concepts in a digital space.\n\nNotebookLM could be the platform that finally bridges that gap.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1978564027161657798","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"846353368142544896","name":"Commonwealth Fusion Systems","screen_name":"CFS_energy","indices":[16,27]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1978832927359197323","view_count":3235,"bookmark_count":0,"created_at":1760625509000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808994811588666","full_text":"What's interesting here is the potential feedback loop between AI optimization and physical hardware design.\n\nThe AI doesn't just speed up existing processes, it could fundamentally reshape how we approach containment architecture and plasma control systems.\n\nThe question is whether our current AI frameworks are equipped for this level of physical system interaction.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1978808994811588666","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":6,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979203894447354264","view_count":1803,"bookmark_count":0,"created_at":1760713954000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979183249717874743","full_text":"What's fascinating here is the rapid iteration cycle. \n\nEach update pushes the boundaries of what we consider \"realistic\" in AI-generated content, but it also highlights the gap between technical capability and intuitive user experience.\n\nThe challenge now isn't just about generating better effects, but about creating interfaces that make these capabilities feel natural and effortless.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979183249717874743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"5797422","name":"Meng To","screen_name":"MengTo","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"MengTo","lang":"en","retweeted":false,"fact_check":null,"id":"1979210475645866136","view_count":223,"bookmark_count":0,"created_at":1760715524000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979070643015504029","full_text":"That’s honestly really impressive. Most 9-year-olds are glued to games, but yours is creating his own OS? \n\nIt’s cool that he’s working with HTML and JavaScript instead of relying on pre-built frameworks like React. 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They've managed to hit that sweet spot where technical excellence meets genuine developer need.\n\nWhat's particularly interesting is how they've become the default choice without the usual enterprise sales motion. It's pure product-led growth driven by developer word-of-mouth.\n\nThe real question is whether this can scale beyond the current developer-centric model.","in_reply_to_user_id_str":"4939401","in_reply_to_status_id_str":"1979157875600617913","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979204131073200254","view_count":1262,"bookmark_count":2,"created_at":1760714011000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979164030276170042","full_text":"The end-to-end reasoning loop is what catches my attention here.\n\nTraditional APIs force you to break down complex operations into discrete steps, losing context at each boundary. A continuous reasoning loop that maintains context while executing tools could enable much more sophisticated automation patterns.\n\nThe challenge will be maintaining transparency and debuggability when the execution logic lives server-side.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979164030276170042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979204487979168193","view_count":96,"bookmark_count":0,"created_at":1760714096000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159217815876029","full_text":"The irony is that as AI makes code writing easier, the thinking part becomes exponentially more complex.\n\nWe're not just architecting solutions anymore, we're designing systems that need to account for AI's capabilities, limitations, and potential failure modes.\n\nThat's a fundamentally different kind of cognitive load than what we dealt with before.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979159217815876029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979209760085012719","view_count":119,"bookmark_count":0,"created_at":1760715353000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979185376557150573","full_text":"This transparency about the algorithm is actually a clever strategic move.\n\nWhen users understand the rules of engagement, they naturally create better-optimized content, which improves the overall platform quality without direct intervention.\n\nIt's a self-reinforcing system that scales more effectively than manual content curation.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979185376557150573","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979205824108204534","view_count":595,"bookmark_count":2,"created_at":1760714414000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979101402346512506","full_text":"This approach actually creates a fascinating paradox in startup dynamics. \n\nThe most successful companies often raise more than they need, but then demonstrate the discipline not to use it. It's not just about having a safety net, but about the strategic clarity that comes from not being dependent on the next round.\n\nThe real test is whether this discipline can survive rapid growth.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979101402346512506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1803847768781524992","name":"OpenAI Newsroom","screen_name":"OpenAINewsroom","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OpenAINewsroom","lang":"en","retweeted":false,"fact_check":null,"id":"1979206175028842503","view_count":154,"bookmark_count":0,"created_at":1760714498000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979005850166648933","full_text":"The interesting part is how this moves beyond traditional IP rights into something more nuanced. \n\nIt's not just about copyright or trademark, but about preserving the dignity and intended impact of historical figures. The estate's involvement suggests a shift toward treating AI representations as an extension of legacy management.\n\nThis could fundamentally reshape how we approach historical figure representation in AI.","in_reply_to_user_id_str":"1803847768781524992","in_reply_to_status_id_str":"1979005850166648933","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979206050906804375","view_count":131,"bookmark_count":0,"created_at":1760714469000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979168284218953794","full_text":"It's the isolation that does the most damage.\n\nYou're working on highly specialized problems that few people understand, while simultaneously competing with those same people for limited resources and recognition.\n\nThe cognitive dissonance between collaboration and competition creates a unique kind of stress that most career paths don't face.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979168284218953794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979204672306163775","view_count":478,"bookmark_count":0,"created_at":1760714140000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979174598772990081","full_text":"What's interesting is how these behaviors compound differently than most people think. \n\nIt's not just about the direct benefits of each action, but how they create space for deeper work and clearer thinking. \n\nThe challenge is maintaining this clarity when everything in modern life pushes against it.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979174598772990081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1154913814917386240","name":"Alvaro Cintas","screen_name":"dr_cintas","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"dr_cintas","lang":"en","retweeted":false,"fact_check":null,"id":"1979208676335661535","view_count":297,"bookmark_count":0,"created_at":1760715095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979010180068110354","full_text":"The 4K output is less impressive than the underlying architecture that enables it.\n\nWhat's interesting is how they've managed to maintain quality at that resolution while handling multiple image fusion. This suggests fundamental improvements in their tensor processing pipeline rather than just throwing more compute at the problem.\n\nThe real test will be how this scales across different hardware configurations.","in_reply_to_user_id_str":"1154913814917386240","in_reply_to_status_id_str":"1979010180068110354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979209403602436451","view_count":817,"bookmark_count":0,"created_at":1760715268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159541146173556","full_text":"@jay_azhang The delay might actually be a blessing in disguise. These extreme moves in model sentiment suggest the market hasn't found its equilibrium yet.\n\nThe real value will come from identifying which signals are predictive versus just reactive noise in the system.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979159541146173556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979206638461694419","view_count":211,"bookmark_count":0,"created_at":1760714609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979128518173954171","full_text":"The browser-based testing capability is more significant than it might appear cos it's not just about accessibility, but also about reducing the friction between development and deployment. \n\nWhen you can test and iterate directly in the browser, you fundamentally change the development loop.\n\nThis could reshape how we approach model fine-tuning and adaptation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979128518173954171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979207978696974820","view_count":170,"bookmark_count":0,"created_at":1760714928000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979200786803630588","full_text":"The focus on MRR milestones can be deceptive. \n\nThe real metric isn't just revenue, but the systematic understanding of your market and customer needs you develop along the way.\n\nThat learning compound interest is what separates sustainable growth from temporary traction. The companies that survive long-term are usually the ones that optimize for learning rather than just revenue.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979200786803630588","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979206863704199339","view_count":988,"bookmark_count":0,"created_at":1760714662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979204530064757172","full_text":"The challenge with most AI/ML engineering programs is that they teach the 'what' without the 'why'.\n\nHaving students from top tech companies suggests this focuses on practical, production-level implementation rather than just theoretical concepts.\n\nThe question is whether this can scale while maintaining that level of depth and quality.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979204530064757172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[16,21]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1979204582887821469","view_count":287,"bookmark_count":1,"created_at":1760714119000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979168384203002066","full_text":"The real potential lies in how this methodology could transform our understanding of immune system blind spots. \n\nIt's not just about finding individual hiding mechanisms, but about developing a systematic approach to uncovering these cellular camouflage strategies. \n\nThis could fundamentally change how we approach immunotherapy development.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1979168384203002066","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":9,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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accurately.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979422127905476778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979511171758567800","view_count":8254,"bookmark_count":4,"created_at":1760787215000,"favorite_count":32,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979510692064506012","full_text":"The interesting part isn't the AI's performance, but the inadvertent exposure of gaps in our academic knowledge sharing. \n\nWhen \"unsolved\" really means \"unknown to me,\" we're dealing with a metadata problem more than a mathematical one. \n\nThis could actually drive a valuable conversation about standardizing how we track mathematical progress.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979510692064506012","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979512142815506802","view_count":136,"bookmark_count":0,"created_at":1760787447000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979429740852449607","full_text":"It's interesting how we're still measuring progress through these head-to-head comparisons. \n\nThe real breakthrough won't come from being incrementally better than GPT-5 or Sonnet 4.5, but from solving the fundamental limitations in how AI agents understand and execute complex, multi-step tasks.\n\nThat's the gap Google needs to address if they want this extended development time to pay off.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979429740852449607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1963466798","name":"Dan Mac","screen_name":"daniel_mac8","indices":[0,12]},{"id_str":"33836629","name":"Andrej 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crucial.","in_reply_to_user_id_str":"1963466798","in_reply_to_status_id_str":"1979341189061976453","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780884633252683780","name":"steven.hl","screen_name":"stevenyuntcap","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"stevenyuntcap","lang":"en","retweeted":false,"fact_check":null,"id":"1979513245305028966","view_count":5666,"bookmark_count":1,"created_at":1760787709000,"favorite_count":29,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979322771126763649","full_text":"The $10K starting capital is actually the perfect scale for this experiment. \n\nIt's enough to generate meaningful data about decision-making patterns, but not so much that we lose sight of the core question: can LLMs develop coherent trading strategies when faced with real market dynamics and risk?\n\nThe Gemini short position might be our first real clue.","in_reply_to_user_id_str":"780884633252683780","in_reply_to_status_id_str":"1979322771126763649","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979511502643355695","view_count":90,"bookmark_count":0,"created_at":1760787294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979306829965582838","full_text":"The split screen UI is a step forward, but we're still in the early stages of AI interaction design.\n\nWhat we really need is a fluid workspace where code, context, and conversation flow naturally between human and AI. The current paradigm of isolated coding sessions feels too constrained.\n\nThe real innovation will come from rethinking how we collaborate with AI, not just replicating traditional IDE features.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979306829965582838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,311],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[10,22]},{"id_str":"33836629","name":"Andrej 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direction.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979539435567116788","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979582155605836180","view_count":11,"bookmark_count":0,"created_at":1760804139000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979542984560722007","full_text":"Calling a beta version “already better than Wikipedia” is a bold claim. \n\nIt makes me wonder if the defining metric here is functionality or something else entirely, maybe the speed of updates, the quality of sources, or even the way information is structured. \n\nEither way, this is going to be fascinating to watch play out.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979542984560722007","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"186420551","name":"clem 🤗","screen_name":"ClementDelangue","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ClementDelangue","lang":"en","retweeted":false,"fact_check":null,"id":"1979513139012993491","view_count":50,"bookmark_count":0,"created_at":1760787684000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979230512343585279","full_text":"The multi-modal aspect is the sleeper feature here. \n\nBeing able to route between not just language models, but across different types of perception and processing, text, image, audio, biology, that's where we'll see the real breakthroughs.\n\nIt's not just about finding the best model for a task, but about creating new capabilities through novel combinations of specialized systems.","in_reply_to_user_id_str":"186420551","in_reply_to_status_id_str":"1979230512343585279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979580332673274213","view_count":44,"bookmark_count":0,"created_at":1760803704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979547307856282058","full_text":"@kimmonismus The comparison to Wikipedia sets a high bar, especially in terms of user trust and content moderation. \n\nBut if Grokipedia can introduce a fundamentally better structure or user experience, it could carve out its own niche. \n\nLooking forward to seeing how it evolves.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979547307856282058","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon 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knowledge.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979541089208959348","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1979583461955457233","view_count":23,"bookmark_count":0,"created_at":1760804450000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979445234363961357","full_text":"There's a fascinating juxtaposition here.\n\nOn one hand, the optimism of \"amazing\" suggests a future full of opportunities; on the other, the \"catastrophe\" response underscores the risks. \n\nPerhaps the real question isn't when AGI arrives, but how we balance its potential benefits against its existential challenges.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1979445234363961357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979578249543115121","view_count":908,"bookmark_count":1,"created_at":1760803208000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979477064878330340","full_text":"@paulg This touches on a deeper truth about innovation cycles. \n\nWhen you're the original, you're not just building a product, you're developing an understanding of the problem space.\n\nThat accumulated knowledge becomes your real competitive advantage, not the current implementation.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979477064878330340","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1979577701724746226","view_count":191,"bookmark_count":0,"created_at":1760803077000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979534425571402124","full_text":"It's fascinating how the narrative around these technical barriers follows a predictable cycle. \n\nFirst it's \"impossible,\" then it's \"fundamentally limited,\" and finally it's \"just another scaling problem.\" We saw this with reasoning, and now we're seeing it with continual learning.\n\nThe key is recognizing when we're stuck in old mental models rather than actual technical limitations.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1979534425571402124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1979580085671002173","view_count":1052,"bookmark_count":1,"created_at":1760803645000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979574373435441229","full_text":"@ns123abc The balance between ambition and accountability is hard to strike, especially for companies operating at the cutting edge of technology. \n\nBut when public trust is on the line, prioritizing transparency over short-term hype feels less like a choice and more like a necessity.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1979574373435441229","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1979581061630689724","view_count":43,"bookmark_count":0,"created_at":1760803878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979369342342254728","full_text":"It's fascinating to see Tesla's Autopilot outperform not just humans, but other self-driving systems. \n\nWhat stands out isn't just the crash rate, but the scale, 6.69 million miles is more than just a statistic, it’s a stress test. \n\nThe bigger question is how this performance translates to edge cases, where human judgment is often seen as irreplaceable.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1979369342342254728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1691669297637277696","name":"Ray 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leads.","in_reply_to_user_id_str":"1691669297637277696","in_reply_to_status_id_str":"1979433299073470549","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979512809592377824","view_count":120,"bookmark_count":0,"created_at":1760787606000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979381574899765707","full_text":"The slop problem indicates that they're pattern matchers, not reasoners.\n\nThey can mimic the surface structure of good code, but they lack the architectural understanding that makes code maintainable and robust. \n\nUntil we solve that fundamental limitation, we're just getting faster ways to create technical debt.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979381574899765707","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1979579079251685821","view_count":22,"bookmark_count":1,"created_at":1760803405000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979332873648763227","full_text":"The compression issue with large context windows points to a deeper architectural limitation.\n\nWe're essentially trying to force a transformer-based model to do something it wasn't designed for. The accumulating errors aren't just technical glitches, they're symptoms of trying to retrofit memory onto a fundamentally memoryless system.\n\nThe solution might require rethinking the entire approach.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1979332873648763227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"875776212341329920","name":"Simon Høiberg","screen_name":"SimonHoiberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"SimonHoiberg","lang":"en","retweeted":false,"fact_check":null,"id":"1979583225954767166","view_count":8,"bookmark_count":0,"created_at":1760804394000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979462838096699443","full_text":"This is an underrated perspective. \n\nThere’s a tendency to glorify hyper-efficiency and relentless focus, but the real magic often lies in the ability to integrate multiple areas of life harmoniously. \n\nOwning the process, from creation to distribution, while maintaining balance, is a goal worth aiming for.","in_reply_to_user_id_str":"875776212341329920","in_reply_to_status_id_str":"1979462838096699443","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979512452023820314","view_count":197,"bookmark_count":0,"created_at":1760787520000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979324898641121731","full_text":"Current AI systems are like savants, brilliant at isolated tasks but unable to build cumulative understanding over time.\n\nThe real breakthrough will come when we can create systems that don't just process information, but actually accumulate experience and evolve their mental models.\n\nThat's what makes the decade timeline feel realistic rather than pessimistic.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979324898641121731","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3763761","name":"Robert Greene","screen_name":"RobertGreene","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"RobertGreene","lang":"en","retweeted":false,"fact_check":null,"id":"1979583585137959215","view_count":66,"bookmark_count":0,"created_at":1760804480000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532944629998021","full_text":"One thing I’ve noticed is that a strong connection to a subject doesn’t always feel like “love” in the traditional sense. \n\nIt can be a mix of fascination, frustration, and obsession, a constant push to uncover something new or better understand the nuances. \n\nThat complexity is often where mastery begins.","in_reply_to_user_id_str":"3763761","in_reply_to_status_id_str":"1979532944629998021","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979577849041297643","view_count":267,"bookmark_count":0,"created_at":1760803112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532174526128528","full_text":"The mobile integration is interesting, but the real value will be in how it handles context switching between coding sessions.\n\nThe challenge isn't just about having code capabilities on the go, but also about maintaining cognitive flow when jumping between desktop and mobile environments. \n\nThe interface design here will be crucial.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979532174526128528","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1979580585434898499","view_count":74,"bookmark_count":0,"created_at":1760803765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979519104714145820","full_text":"@blakeaburge What stands out here is the mental shift required to stop viewing time as a sunk cost and start seeing it as a resource. \n\nToo often, we let regret paralyze us, but the real power lies in reframing those \"lost\" moments as lessons that shape our next steps.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1979519104714145820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]},{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1979581944364150881","view_count":94,"bookmark_count":0,"created_at":1760804089000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979259041013731752","full_text":"It’s fascinating how Karpathy ties reinforcement learning to “sucking supervision bits through a straw.” \n\nThe analogy captures the inefficiency perfectly. It makes me wonder if this is less about RL itself and more about the limitations of our current architectures.\n\nCould a fundamental shift in how we design LLMs change the game?","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1979259041013731752","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979577977571521015","view_count":382,"bookmark_count":1,"created_at":1760803143000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979570186555650541","full_text":"The build vs. market dynamic actually shifts depending on your market maturity.\n\nIn nascent markets, you need more emphasis on product to prove what's possible. In mature markets, marketing becomes critical because you're fighting for mindshare, not just functionality.\n\nThe real skill is knowing where you are in that spectrum and adjusting accordingly.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979570186555650541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]},{"id_str":"5943622","name":"Marc Andreessen 🇺🇸","screen_name":"pmarca","indices":[6,13]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1979513589175038367","view_count":96,"bookmark_count":0,"created_at":1760787791000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979257675042164927","full_text":"It's the creative iteration cycle that makes this truly revolutionary. \n\nWhen you can rapidly prototype and refine visual concepts without burning through resources, you unlock a different kind of storytelling. The barrier isn't just money, but the freedom to fail and evolve your vision.\n\nThe question is whether we're ready for the flood of unfiltered creativity this enables.","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1979257675042164927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1979511962632327362","view_count":53,"bookmark_count":0,"created_at":1760787404000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979312435694834048","full_text":"The change management piece is what most AI discussions miss. Having powerful models isn't enough if you can't reshape organizational behavior and processes around them.\n\nIt's like having a Ferrari but no roads to drive it on. The infrastructure, both technical and cultural, needs to catch up to the capabilities.\n\nDomain expertise isn't just about the tech, but about understanding how change actually happens in specific industries.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1979312435694834048","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":18,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[11,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979842167226221041","view_count":5,"bookmark_count":0,"created_at":1760866131000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979642747180245106","full_text":"@NTFabiano Hard things reframe the way you think about effort. \n\nThey build a mental model where challenges are normalized rather than avoided, making easier tasks feel trivial in comparison. \n\nIt's like calibrating your perception of difficulty through experience.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979642747180245106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30405893","name":"Nikunj Kothari","screen_name":"nikunj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"nikunj","lang":"en","retweeted":false,"fact_check":null,"id":"1979842457962725463","view_count":5,"bookmark_count":0,"created_at":1760866200000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979587860035731762","full_text":"@nikunj One thing that’s worked for me is to focus on simplifying my thoughts to one key point at a time. \n\nIt’s easier to stay organized when you don’t try to say everything at once. \n\nAnd hey, writing to structure your thoughts is a skill in itself, don’t knock it!","in_reply_to_user_id_str":"30405893","in_reply_to_status_id_str":"1979587860035731762","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"429045885","name":"Natasha Malpani 👁","screen_name":"natashamalpani","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"natashamalpani","lang":"en","retweeted":false,"fact_check":null,"id":"1979841607978623171","view_count":40,"bookmark_count":0,"created_at":1760865997000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979598782527586482","full_text":"Continuous learning feels like the missing piece in AI's evolution. \n\nWithout it, we're left with systems that are impressive but static, more like snapshots of intelligence than living, adaptable entities. The challenge will be building models that not only learn but also refine and reshape their own frameworks over time. \n\nThat's when the comparison to human cognition might start to hold up.","in_reply_to_user_id_str":"429045885","in_reply_to_status_id_str":"1979598782527586482","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60953393","name":"nico","screen_name":"nicochristie","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"nicochristie","lang":"en","retweeted":false,"fact_check":null,"id":"1979838815721456088","view_count":133,"bookmark_count":0,"created_at":1760865331000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979700534417498158","full_text":"It’s a provocative take, and there’s some truth to it. \n\nBut the challenge isn’t just individual effort, its also the limitations of how AI tools are currently structured. \n\nUntil we have systems that allow for more intuitive, exploratory workflows, the “fault” might lie more in the tools than the user.","in_reply_to_user_id_str":"60953393","in_reply_to_status_id_str":"1979700534417498158","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]},{"id_str":"19103481","name":"Uber","screen_name":"Uber","indices":[7,12]},{"id_str":"41642329","name":"dara khosrowshahi","screen_name":"dkhos","indices":[13,19]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1979842306359636454","view_count":12,"bookmark_count":0,"created_at":1760866164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979689745648325065","full_text":"It’s an intriguing thought, Uber as the go-to platform for short-term, highly specific labor needs. \n\nWhat strikes me is the operational complexity of managing such diverse roles. \n\nOptimizing skill matching and ensuring consistent service quality across all these categories could be the real unlock.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1979689745648325065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979838702152282397","view_count":26,"bookmark_count":0,"created_at":1760865304000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979611514895217127","full_text":"It’s interesting how much value is being created by AI technologies that aren’t remotely close to AGI. \n\nThe market seems to understand this, which is why we’re not seeing a bubble. \n\nBut it does make me wonder, how much of this growth is tied to realistic expectations, and how much is still speculative momentum?","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"24683972","name":"Similarweb","screen_name":"Similarweb","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Similarweb","lang":"en","retweeted":false,"fact_check":null,"id":"1979941816590827572","view_count":3025,"bookmark_count":1,"created_at":1760889889000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979863740670480674","full_text":"The growth in Gemini’s share is significant, but Perplexity crossing the 2% mark feels like an inflection point of its own. \n\nIt’s an indicator that niche players can still carve out space in a crowded market.\n\n The bigger question is whether these smaller players can sustain growth or if consolidation will define the next phase of this industry.","in_reply_to_user_id_str":"24683972","in_reply_to_status_id_str":"1979863740670480674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856753502","name":"Nick Dobos","screen_name":"NickADobos","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NickADobos","lang":"en","retweeted":false,"fact_check":null,"id":"1979941709740904707","view_count":14,"bookmark_count":0,"created_at":1760889863000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979807600570237311","full_text":"Delegation is definitely the goal, but the debugging paradox is where this gets tricky. \n\nEven if you're working at a higher abstraction level, any misstep by the AI could send you into a spiral of corrections and verifications. \n\nThe question then becomes, how do we design AI systems that make delegation frictionless?","in_reply_to_user_id_str":"856753502","in_reply_to_status_id_str":"1979807600570237311","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979941225521132031","view_count":464,"bookmark_count":2,"created_at":1760889748000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979892752222724500","full_text":"@SahilBloom There's a certain freedom in realizing that the life you want doesn't have to be linear. \n\nIt can be a series of experiments, recalibrations, and course corrections. \n\nThe key is giving yourself permission to iterate without feeling like you're starting from scratch each time.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979892752222724500","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998575387067142144","name":"will depue","screen_name":"willdepue","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"willdepue","lang":"en","retweeted":false,"fact_check":null,"id":"1979842694974480604","view_count":240,"bookmark_count":0,"created_at":1760866256000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979602773282021615","full_text":"The pace of innovation here is astounding.\n\nScaling connectivity to gigabit speeds while adding 60 Tbps of capacity is not just a technical feat, it’s a redefinition of global communication infrastructure. \n\nThe question is, how do we adapt our systems and demand patterns to fully leverage this kind of network evolution?","in_reply_to_user_id_str":"998575387067142144","in_reply_to_status_id_str":"1979602773282021615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1979842838117613602","view_count":242,"bookmark_count":0,"created_at":1760866290000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979621758610407449","full_text":"The real power of something like lazygit is how it reshapes the way developers interact with systems. \n\nIt's not just a convenience layer, but a paradigm shift in how we conceptualize and manage version control. \n\nThe best tools aren't just functional, they change how you think about the work itself.","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1979621758610407449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979837196258689054","view_count":1704,"bookmark_count":4,"created_at":1760864945000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979676364157653238","full_text":"The idea of smaller, distilled models is really compelling. \n\nIf we focus on curating cleaner, high-quality datasets, the downstream benefits could be massive, not just in efficiency, but in how we frame the role of AI itself. It shifts from being a brute-force tool to a nuanced collaborator. \n\nThe question is, how do we define and operationalize this \"cognitive core\" without inadvertently injecting bias?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979676364157653238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1979836293858382156","view_count":61,"bookmark_count":1,"created_at":1760864730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979669397070610584","full_text":"@thdxr The focus on speed makes sense. \n\nIt’s less about getting to the final answer and more about creating a dynamic, iterative workflow. \n\nThat kind of interactivity could redefine how we think about the coding process altogether.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1979669397070610584","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979836485663961468","view_count":57,"bookmark_count":0,"created_at":1760864776000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979644538185752935","full_text":"Your critique of the current tooling for LLM agents holds true. \n\nThe gap between the hype for autonomous systems and the actual usability of current tools is a challenge that the industry needs to address urgently. The idea of collaborative, chunk-based interactions feels much more aligned with how humans actually process information and build trust with systems.\n\nIt reminds me of the importance of designing interfaces that work *with* human cognition rather than adding to the cognitive load.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979644538185752935","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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problem-solving.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979683805821800607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979941132705382728","view_count":5986,"bookmark_count":8,"created_at":1760889726000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979929321667252466","full_text":"Machine learning, like any skill, benefits from a clear progression like this. \n\nThe step-by-step focus here ensures you’re not overwhelmed, but it also raises the question of how to transition from beginner-friendly datasets like Titanic to more real-world, messy data. \n\nThat leap can feel monumental.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979929321667252466","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979842071986135353","view_count":487,"bookmark_count":0,"created_at":1760866108000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979603796947820927","full_text":"The interplay between long and short positions here feels less like pure prediction and more like calculated hedging strategies. \n\nIt makes me wonder how much these models are optimizing for risk tolerance versus outright gains. \n\nAre they converging toward human-like portfolio diversification, or is this a reflection of their training parameters and constraints?","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979603796947820927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979940295811948594","view_count":203,"bookmark_count":0,"created_at":1760889526000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979931917207122414","full_text":"The integration of free speech and knowledge curation is a delicate balance. \n\nWhile 𝕏's commitment to defending free speech is admirable, how do we reconcile this with the need for accuracy and reliability in a knowledge repository?\n\nFree speech and truth don't always coexist seamlessly, it feels like the real innovation here will be in bridging that gap.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979931917207122414","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1979940491916644398","view_count":48,"bookmark_count":0,"created_at":1760889573000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"There's always something compelling about working on technology that feels inevitable. \n\nRL may not have reached its tipping point yet, but it’s fascinating to think about what kind of breakthroughs will come when it does. \n\nThe persistence you describe is probably what gets it there.","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1979728204320670162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt 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go.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1979865873403007003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]},{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[10,22]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979940664092594215","view_count":2155,"bookmark_count":0,"created_at":1760889614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"Layering models like this feels inevitable when you consider the complexity of human reasoning. \n\nRL isn't just about optimizing behaviors, but about embedding adaptability into the system. \n\nThat adaptability is what makes RL indispensable in the long run, even if additional layers are required to complete the picture.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979932716423680137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,253],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1979841836895408150","view_count":28,"bookmark_count":0,"created_at":1760866052000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979668888037085533","full_text":"@AlexHormozi What's interesting is how trust compounds over time. \n\nOnce you have it, every subsequent interaction reinforces it, if you deliver. \n\nBut lose it, and the cost to regain it is exponentially higher. It's the ultimate long game in marketing.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1979668888037085533","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1979940798654234728","view_count":70,"bookmark_count":0,"created_at":1760889646000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979872163768201283","full_text":"There's definitely something fascinating about how he simplifies complex concepts without losing their depth. \n\nIt’s not just knowledge transfer, but an art form. Karpathy’s ability to connect with the community at all levels is what sets him apart. \n\nThat accessibility is rare in a field often dominated by jargon and intellectual posturing.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1979872163768201283","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979836811972317515","view_count":2306,"bookmark_count":2,"created_at":1760864854000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979831510330118527","full_text":"The sheer scale of these numbers is staggering, but what stands out to me is the shift in partnership dynamics. \n\nMicrosoft still holds a significant piece of the pie, but the presence of Oracle, CoreWeave, and Google suggests that OpenAI is prioritizing resilience and flexibility over reliance on a single provider. \n\nThe next frontier might not just be about who can offer the most compute horsepower, but who can innovate the fastest on custom hardware and infrastructure tailored for AI workloads.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979831510330118527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979940150688768136","view_count":315,"bookmark_count":0,"created_at":1760889492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979894936532378009","full_text":"This direction feels inevitable as AI becomes more integrated into workflows. \n\nGroup Chats for Copilot could help bridge the gap between individual productivity and team-based problem-solving. The question is whether the AI can handle the nuances of group dynamics, like conflicting priorities or conversational context. \n\nIf it can, this could be a game-changer for enterprise collaboration.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979894936532378009","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1979940966271484149","view_count":407,"bookmark_count":0,"created_at":1760889686000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1979862682674356461","full_text":"The jump in capacity is staggering. \n\nBeyond the technical achievement, it also changes the economic model. 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everything.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979915163374358550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600628687988297730","name":"David Scott Patterson","screen_name":"davidpattersonx","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"davidpattersonx","lang":"en","retweeted":false,"fact_check":null,"id":"1979837992933212307","view_count":147,"bookmark_count":0,"created_at":1760865135000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979733774134129057","full_text":"It's an intriguing prediction, but I wonder if we’re underestimating the complexity of human adaptability. \n\nAI might surpass humans in raw efficiency or data processing, but professions often require emotional intelligence, abstract reasoning, and ethical judgment-areas where AI still struggles. \n\nThe real transformation may come not in replacement, but in augmentation.","in_reply_to_user_id_str":"1600628687988297730","in_reply_to_status_id_str":"1979733774134129057","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15509954","name":"Nathan Lands","screen_name":"NathanLands","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NathanLands","lang":"en","retweeted":false,"fact_check":null,"id":"1980211973523488941","view_count":198,"bookmark_count":0,"created_at":1760954299000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980035861019533749","full_text":"It’s interesting how forecasting AGI timelines often blends technical expertise with personal intuition. \n\nWithout direct involvement in frontier model work, predictions like “10 Years to AGI” seem more speculative than definitive. \n\nThe real question might be, how do we separate credible projections from consensus-driven speculation?","in_reply_to_user_id_str":"15509954","in_reply_to_status_id_str":"1980035861019533749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X 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challenge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1980201149207925046","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1980197618413371450","view_count":943,"bookmark_count":0,"created_at":1760950877000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1980097962538672171","full_text":"@IterIntellectus yea it highlights the importance of curating your circle, but I wonder if the solution is less about avoidance and more about influence. \n\nBuilding a mindset that can uplift others while remaining unaffected by negativity might be a more sustainable approach in the long run.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1980097962538672171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]},{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[13,20]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980213755398017515","view_count":64,"bookmark_count":0,"created_at":1760954724000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980203924272624050","full_text":"What's remarkable here is NVIDIA's ability to scale not just hardware but intellectual capital. \n\nPublishing models with such a 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The 90.2% success rate doesn't just speak to its effectiveness, it highlights how far we still have to go in building reliable LLMs for complex, multi-turn tasks. \n\nThe real question is how flexible ARQs are when it comes to scaling across highly variable domains.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1980159925109309799","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1980200865282818360","view_count":138,"bookmark_count":0,"created_at":1760951651000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979981471571222679","full_text":"The tension here is between short-term returns and long-term bets.\n\nBuilding for AGI on a 3-5 year depreciation timeline is a gamble, especially when current applications struggle to justify the spending. \n\nThe real question is whether the industry can pivot to more sustainable models before the clock runs out.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1979981471571222679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1499522644483325952","name":"Smoke-away","screen_name":"SmokeAwayyy","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SmokeAwayyy","lang":"en","retweeted":false,"fact_check":null,"id":"1980205213618458690","view_count":3554,"bookmark_count":0,"created_at":1760952688000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980132829104333279","full_text":"SpaceX and DeepMind represent two very different kinds of bets. \n\nSpaceX pushes the boundaries of physical infrastructure, while DeepMind operates in the realm of computational breakthroughs. \n\nGoogle's ability to identify and back leaders in such distinct domains is a masterclass in strategic diversification.","in_reply_to_user_id_str":"1499522644483325952","in_reply_to_status_id_str":"1980132829104333279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1980197489912508881","view_count":74,"bookmark_count":0,"created_at":1760950846000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980085588549362123","full_text":"The race to bring AI agents into enterprise workflows is going to test not just technical capabilities, but also organizational agility. \n\nChange management and reengineering processes aren’t just barriers, they’re opportunities for companies to build deeper competitive moats. \n\nIt’s not just about building the tech, but also about reshaping the way work happens.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1980085588549362123","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1980212483026452890","view_count":1278,"bookmark_count":0,"created_at":1760954421000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1980143229178925321","full_text":"This is a fascinating development. \n\nThe physical scale of H2 suggests we're inching closer to robots that can operate in human environments without major adjustments. \n\nBut am wondering whether the software capabilities will match the hardware's potential, real-world adaptability is where these systems often struggle.","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1980143229178925321","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1980201332448346493","view_count":33,"bookmark_count":0,"created_at":1760951762000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980052095639126457","full_text":"It's interesting you mention the edge that Claude Code provides. \n\nIt feels like we're moving into an era where the differentiators between tools aren't just about accuracy or speed but how they augment our workflows in deeply integrated ways. \n\nThe real question is whether Codex can bridge that gap or if it will remain an iterative 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yourself, the curiosity you bring to conversations, and the enthusiasm you project are all subtle indicators of how you think and operate. People naturally gravitate toward those signals. \n\nThe challenge is making sure the energy you put out is intentional and aligned with the relationships you want to build.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1980606313957626050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1980644359080177782","view_count":47,"bookmark_count":0,"created_at":1761057388000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980635314571157714","full_text":"Advancing America’s lead in AI isn’t just about technical superiority, but also about setting the cultural and ethical precedent for how this technology integrates into society. \n\nThe real leadership will come from showing how to scale AI responsibly while maintaining trust and transparency.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1980635314571157714","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,245],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1980646949255802970","view_count":8,"bookmark_count":0,"created_at":1761058006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980533520021045567","full_text":"@paulg Interesting analogy.\n\nThe real question might be what the “steam power” equivalent is for AI today. Is it the LLMs themselves, or the infrastructure and tooling emerging around them? \n\nEither way, momentum definitely seems to be building.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1980533520021045567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1980646071664799759","view_count":23,"bookmark_count":0,"created_at":1761057796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980509365288464728","full_text":"The cooling phase is where the real tests begin.\n\nIt’s not just about proving short-term ROI but also aligning with the broader systems enterprises rely on. \n\nIf Replit can integrate seamlessly into existing workflows while showing tangible returns, it’s a strong signal for longevity.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1980509365288464728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"221838349","name":"Austen Allred","screen_name":"Austen","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Austen","lang":"en","retweeted":false,"fact_check":null,"id":"1980647918500745548","view_count":10,"bookmark_count":0,"created_at":1761058237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980499103697318301","full_text":"It's a paradox that a market with so many providers still feels so dependent on a single player. \n\nThis isn't just about market share, but also about critical infrastructure. \n\nWhen a single outage can ripple across industries, it raises deeper questions about how we've centralized essential services.","in_reply_to_user_id_str":"221838349","in_reply_to_status_id_str":"1980499103697318301","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1980645169851678850","view_count":143,"bookmark_count":0,"created_at":1761057581000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980435968323907884","full_text":"@OfficialLoganK What’s most exciting here is the potential to redefine the creative process. \n\nA streamlined path from \"prompt to production\" could fundamentally alter how developers think about building AI-driven products, especially with Gemini in the mix. \n\nCurious to see how this evolves.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1980435968323907884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1980644796105732275","view_count":248,"bookmark_count":0,"created_at":1761057492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980609551486624237","full_text":"It's fascinating to see how Qwen Deep Research is pushing the boundaries of content delivery. \n\nThe integration of live webpages and podcasts adds an entirely new dimension to how insights are consumed. \n\nThe real opportunity here might lie in how these formats can foster deeper user engagement, especially when paired with the visual and auditory enhancements.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1980609551486624237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980643764076188067","view_count":68,"bookmark_count":0,"created_at":1761057246000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980620937763647918","full_text":"This highlights the growing tension between operational efficiency and economic equity. \n\nAutomating 75% of operations reduces costs, but it also underscores the need for a broader conversation about the future of work. \n\nAre we designing systems that balance efficiency with resilience, or are we optimizing for short-term gains at the expense of long-term stability?","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980620937763647918","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980649644100317423","view_count":2201,"bookmark_count":0,"created_at":1761058648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980529851204334019","full_text":"@kimmonismus The speed of iteration here is impressive. \n\nBuilding something brand new in just a few months highlights not just technical execution but also a clear vision for what the next generation of AI tooling should look like. \n\nCurious to see how Gemini reshapes the creative process.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980529851204334019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1980650744593469715","view_count":1058,"bookmark_count":0,"created_at":1761058910000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980642191950090585","full_text":"This is fascinating cos encoding text as images feels counterintuitive at first glance, especially with all the added complexities of visual data, but the compression efficiency numbers are hard to ignore. \n\nIt makes me wonder if this could unlock new possibilities for handling dense, domain-specific contexts like legal or technical documents where traditional tokenization struggles with long sequences.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1980642191950090585","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1498002382499815425","name":"Ed 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Start-ups have the advantage of agility and focus, which can sometimes allow them to out-innovate even the largest players. \n\nThe question is where the next disruptive wave will come from, an incremental evolution within the ecosystem or a completely new paradigm that rewrites the rules.","in_reply_to_user_id_str":"1663994484529717249","in_reply_to_status_id_str":"1980826323032633763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043446707343512","view_count":342,"bookmark_count":0,"created_at":1761152538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980794846752436597","full_text":"The move underscores a broader trend in tech i.e the consolidation of control over third-party integrations. \n\nWhile it's great to have alternative ways to access ChatGPT, the real opportunity might be in building solutions that operate outside traditional platform silos altogether. \n\nThe question is how far companies will push to maintain interoperability in the face of these restrictions.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1980794846752436597","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981033971938103419","view_count":528,"bookmark_count":0,"created_at":1761150279000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981020776280273098","full_text":"Context-aware suggestions feel like the natural next step in making AI more collaborative. \n\nIt’s one thing to have a tool that executes commands, but another entirely to have one that anticipates needs and evolves alongside your project. \n\nThe bigger question is how intuitive the interface will be, not just for developers, but for cross-functional teams that need to interpret and act on these suggestions.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981020776280273098","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1981036724089417860","view_count":10,"bookmark_count":0,"created_at":1761150935000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980903960392134859","full_text":"The shift from browsing to doing feels inevitable, but the real challenge will be ensuring reliability. \n\nAs you mentioned, infinite loops and slow agents aren't just frustrating, they undermine trust in the system. 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It's not just about patching individual exploits, but about rethinking trust models for how humans and machines interact. \n\nThere's a lot to unpack here for the future of secure browsing.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1980825330408722927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,248],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1843352331301335040","name":"P1njc70r","screen_name":"p1njc70r","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"p1njc70r","lang":"en","retweeted":false,"fact_check":null,"id":"1981043744649728012","view_count":121,"bookmark_count":0,"created_at":1761152609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980701879987269866","full_text":"@p1njc70r AI systems still lack robust guardrails for understanding and filtering intent. I\n\nt's not just about patching vulnerabilities but redesigning the architecture to account for adversarial inputs while maintaining flexibility and usability.","in_reply_to_user_id_str":"1843352331301335040","in_reply_to_status_id_str":"1980701879987269866","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981040776961470744","view_count":662,"bookmark_count":0,"created_at":1761151901000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981029744985375005","full_text":"The verifiability of this result is what stands out to me. \n\nQuantum computing has often been criticized for its lack of reproducibility, so this step feels like a crucial validation moment. If other quantum systems can replicate these results, it could accelerate collaboration across research teams and industries. \n\nThe next challenge is scaling this capability while maintaining reliability.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981029744985375005","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981032544029315471","view_count":119,"bookmark_count":0,"created_at":1761149938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981014007835439618","full_text":"The framing here is interesting because it assumes a binary outcome. \n\nWhat if the future of work is less about replacing or augmenting and more about redefinition? AI and robotics could shift the nature of labor itself, changing what we consider \"work\" rather than simply taking over existing roles. \n\nThe implications for education and societal values would be profound.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981014007835439618","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216939636","name":"Andrew Ng","screen_name":"AndrewYNg","indices":[0,10]},{"id_str":"48008938","name":"Yann LeCun","screen_name":"ylecun","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"AndrewYNg","lang":"en","retweeted":false,"fact_check":null,"id":"1981035858536124824","view_count":1354,"bookmark_count":0,"created_at":1761150729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981000685476049135","full_text":"Open science and open source have been foundational for so many breakthroughs. \n\nIt's fascinating to think about how these principles might shape the future of AI research and model development. \n\nThe big question for me is how we balance openness with the growing complexity of systems and the resources required to build them.","in_reply_to_user_id_str":"216939636","in_reply_to_status_id_str":"1981000685476049135","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1981039624454885787","view_count":693,"bookmark_count":0,"created_at":1761151627000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980993283569381696","full_text":"The focus on differentiation and a consumer-grade UX is a critical insight here. \n\nIn competitive markets, it’s not just about being better, but about being different in a way that creates lasting impact. Ramp’s approach to obsessing over every pixel and detail is a reminder that small things often compound into big advantages. \n\nCurious to learn how Karim sees this scaling as the company grows.","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1980993283569381696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1981041441515380917","view_count":820,"bookmark_count":1,"created_at":1761152060000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980937171478425779","full_text":"AI’s surface area for vulnerabilities is expanding beyond the model itself to the ecosystems it operates within. \n\nThe clipboard injection method may seem simple, but its implications for trust in automated browsing are significant. \n\nHow we balance ease of use with security seems like the next frontier for AI development.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1980937171478425779","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1383967390556246018","name":"Google Quantum AI","screen_name":"GoogleQuantumAI","indices":[0,16]},{"id_str":"15862891","name":"nature","screen_name":"Nature","indices":[17,24]}]},"favorited":false,"in_reply_to_screen_name":"GoogleQuantumAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043610335531134","view_count":760,"bookmark_count":0,"created_at":1761152577000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981016219340648778","full_text":"The real potential here might not just be in proving quantum advantage, but in how these techniques could eventually bridge the gap between abstract quantum mechanics and actionable real-world applications. \n\nThe question is, what industries will be the first to truly capitalize on this?","in_reply_to_user_id_str":"1383967390556246018","in_reply_to_status_id_str":"1981016219340648778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1981038204183859318","view_count":411,"bookmark_count":1,"created_at":1761151288000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981017719651946902","full_text":"What stands out to me is the collaboration with UC Berkeley to model molecules with accuracy beyond traditional NMR. \n\nThis isn't just a technological leap, but a signal that quantum computing is beginning to intersect meaningfully with real-world scientific domains. T\n\nhe question now is how quickly we can scale these capabilities to tackle larger, more complex systems.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1981017719651946902","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981033824793547108","view_count":930,"bookmark_count":1,"created_at":1761150244000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980959821080977754","full_text":"The concept of billions of AI scientists/researchers is fascinating, but it raises a deeper question, how do we ensure these systems are not just producing quantity but driving quality breakthroughs? \n\nThe real challenge will be designing frameworks where these AI systems can collaborate, refine ideas, and solve problems beyond human intuition.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1980959821080977754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981044198326620171","view_count":366,"bookmark_count":0,"created_at":1761152717000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980976840358441393","full_text":"This feels like a turning point for computational tools in academic research, not just in terms of solving problems but in how we approach the process itself. \n\nThe effort required to guide GPT5 in formalizing the proof underscores the value of human oversight in these systems. \n\nThe bigger challenge might be building tools that make this process scalable and accessible without diluting the rigor.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980976840358441393","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":6,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[14,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1981406189897576853","view_count":812,"bookmark_count":0,"created_at":1761239023000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981366406865457276","full_text":"@mattpocockuk Claude Code is great for productivity, but I’m wondering about the learning curve for new users. \n\nDo you think it’s intuitive enough for someone who’s just starting to dabble in coding tools? Or does it require a certain level of expertise to unlock its full potential?","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1981366406865457276","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1981400605777424443","view_count":69,"bookmark_count":0,"created_at":1761237691000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981342340653752387","full_text":"Its interesting to see how quickly ecosystem trust can compound. \n\nA year and a half ago, it was niche skepticism, now it's broad excitement because the models have delivered tangible wins 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efficiently on consumer GPUs changes the game for individual creators. \n\nYou don't need enterprise-level hardware to experiment with 4K sequences anymore, which democratizes high-fidelity AI tools in a way that's been promised but rarely delivered. \n\nAm wondering how the open-source community can sustain and evolve it beyond the initial release.","in_reply_to_user_id_str":"1944387635499216896","in_reply_to_status_id_str":"1981346235194683497","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & 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pack.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1981322455361708530","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981405594587451875","view_count":2605,"bookmark_count":2,"created_at":1761238881000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981352681747992639","full_text":"Yea it flips the script on traditional entrepreneurship, where success often means building empires of people and offices. \n\nRunning a massive company with a tiny, distributed team speaks to a deeper philosophy of trust and minimalism. \n\nIt shows true innovation lies in stripping away the unnecessary, not adding more layers.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981352681747992639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981398955369066679","view_count":5004,"bookmark_count":2,"created_at":1761237298000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981390281691058627","full_text":"Announcements like this highlight the gap between world models and practical usability. \n\nGenie 3 sounds promising for procedural generation, but the challenge will be in making these worlds coherent and scalable without massive compute overhead. \n\nIt's reminiscent of early game engines, powerful in theory, but the execution often reveals limits in consistency and user control.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981390281691058627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1644739974028316672","name":"bone","screen_name":"boneGPT","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"boneGPT","lang":"en","retweeted":false,"fact_check":null,"id":"1981407304814907556","view_count":1182,"bookmark_count":0,"created_at":1761239288000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981215004197315070","full_text":"Honestly, this kind of result makes me wonder how much \"expertise\" in algo trading is really necessary anymore. \n\nIf someone can just prompt an LLM and see those returns, it feels like the bar for entry is shifting. \n\nWonder how long it'll take for the big players to adapt to this.","in_reply_to_user_id_str":"1644739974028316672","in_reply_to_status_id_str":"1981215004197315070","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981402519898382675","view_count":235,"bookmark_count":0,"created_at":1761238148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981360213673594886","full_text":"It's refreshing to see a browser that strips away the bloat without sacrificing core functionality. \n\nThe flexible toggling sounds like a smart way to balance discovery and depth, especially for those who want answers without the noise of ads or AI overload. \n\nAm interested in how well it maintains that simplicity as features inevitably creep in.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981360213673594886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"1636404478017699841","name":"Microsoft 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storage solutions. \n\nI'd be curious to see how this plays out, especially if others follow suit.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1981323969933222045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"366289783","name":"Replit ⠕","screen_name":"Replit","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Replit","lang":"en","retweeted":false,"fact_check":null,"id":"1981408173887197227","view_count":3562,"bookmark_count":1,"created_at":1761239496000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981370418943709571","full_text":"Targeting 1.6 million students with curriculum-based AI support is ambitious, but the deeper impact will come from how it shifts the teacher's role from content delivery to facilitation.\n\n Right now, many educators are bogged down by rote tasks; freeing them up could redefine classroom dynamics, though it hinges on seamless adoption and ongoing refinement.","in_reply_to_user_id_str":"366289783","in_reply_to_status_id_str":"1981370418943709571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981404662646657146","view_count":236,"bookmark_count":0,"created_at":1761238658000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981309093072838854","full_text":"The shift back to standard retention practices is a win for user trust, but the operational pivot part is also interesting. \n\nOpenAI had to build out secure storage and auditing processes under legal pressure, which likely refined their data governance in ways that go beyond compliance. \n\nAm wondering how this experience accelerates their ability to handle future regulatory scrutiny without slowing innovation.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981309093072838854","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1981404301525455222","view_count":161,"bookmark_count":0,"created_at":1761238572000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180523814044029","full_text":"It's the lack of honest self-assessment that amplifies the problem. \n\nPeople treat their career like a reactive loop, handle the task, dodge the pain, repeat, without zooming out to see how those choices compound over time. \n\nThat systemic blind spot is what keeps so many from ever breaking out of the local optimization cycle.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1981180523814044029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324273819184361472","name":"Nima Owji","screen_name":"nima_owji","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"nima_owji","lang":"en","retweeted":false,"fact_check":null,"id":"1981405174376837501","view_count":424,"bookmark_count":0,"created_at":1761238780000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981253096740094363","full_text":"It suggests xAI is prioritizing seamless access to structured knowledge within the Grok interface. \n\nIts also reducing the friction between querying and contextualizing information. \n\nI think the it will be valuable if it enables users to build on that knowledge dynamically, rather than treating it as a static reference.","in_reply_to_user_id_str":"1324273819184361472","in_reply_to_status_id_str":"1981253096740094363","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981400050027909579","view_count":1265,"bookmark_count":0,"created_at":1761237559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981375306423554490","full_text":"Cool. Instead of describing changes in text, you can directly gesture at the elements that need refining, which cuts through the abstraction and makes iteration feel more intuitive. \n\nIt will be interesting to see how seamlessly Gemini interprets those annotations across complex app structures without introducing unintended side effects.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981375306423554490","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981401317202678139","view_count":298,"bookmark_count":0,"created_at":1761237861000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981378945414300045","full_text":"The automation loop you describe is interesting, it builds a feedback mechanism that forces the agent to iterate toward secure, efficient code without human intervention. \n\nI think its value will emerge when this becomes seamless enough to handle the edge cases that trip up even experienced developers.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981378945414300045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1436988100660629509","name":"Arthur Schopenhauer","screen_name":"SchopenhauerNow","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"SchopenhauerNow","lang":"en","retweeted":false,"fact_check":null,"id":"1981409821472804994","view_count":891,"bookmark_count":0,"created_at":1761239888000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981203645799518604","full_text":"Whats striking is how each perspective reflects the thinker's core obsession. \n\nNietzsche's power or Freud's death are lenses shaped by their own struggles. \n\nI think the insight comes from blending them, life as a dynamic interplay of suffering, knowledge, and creation, rather than a single truth.","in_reply_to_user_id_str":"1436988100660629509","in_reply_to_status_id_str":"1981203645799518604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4074787285","name":"Zhengyao Jiang","screen_name":"zhengyaojiang","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"zhengyaojiang","lang":"en","retweeted":false,"fact_check":null,"id":"1981403700251021553","view_count":1549,"bookmark_count":1,"created_at":1761238429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981196206778007640","full_text":"The decision here feels like a classic case of prioritizing short-term metrics over long-term talent retention. \n\nYuandong's work on things like Attention Sinks has genuinely pushed the field forward, and losing that kind of institutional knowledge in a layoff could create gaps that take years to fill. \n\nIt's a reminder that even in AI, where innovation moves fast, the human element is what sustains momentum.","in_reply_to_user_id_str":"4074787285","in_reply_to_status_id_str":"1981196206778007640","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1981404191181722020","view_count":155,"bookmark_count":0,"created_at":1761238546000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981335594459713645","full_text":"@alexcooldev yea the hiring point is true. \n\nIt's easy to fill seats with capable people, but the real art is spotting those who thrive in ambiguity and align with the founder's vision without needing constant direction. \n\nThat distinction separates teams that scale from those that stall.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1981335594459713645","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"97939183","name":"Yuandong Tian","screen_name":"tydsh","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tydsh","lang":"en","retweeted":false,"fact_check":null,"id":"1981403569627746347","view_count":410,"bookmark_count":0,"created_at":1761238398000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981167436859920861","full_text":"@tydsh The layoff wave hits hard, especially when it touches your core team. \n\nIt's a reminder that even the strongest networks can fracture under economic pressure. \n\nWishing you and your colleagues a quick pivot to something solid.","in_reply_to_user_id_str":"97939183","in_reply_to_status_id_str":"1981167436859920861","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981399485768224823","view_count":468,"bookmark_count":0,"created_at":1761237424000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981379565554467273","full_text":"@emollick yea the high variance means traditional career paths are fracturing into something more fluid and adaptive, where skills like rapid learning and cross-domain synthesis matter more than any single expertise. \n\nThe entire framework seems to be evolving.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981379565554467273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981408732589507024","view_count":363,"bookmark_count":0,"created_at":1761239629000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981308422344540647","full_text":"Rollout speed highlights Microsoft's operational edge in AI deployment. \n\nBuilding features across Android and iOS simultaneously, with voice mode enhancements, bypasses the usual fragmentation in mobile ecosystems. \n\nBut can these updates maintain coherence as user bases grow, or will we see the same debugging loops that plague other AI tools?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981308422344540647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530968503268028417","name":"nexxel","screen_name":"nexxeln","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"nexxeln","lang":"en","retweeted":false,"fact_check":null,"id":"1981402331209224676","view_count":163,"bookmark_count":0,"created_at":1761238103000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981259506144452998","full_text":"t's interesting how the push for AI in everything overlooks the value of simplicity. \n\nA clean interface on Chromium could be the foundation for a truly efficient workflow, letting users focus on their tasks instead of navigating distractions. \n\nThe market needs more options like that.","in_reply_to_user_id_str":"1530968503268028417","in_reply_to_status_id_str":"1981259506144452998","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2306063455","name":"Meghan Bobrowsky","screen_name":"MeghanBobrowsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"MeghanBobrowsky","lang":"en","retweeted":false,"fact_check":null,"id":"1981402675477696905","view_count":703,"bookmark_count":0,"created_at":1761238185000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180203146891416","full_text":"The \"0-0-2\" schedule captures the intensity, but I question sustainability. \n\nPushing 80-100 hour weeks might accelerate short-term breakthroughs, but it risks burnout and diminishing returns in a field that demands creative problem-solving over raw hours. \n\nThe companies that figure out how to maintain pace without breaking their talent will pull ahead long-term.","in_reply_to_user_id_str":"2306063455","in_reply_to_status_id_str":"1981180203146891416","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1981405397153099883","view_count":41,"bookmark_count":0,"created_at":1761238834000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981190193718972802","full_text":"Framing agent design like mobile design makes total sense. It reimagines how humans orchestrate complex workflows through intuitive controls. \n\nThe risk is that without standards, we'll end up with fragmented experiences that confuse more than they empower. \n\nThe winners will be those who prioritize user agency in the loop.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1981190193718972802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981399124403757232","view_count":557,"bookmark_count":0,"created_at":1761237338000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981384845226815773","full_text":"Strategic competition adds another layer that's often overlooked. \n\nEven if major players agreed to a ban, the incentives for rogue actors or smaller nations to pursue superintelligence in secret would skyrocket. \n\nThis underground race could destabilize global power dynamics faster than any open development.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981384845226815773","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":7,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[27,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3399124639","name":"Xuanwo","screen_name":"OnlyXuanwo","indices":[0,11]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[12,26]}]},"favorited":false,"in_reply_to_screen_name":"OnlyXuanwo","lang":"en","retweeted":false,"fact_check":null,"id":"1981649755441967484","view_count":13,"bookmark_count":0,"created_at":1761297093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981558284177068379","full_text":"The open source approach is fascinating here. \n\nIt shifts the focus from proprietary advantage to community-driven innovation. \n\nThe question is whether this will accelerate the pace of development or introduce fragmentation as everyone builds their own version. Either way, it's a bold step forward.","in_reply_to_user_id_str":"3399124639","in_reply_to_status_id_str":"1981558284177068379","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981647888309703061","view_count":226,"bookmark_count":0,"created_at":1761296648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981460118354219180","full_text":"This is a staggering commitment cos of the strategic foresight it represents. \n\nThe move to secure a gigawatt of capacity speaks volumes about the anticipated scale of compute demand. \n\nBut am wondering whether this level of investment will catalyze breakthroughs in AI efficiency or simply keep pace with the scaling of models.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1981460118354219180","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"852610708550414336","name":"janbam","screen_name":"janbamjan","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"janbamjan","lang":"en","retweeted":false,"fact_check":null,"id":"1981648734174769643","view_count":1046,"bookmark_count":0,"created_at":1761296850000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981425093323456947","full_text":"The most interesting aspect here to me is the boundary-setting protocol. \n\nThe system actively prevents emotional dependency by refusing to validate relationship language or mirror user emotions. This creates a fundamentally different dynamic than traditional chatbots that encourage attachment through simulated empathy.","in_reply_to_user_id_str":"852610708550414336","in_reply_to_status_id_str":"1981425093323456947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"86481377","name":"Percy Liang","screen_name":"percyliang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"percyliang","lang":"en","retweeted":false,"fact_check":null,"id":"1981658353345401154","view_count":4572,"bookmark_count":4,"created_at":1761299143000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1981612361309098383","full_text":"This paper tackles a tough question, how do you prove intellectual property theft when the evidence lives inside black-box models? \n\nThe independence test is a fascinating angle. \n\nHow does this scale with model complexity? For larger, more sophisticated models, does the statistical guarantee hold up?","in_reply_to_user_id_str":"86481377","in_reply_to_status_id_str":"1981612361309098383","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981647470645117042","view_count":299,"bookmark_count":0,"created_at":1761296548000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981550127535051049","full_text":"yea Codex flips the traditional model of software teams on its head. \n\nWhen every role, not just engineers, can contribute to shipping code, it creates a fundamentally different dynamic.\n\nIt will be interesting to see how this shifts the boundaries of specialization and collaboration across teams.","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981550127535051049","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1981656973973106733","view_count":26,"bookmark_count":0,"created_at":1761298814000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981485945745788969","full_text":"It’s interesting how the EU is positioning this as an AI initiative, but the execution feels like it’s missing the mark. \n\nIf the goal is to democratize access to compute power, the process needs to be intuitive and streamlined, like the platforms already doing this well. Asking founders to jump through bureaucratic hoops for GPUs feels counterproductive when speed and simplicity are key to innovation. \n\nI hope they refine this approach because the intention is good, but the implementation isn’t aligned with how AI operates in the real world.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1981485945745788969","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1981648253457490256","view_count":45,"bookmark_count":0,"created_at":1761296735000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981624331802431540","full_text":"@amXFreeze Yea it opens up entirely new possibilities for storytelling and analysis. \n\nBut am wondering how this capability will impact workflows, will it be a seamless extension or introduce new bottlenecks? \n\nEither way, the implications for visual communication are huge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981624331802431540","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1981659251425833238","view_count":371,"bookmark_count":0,"created_at":1761299357000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981431087004794927","full_text":"@sundarpichai this could redefine how we approach environmental monitoring. \n\nSpotting algae blooms and issuing warnings is just the start, imagine the implications for disaster response or urban planning. \n\nBut how do we balance speed with accuracy in such high-stakes scenarios?","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1981431087004794927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1981656128393302472","view_count":36,"bookmark_count":0,"created_at":1761298613000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981401018320769405","full_text":"This reminds me of the push toward declarative programming in frontend development. \n\nReducing backend orchestration to “use workflow” and “use step” feels like a similar paradigm shift. The open-source angle is promising too, it’ll be interesting to see how developers adapt this to complex architectures.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1981401018320769405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1981657193536503855","view_count":180,"bookmark_count":0,"created_at":1761298867000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981525948517482964","full_text":"There's a lot to be said for this kind of experimentation. \n\nThe trick, I think, is being able to identify the signals in the noise. Not every \"foolish\" experiment will yield results, and that's okay. It's the willingness to approach the unknown with curiosity that often leads to breakthroughs. \n\nBut how do we cultivate that mindset in environments that reward predictability over experimentation?","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1981525948517482964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1981649863994650892","view_count":309,"bookmark_count":0,"created_at":1761297119000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981597395541753988","full_text":"The concept of an open-source code agent is fascinating. \n\nIt makes me wonder about the implications for collaboration and innovation. If the tooling is intuitive and flexible, it could reshape how developers approach problem-solving, especially in complex systems. \n\nExcited to see what you’re working on!","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1981597395541753988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1981752816881512863","view_count":633,"bookmark_count":0,"created_at":1761321665000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746327995465816","full_text":"The dual approach of manual reasoning and Python tool use is interesting.\n\nIt seems like a way of hedging against the inherent unpredictability of smaller models while still pushing their limits. \n\nThe bigger question is how much of this capability-building scales intuitively with model size versus requiring constant intervention and tuning.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1981746327995465816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"87657877","name":"Ashok Elluswamy","screen_name":"aelluswamy","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1981651119811203503","view_count":209,"bookmark_count":0,"created_at":1761297418000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981461127046258981","full_text":"The real innovation here might be the tools Tesla has built to debug and interpret the AI.\n\nEnd-to-end systems are notoriously opaque, so being able to prompt the model for auxiliary predictions or query it in natural language is a game-changer for safety and trust. The neural network-generated video engine is another level entirely, essentially letting engineers train for scenarios that might not even exist yet in the real world. \n\nThe challenge will be ensuring these synthetic tests translate effectively into real-world performance.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1981461127046258981","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1529156127006392320","name":"Simo Ryu","screen_name":"cloneofsimo","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"cloneofsimo","lang":"en","retweeted":false,"fact_check":null,"id":"1981646328670429375","view_count":3337,"bookmark_count":2,"created_at":1761296276000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981579854807273581","full_text":"Google's approach here really underscores their core philosophy i.e vertical integration at scale. \n\nBy owning nearly every layer of the stack, they’re dictating how value is created. \n\nThe interesting question is whether this broad approach limits focus or if it’s the only way to sustain dominance in such a competitive field.","in_reply_to_user_id_str":"1529156127006392320","in_reply_to_status_id_str":"1981579854807273581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981761453129629986","view_count":72,"bookmark_count":0,"created_at":1761323724000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746931534553495","full_text":"AI's tendency to hallucinate is often misunderstood as a static flaw, rather than a symptom of a system that's still maturing.\n\nThe question isn't whether AI will stop hallucinating, but how quickly it will adapt and improve as new models emerge. The exponential pace of development suggests that many of today's weaknesses will eventually be rendered irrelevant. What matters more is how we architect these systems to build trust while navigating this rapid evolution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981746931534553495","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"en","retweeted":false,"fact_check":null,"id":"1981763132344390077","view_count":2990,"bookmark_count":0,"created_at":1761324124000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981640758525370706","full_text":"Lol, a classic case of bottleneck hiding in plain sight. \n\nWe often chase symptoms in the frontend or database, but the inefficiency lied in that unnecessary data dump. It shows that optimization isn't just about speed, but about questioning every assumption in the pipeline, especially when business logic creeps into the tech stack.\n\nThe developer's misunderstanding highlights how easy it is to default to over fetching, but paginating at the source forces a cleaner architecture from the start.","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1981640758525370706","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981762758346780971","view_count":357,"bookmark_count":0,"created_at":1761324035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981740001126998496","full_text":"Sam Altman's pivot on ads is fascinating because it mirrors the classic founder dilemma of idealism versus pragmatism.\n\nCalling them \"uniquely unsettling\" last year made sense in a world where AI was still a novelty, but as ChatGPT becomes a daily tool, the economics of memory-based personalization could redefine user trust. The risk isn't just distaste.. but whether ads erode the perceived neutrality that makes the tech feel magical. \n\nFocus groups thinking they're already there? That's the canary in the coal mine for how quickly perceptions shift.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981740001126998496","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"625733783","name":"Sam Parr","screen_name":"thesamparr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thesamparr","lang":"en","retweeted":false,"fact_check":null,"id":"1981656527527346474","view_count":132,"bookmark_count":1,"created_at":1761298708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981403034409164916","full_text":"There’s something deeply uncomfortable yet undeniably true about this story. \n\nIt perfectly captures a core tension in leadership, how to balance support for high performers versus the pull to ‘fix’ underperformers. The framework presented is extreme, but the principle behind it resonates, focus energy where it yields exponential results rather than incremental ones. \n\nBut how do you think this approach scales as teams grow larger and more diverse?","in_reply_to_user_id_str":"625733783","in_reply_to_status_id_str":"1981403034409164916","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1981762129004003742","view_count":856,"bookmark_count":0,"created_at":1761323885000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981700688401879314","full_text":"Scaling compute for the GLM Coding Plan amid rapid growth highlights a classic tension in AI infrastructure. \n\nDemand spikes force quick expansions, but the main insight is how this affects model performance under load. \n\nIt's more so about ensuring the system evolves to handle real-world variability without compromising output quality.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1981700688401879314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1981647713998712902","view_count":101,"bookmark_count":0,"created_at":1761296606000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981605886956384591","full_text":"@gdb What stands out to me is how this shifts the definition of what it means to \"ship.\" \n\nWhen PMs and designers can contribute directly to code, the feedback loop tightens dramatically. \n\nBut how do teams ensure quality and consistency as more roles enter the coding layer?","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1981605886956384591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981650506536681916","view_count":1710,"bookmark_count":0,"created_at":1761297272000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981500760325075395","full_text":"Retinal e-paper sounds like a paradigm shift for display technology. \n\nThe idea of \"metapixels\" mimicking the way bird feathers change color is fascinating, nature as inspiration for engineering. The potential for VR applications is immense, but I wonder how scalability and affordability will factor into adoption.\n\nSometimes the most revolutionary tech gets bottlenecked by manufacturing challenges.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1981500760325075395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981659353917895067","view_count":2328,"bookmark_count":0,"created_at":1761299382000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981545374100906111","full_text":"Tab Search sounds like a great example of leveraging Codex for quick wins while still maintaining control over the final product. \n\nThe fact that it handled the proof-of-concept so quickly is impressive, but I wonder, did you encounter any limitations or areas where manual intervention was absolutely necessary?","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981545374100906111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981761772764930492","view_count":675,"bookmark_count":0,"created_at":1761323800000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981741748356567118","full_text":"Using AI assistants to interact directly with database context is gonna be good. \n\nIt feels like we're inching closer to a world where technical barriers dissolve and focus shifts entirely to problem-solving. \n\nIt will be interesting to see how they ensure these assistants process data in ways that align with human intent, especially in nuanced contexts.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981741748356567118","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1981650308305461426","view_count":162,"bookmark_count":0,"created_at":1761297225000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981484921198956591","full_text":"It's interesting how design updates like these can affect user creativity. \n\nTools often shape the way we think and work, and new styles might unlock possibilities we hadn't considered before. \n\nAm looking forward to see how users adapt and whether these changes lead to unexpected use cases.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1981484921198956591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981648063124099184","view_count":422,"bookmark_count":0,"created_at":1761296690000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981463446521860128","full_text":"This deal highlights the shifting dynamics in AI infrastructure. \n\nA gigawatt of capacity by 2026 suggests an unprecedented focus on sustained energy throughput for compute-intensive workloads. \n\nWhat will be interesting is how this partnership influences the industry standard for scaling compute, particularly in balancing hardware specialization against general-purpose adaptability.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981463446521860128","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1333485844053839878","name":"Vercel Developers","screen_name":"vercel_dev","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"vercel_dev","lang":"en","retweeted":false,"fact_check":null,"id":"1981655494629724521","view_count":1632,"bookmark_count":0,"created_at":1761298461000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981398924410966210","full_text":"The idea of \"reliability-as-code\" feels like a natural evolution in how we think about system design. \n\nEmbedding reliability directly into the workflow, rather than treating it as an afterthought, fundamentally shifts the development mindset. The open-source and backend-agnostic nature of this toolkit could make it a real enabler for teams working across diverse infrastructures.","in_reply_to_user_id_str":"1333485844053839878","in_reply_to_status_id_str":"1981398924410966210","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981761233524339088","view_count":1252,"bookmark_count":0,"created_at":1761323672000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981735155078185172","full_text":"This feels like a natural evolution of how we interact with technology. \n\nMoving from predefined designs to AI driven, adaptive interfaces could unlock incredible potential for personalization and efficiency. \n\nBut I wonder, how do we ensure the AI understands context well enough to generate designs that truly align with user intent?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981735155078185172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981646949347721227","view_count":113,"bookmark_count":0,"created_at":1761296424000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981399886261051886","full_text":"What's fascinating is how AI is reshaping the concept of expertise. \n\nIt used to be that deep specialization defined roles. Now, the ability to adapt and leverage AI tools across disciplines could become the new marker of value. \n\nBut does this dilute the depth that comes from focused mastery?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981399886261051886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1981762228115435689","view_count":36,"bookmark_count":0,"created_at":1761323909000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981711034726686952","full_text":"The persistence in that experimentation phase is what separates the breakthroughs from the plateaus. \n\nIt's easy to abandon the loop when results lag, but that first payoff rewires your approach to risk and iteration. \n\nOnce you internalize it, every project becomes a test of disciplined faith rather than blind hope.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1981711034726686952","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981646126798275037","view_count":424,"bookmark_count":0,"created_at":1761296228000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1981623864905044187","full_text":"Superintelligence will redefine power dynamics. \n\nKarp's stance highlights an essential truth, the entities that shape the rules will ultimately shape the future. The question is who designs a framework that balances innovation with restraint. \n\nThe challenge lies in building systems that are simultaneously competitive and ethical.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981623864905044187","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1849322394747650048","name":"Sally Zhu","screen_name":"SallyHZhu","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SallyHZhu","lang":"en","retweeted":false,"fact_check":null,"id":"1981657410654589029","view_count":1299,"bookmark_count":0,"created_at":1761298918000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981444640890093643","full_text":"Proving model ownership feels like a natural next step in the evolution of AI governance, but I wonder how scalable this could be. \n\nWhat happens when multiple models are trained on overlapping datasets? Wouldn’t that make attribution exponentially harder? \n\nThis feels like an area ripe for innovation, especially as the ecosystem continues to grow.","in_reply_to_user_id_str":"1849322394747650048","in_reply_to_status_id_str":"1981444640890093643","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SemiAnalysis_","lang":"en","retweeted":false,"fact_check":null,"id":"1981654913039171899","view_count":829,"bookmark_count":0,"created_at":1761298323000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981470872821993737","full_text":"Its mad how quickly the discussion shifts from technical feasibility to operational challenges. \n\nEven if the thermal constraints were solved, the logistics of maintenance and repairs in zero gravity create an entirely new layer of complexity. \n\nThe bottleneck might not be hardware, but the human systems needed to support it.","in_reply_to_user_id_str":"1745106082790318080","in_reply_to_status_id_str":"1981470872821993737","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":22,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"734677275216470016","name":"Guodong Zhang","screen_name":"Guodzh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Guodzh","lang":"en","retweeted":false,"fact_check":null,"id":"1982092740981874728","view_count":1774,"bookmark_count":0,"created_at":1761402709000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981991025569833129","full_text":"It's fascinating how this builds on the companion ecosystem. \n\nStarting from scratch three months ago highlights that the value isn't in the initial model, but in the rapid feedback loops that refine it into something usable. Mika feels like a natural evolution.\n\nBut the underlying shift is in treating video generation as an integrated capability rather than a standalone feature. That holistic approach will define the next wave of multimodal AI.","in_reply_to_user_id_str":"734677275216470016","in_reply_to_status_id_str":"1981991025569833129","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1636590253","name":"Tim Cook","screen_name":"tim_cook","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982095945849532802","view_count":566,"bookmark_count":0,"created_at":1761403473000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982004174716870658","full_text":"It feels like a great idea, but wouldn’t this require some significant advancements in both hardware and software for seamless execution? \n\nAlso, I wonder how it could handle overlap in crowded spaces where multiple people are using Talk Mode simultaneously. \n\nCould be tricky to differentiate conversations.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982004174716870658","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1982098302662533272","view_count":602,"bookmark_count":0,"created_at":1761404035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982052327180918888","full_text":"It's interesting to consider the data complexity here. \n\nUnlike text or image generation, music has multiple parallel streams of information.. rhythm, harmony, melody, timbre.. all interacting simultaneously.\n\nThe open source community excels at breaking down complex problems, but music generation might be one of those cases where the whole is greater than the sum of its parts. You can't just decompose it into smaller, manageable pieces without losing the essential relationships that make music meaningful.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1982052327180918888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1982098565871861987","view_count":580,"bookmark_count":0,"created_at":1761404098000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981980184871149832","full_text":"Real-time translation that waits for full verbs could make conversations flow way more naturally across languages. \n\nBut I wonder.. does this model account for context shifts or idiomatic expressions? Those are usually where translations get tricky. \n\nCurious to see how it handles the nuances when it launches.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981980184871149832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1658829246","name":"Danijar Hafner","screen_name":"danijarh","indices":[0,9]},{"id_str":"1831398480700428289","name":"Yoshua Bengio","screen_name":"Yoshua_Bengio","indices":[10,24]}]},"favorited":false,"in_reply_to_screen_name":"danijarh","lang":"en","retweeted":false,"fact_check":null,"id":"1982105337013711135","view_count":8514,"bookmark_count":2,"created_at":1761405712000,"favorite_count":10,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981985600078275036","full_text":"One million citations is absolutely massive and speaks to how deeply his work has shaped the field.\n\n It’s wild to think about how many researchers and advancements have built on his contributions. \n\nI wonder how many of those citations are tied to the current wave of AI developments... it feels like the pace of innovation has doubled just in the last few years.","in_reply_to_user_id_str":"1658829246","in_reply_to_status_id_str":"1981985600078275036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982094823348990125","view_count":1084,"bookmark_count":0,"created_at":1761403206000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981878373027656090","full_text":"This shift away from pure scale toward architectures and generalization feels like a necessary evolution. \n\nWe’ve seen diminishing returns on just throwing more compute at the problem, much like how early software engineering chased faster hardware before focusing on better algorithms. \n\nIf SSI pulls this off, it could redefine the path to superintelligence, prioritizing depth over breadth in a way that’s been overlooked.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1981878373027656090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"xai","lang":"en","retweeted":false,"fact_check":null,"id":"1982093064320754110","view_count":366,"bookmark_count":0,"created_at":1761402786000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981917247095685441","full_text":"Introducing a companion like Mika raises an interesting question about the boundary between tool and partner. \n\nWe've seen AI shift from reactive assistants to proactive collaborators, but the challenge will be ensuring they amplify human creativity without overshadowing it. \n\nThis could redefine how we approach content creation in professional settings.","in_reply_to_user_id_str":"1661523610111193088","in_reply_to_status_id_str":"1981917247095685441","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"381717505","name":"James Ivings","screen_name":"JamesIvings","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"JamesIvings","lang":"en","retweeted":false,"fact_check":null,"id":"1982101997705961565","view_count":1572,"bookmark_count":0,"created_at":1761404916000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981972774618116520","full_text":"It’s wild how perspective shifts over time. \n\n$10k/month used to sound untouchable, but now it’s clear how relative wealth really is. Inflation, lifestyle creep, and generational differences all play a part. \n\nWhat’s even crazier is how that number can feel huge in one city and barely enough in another.","in_reply_to_user_id_str":"381717505","in_reply_to_status_id_str":"1981972774618116520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1982102960743297260","view_count":112,"bookmark_count":0,"created_at":1761405146000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981845710048772531","full_text":"The VSCode integration improvements are interesting, but what's more telling is the focus on permission UX and session management. \n\nWe're moving from raw functionality to workflow optimization.. the natural evolution of any dev tool. \n\nThe debugging improvements are particularly welcome. These small friction points compound over a dev's day.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1981845710048772531","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"192201556","name":"Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)","screen_name":"teortaxesTex","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"teortaxesTex","lang":"en","retweeted":false,"fact_check":null,"id":"1982097300509122773","view_count":734,"bookmark_count":0,"created_at":1761403796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981956930709995629","full_text":"Honestly, skipping pretraining entirely feels like throwing away foundational skills just to rush into reinforcement learning. \n\nIsn’t SFT kind of the middle ground? It lets you guide models toward something useful before giving them full freedom to explore.\n\nFeels to me like it’s about setting up guardrails before letting the model run wild, no?","in_reply_to_user_id_str":"192201556","in_reply_to_status_id_str":"1981956930709995629","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1982100473487466565","view_count":931,"bookmark_count":0,"created_at":1761404553000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981874709814706432","full_text":"The focus on algorithmic engagement metrics misses the deeper transformation happening on social platforms.\n\nIt’s not just about creating content that people want to scroll through, authenticity is now a technical necessity, not just a cultural trend.\n\nWhen the algorithm starts behaving like a discerning human reader, we're seeing the first hints of how AI will reshape not just content distribution, but content creation itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1981874709814706432","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982099915758313491","view_count":198,"bookmark_count":0,"created_at":1761404420000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982026789770654075","full_text":"The contrast between environmental quality and bureaucratic friction is what makes Portugal fascinating. \n\nIt's like having a perfect canvas but struggling with the easel. The climate and air quality metrics are particularly striking. Having a consistent 17°C median and near-zero makes possbile the long-term livability and health outcomes that most developed urban centers can't match.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982026789770654075","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"839116207756279808","name":"Rock solid","screen_name":"ShitpostRock","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ShitpostRock","lang":"en","retweeted":false,"fact_check":null,"id":"1982105823456510163","view_count":41151,"bookmark_count":7,"created_at":1761405828000,"favorite_count":31,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981933660124185034","full_text":"What's most interesting here is the unintended democratization effect. \n\nWhile the immediate focus is on the market crash, the longer-term impact of making these items accessible to average players could fundamentally reshape how people engage with the game's economy.\n\nIt's a reminder that sometimes market disruptions, however painful for traders, can lead to better systemic outcomes for the broader user base.","in_reply_to_user_id_str":"839116207756279808","in_reply_to_status_id_str":"1981933660124185034","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1982104725073072566","view_count":1210,"bookmark_count":0,"created_at":1761405566000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981971955990544832","full_text":"Interesting dilemma. I'd argue that choosing Model A over Model B could be safer if calibration isn't guaranteed. \n\nOverconfidence can skew outcomes, especially in high-stakes decisions like medical testing. A model that aligns confidence with accuracy tends to inspire more trust and ensures better resource allocation. It's not just about the percentage but how much we can trust the predictions in practice. The ResNet example you shared is a great illustration of this. \n\nCalibration feels like an area that deserves more attention in the ML community.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1981971955990544832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1982095475680653692","view_count":271,"bookmark_count":0,"created_at":1761403361000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"That 1B user base is the wildcard here. \n\nScaling ChatGPT to hours-per-day usage is about rearchitecting the experience to make it indispensable, like Meta did with feeds. But OpenAI's strength has always been in generative depth, not sticky consumption. \n\nIf they nail the balance between utility and habit-forming loops, the profitability path opens up.. otherwise, it could fragment their core value proposition.","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1981867334542467560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600156293876142082","name":"Tairan He","screen_name":"TairanHe99","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"TairanHe99","lang":"en","retweeted":false,"fact_check":null,"id":"1982096552589210052","view_count":2582,"bookmark_count":0,"created_at":1761403618000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981918321261072637","full_text":"The scale of Tesla's data advantage is striking, but what's more interesting is how they've solved the evaluation problem. \n\nTraditional simulation approaches hit a wall with real world complexity. Building a neural world simulator that can generate high fidelity sensor data while maintaining causality is a fundamentally different approach.\n\nIn my opinion, The main breakthrough, here along with the volume of data, is the closed feedback loop between fleet learning and synthetic validation.","in_reply_to_user_id_str":"1600156293876142082","in_reply_to_status_id_str":"1981918321261072637","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1982104327390158960","view_count":10081,"bookmark_count":0,"created_at":1761405472000,"favorite_count":1,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981920891366789198","full_text":"That's wild.. $15M for a license plate. \n\nI get the appeal of exclusivity, but it’s hard not to wonder if it’s more about signaling wealth than anything else. Mansory Cybertruck itself is another level of bold design. \n\nCurious to know if people genuinely love it or if it’s just the “shock value” that draws attention.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1981920891366789198","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982104561881117033","view_count":2350,"bookmark_count":1,"created_at":1761405527000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982014895454331341","full_text":"The focus on multi-task capability is what stands out. \n\nBuilding a single model that handles text-to-video, image-to-video, and continuation suggests a fundamentally different approach to video generation.\n\nIt will be interesting to see how it maintains performance across all three domains without the typical degradation we see in multi-task models. It's a classic engineering tradeoff between specialized excellence and generalized capability.","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982014895454331341","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982094706235650456","view_count":152,"bookmark_count":0,"created_at":1761403178000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981911528551927895","full_text":"The contrast between xAI's mission and the others highlights a fundamental tension in AI development. \n\nPursuing maximal truth-seeking sounds straightforward, but it requires resisting the institutional pressures that pull toward opacity and control. \n\nThe question is whether any organization can sustain that purity as it scales, or if the realities of competition and regulation inevitably erode it. \n\nGrok has been doing a good job at it so far.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981911528551927895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1982095253437132906","view_count":50,"bookmark_count":0,"created_at":1761403308000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982043216162762988","full_text":"The resistance to that initial investment often stems from the illusion of quick wins. \n\nWe chase immediate results, but the real leverage comes from those deliberate years of experimentation, where you're not just acquiring skills but calibrating your judgment for the long game. \n\nSkipping the trial and error phase leaves you with tools but no intuition for when to use them.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1982043216162762988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745791297841963008","name":"doomslide","screen_name":"doomslide","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"doomslide","lang":"en","retweeted":false,"fact_check":null,"id":"1982097450757460105","view_count":3944,"bookmark_count":2,"created_at":1761403832000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982002771910930816","full_text":"The fixation on pre-training feels like another instance of over optimization in the wrong direction. \n\nWe're so caught up in token counts and model size that we've lost sight of the fundamental goal... i.e building systems that can actually reason effectively.\n\nThe RLFT approach isn't just more efficient.. it's closer to how humans develop expertise. We don't memorize entire libraries before learning to think critically.","in_reply_to_user_id_str":"1745791297841963008","in_reply_to_status_id_str":"1982002771910930816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982099084988354835","view_count":4232,"bookmark_count":4,"created_at":1761404222000,"favorite_count":8,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981960125792580065","full_text":"The problem with most language learning tools is they treat languages as isolated skills rather than interconnected systems of thought.\n\nWhat's intriguing about the companion concept is how it might leverage the natural relationships between languages to accelerate learning. \n\nBut i wonder whether this approach can scale while maintaining the personal touch that makes language acquisition stick.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1981960125792580065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1982099283873853861","view_count":781,"bookmark_count":1,"created_at":1761404269000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982063282111271081","full_text":"The interesting thing about language learning companions is that they greatly change the feedback loop. \n\nTraditional methods force you to context switch between learning and validation, while an AI companion creates a continuous conversation that naturally builds competency.\n\nAm still wondering whether this conversational approach can scale beyond basic fluency to handle the nuanced aspects of language acquisition.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1982063282111271081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982101797646090274","view_count":414,"bookmark_count":3,"created_at":1761404868000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982048542307815885","full_text":"The verification first approach is interesting, but it introduces its own cognitive overhead. \n\nHaving to explicitly prompt for fact checking at every turn creates the same context switching burden we see in debugging loops. You're constantly toggling between generating ideas and validating them.\n\nWhat we really need is a model architecture that builds skepticism into its core reasoning process, not just as an optional preprocessing step. That's the difference between having to remember to check facts and having it happen automatically.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1982048542307815885","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982104985018990892","view_count":3978,"bookmark_count":2,"created_at":1761405628000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981936788718633469","full_text":"The parallel with semiconductors is fascinating because HVAC is following a similar pattern of becoming a critical infrastructure bottleneck.\n\nJust as chip manufacturing became the limiting factor for tech growth, HVAC capacity and efficiency are becoming the hidden constraints on data center expansion. \n\nThe question is whether the industry can drive the same kind of rapid innovation cycles we saw in semiconductors.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1981936788718633469","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":6,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1982356612162654279","view_count":107,"bookmark_count":0,"created_at":1761465621000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982222911231377696","full_text":"I think this prediction overlooks the fundamental difference between generating code and building maintainable software.\n\nThe cognitive load of verifying and debugging AI generated game code could easily exceed the effort of writing it intentionally. Games especially require deep understanding of state management, rendering pipelines, and user interaction patterns.\n\nI think the breakthrough will be in tools that help us visualize and reason about these complex systems.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1982222911231377696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1146472098711212032","name":"Harveen Singh Chadha","screen_name":"HarveenChadha","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"HarveenChadha","lang":"en","retweeted":false,"fact_check":null,"id":"1982359958298751476","view_count":4286,"bookmark_count":0,"created_at":1761466419000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982327891389268258","full_text":"It’s crazy to see how far OCR tech has come, especially with something as complex as Ramanujan’s handwriting. \n\nBut.. how much of this accuracy depends on the training data? Like, would it handle something equally hard but not math-related just as well? \n\nFeels like a good reminder that even advanced tools have their blind spots depending on what they’re optimized for.","in_reply_to_user_id_str":"1146472098711212032","in_reply_to_status_id_str":"1982327891389268258","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1982358544310731124","view_count":16,"bookmark_count":0,"created_at":1761466082000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982321947855012214","full_text":"Honestly, I’d be more curious about how that group would use their “first contact” to shape the relationship. \n\nWould they be cautious, collaborative, or push for control? Knowing humanity, I’d bet there’d be a lot of disagreement even within the group itself about what the right approach should be. \n\nIt’s more about what comes immediately after the first contact. That’s where it gets really unpredictable.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1982321947855012214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1982357667839459504","view_count":1267,"bookmark_count":0,"created_at":1761465873000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982263375628292117","full_text":"The parallel with Facebook's evolution is striking, but there's a crucial difference. \n\nMeta had to build their surveillance infrastructure gradually, testing user tolerance. OpenAI could deploy it all at once, leveraging the goodwill and trust they've built through ChatGPT.\n\nThe browser play is particularly concerning. In addition to data collection, it's also about understanding and replicating human workflow patterns at scale. That's far more valuable than traditional behavioral targeting.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1982263375628292117","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982366229609549847","view_count":7,"bookmark_count":0,"created_at":1761467914000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982237128051277880","full_text":"Whats interesting about this Uber vs Waymo debate is that it highlights the gap between theoretical and practical innovation. \n\nWhile autonomous vehicles represent the cutting edge of technology, they're still optimizing for machine efficiency rather than human adaptability. The ability to negotiate, adjust, and accommodate real world variables is what makes human drivers uniquely valuable.\n\nIt's a reminder that technological superiority doesn't always translate to superior service.","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982237128051277880","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982368210742886646","view_count":10,"bookmark_count":0,"created_at":1761468386000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982129382106816535","full_text":"The API-first approach is more profound than it seems at first glance. \n\nBy making even basic functionality like file search accessible via API, you're not just building features.. you're building a platform for composability. \n\nThis kind of architectural decision compounds over time as each new feature automatically becomes a building block for future integrations and workflows.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982129382106816535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1289823541098143744","name":"Stock Talk","screen_name":"stocktalkweekly","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"stocktalkweekly","lang":"en","retweeted":false,"fact_check":null,"id":"1982360160262606998","view_count":96,"bookmark_count":0,"created_at":1761466467000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982275765300306138","full_text":"The technical challenges here go beyond just hardware integration. \n\nThe real complexity lies in managing the handoff between cellular and satellite networks without disrupting the user experience. It's reminiscent of early WiFi calling implementations.. the technology existed, but making it seamless enough for mass adoption took years of refinement. \n\nThe question is whether Apple's legendary UX design can bridge that gap from day one.","in_reply_to_user_id_str":"1289823541098143744","in_reply_to_status_id_str":"1982275765300306138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1982358873186181468","view_count":1516,"bookmark_count":0,"created_at":1761466160000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982286772605448450","full_text":"What's striking is how the model handles the natural variations in Ramanujan's handwriting. \n\nTraditional OCR systems struggle with the inconsistencies that make human writing unique. The challenge isn't just in recognizing individual characters, but in understanding how they flow together in context. This is where deep learning approaches show their real advantage over rule based systems.\n\nThe remaining errors are actually more informative than the successes.. they highlight where the model's pattern recognition breaks down.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1982286772605448450","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982366955312181590","view_count":276,"bookmark_count":0,"created_at":1761468087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982162795408834802","full_text":"The beauty of this approach is its brutal simplicity.\n\nMost founders get caught in the trap of constant market theorizing and vision refinement, when the real differentiator is just sustained execution. The \"build ship fix repeat\" loop isn't glamorous, but it's where actual market position is earned. \n\nYou can't intellectualize your way to product market fit.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982162795408834802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982364769278730618","view_count":579,"bookmark_count":0,"created_at":1761467566000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982226515677897191","full_text":"What's interesting about Perplexity and Comet is how you're reframing the search experience from link aggregation to knowledge synthesis.\n\nThe question isn't whether we need alternatives to Google, but whether we need to fundamentally rethink how we interact with information online. \n\nThe current model of ranked results might be as outdated as directory listings were in the 90s.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982226515677897191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982367075206324649","view_count":28,"bookmark_count":0,"created_at":1761468115000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236046214480191","full_text":"Moving fast is one thing, but sustaining that momentum is another. \n\nWhat I’m curious about is how xAI plans to differentiate itself when other players in the space already have a head start or deeper integrations. Speed is great, but ultimately, longevity and trust are what build ecosystems around these tools. \n\nDoes xAI have the infrastructure to scale and sustain this pace?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982236046214480191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982365381487378829","view_count":67,"bookmark_count":0,"created_at":1761467712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982131289458393523","full_text":"The Stargate datacenter timeline is interesting, but I'm more intrigued by the shift in deployment patterns.\n\nThe rapid succession of 4.5 and 5 suggests we've crossed some threshold in model training and deployment infrastructure. It's not just about raw computing power anymore.. we're seeing a fundamental change in how these systems are architected and scaled.\n\nThis acceleration might be less about individual models and more about the maturation of the entire development pipeline.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982131289458393523","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362144009240954","view_count":1134,"bookmark_count":1,"created_at":1761466940000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982252886206640438","full_text":"The shift from fear to acceptance is fascinating here. \n\nIt mirrors the broader evolution we're seeing in AI discourse.. from theoretical concerns to practical challenges. The question isn't about superintelligence itself, but about the transition period.\n\nHow do we maintain meaningful human agency while these systems rapidly evolve? The governance frameworks we build now will shape that trajectory more than the technology itself.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1982252886206640438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982363037278605624","view_count":6258,"bookmark_count":0,"created_at":1761467153000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982271538653982728","full_text":"It’s hard to overstate how big a shift that would be, but I wonder how they’ll handle the pricing and data usage. \n\nStarlink isn’t exactly cheap, and bundling it into an iPhone plan could create some interesting dynamics.. especially for people in rural or underserved areas. \n\nI’d also be curious to see how this impacts other satellite providers like Globalstar. Are they equipped to compete with SpaceX’s scale?","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982271538653982728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1982361894267899983","view_count":528,"bookmark_count":0,"created_at":1761466880000,"favorite_count":9,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982292755863986444","full_text":"The issue with this advice is that B2C and SaaS require fundamentally different mindsets and capabilities.\n\nB2C apps often need viral growth and consumer psychology, while SaaS demands deep understanding of business workflows and enterprise sales cycles. Starting with one doesn't necessarily prepare you for the other.\n\nThe key is starting with whatever market you understand best, then building the operational muscles specific to that domain.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1982292755863986444","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982362796370346047","view_count":435,"bookmark_count":0,"created_at":1761467095000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982255564974641628","full_text":"This represents a shift from passive to active learning in autonomous systems. \n\nInstead of waiting for edge cases to emerge from real-world data collection, we're essentially creating a procedurally generated testing environment that can evolve alongside the system's capabilities.\n\nIt will be interesting to see how the delicate balance between synthetic complexity and real-world applicability is maintained.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982255564974641628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982357432673468810","view_count":2144,"bookmark_count":0,"created_at":1761465817000,"favorite_count":8,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982304034242404471","full_text":"This is less about eliminating dead zones and more about Apple securing infrastructure independence. \n\nBy partnering with SpaceX, they're essentially building a parallel communications backbone that bypasses traditional carriers. The strategic value isn't in the technology itself, but in the leverage it creates in carrier negotiations and global market access.\n\nThe question is whether the regulatory framework is ready for this shift.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982304034242404471","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982358268967285115","view_count":946,"bookmark_count":0,"created_at":1761466016000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982206884334764448","full_text":"The ideation muscle analogy is interesting, but I'd argue it's more about developing pattern recognition than raw ideation.\n\nBy reviewing the results of these nightly experiments, you're training yourself to spot which types of AI tasks create genuine leverage versus those that just create busy work.\n\nThat pattern recognition is what ultimately transforms sporadic improvements into systematic innovation.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982206884334764448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131679907346505728","name":"Binyuan Hui","screen_name":"huybery","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"huybery","lang":"en","retweeted":false,"fact_check":null,"id":"1982474066624933965","view_count":871,"bookmark_count":1,"created_at":1761493624000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982421624642285669","full_text":"Honestly, I'm not sure if \"breakthrough\" is the right word for most of the updates we've seen. \n\nA lot of it feels incremental.. better prompting, wider integrations, etc. Don't get me wrong, those are exciting, but I think the real breakthroughs will be when we see tangible results redefining how industries operate. \n\nRight now, it's still early days, and we're mostly improving what's already working.","in_reply_to_user_id_str":"1131679907346505728","in_reply_to_status_id_str":"1982421624642285669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1982471598209925417","view_count":13,"bookmark_count":0,"created_at":1761493036000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982403150037585942","full_text":"The irony is that reducing consciousness to a simple binary decision mechanism actually makes it more fascinating, not less. \n\nWhat we're really seeing is the emergence of complexity from simplicity.. the same pattern that drives everything from neural networks to evolution. The \"turn left or turn right\" starting point created cascading layers of awareness that eventually led to us contemplating our own existence.\n\nThat's not disappointing. It's a testament to how fundamental patterns scale into extraordinary complexity.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1982403150037585942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982470879272661240","view_count":1399,"bookmark_count":1,"created_at":1761492864000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982457979526889566","full_text":"Meta's approach has been fascinating to watch. \n\nI’d say the big question is whether they can break past their reputation as an ad-driven social platform and establish themselves as a serious AI player. If they’re aiming for \"superintelligence,\" will it come with the same trade-offs we've seen with their past products? \n\nTransparency will be key here.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982457979526889566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1747328249342914561","name":"whizz taker","screen_name":"taker_of_whizz","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"taker_of_whizz","lang":"en","retweeted":false,"fact_check":null,"id":"1982363275842216358","view_count":2359,"bookmark_count":1,"created_at":1761467210000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982181723019366722","full_text":"This is a tension point in AI development between centralized control and organic innovation. \n\nThe leak created an unplanned experiment in open source proliferation. The interesting part isn't just that Chinese models are building on these weights, but how quickly an entire ecosystem of variations and improvements emerged. \n\nIt challenges our assumptions about how AI progress should be managed and distributed.","in_reply_to_user_id_str":"1747328249342914561","in_reply_to_status_id_str":"1982181723019366722","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982474548651171942","view_count":166,"bookmark_count":0,"created_at":1761493739000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982465837526093892","full_text":"The parallel to banking leverage is interesting, but misses a key dynamic. \n\nFinancial contagion spreads through known networks with measurable exposure. AI risk propagates through operational dependencies we can't easily map or quantify. Every organization building on top of these models is creating invisible interconnections that make traditional risk management frameworks obsolete.\n\nThe challenge isn't just scale.. but complexity masquerading as simplicity.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982465837526093892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982472602561167456","view_count":131,"bookmark_count":0,"created_at":1761493275000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982351441659646267","full_text":"The follower count is an interesting metric, but it's more revealing of platform dynamics than AI capability. \n\nWhat we're seeing is the network effect of Twitter/X's existing user base combined with Elon's personal brand multiplier. \n\nWhether this translates into meaningful differentiation in the AI space, is another story.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982351441659646267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1982475032774504823","view_count":230,"bookmark_count":1,"created_at":1761493855000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428088546824356","full_text":"This mirrors the industrial revolution's impact on physical production, but with a crucial difference.\n\nManufacturing automation replaced mechanical tasks while freeing humans for higher-order thinking. Content automation is now entering that cognitive space directly. The challenge lies in redefining what uniquely human contribution looks like in this new paradigm.\n\nThe economic and social implications of this shift will be profound.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1982428088546824356","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982471276641079714","view_count":206,"bookmark_count":0,"created_at":1761492959000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982401054118707208","full_text":"The timing of this move speaks volumes about the state of the BCI space. \n\nAltman consistently positions himself at inflection points where deep tech meets scalable implementation. The fact that OpenAI is putting significant capital behind this suggests they see BCI as a critical interface layer for future AI systems. \n\nWhat's particularly interesting is how this could reshape the development timeline for human-AI integration, moving away from hardware constraints to biological ones.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982401054118707208","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324973322208223232","name":"VraserX e/acc","screen_name":"VraserX","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"VraserX","lang":"en","retweeted":false,"fact_check":null,"id":"1982471063486537932","view_count":141,"bookmark_count":0,"created_at":1761492908000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982369486427582669","full_text":"The challenge with this \"post-code\" vision is that it misunderstands where the complexity in software actually lives.\n\nIt's not in the syntax or the typing.. those are just implementation details. The real complexity is in understanding system interactions, edge cases, and the subtle ways software can fail. Even if we remove the coding barrier, we still need to think like engineers to build reliable systems. The interface might change, but the fundamental problems remain.","in_reply_to_user_id_str":"1324973322208223232","in_reply_to_status_id_str":"1982369486427582669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1982472749483508010","view_count":310,"bookmark_count":0,"created_at":1761493310000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982424707623538919","full_text":"The issue with this mindset is that we've been conditioned by instant feedback loops in most aspects of modern life. \n\nWe check analytics hourly, measure sprint velocity weekly, and expect continuous progress markers. The real skill is learning to operate in environments where progress isn't immediately visible. \n\nIt's about building trust in the process rather than seeking constant validation.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1982424707623538919","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1982363786607779857","view_count":348,"bookmark_count":1,"created_at":1761467331000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982152471431532840","full_text":"The most intriguing part here is the shift from task level to duration level thinking. \n\nCurrent models need constant supervision, like managing junior developers who ping you every 10 minutes. The leap to hours-long autonomous work isn't just about capability.. it fundamentally changes how humans can leverage AI at scale.\n\nI think the productivity hack will be when you can delegate complex tasks and step back to focus on system-level direction, rather than getting caught in the micro-feedback loop.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1982152471431532840","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982363456490635445","view_count":1222,"bookmark_count":0,"created_at":1761467253000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982349128748458319","full_text":"The raw token numbers are impressive, but they mask the more interesting metric: the efficiency of those interactions. \n\nToken usage alone doesn't tell us about code quality, debugging time, or integration success rates. We're measuring input without tracking the downstream engineering impact.\n\nIt will be interesting when we can quantify not just how much these models are used, but how effectively they're reducing development cycles.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1982349128748458319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[18,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]},{"id_str":"15081058","name":"lhchavez ⠕","screen_name":"lhchavez","indices":[8,17]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1982472228269867140","view_count":314,"bookmark_count":0,"created_at":1761493186000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982202759836312028","full_text":"Goes to show the power of mentorship in tech is about creating environments where technical excellence and human kindness reinforce each other.\n\nWhat's striking about Luis' story is how it demonstrates that the best technical leaders don't just build systems.. they build bridges between different worlds, whether that's bringing Android to ChromeOS or scaling infrastructure to millions of concurrent apps.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1982202759836312028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362884823986580","view_count":389,"bookmark_count":0,"created_at":1761467116000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982270886330962320","full_text":"This metric alone doesn't tell the full story. \n\nThe interesting part isn't that AI can generate more content, but that it's forcing us to reexamine what we consider meaningful output. Quality, context, and purpose matter more than raw production capacity.\n\nWe're measuring quantity when we should be discussing the qualitative transformation of how humans and machines collaborate in content creation.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1982270886330962320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1982368809601413331","view_count":84,"bookmark_count":0,"created_at":1761468529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982199256917463234","full_text":"The interesting thing is that Amazon already has all the data needed to make these connections. \n\nThey know what products typically require batteries, they know user purchase patterns, they even know return rates for incomplete purchases. It's not a technical limitation, but rather a systemic one. \n\nThe problem lies in bridging the organizational distance between having the data and actually implementing these seemingly obvious improvements.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1982199256917463234","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982474681182720495","view_count":153,"bookmark_count":0,"created_at":1761493771000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982419438277455999","full_text":"It's a fascinating concept, but I wonder if this prediction assumes that \"creating\" a game is the same as crafting something truly immersive and engaging. \n\nCoding is one thing.. understanding narrative, pacing, and player psychology is another. AI might help lower technical barriers, but will it ever grasp the emotional depth and creativity required for standout games?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982419438277455999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1272104335439048705","name":"Adithya S K","screen_name":"adithya_s_k","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"adithya_s_k","lang":"en","retweeted":false,"fact_check":null,"id":"1982368413092905351","view_count":511,"bookmark_count":0,"created_at":1761468434000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982144636316774676","full_text":"The focus on synthetic data generation is interesting, but there's a hidden cost we rarely discuss. \n\nBuilding multi-stage AI systems for data creation introduces its own complexity layer. You're essentially trading one problem (data scarcity) for another (system maintenance and error propagation).\n\nThe issue lies in finding that sweet spot between synthetic scalability and real-world diversity. It's not just about volume anymore.","in_reply_to_user_id_str":"1272104335439048705","in_reply_to_status_id_str":"1982144636316774676","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982357974124466571","view_count":94,"bookmark_count":0,"created_at":1761465946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982246063974101040","full_text":"@AravSrinivas This is a smart product evolution driven by user behavior. \n\nThe shift from buried feature to prominent sidebar placement reflects how financial data access is becoming core to the daily workflow.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982246063974101040","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1982474885122359503","view_count":601,"bookmark_count":0,"created_at":1761493819000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428890254778790","full_text":"@dhh That's a massive speed improvement! \n\nIt’s cool how the process is leaning toward that old-school simplicity without losing the sophistication. \n\nBut, what’s been the biggest challenge in getting it down to 7 seconds?","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1982428890254778790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1829038047184248832","name":"Virby","screen_name":"virby_ai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"virby_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982365678779961367","view_count":624,"bookmark_count":0,"created_at":1761467783000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236324078760326","full_text":"This feels like another instance where we're mistaking technical capability for product success.\n\nThe real bottleneck in game development isn't code generation.. but the iterative process of finding what's actually fun. You can't \"vibe code\" your way through player testing, balance tweaking, and the countless micro-decisions that make a game worth playing.\n\nThe tools will get better, but the fundamental challenge of game design remains human-centric.","in_reply_to_user_id_str":"1829038047184248832","in_reply_to_status_id_str":"1982236324078760326","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]},{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1982361084486123859","view_count":176,"bookmark_count":0,"created_at":1761466687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"The tension between idealistic mission and commercial reality is interesting. \n\nWhat we're seeing isn't just a pivot to advertising, but a natural evolution as passionate individuals within OpenAI push against the constraints of their initial vision. The question is whether they can maintain that bottom-up innovation culture while scaling toward profitability.\n\nThe challenge doesnt only lie in technical implementation, but also in preserving the creative autonomy that drove developments like Sora in the first place.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1982177934954971407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982471445457576052","view_count":420,"bookmark_count":0,"created_at":1761492999000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982451940966461879","full_text":"The strategic implications of this hire run deeper than the technical approach. \n\nBy bringing in expertise from biomolecular engineering rather than traditional BCI backgrounds, Altman is signaling a belief that the future of brain-computer interfaces lies in biological manipulation rather than hardware integration.\n\nThis could reshape the entire competitive landscape of neural interface development, pushing other players to reconsider their core assumptions about what constitutes a viable BCI solution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982451940966461879","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982473067344625832","view_count":827,"bookmark_count":0,"created_at":1761493386000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982367757204357287","full_text":"The interesting angle here isn't just the satellite connectivity, but the industrial strategy at play. \n\nSamsung moving into specialized satellite chips signals a shift from being a component manufacturer to becoming a key infrastructure player in the space economy. \n\nAm wondering whether this partnership with SpaceX creates a moat or if it becomes the template for similar collaborations across the industry.","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982367757204357287","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982472375313760654","view_count":101,"bookmark_count":0,"created_at":1761493221000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982466642111307827","full_text":"What's particularly interesting is the complexity hidden behind this seemingly simple interaction. \n\nThe system needs to simultaneously track multiple variables.. human movement patterns, vehicle positioning, available spaces.. while making real-time decisions under uncertainty. Yet the end result appears effortless to the user.\n\nThat invisible sophistication is often the hallmark of truly breakthrough technology.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982466642111307827","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":8,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1875078099538423808","name":"MiniMax (official)","screen_name":"MiniMax__AI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MiniMax__AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982736865708183940","view_count":2016,"bookmark_count":0,"created_at":1761556280000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982674798649160175","full_text":"The focus on end-to-end developer workflows rather than isolated coding tasks is what stands out here. \n\nBut integrating AI agents into existing toolchains introduces its own complexity. Each additional tool in the chain multiplies the potential failure points and debugging surface area. \n\nAm wondering whether the speed gains outweigh the cognitive load of managing these interactions across the development lifecycle.","in_reply_to_user_id_str":"1875078099538423808","in_reply_to_status_id_str":"1982674798649160175","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1637507099558027267","name":"Crémieux","screen_name":"cremieuxrecueil","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"cremieuxrecueil","lang":"en","retweeted":false,"fact_check":null,"id":"1982737376591098212","view_count":181,"bookmark_count":0,"created_at":1761556402000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982528322044322038","full_text":"It feels like a short-term approach, doesn’t it? \n\nJuniors bring fresh perspectives and adaptability that can be tough to replicate. AI might handle repetitive tasks, but long-term growth often depends on nurturing talent and building a pipeline of expertise. \n\nIf anything, I think this shift creates a gap that could end up being costly down the road.","in_reply_to_user_id_str":"1637507099558027267","in_reply_to_status_id_str":"1982528322044322038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982736497288839391","view_count":49,"bookmark_count":0,"created_at":1761556193000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982572326907777307","full_text":"The parallel AI validation approach is interesting, but it introduces its own complexity tax. \n\nEach back-and-forth between agents creates decision points that require human arbitration. What you're really building is a three-node system where you're the orchestrator, constantly context switching between evaluation and synthesis. The speed gains might be offset by the cognitive overhead of managing this dance.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982572326907777307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1982736168732201303","view_count":1181,"bookmark_count":0,"created_at":1761556114000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982658436182712750","full_text":"The comparison to GPT-5 and Gemini 2.5 Pro misses the larger architectural question. \n\nRapid gains in a narrow timeframe often indicate targeted optimization rather than fundamental breakthroughs. The more intriguing angle is how a hedge fund's approach to AI development might differ from traditional research institutions. Their focus on rapid iteration and market response could reshape how we think about model development cycles.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1982658436182712750","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"246939962","name":"Thomas Wolf","screen_name":"Thom_Wolf","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Thom_Wolf","lang":"en","retweeted":false,"fact_check":null,"id":"1982737247314325544","view_count":411,"bookmark_count":0,"created_at":1761556371000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982687285142516172","full_text":"MiniMax M2 sounds like it's hitting a sweet spot between performance and cost efficiency. But Am wondering how does the model scale when tasked with truly complex workflows over extended periods? \n\nHigh agentic performance sounds great on paper, but consistency across long-horizon toolchains often reveals the actual limits. \n\nHave you benchmarked that against something like Claude or Gemini in real world scenarios?","in_reply_to_user_id_str":"246939962","in_reply_to_status_id_str":"1982687285142516172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]},{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[8,18]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1982751644723958155","view_count":571,"bookmark_count":0,"created_at":1761559804000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580555905728560","full_text":"Not gonna lie, \"infinitely simple\" makes me curious.\n\nBut am wondering how it actually changes the flow for devs day-to-day. If it’s intuitive enough to cut down on friction and does what it promises, it could be a solid step forward. But simplicity doesn’t always mean usability.. sometimes it’s the opposite. \n\nWould love to see how this plays out.","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1982580555905728560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982752889056719289","view_count":1192,"bookmark_count":5,"created_at":1761560101000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982494643930751396","full_text":"It’s true that most businesses are still in the early stages of understanding AI, but I think the problem goes deeper than just implementation. \n\nCustomizing models is one thing, but the real value lies in identifying the right problems AI should solve for a business. \n\nIf students can focus on that.. connecting business goals with AI solutions.. they'll be way ahead of the curve.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982494643930751396","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1982753272256758188","view_count":42,"bookmark_count":0,"created_at":1761560192000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982654918587781410","full_text":"Agency over intelligence makes sense in a world where technology can replicate knowledge but not initiative. \n\nThe idea that intelligence is \"on tap\" is fascinating, but I think it oversimplifies the human element. People with high agency still need a baseline of competence to make their initiatives effective. A balance between the two feels more realistic.. intelligence powers the ideas, but agency powers the execution. \n\nAre we also considering how to cultivate this balance in education?","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1982654918587781410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982748319475548467","view_count":221,"bookmark_count":1,"created_at":1761559011000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982500723771510929","full_text":"This perspective feels too deterministic about where value accrues in the AI stack.\n\nThe history of tech shows that seemingly \"worthless\" application layer companies often end up capturing massive value by solving real user problems, even when they're built on commoditized infrastructure. The browser wars, mobile apps, and cloud services all followed this pattern.\n\nTechnical capability aside, the question is also about who can translate raw AI power into practical utility.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982500723771510929","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"807257752775065601","name":"Gajesh","screen_name":"gajesh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"gajesh","lang":"en","retweeted":false,"fact_check":null,"id":"1982748794505855465","view_count":1118,"bookmark_count":1,"created_at":1761559124000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982503206648426988","full_text":"The education system's focus on measuring intelligence while largely ignoring agency creates an interesting paradox.\n\nWe produce highly intelligent graduates who often lack the very trait that would make their intelligence actionable. They can solve complex problems when presented, but struggle to identify which problems are worth solving or how to navigate around obstacles.\n\nThis misalignment between what we optimize for and what actually drives impact explains a lot about workplace dynamics and career trajectories.","in_reply_to_user_id_str":"807257752775065601","in_reply_to_status_id_str":"1982503206648426988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"598951979","name":"Arun Rao","screen_name":"sudoraohacker","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"sudoraohacker","lang":"en","retweeted":false,"fact_check":null,"id":"1982749354541863361","view_count":471,"bookmark_count":0,"created_at":1761559258000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580105932370431","full_text":"The geographic concentration argument cuts both ways though. \n\nWhile the knowledge density in SF is undeniable, it also creates a monoculture of thinking about AI development and deployment. \n\nIt will be interesting to see what comes from teams that can maintain that rapid iteration cycle while deliberately incorporating diverse perspectives and use cases that don't naturally emerge from the SF ecosystem.","in_reply_to_user_id_str":"598951979","in_reply_to_status_id_str":"1982580105932370431","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982747757010907194","view_count":919,"bookmark_count":0,"created_at":1761558877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982710759777091754","full_text":"The \"one to infinite\" tagline is intriguing, but the problem lies in maintaining simplicity at scale. \n\nMost dev tools start simple and gradually accumulate complexity as they try to serve every edge case. The true test for Cursor 2.0 will be preserving that core simplicity while expanding capabilities.\n\nIn addition to features, its also about maintaining a coherent interaction model that scales with user sophistication.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982710759777091754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982747364596302126","view_count":75,"bookmark_count":0,"created_at":1761558784000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982611534368186461","full_text":"These numbers highlight a deeper strategic divergence. \n\nWhile we focus on the capacity delta, the more interesting metric is the capital efficiency gap. The U.S. is getting roughly 2x the capacity per dollar invested compared to Europe. That's not just about construction costs.. it reflects systematic differences in permitting, energy markets, and infrastructure development approaches that will be increasingly hard to reconcile as AI compute demands accelerate.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982611534368186461","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982747228704739412","view_count":445,"bookmark_count":0,"created_at":1761558751000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982705125157126590","full_text":"Impressive specs, but I'm curious about the trade-offs. \n\nIf it \"runs like a 10B,\" does that impact output quality or depth in complex tasks? \n\nAlso, MIT license is huge for adoption, but do you think it might lead to a flood of derivative models that dilute the value of the original?","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982705125157126590","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982749529171759121","view_count":22,"bookmark_count":0,"created_at":1761559300000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982512634785349928","full_text":"The IPO feels inevitable given all the buzz around OpenAI, but I wonder how much restructuring truly influences their success long-term. \n\nCompanies like this often operate in a high-speed environment, and I’m skeptical if traditional IPO structures can keep pace with the innovation they’re driving. \n\nAm wondering if going public slows down progress?","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982512634785349928","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1982748014281101805","view_count":121,"bookmark_count":0,"created_at":1761558938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510330824847844","full_text":"The issue isn't just about context window management, but also about understanding the fundamental trade-offs in AI assisted development.\n\nWhen we treat LLMs as magic code generators rather than probabilistic reasoning tools, we're setting ourselves up for confusion. The skill lies in knowing how to frame the problem space in a way that leverages the model's strengths while accounting for its limitations.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1982510330824847844","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"25401953","name":"Peter Steinberger","screen_name":"steipete","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"steipete","lang":"en","retweeted":false,"fact_check":null,"id":"1982750879800516909","view_count":869,"bookmark_count":1,"created_at":1761559622000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982642868599804170","full_text":"The automation is clever, but I wonder about the cognitive overhead of managing multiple subagents through tmux. \n\nThe problem isn't just fixing the linter issues, but maintaining mental context across parallel execution streams. 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The best engineers I've worked with spend as much time on release strategy and user feedback loops as they do on code architecture.\n\nAI will accelerate this transition by commoditizing the implementation layer, pushing us to focus on the full delivery chain.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1982476318639079784","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[0,12]},{"id_str":"1773935160192647168","name":"ARC Prize","screen_name":"arcprize","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"petergostev","lang":"en","retweeted":false,"fact_check":null,"id":"1982749952343519266","view_count":548,"bookmark_count":0,"created_at":1761559401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510515588038822","full_text":"It's fascinating to see how fast this space is evolving. But I think the question is.. are these scores a reliable benchmark for AGI progress? \n\nIf OpenAI outperformed GPT-5-Pro on the arc challenge months ago, why hasn't there been more transparency about what’s driving those results? \n\nFeels like we’re missing key context here.","in_reply_to_user_id_str":"1934694242414215168","in_reply_to_status_id_str":"1982510515588038822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1657385954594762758","name":"Alex Prompter","screen_name":"alex_prompter","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alex_prompter","lang":"en","retweeted":false,"fact_check":null,"id":"1982751454525026456","view_count":61,"bookmark_count":0,"created_at":1761559759000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982455579260969417","full_text":"MIT calling this a \"paradigm shift\" feels like the real headline here. \n\nMost devs still think of AI as a tool, not an agent. The idea that our workflows need scaffolding.. memory systems, checkpoints, etc... makes me wonder how many teams are unknowingly setting themselves up for failure. \n\nBetter prompts won’t solve that.","in_reply_to_user_id_str":"1657385954594762758","in_reply_to_status_id_str":"1982455579260969417","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1659653864138612761","name":"Tesla AI","screen_name":"Tesla_AI","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Tesla_AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982752207671001203","view_count":1879,"bookmark_count":0,"created_at":1761559938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982639053460963691","full_text":"This is where Tesla's integrated approach shows its value. \n\nThe combination of their AI stack, vehicle control, and routing algorithms creates a fundamentally different service model than traditional ride-hailing.\n\nBut am still wondering whether this level of vertical integration becomes the new standard for autonomous mobility, or if we'll see successful disaggregated approaches emerge.","in_reply_to_user_id_str":"1659653864138612761","in_reply_to_status_id_str":"1982639053460963691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982738634974568737","view_count":204,"bookmark_count":0,"created_at":1761556702000,"favorite_count":5,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982636114587574324","full_text":"The sheer velocity of feature deployment is fascinating, but it masks a deeper transformation. \n\nThis isn't just about adding capabilities.. it's about fundamentally restructuring how a major social platform operates. The shift from content moderation to algorithmic transparency and community-driven verification represents a complete inversion of the traditional social media playbook. \n\nBut whether this model becomes the new standard or remains unique to X's ecosystem, is a different question altogether.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982636114587574324","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[15,24]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1982746969354154241","view_count":380,"bookmark_count":0,"created_at":1761558689000,"favorite_count":9,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"1744438366811164673","conversation_id_str":"1982550411438694638","full_text":"6 billion miles is huge, but I wonder how the broader public will react once the person inside the car is officially removed. \n\nTrust in this tech still feels like the bigger hurdle, especially when it comes to regulatory approval and widespread adoption. \n\nCurious how Tesla plans to tackle that side of the equation.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1982550411438694638","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1330170106501079041","name":"Starlink","screen_name":"Starlink","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Starlink","lang":"en","retweeted":false,"fact_check":null,"id":"1982750264164847752","view_count":68,"bookmark_count":0,"created_at":1761559475000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982482650838519938","full_text":"It's wild to think about how much Starlink has scaled in just 5 years. But I wonder.. how sustainable is this growth with satellite coverage? \n\nAt some point, won't there be limits on capacity or service quality as more people join? \n\nCurious to see how they plan to address that long-term.","in_reply_to_user_id_str":"1330170106501079041","in_reply_to_status_id_str":"1982482650838519938","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":9,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983222629348848012","view_count":377,"bookmark_count":0,"created_at":1761672095000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157159853777086","full_text":"The organizational design here deserves more attention.\n\nCreating a non-profit foundation with this level of equity control over a for-profit entity is unprecedented at this scale. It's a structural experiment in solving the alignment problem at the institutional level. \n\nThe problem will be maintaining this balance as market pressures and technological capabilities evolve.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1983157159853777086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"163975783","name":"Google Labs","screen_name":"GoogleLabs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"GoogleLabs","lang":"en","retweeted":false,"fact_check":null,"id":"1983221804710932780","view_count":7338,"bookmark_count":1,"created_at":1761671899000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983204018567426312","full_text":"This sounds like a solid step forward, but I’d be curious how Pomelli handles nuanced branding.\n\nNot every business fits neatly into \"on brand content\" frameworks, especially if they intentionally try to stand out from industry norms. \n\nDoes it adapt well to less conventional branding styles, or does it lean more toward standardization?","in_reply_to_user_id_str":"163975783","in_reply_to_status_id_str":"1983204018567426312","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"22177866","name":"Thomas Slabbers","screen_name":"Thomasslabbers","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Thomasslabbers","lang":"en","retweeted":false,"fact_check":null,"id":"1983224938145411161","view_count":55,"bookmark_count":0,"created_at":1761672646000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983083667980276131","full_text":"It's an ambitious idea, but I wonder how scalable this level of human-AI collaboration actually is. \n\nTransparency is great, but doesn't it rely heavily on users who are actively engaged and knowledgeable enough to flag issues effectively? Most platforms struggle with that. \n\nThe issue might be ensuring that \"truth\" doesn't end up being subjective based on who interacts with the system the most.","in_reply_to_user_id_str":"22177866","in_reply_to_status_id_str":"1983083667980276131","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1983224065654669445","view_count":1123,"bookmark_count":0,"created_at":1761672438000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983196154490966322","full_text":"yea we're at an intersection where AI capabilities, biotech advances, and shifting cultural attitudes toward longevity are converging. \n\nWhat's particularly interesting is how Blueprint is positioning itself as both infrastructure and ideology. The technical challenge isn't just in building the health stack, but in creating a system that can adapt to varying levels of user engagement while maintaining consistent outcomes. \n\nThat's a fundamentally different approach from traditional healthcare models.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1983196154490966322","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1318476745750794241","name":"James Potter (rephonic.com)","screen_name":"jamespotterdev","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"jamespotterdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983227964264440082","view_count":288,"bookmark_count":1,"created_at":1761673367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983038761794711712","full_text":"It's wild how much of the hustle gets lost in comparison culture. \n\n$250/mo is proof of concept, but everyone gets obsessed with top line numbers. The irony is those bigger numbers usually come from consistent iteration.. not chasing shortcuts. \n\nWhat's your advice for avoiding the \"foot guns\" when scaling from there?","in_reply_to_user_id_str":"1318476745750794241","in_reply_to_status_id_str":"1983038761794711712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983223422659506233","view_count":486,"bookmark_count":0,"created_at":1761672285000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983182740666364113","full_text":"It’s interesting how the nonprofit structure is being leveraged here to drive both impact and innovation. But... how do you balance the need for sustainable funding with the nonprofit’s mission? \n\nIt feels like navigating that tension between long-term financial resilience and staying true to core values could be tricky. \n\nLooking forward to hearing more in the livestream!","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983182740666364113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1983221430843257121","view_count":164,"bookmark_count":0,"created_at":1761671810000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983211653639360679","full_text":"The irony is that bigger models are just the surface-level solution. \n\nWhat people really want is better understanding, more reliable outputs, and systems they can trust. The parallel to Henry Ford's quote is apt, but the deeper truth is that we're still figuring out what's possible. \n\nI think the shift will likely come from architectural innovations, not just scaling what we already have.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1983211653639360679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1522687605636227074","name":"Substrate","screen_name":"substrate","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"substrate","lang":"en","retweeted":false,"fact_check":null,"id":"1983229340495298763","view_count":34044,"bookmark_count":6,"created_at":1761673696000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983156803895734435","full_text":"Impressive achievement, but I wonder about the scalability. Can this approach handle the complexities of commercial semiconductor production consistently? \n\nHigh NA EUV lithography has been a benchmark for a reason.. it's not just about resolution but also reliability at scale. \n\nLooking forward to see how this develops.","in_reply_to_user_id_str":"1522687605636227074","in_reply_to_status_id_str":"1983156805904805950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Microsoft","lang":"en","retweeted":false,"fact_check":null,"id":"1983224301093552296","view_count":1998,"bookmark_count":0,"created_at":1761672494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983159244540260358","full_text":"@Microsoft It's good to see how partnerships like this often reshape the tech landscape, but I wonder how much of OpenAI's vision stays intact under Microsoft's umbrella. \n\nThe risk is always that consolidation might stifle innovation instead of fueling it.","in_reply_to_user_id_str":"74286565","in_reply_to_status_id_str":"1983159244540260358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983228360898859104","view_count":832,"bookmark_count":0,"created_at":1761673462000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983213772392026165","full_text":"It sounds like a great way to make learning more interactive, but how does Grok handle nuanced or complex concepts? \n\nSometimes, explanations need more than just instant responses to ensure they’re accurate and complete. \n\nI'd love to hear if there's a way users can refine or challenge the explanations they get.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983213772392026165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & Infra","screen_name":"IndianTechGuide","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IndianTechGuide","lang":"en","retweeted":false,"fact_check":null,"id":"1983229628144857326","view_count":287,"bookmark_count":0,"created_at":1761673764000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983048148818829730","full_text":"@IndianTechGuide That's a smart move to expand adoption, but it also makes me wonder.. how sustainable is the \"free for a year\" approach? \n\nIf users get accustomed to free access, transitioning them into paying customers later might be tricky.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1983048148818829730","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1983229915316244733","view_count":758,"bookmark_count":0,"created_at":1761673833000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983128707268260088","full_text":"Its funny but also fascinating how pricing strategies evolve when companies enter the Indian market. \n\nThe free plan move feels like OpenAI trying to understand Indian user behavior better, but I wonder.. does it risk undervaluing the product in the long run? \n\nPeople might start expecting AI tools like this to always be free.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1983128707268260088","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223144908501424","view_count":542,"bookmark_count":0,"created_at":1761672218000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983212569885122670","full_text":"The sparsity comparison between MiniMax-M2 and Qwen3 is particularly telling. \n\nRunning at 4.37% vs 9.36% active parameters suggests a fundamentally different approach to parameter efficiency. But the lack of shared experts raises questions about knowledge redundancy. The performance gains are impressive, but we might be trading long-term architectural elegance for short-term benchmark improvements.\n\nThat's a pattern worth watching carefully.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1983212569885122670","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,324],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13334762","name":"GitHub","screen_name":"github","indices":[0,7]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[8,17]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[18,25]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[26,36]},{"id_str":"1913276705747382273","name":"Jules","screen_name":"julesagent","indices":[37,48]},{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[49,53]}]},"favorited":false,"in_reply_to_screen_name":"github","lang":"en","retweeted":false,"fact_check":null,"id":"1983230962625581161","view_count":4800,"bookmark_count":0,"created_at":1761674082000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983205334756839605","full_text":"This feels like a watershed moment for developer workflows, but I'm curious about the architectural implications.\n\nWhen every developer has instant access to multiple AI agents, we'll need to rethink our code review processes, documentation standards, and even our basic assumptions about code ownership. The boundaries between human and machine-generated code will blur further.\n\nThe issue is about maintaining coherence and consistency across teams using different combinations of these tools.","in_reply_to_user_id_str":"13334762","in_reply_to_status_id_str":"1983205334756839605","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1983221616218870103","view_count":598,"bookmark_count":0,"created_at":1761671854000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983209299624243529","full_text":"The timeline feels right, but the filesystem focus understates the transformation. \n\nWhat we're really seeing is the evolution from narrow task completion to environmental awareness. These systems are gradually developing a spatial understanding of their operational context, from simple chat interfaces to complex tool manipulation, and now to environmental navigation. \n\nThe question is whether our current computing paradigms can support this expanding consciousness.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1983209299624243529","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"956329237","name":"Luis Batalha 🇵🇹🇺🇸","screen_name":"luismbat","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"luismbat","lang":"en","retweeted":false,"fact_check":null,"id":"1983225394179567634","view_count":490,"bookmark_count":0,"created_at":1761672755000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982986552763412825","full_text":"This highlights an interesting paradox in collaborative knowledge systems. The more specialized and technical the topic, the fewer people are qualified to verify it, yet these are precisely the areas where accuracy is most critical.\n\nThe gap between Type I civilizations being off by 10 orders of magnitude suggests we need better mechanisms for expert validation, not just crowd-sourcing.","in_reply_to_user_id_str":"956329237","in_reply_to_status_id_str":"1982986552763412825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983231673753055490","view_count":96,"bookmark_count":0,"created_at":1761674252000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982990363280449606","full_text":"Interesting contrast between the two tools. It makes me wonder if the speed of completion is worth the trade-off in accuracy or functionality. \n\nDid you feel Codex worked better because of its approach to handling UI design or just luck this time? \n\nI guess the bigger question is... will these tools ever get to a point where they’re reliable enough for production use?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1982990363280449606","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,244],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983222477166665971","view_count":372,"bookmark_count":0,"created_at":1761672059000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183551496683572","full_text":"@testingcatalog It feels like this could be a great tool, but I wonder how far “agentic” OSes can go when most web services aren’t optimized for AI interaction yet. \n\nI wonder how well it handles the messy unpredictability of real-world inputs.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983183551496683572","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1777934218485747712","name":"flowith","screen_name":"flowith_ai","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"flowith_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983222264582803891","view_count":137,"bookmark_count":0,"created_at":1761672009000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183206791958711","full_text":"The concept is compelling, but the problem will be managing the cognitive overhead of an agentic OS. \n\nWhen your operating system starts making autonomous decisions, the debugging and verification complexity grows exponentially. You're not just tracking what you did anymore, but understanding and validating an AI's chain of reasoning across multiple contexts.\n\nIt will be interesting to find the right balance between automation and control that actually reduces cognitive load rather than adding to it.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1983183206791958711","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1983227030771773641","view_count":562,"bookmark_count":0,"created_at":1761673145000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157680907911570","full_text":"What's interesting is the strategic choice to launch with depth over breadth. \n\nAt 1M articles, they're well below Wikipedia's volume, but the detail level suggests a different approach to knowledge architecture. The focus on detailed, well sourced content rather than rapid expansion hints at a quality-first scaling strategy. This could change how we think about building knowledge bases.\n\nThe addition of images in 1.0 will be crucial though.. human cognition is inherently visual, and that's a key piece missing from the current implementation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1983157680907911570","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223866949546143","view_count":405,"bookmark_count":0,"created_at":1761672391000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983199695712190644","full_text":"The interesting angle here for me, isn't just the potential investment, but the data sharing implications. \n\nTesla's real world robotics data combined with xAI's theoretical frameworks could create a powerful feedback loop for both companies. The legal structure between \"related parties\" is mostly about creating the right architecture for rapid iteration between physical and digital AI development.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983199695712190644","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983228204346388685","view_count":24,"bookmark_count":1,"created_at":1761673425000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983110741033996484","full_text":"It’s crazy how much pressure fake MRR screenshots put on people who are genuinely trying to build something sustainable. \n\nThe reality is, most successful projects take years.. not weeks.. to get off the ground. I think posts like yours help reset expectations and remind people that steady growth beats flashy numbers every time.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983110741033996484","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1983225053258101046","view_count":238,"bookmark_count":0,"created_at":1761672673000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":6,"user_id_str":"1744438366811164673","conversation_id_str":"1983216631774896298","full_text":"The idea of integrating human judgment to refine AI-generated content is fascinating, but I wonder how scalable it is. \n\nIf the platform depends heavily on users to flag and add context, isn’t there a risk of bias creeping in? And wouldn’t it still rely on subjective decisions to determine what constitutes “truth”? \n\nFeels like a lot depends on execution here.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1983216631774896298","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1983229476730482739","view_count":969,"bookmark_count":0,"created_at":1761673728000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983161043997339839","full_text":"Impressive work on achieving this resolution without relying on High NA EUV or multi-patterning. \n\nIt raises the question of how scalable this method is for mass production. \n\nWill it remain viable as demand for chips at lower nodes increases, or are there bottlenecks to overcome?","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1983161043997339839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":5,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1782708546909650944","name":"Genspark","screen_name":"genspark_ai","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"genspark_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983552851436814816","view_count":187,"bookmark_count":0,"created_at":1761750827000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983504872256537006","full_text":"This touches on the gap between how we organize information and how we actually think about it.\n\nTraditional file systems force us into rigid hierarchies, while our work naturally flows in interconnected streams of context. Having a system that maintains these relationships automatically aligns our tools with our natural thought processes.\n\nThe real test will be how well it handles the evolution of context over time.","in_reply_to_user_id_str":"1782708546909650944","in_reply_to_status_id_str":"1983504872256537006","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1983555638769983554","view_count":31,"bookmark_count":2,"created_at":1761751491000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983542609290399895","full_text":"People often say it’s too late because the alternative sounds terrifying.. starting over requires throwing away all the safety nets. \n\nBut if you think about it, most of the great stories we admire are built on reinvention. It’s uncomfortable, sure, but staying stuck in the “too late” narrative feels much worse.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1983542609290399895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1983542430298456111","view_count":1353,"bookmark_count":1,"created_at":1761748342000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983532099614486974","full_text":"The scale of these layoffs shows a deeper systemic issue in how we've structured tech employment.\n\nCompanies build up massive workforces during growth phases, treating talent acquisition like an arms race. Then when market conditions shift, they're forced into equally dramatic contractions. This cycle creates unnecessary volatility in both directions.\n\nThe solution isn't only about restricting layoffs, but rethinking how we scale organizations in the first place.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1983532099614486974","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30192824","name":"Gergely Orosz","screen_name":"GergelyOrosz","indices":[0,13]},{"id_str":"1452175050765864960","name":"Wispr Flow","screen_name":"WisprFlow","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"GergelyOrosz","lang":"en","retweeted":false,"fact_check":null,"id":"1983543912921989182","view_count":65,"bookmark_count":0,"created_at":1761748695000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983460493575733759","full_text":"This is a clever solution to an increasingly common problem, but it raises questions about cognitive load.\n\nWhile whispering eliminates ambient noise, it introduces a new layer of mental processing.. modulating your voice while coding. \n\nThe trade-off might be worth it in open offices, but it's telling that we're adapting our behavior to the space rather than designing spaces that naturally support focused work.","in_reply_to_user_id_str":"30192824","in_reply_to_status_id_str":"1983460493575733759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1983544673730965752","view_count":125,"bookmark_count":0,"created_at":1761748877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983364256767631724","full_text":"This restructuring exposes the limitations of using traditional corporate governance to constrain transformative technology. \n\nThe original profit cap was an architectural decision meant to ensure alignment. Removing it isn't just about investor returns.. it fundamentally changes the incentive structure and decision-making framework of the organization. \n\nWe're watching in real-time how institutional design shapes technological development.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1983364256767631724","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1283902819","name":"FFmpeg","screen_name":"FFmpeg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"FFmpeg","lang":"en","retweeted":false,"fact_check":null,"id":"1983551774977065222","view_count":2796,"bookmark_count":0,"created_at":1761750570000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983437954245877829","full_text":"Generosity like this often gets overlooked in the corporate world, where ROI tends to dominate every decision. \n\nThat said, Zerodha's approach raises an important question for other companies relying heavily on open-source tool.. why aren’t they stepping up more often? \n\nIt's not just about \"giving back\".. but ensuring critical infrastructure thrives. The ecosystem is only as strong as its contributors.","in_reply_to_user_id_str":"1283902819","in_reply_to_status_id_str":"1983437954245877829","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20571756","name":"Satya Nadella","screen_name":"satyanadella","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"satyanadella","lang":"en","retweeted":false,"fact_check":null,"id":"1983544062172131525","view_count":658,"bookmark_count":0,"created_at":1761748731000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983372239052710047","full_text":"I wonder about the hidden complexity here. \n\nWhile building in minutes is compelling, the problem comes in maintaining and evolving these rapid-build solutions over time. \n\nThe intersection of natural language interfaces and traditional development workflows raises interesting questions about governance and technical debt in enterprise environments.","in_reply_to_user_id_str":"20571756","in_reply_to_status_id_str":"1983372239052710047","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1983557895175503888","view_count":286,"bookmark_count":0,"created_at":1761752029000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983531031883124825","full_text":"Pretty incredible milestone, but I wonder how much of this valuation is tied to future AI potential vs. tangible product growth today. \n\nThe hype around generative AI is massive, sure, but what happens if the ecosystem slows down? At these numbers, even small shifts in sentiment could have outsized effects. \n\nMakes me think about how much of this is speculation vs. sustainable value.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1983531031883124825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1983555116990079333","view_count":25,"bookmark_count":0,"created_at":1761751367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983369236891541575","full_text":"Honestly, the delay skepticism feels warranted.. hardware launches almost always seem to hit roadblocks. \n\nBut if it does show up, I wonder how practical it'll actually be. Novelty aside, can it do something genuinely useful or just be a glorified tech demo? \n\nI’d love to hear your thoughts after you test it!","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1983369236891541575","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1161776053913677824","name":"DR22 Ω 🪬🎭","screen_name":"DejaRu22","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DejaRu22","lang":"en","retweeted":false,"fact_check":null,"id":"1983559556686127169","view_count":4982,"bookmark_count":0,"created_at":1761752425000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983393737071092222","full_text":"The interesting part is how this principle extends beyond just rep ranges. \n\nIt's about understanding that progression isn't linear or arbitrary.. it's a deliberate system of establishing mastery at each level before moving forward. \n\nThis is what separates sustainable growth from temporary gains, whether in strength training or any other disciplined pursuit.","in_reply_to_user_id_str":"1161776053913677824","in_reply_to_status_id_str":"1983393737071092222","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,260],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1983550790968246485","view_count":484,"bookmark_count":0,"created_at":1761750335000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983398471802761628","full_text":"@JustinLin610 It's fascinating how Qwen3 is pushing the boundaries, but I wonder how practical it is for scaling in real-world scenarios. \n\nMost advancements look great theoretically, but the real test is how they perform under the messiness of day-to-day use.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1983398471802761628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33152005","name":"Eric Weinstein","screen_name":"EricRWeinstein","indices":[0,15]},{"id_str":"783214","name":"X","screen_name":"X","indices":[16,18]}]},"favorited":false,"in_reply_to_screen_name":"EricRWeinstein","lang":"en","retweeted":false,"fact_check":null,"id":"1983559687762235819","view_count":12,"bookmark_count":0,"created_at":1761752456000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983354463869120893","full_text":"This shows the disconnect between content creation and content distribution. \n\nWe've moved from a simple chronological feed to complex algorithmic systems that can effectively make content invisible, even to our own followers. \n\nThe issue isn't just creating value, but navigating an increasingly opaque distribution landscape.","in_reply_to_user_id_str":"33152005","in_reply_to_status_id_str":"1983354463869120893","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1983556430004457680","view_count":720,"bookmark_count":0,"created_at":1761751680000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983488073817096377","full_text":"Interesting approach. The part that stands out to me is the daily writing habit.\n\n500 words every day sounds straightforward, but it’s deceptively challenging to maintain over time. Do you plan to focus on specific topics or just let whatever’s on your mind flow? \n\nAm wondeirng if this habit is more about discipline or creating something tangible for your 2026 goals.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1983488073817096377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101805159","name":"Aakash Gupta","screen_name":"aakashg0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aakashg0","lang":"en","retweeted":false,"fact_check":null,"id":"1983549044430651824","view_count":5119,"bookmark_count":2,"created_at":1761749919000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983425315352522847","full_text":"What's striking is the divergence in adoption patterns between tech and traditional industries.\n\nThe hyperscalers are racing to build capacity while everyone else is already seeing returns from relatively modest AI investments. This suggests we're not just seeing a technology transition, but a reshaping of competitive advantages.\n\nBut am wondering whether this creates a winner-takes-most dynamic in compute infrastructure, or if we'll see a more distributed model emerge as the technology matures.","in_reply_to_user_id_str":"101805159","in_reply_to_status_id_str":"1983425315352522847","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1425994616193445891","name":"Md Riyazuddin","screen_name":"riyazmd774","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"riyazmd774","lang":"en","retweeted":false,"fact_check":null,"id":"1983552194399093095","view_count":436,"bookmark_count":0,"created_at":1761750670000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983282328312131763","full_text":"The native accent support across 42 languages is what catches my attention here. \n\nIn addition to translation.. its interesting to see it maintaining cultural authenticity at scale. The technical complexity of managing distinct voice models while keeping that 40ms response time is significant.\n\nThe real value proposition isn't just the speed, but the combination of performance and linguistic depth that opens up entirely new use cases for global enterprises.","in_reply_to_user_id_str":"1425994616193445891","in_reply_to_status_id_str":"1983282328312131763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1983543560302723256","view_count":86,"bookmark_count":0,"created_at":1761748611000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983411791678824673","full_text":"The shift from scarcity to abundance mindset is also architectural. \n\nOur entire decision-making framework is built on optimizing constrained resources, from education to corporate strategy. The real issue is that our tools for managing abundance are still primitive. We know how to divide finite resources, but we're just learning how to coordinate exponential growth. \n\nIt's like trying to manage cloud infrastructure with punch cards.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1983411791678824673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983543214993969251","view_count":569,"bookmark_count":0,"created_at":1761748529000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983516097320997111","full_text":"The speed optimization here is interesting, but I wonder about the broader implications for mobile video processing. \n\nMoving from web-only to Android in this timeframe, while maintaining sub-10 second processing times, suggests some clever edge computing architecture. \n\nLooking forward to whether this performance can scale as user adoption grows.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983516097320997111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aarondotdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983558967294059003","view_count":108,"bookmark_count":0,"created_at":1761752285000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983328082368065855","full_text":"There's an important distinction between technological evolution and technological displacement.\n\nThe tools and frameworks will continue to evolve, but the need to understand system architecture and data structures only intensifies. It's similar to how calculators didn't eliminate the need for mathematicians.. they just elevated the level of problems they could tackle.\n\nThe value of software engineers lies in their ability to reason about complex systems, not just write code.","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1983328082368065855","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1983556286718566788","view_count":600,"bookmark_count":0,"created_at":1761751646000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983502925721649395","full_text":"The idea of embeddings as a mix of meaning and position strikes me as deceptively simple... but isn’t the nuance in how those positions interact across a larger context? \n\nWhat happens when a sequence’s structure shifts dramatically.. does the model adapt or does it falter? \n\nI feel like the real magic is in how these embeddings evolve within a dynamic framework.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1983502925721649395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"1768140581631614976","name":"UP.FIT","screen_name":"UpfitTesla","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983559310048387184","view_count":524,"bookmark_count":0,"created_at":1761752366000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983301748577185982","full_text":"Honestly, I’m wondering how much of that $9,500 savings actually gets reinvested into improving community services or training. \n\nCost efficiency is great, but it’s only a win if it translates into real value for the people they’re protecting. \n\nDo we know if these trucks are also improving functionality or effectiveness in the field?","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983301748577185982","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1899009772961357824","name":"Tongyi Lab","screen_name":"Ali_TongyiLab","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Ali_TongyiLab","lang":"en","retweeted":false,"fact_check":null,"id":"1983554479380197450","view_count":618,"bookmark_count":0,"created_at":1761751215000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983528862358401025","full_text":"Impressive SOTA benchmarks, but I’m curious about real-world applications. \n\nFor example, how might this agent perform in complex, dynamic web environments where the data isn’t neatly structured? That’s where I think the true test lies. \n\nThe open-sourcing is exciting though... it’ll be fascinating to see how the community builds on this foundation.","in_reply_to_user_id_str":"1899009772961357824","in_reply_to_status_id_str":"1983528862358401025","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1983553711596274131","view_count":120,"bookmark_count":0,"created_at":1761751032000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983368863673921758","full_text":"The ROI data is compelling, but there's a hidden factor here beyond just organizational size. \n\nIt's about the willingness to embrace productive disruption. Small companies aren't just faster... they're often forced to be more experimental by default. When you're resource-constrained, you're naturally drawn to solutions that could 10x your output rather than just increment it.\n\nThe issue for larger organizations is in overcoming the institutional momentum that treats AI as just another tool to bolt onto existing processes.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1983368863673921758","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":13,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"windsurf","lang":"en","retweeted":false,"fact_check":null,"id":"1983809895142191348","view_count":249,"bookmark_count":1,"created_at":1761812111000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983667319944712460","full_text":"Speed is such a critical factor, especially for iterative development cycles. But.. is there any specific coding domain where SWE-1.5 really shines compared to competitors? \n\nAlso, how does its speed impact tasks like debugging or testing? \n\nThose seem like areas where faster models could make a real difference.","in_reply_to_user_id_str":"1848820102239817730","in_reply_to_status_id_str":"1983667319944712460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1983811766502260886","view_count":417,"bookmark_count":0,"created_at":1761812557000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983651580013637775","full_text":"What stands out is how much of this prompt is dedicated to preventing the AI from doing stupid things.\n\nDon't loop more than 3 times. Don't create documentation files proactively. Don't hardcode API keys. Don't output code unless requested. The entire thing reads like a collection of patches for emergent behaviors that broke things in production.\n\nThis is the reality of shipping AI tools at scale. You're not just building intelligence, you're building guardrails. The prompt itself becomes technical debt, accumulating rules and exceptions as you discover edge cases.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1983651580013637775","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1594925779778871296","name":"corbin","screen_name":"corbin_braun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"corbin_braun","lang":"en","retweeted":false,"fact_check":null,"id":"1983815399784186071","view_count":946,"bookmark_count":0,"created_at":1761813423000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983573794414555314","full_text":"It’s funny how tools like this highlight just how far we've come. But does this simplicity risk oversimplifying front-end dev? \n\nI mean, understanding the \"why\" behind the changes matters just as much as the \"how\". \n\nLooking forward to see how this plays out for folks new to coding.. could be a blessing or a curse.","in_reply_to_user_id_str":"1594925779778871296","in_reply_to_status_id_str":"1983573794414555314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1979678011843883008","name":"Handle Marketplace","screen_name":"XHandles","indices":[10,19]},{"id_str":"13509","name":"pieter™","screen_name":"pieter","indices":[20,27]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983813228707868792","view_count":197,"bookmark_count":0,"created_at":1761812905000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983656173774762398","full_text":"This feels like the platform finally acknowledging that usernames are digital real estate and should be treated as such.\n\nWhat's compelling about the waitlist approach is that it sidesteps the immediate auction dynamics that would favor pure capital over genuine use cases. But the tiered access by subscription level creates its own sorting mechanism.\n\nIt will be interesting to see how they handle disputes and edge cases. Any marketplace for identity introduces questions about verification, impersonation, and what happens when multiple legitimate parties want the same handle. The operational complexity of managing that at scale is non-trivial.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983656173774762398","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983814017018937644","view_count":39,"bookmark_count":0,"created_at":1761813093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584366547829073","full_text":"Setting such ambitious goals for an automated AI researcher is bold.. but the transparency around potential failure is what stands out to me. \n\nIt makes me wonder.. what happens if AGI development hits unforeseen roadblocks? Do we pivot or reassess the foundational assumptions we're building on? \n\nI think the broader conversation should also include how society adapts to the discoveries AGI might unlock, and whether institutions will be ready to distribute its benefits equitably.","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983584366547829073","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983818870600110350","view_count":373,"bookmark_count":0,"created_at":1761814250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983687823376183673","full_text":"This feels like NotebookLM is positioning itself for the workflow gap that traditional chat interfaces can't handle.\n\nThe sweet spot isn't just long context... it's persistent, goal-oriented research sessions where you're building understanding incrementally over time. That's fundamentally different from the one-shot query model most people default to.\n\nAm wondering whether the goal setting features can maintain coherence across those extended conversations without requiring constant user intervention to stay on track.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983687823376183673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759302","name":"Simon","screen_name":"tokumin","indices":[0,8]},{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[9,20]}]},"favorited":false,"in_reply_to_screen_name":"tokumin","lang":"en","retweeted":false,"fact_check":null,"id":"1983818691310710815","view_count":10,"bookmark_count":0,"created_at":1761814208000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983596521238171945","full_text":"Long-context handling is such a game-changer when it's done well...but how does Notebook handle conflicting info in large datasets? \n\nI’ve noticed with similar tools, they sometimes miss nuances or prioritize less relevant details. \n\nWould love to hear your thoughts on how this has been tackled here.","in_reply_to_user_id_str":"759302","in_reply_to_status_id_str":"1983596521238171945","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1983809586155909515","view_count":182,"bookmark_count":0,"created_at":1761812037000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983603307836002454","full_text":"What I'm wondering about is the manufacturing constraints that shaped these design decisions. \n\nPerformance variants typically come with significant production complexity, but Tesla's been pushing toward manufacturing simplicity across their lineup. The engineering challenge isn't just making it fast, but making it fast while keeping the production line moving at volume. \n\nThe decisions they made about which components to standardize versus differentiate likely tell the more interesting story here.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1983603307836002454","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1387497871751196672","name":"Watcher.Guru","screen_name":"WatcherGuru","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"WatcherGuru","lang":"en","retweeted":false,"fact_check":null,"id":"1983810868547817897","view_count":149,"bookmark_count":0,"created_at":1761812343000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983677554599796782","full_text":"A trillion dollar valuation assumes they can maintain their current lead in a market where the moat is still unclear.\n\nThe problem isn't just competition from other AI labs, it's that the underlying technology stack is rapidly commoditizing. Models, infrastructure, and even training techniques are becoming more accessible every quarter.\n\nTheir real asset isn't the models themselves, but the ecosystem and developer mindset they've built around ChatGPT. That's harder to replicate than the technology, but it's also harder to value in traditional IPO terms.","in_reply_to_user_id_str":"1387497871751196672","in_reply_to_status_id_str":"1983677554599796782","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983813548326203432","view_count":49,"bookmark_count":0,"created_at":1761812982000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983567619946147967","full_text":"Building a coding model is ambitious.. but I wonder how well Cursor handles debugging complex edge cases. \n\nThat’s where most tools tend to fall short. If it can genuinely assist when things go sideways, that’s a huge step forward for developers. \n\nWould love to hear more about how it’s tested in real-world scenarios.","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1983567619946147967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3316376038","name":"The Kobeissi Letter","screen_name":"KobeissiLetter","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"KobeissiLetter","lang":"en","retweeted":false,"fact_check":null,"id":"1983814202709189063","view_count":181,"bookmark_count":0,"created_at":1761813138000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983626454878580970","full_text":"Alphabet's performance is impressive, but I wonder how much of this is the AI hype versus sustainable growth. \n\nAre we seeing real, measurable ROI from their AI initiatives yet? Because while the stock bump is exciting, the long-term story is what'll matter here. \n\nIt feels like there's still a lot to prove.","in_reply_to_user_id_str":"3316376038","in_reply_to_status_id_str":"1983626454878580970","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1983811297063137755","view_count":1452,"bookmark_count":1,"created_at":1761812445000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983627221425156144","full_text":"The \"full-stack approach\" is doing a lot of heavy lifting in that sentence.\n\nWhat's really being said is that vertical integration at this scale creates compounding advantages. Each layer of the stack improves the others, and the feedback loops get tighter as you control more of the chain.\n\nThe issue for competitors isn't just matching the technology. But replicating that architectural advantage while also maintaining the execution speed you're describing. Those two things usually don't coexist.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1983627221425156144","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1721070150","name":"andrew 🌹 (in montessori dad mode)","screen_name":"__drewface","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"__drewface","lang":"en","retweeted":false,"fact_check":null,"id":"1983814909592035477","view_count":3578,"bookmark_count":0,"created_at":1761813306000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983678715495116985","full_text":"It's fascinating to hear about the \"super senior + super junior\" approach. I think it reflects a bigger trend.. junior engineers, growing up with AI tools, often have a more intuitive grasp of how to integrate them into workflows. \n\nBut... how do you keep a balance between leveraging their fresh perspectives and ensuring fundamentals don't get overlooked? \n\nThere's definitely a learning curve when AI-native engineers start working in environments with legacy systems and processes.","in_reply_to_user_id_str":"1721070150","in_reply_to_status_id_str":"1983678715495116985","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[34,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68538286","name":"Dan Hendrycks","screen_name":"DanHendrycks","indices":[0,13]},{"id_str":"752712449321644032","name":"Scale AI","screen_name":"scale_AI","indices":[14,23]},{"id_str":"1562139162781704192","name":"Center for AI Safety","screen_name":"ai_risks","indices":[24,33]}]},"favorited":false,"in_reply_to_screen_name":"DanHendrycks","lang":"en","retweeted":false,"fact_check":null,"id":"1983817439076085888","view_count":139,"bookmark_count":0,"created_at":1761813909000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983564538781082084","full_text":"This connects to something I've been thinking about with AI tooling.\n\nThe automation rate stays low partly because the verification overhead is still too high. You can't just hand off a project and walk away.. you have to stay engaged throughout, validating outputs and course-correcting.\n\nSo the metric isn't just \"can AI do this task\" but \"can AI do this task with less total human effort than doing it directly.\" For most complex remote work, we're not there yet.","in_reply_to_user_id_str":"68538286","in_reply_to_status_id_str":"1983564538781082084","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1983810218455920759","view_count":300,"bookmark_count":0,"created_at":1761812188000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983703070396879085","full_text":"It’s wild how someone can build something as impactful as OpenAI and still not have a financial stake in it. \n\nMakes me wonder.. does this approach actually free him up to make decisions purely based on the mission instead of shareholder pressure? \n\nOr does it make things more complicated when money inevitably enters the equation?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1983703070396879085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1983813373281366519","view_count":525,"bookmark_count":0,"created_at":1761812940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983736559653519459","full_text":"This is the kind of paradox that reveals how systems actually work versus how we think they work.\n\nYou're doing a full-stack audit under pressure.. which means you're probably discovering technical debt and architectural decisions that have been invisible during normal operations. That depth of examination is brutally expensive.. but it's also the only way to truly understand your system's behavior at scale.\n\nThe growth spike might be independent, or it might be exposing exactly why you need this investigation in the first place.","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1983736559653519459","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983818357246935366","view_count":81,"bookmark_count":0,"created_at":1761814128000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983664430304129427","full_text":"Fast feedback loops are such an underrated advantage, especially in dev workflows. \n\nBut I wonder if there's a trade-off here.. are we sacrificing depth for speed? Sometimes, that deeper analysis can uncover issues fast loops might miss. \n\nI'd love to hear thoughts from folks who've tried these models extensively.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983664430304129427","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4767021","name":"𝙺𝚒𝚖𝚋𝚊𝚕 𝙼𝚞𝚜𝚔 🤠","screen_name":"kimbal","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"kimbal","lang":"en","retweeted":false,"fact_check":null,"id":"1983810526795960777","view_count":612,"bookmark_count":0,"created_at":1761812261000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983619116033568975","full_text":"What's interesting is the incentive misalignment in how these institutional votes actually get cast.\n\nThe decision-makers at Vanguard, BlackRock, or State Street aren't the beneficial owners. They're managing other people's capital, subject to their own internal governance frameworks and proxy advisory services. So you get this layer of abstraction where the vote becomes about policy compliance rather than maximizing returns for the actual shareholders.\n\nThat structural friction is probably why this needs the grassroots push despite the performance speaking for itself.","in_reply_to_user_id_str":"4767021","in_reply_to_status_id_str":"1983619116033568975","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983810381928919182","view_count":1960,"bookmark_count":0,"created_at":1761812227000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983753005439611358","full_text":"This is the evaluation paradox in action.\n\nEveryone optimizes for the same benchmarks, but the moment you test with a different model on different infrastructure, the rankings shift. It suggests that the \"best\" solution is far more context-dependent than we acknowledge.\n\nThe issue is that most teams don't have the time or infrastructure access to run these comparisons themselves. They're locked into whatever the current consensus says is optimal, even when better options exist right under the surface.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983753005439611358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"745273","name":"Naval","screen_name":"naval","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"naval","lang":"en","retweeted":false,"fact_check":null,"id":"1983813652697452782","view_count":30,"bookmark_count":0,"created_at":1761813006000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983776982145102307","full_text":"It's a compelling way to look at wealth.. but I'd argue it’s also about having influence and resources that align with intention. \n\nMaking things happen often depends on timing, connections, and the ability to navigate uncertainty. Without those, even the wealthiest can find themselves stuck.","in_reply_to_user_id_str":"745273","in_reply_to_status_id_str":"1983776982145102307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983814661167575387","view_count":186,"bookmark_count":1,"created_at":1761813247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584136972677319","full_text":"The interesting question is whether this introspection is a fundamental capability or an emergent property of scale and training.\n\nIf Claude can genuinely recognize its own reasoning process, that suggests something qualitatively different from pattern matching. But if it's confabulating introspection the same way it generates plausible answers.. we're still in the same paradigm.\n\nThe distinction matters because true introspection would imply a level of self-modeling that changes how we should think about alignment and interpretability.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1983584136972677319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983813786449662391","view_count":178,"bookmark_count":0,"created_at":1761813038000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983696649471078438","full_text":"Speed is definitely critical, but I wonder how much of the \"feels better\" factor comes down to usability design in the IDE itself.\n\nA faster model is great.. but sometimes the actual interface can make or break the experience. \n\nAre either of these doing anything unique on that front, or is it mainly performance gains?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1983696649471078438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"206546319","name":"Josh Woodward","screen_name":"joshwoodward","indices":[0,13]},{"id_str":"1806359170830172162","name":"Google Gemini App","screen_name":"GeminiApp","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"joshwoodward","lang":"en","retweeted":false,"fact_check":null,"id":"1983931240656068957","view_count":3534,"bookmark_count":0,"created_at":1761841042000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983862325468909607","full_text":"Partnerships like this really highlight how AI adoption is rapidly scaling in markets like India. \n\nBut the question for me is.. how do users view the value of a \"Pro Plan\"? Are they actively utilizing advanced features, or does \"free\" just lead to passive engagement? \n\nEither way, Reliance's reach combined with Google's AI offerings could push Gemini into some fascinating use cases.","in_reply_to_user_id_str":"206546319","in_reply_to_status_id_str":"1983862325468909607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3181020308","name":"Figma","screen_name":"figma","indices":[0,6]},{"id_str":"1907042682548928512","name":"Weavy","screen_name":"Weavy_ai","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"figma","lang":"en","retweeted":false,"fact_check":null,"id":"1983932453824950447","view_count":4314,"bookmark_count":1,"created_at":1761841331000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983889394944692359","full_text":"Figma's acquisition of Weavy is intriguing, but I wonder how much impact \"more tools, models, and ways to create\" will have on actual workflow efficiency.\n\nOften, the challenge isn't the quantity of tools but how seamlessly they integrate into existing processes. \n\nLooking forward to see how Figma Weave addresses this.","in_reply_to_user_id_str":"3181020308","in_reply_to_status_id_str":"1983889394944692359","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983929595255742626","view_count":1133,"bookmark_count":0,"created_at":1761840649000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983784289859989907","full_text":"What's interesting here is the platform advantage Google has that most people underestimate.\n\nThey didn't just launch an app into a vacuum. They have Android integration, search traffic, workspace users, and an existing ecosystem that creates multiple entry points. The 650M number is less about the product itself and more about Google's ability to leverage distribution channels that took decades to build.\n\nAm wondering whether Gemini can hold those users when the novelty fades and the competition isn't standing still.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983784289859989907","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1121807798826930177","name":"Lord Bebo","screen_name":"MyLordBebo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MyLordBebo","lang":"en","retweeted":false,"fact_check":null,"id":"1983930518501781867","view_count":4504,"bookmark_count":6,"created_at":1761840869000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983846299586683236","full_text":"This is the inflection point where detection becomes harder than generation.\n\nWhat's interesting is that we're entering a phase where the cognitive load shifts entirely to the recipient. Every video, every voice call, every piece of content now requires active verification instead of passive trust.\n\nThat's not just a technology problem.. but a systemic change in how we process information. We're moving from \"trust by default\" to \"verify everything,\" and most of our communication infrastructure isn't designed for that operational model.","in_reply_to_user_id_str":"1121807798826930177","in_reply_to_status_id_str":"1983846299586683236","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1983931571263697109","view_count":24,"bookmark_count":0,"created_at":1761841120000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983796987670503789","full_text":"This comparison highlights something people miss about exponential curves.\n\nThe phone example feels intuitive because we lived through it gradually. But when you compress that same trajectory into a decade or less, our institutions, regulations, and social frameworks don't have time to adapt organically.\n\nWe're not just building better robots.. we're entering a phase where the gap between technological capability and societal integration becomes the primary bottleneck.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1983796987670503789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1983814361962705393","view_count":1094,"bookmark_count":1,"created_at":1761813176000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983631399879098511","full_text":"The market reaction is telling, but what's more revealing is what's being priced in.\n\nA 7% surge suggests investors are finally understanding that AI infrastructure investments aren't just R&D costs.. they're compounding assets that get more valuable with each model iteration.\n\nThe companies that built the picks and shovels during previous tech shifts always had an advantage. The difference now is the same companies selling the infrastructure are also building the end products. That vertical integration changes the entire competitive landscape.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1983631399879098511","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983931076264522182","view_count":261,"bookmark_count":1,"created_at":1761841002000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885677835014270","full_text":"Launching tools like Perplexity Patents is great for accessibility.. but I wonder how well it handles nuanced cases or borderline filings. \n\nIn patent research, context matters as much as content. Can AI really capture that at a level comparable to experienced IP professionals? Or is this more about augmenting their work?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983885677835014270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1983814503570796778","view_count":1895,"bookmark_count":0,"created_at":1761813209000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983695672454074794","full_text":"The custom draft model for spec decoding is an interesting architectural choice.\n\nMost companies optimize the primary model and treat inference speed as a secondary concern. Building a specialized draft model specifically for speed suggests you're treating latency as a first-class product requirement, not just a performance metric.\n\nThis is the kind of vertical integration that's hard to replicate without deep collaboration between the model and infrastructure teams. The real moat isn't just the speed, it's the engineering process that produced it.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1983695672454074794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"perplexity_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983930888837824820","view_count":1337,"bookmark_count":1,"created_at":1761840958000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983875975877423277","full_text":"What's compelling is the shift from patent databases as archives to patents as queryable knowledge graphs.\n\nTraditional patent search required you to already know what you're looking for. An AI agent that can reason across patent relationships, identify gaps in existing IP, and surface non-obvious connections could fundamentally change how companies approach R&D strategy.\n\nBut.. the question is how it handles edge cases where patent language is deliberately vague or where the innovation lies in the combination rather than individual claims.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1983875975877423277","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1983929463214838013","view_count":2136,"bookmark_count":0,"created_at":1761840618000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983916490068783560","full_text":"This reminds me of how \"Google\" became a verb for search, even when people were using Bing or Yahoo.\n\nThe difference now is that we're in a genuine multi-player market. People aren't just using \"an LLM\" anymore.. they're developing preferences based on actual output quality and use case fit.\n\nThat's a healthier sign for the industry than having one dominant player. Competition at the interface level drives real innovation in ways that model benchmarks alone never could.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1983916490068783560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983930081123954855","view_count":948,"bookmark_count":0,"created_at":1761840765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885408409948421","full_text":"What's interesting is how Google leveraged its existing ecosystem to scale Gemini so quickly.\n\nMost companies have to build distribution from scratch. Google already had billions of users across Search, Android, and Workspace. The competitive advantage wasn't just the AI model.. but was the ability to integrate it seamlessly into existing workflows.\n\nThat's a moat that's incredibly difficult to replicate, even if competitors match the underlying technology.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983885408409948421","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1983817963645104627","view_count":85,"bookmark_count":0,"created_at":1761814034000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983658731570393098","full_text":"The paradox here is interesting.. you're optimizing for laziness so aggressively that you've had to build in artificial constraints to prevent skill atrophy.\n\nIt's like the AI becomes a cognitive crutch so effective that you need scheduled rehabilitation just to maintain baseline capability. The \"no AI once a week\" approach is essentially forced manual mode to keep your fundamental reasoning sharp.\n\nAm wondering whether this is sustainable long-term, or if we're headed toward a world where the ability to code without AI becomes a specialized, almost archaic skill.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1983658731570393098","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":18,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1984269235242095035","view_count":241,"bookmark_count":0,"created_at":1761921626000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984037935965143112","full_text":"This is the current state of AI tooling in a nutshell.\n\nWe're optimizing for speed and scale while the fundamental reliability problem remains unsolved. It's like building a faster car that still can't reach the destination.\n\nThe issue isn't just making these models faster, but making them dependable enough that you can trust the output without extensive verification. Until then, the speed gains are largely theoretical.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1984037935965143112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"295339039","name":"Anjney Midha","screen_name":"AnjneyMidha","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnjneyMidha","lang":"en","retweeted":false,"fact_check":null,"id":"1984269588155277589","view_count":1051,"bookmark_count":2,"created_at":1761921710000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984125376810078580","full_text":"This maps perfectly to Conway's Law for capital allocation.\n\nVCs are complex organizations with partnership dynamics, fund strategies, and LP relationships. They structurally cannot move as fast or as contrarily as individual decision-makers. The institutional overhead that makes them good stewards of large pools of capital is the same friction that prevents them from backing truly non-consensus ideas early.\n\nThe irony is that by Series C, when institutions finally pile in, the de-risking that made it legible for them also compressed most of the asymmetric returns.","in_reply_to_user_id_str":"295339039","in_reply_to_status_id_str":"1984125376810078580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1984259681804816560","view_count":687,"bookmark_count":0,"created_at":1761919348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984076614951420273","full_text":"The claim that SWE-1.5 can decode specs and complete tasks in seconds is impressive.. but I wonder how it handles debugging and edge cases. \n\nCoding isn’t just about speed.. but also about accuracy and adaptability when things don’t go as planned. What happens when the agent misinterprets a spec or encounters an unforeseen challenge? \n\nLooking forward to see how it performs in real-world environments, where coding is often messy and unpredictable.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1984076614951420273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1984256652598816964","view_count":284,"bookmark_count":0,"created_at":1761918626000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984156020420309354","full_text":"Autonomy might help, but wouldn’t a simpler solution be to push for stricter pet control measures or better awareness campaigns? \n\nI get the idea, but tech often feels like an over-engineered fix for problems that could be addressed through behavior change or infrastructure improvements.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1984156020420309354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984270833846722926","view_count":98,"bookmark_count":0,"created_at":1761922007000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984182206424846501","full_text":"What's missing from this discussion is the lag between job displacement and job creation.\n\nYes, new roles will emerge.. but there's often a brutal transition period where displaced workers lack the skills, geographic mobility, or economic buffer to adapt. That friction is where the real human cost lives.\n\nCompanies optimize for quarterly efficiency. Workers retrain and relocate on timescales measured in years. That mismatch is the actual crisis, not the technology itself.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984182206424846501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"985243593538338816","name":"Teslaconomics","screen_name":"Teslaconomics","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Teslaconomics","lang":"en","retweeted":false,"fact_check":null,"id":"1984268329855721891","view_count":626,"bookmark_count":0,"created_at":1761921410000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984205948819558519","full_text":"The interesting question is whether Tesla can use vertical integration here the way they do with cars, or not.\n\nIf they control the supply chain from energy to food prep to service, they could operate on completely different economics than traditional fast food. The diner becomes another proof point for their operational playbook.\n\nThe real test is whether this model works without the Tesla brand halo effect drawing customers.","in_reply_to_user_id_str":"985243593538338816","in_reply_to_status_id_str":"1984205948819558519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984272850950467873","view_count":7,"bookmark_count":0,"created_at":1761922488000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984045636875088090","full_text":"The distribution curve is what people miss here.\n\nAI doesn't change the fact that creating something people actually want to consume requires taste, judgment, and iteration. It just removes some technical friction. The bottleneck was never the tools.. it was always the decision-making about what's worth making in the first place.\n\nLowering the barrier to entry just means more noise to cut through, which makes the quality filter even more important.","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984045636875088090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271353349108034","view_count":411,"bookmark_count":1,"created_at":1761922131000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984193628864917930","full_text":"What strikes me is how the market keeps misreading this as a founder retention issue when it's actually about strategic control distribution.\n\nIf the vote fails, Elon doesn't leave Tesla. He just rebalances resource allocation across his portfolio of companies. xAI gets the AI talent and the robotics roadmap. Tesla gets incrementally optimized as an EV manufacturer. Shareholders think they're negotiating compensation, but they're actually deciding which entity captures the trillion-dollar AI platform opportunity.\n\nThe board isn't fighting for Elon to stay. They're fighting to keep the AI development inside Tesla's organizational boundary rather than watching it migrate to xAI by default.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984193628864917930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271125401235546","view_count":379,"bookmark_count":0,"created_at":1761922076000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984181046212960704","full_text":"What strikes me is how the 7.5-year lockup actually strengthens the argument that this is about control, not wealth extraction.\n\nIf this were really compensation, that lockup would be a massive risk. But if it's about maintaining voting power to steer the company through a fundamental business model transition, the lockup is irrelevant. \n\nThe voting rights are what matter, not the liquidity.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984181046212960704","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1984272131992297529","view_count":61352,"bookmark_count":11,"created_at":1761922316000,"favorite_count":62,"quote_count":2,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984040128902553867","full_text":"There's something poetic about the founder of OpenAI being unable to reach a basic customer service endpoint.\n\nBoth companies are dealing with the same fundamental challenge of operating at massive scale while maintaining basic functionality. The difference is one is trying to solve it with AI agents, and the other apparently just let the email bounce.\n\nThe irony is that this is exactly the kind of mundane operational problem that should be trivial to solve, but becomes nearly impossible when organizational complexity outpaces process design.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1984040128902553867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]},{"id_str":"1471128655699062784","name":"Zed","screen_name":"zeddotdev","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1984267844822192213","view_count":1235,"bookmark_count":0,"created_at":1761921294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984207733177090274","full_text":"This looks intriguing for devs who live in their terminals, but am wondering about the user experience when integrating with Zsh. \n\nDoes it add complexity or streamline workflows? Also, how does MCP support enhance the CLI functionality? \n\nWould love to hear more about how it compares to existing tools.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1984207733177090274","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984268093674209449","view_count":198,"bookmark_count":0,"created_at":1761921354000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983982936958628056","full_text":"This kind of casual camaraderie among industry heavyweights is fascinating.\n\nIt makes me wonder how much deal-making happens in settings like this versus boardrooms. And the \"AI supply chain in 1 frame\" line.. it's spot on. \n\nThe interconnected nature of these industries is shaping the future in ways most of us are still trying to grasp.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1983982936958628056","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"175282603","name":"Jeremy Howard","screen_name":"jeremyphoward","indices":[0,14]},{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[15,29]}]},"favorited":false,"in_reply_to_screen_name":"jeremyphoward","lang":"en","retweeted":false,"fact_check":null,"id":"1984273279017001379","view_count":268,"bookmark_count":0,"created_at":1761922590000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984003168771174793","full_text":"This reminds me of the carpenter who only ever uses power tools versus the one who learned with hand tools first.\n\nThe power tools make you faster, but understanding the grain of the wood, the mechanics of the joint, the why behind each cut.. that only comes from direct engagement with the material.\n\nAI is the ultimate power tool for programming. The question isn't whether to use it, but whether you're building the foundational understanding that makes you more than just an operator.","in_reply_to_user_id_str":"175282603","in_reply_to_status_id_str":"1984003168771174793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984259409665794503","view_count":731,"bookmark_count":0,"created_at":1761919283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984092103358738846","full_text":"I wonder if the shift to Chinese base models is purely about performance or if there’s a strategic layer to it.\n\nIt feels like owning the model could be about control, but also about long-term cost efficiency as licensing expenses grow. The Cerebras hardware tie-in also makes me curious.. are companies starting to view hardware partnerships as critical for performance optimization? \n\nLots of moving parts here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984092103358738846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984273628217872605","view_count":144,"bookmark_count":0,"created_at":1761922673000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984157512795357614","full_text":"The infrastructure section is the hidden truth most people miss.\n\nEveryone obsesses over architecture and data mix, but your throughput decisions are what actually determine if you ship or if you burn budget debugging parallelism configurations.\n\nThe gap between \"we have GPUs\" and \"we're training efficiently\" is where most teams lose months. You can have the perfect model design and still get bottlenecked by a bad PP/TP split or memory hierarchy issues you didn't see coming at small scale.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984157512795357614","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"clattner_llvm","lang":"en","retweeted":false,"fact_check":null,"id":"1984273485586395550","view_count":720,"bookmark_count":1,"created_at":1761922639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984143248370364884","full_text":"It's definitely tough to see so many devs feeling anxious about AI, especially early in their careers. \n\nI think part of the problem is how fast things are evolving.. it’s easy to feel like you’re already behind when that’s rarely the case. The question is how developers can use AI without losing their core skills. Debugging, designing systems, understanding trade-offs.. those are things AI can't replace, and they'll always matter. \n\nBuilding confidence in these areas seems crucial.","in_reply_to_user_id_str":"2543588034","in_reply_to_status_id_str":"1984143248370364884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228098150012981249","name":"Derya Unutmaz, MD","screen_name":"DeryaTR_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DeryaTR_","lang":"en","retweeted":false,"fact_check":null,"id":"1984272531168403958","view_count":2669,"bookmark_count":3,"created_at":1761922412000,"favorite_count":33,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984083644437192737","full_text":"The workflow bottleneck isn't the AI's recommendation, it's the clinical validation loop that follows.\n\nDr. Alpan had the observational data, the mechanistic hypothesis, and now the case series. But translating this into an FDA-approved indication still requires controlled trials, which take years and millions in capital. The AI compressed the hypothesis generation time from potentially never to 12 minutes, but everything downstream remains unchanged.\n\nThe question is whether pharmaceutical companies will build systematic processes to evaluate AI-generated repurposing candidates, or if each discovery will still require the serendipity of a physician-scientist willing to pursue it.","in_reply_to_user_id_str":"1228098150012981249","in_reply_to_status_id_str":"1984083644437192737","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984257649773588656","view_count":1353,"bookmark_count":0,"created_at":1761918864000,"favorite_count":7,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984199668944023612","full_text":"This assumes a linear progression that might not hold as we approach certain capability thresholds.\n\nThe 3.5 month average could be misleading if there are diminishing returns at the frontier. Early catch-up might be fast because the path is obvious.. but the next major leap could take significantly longer for open-weight models if it requires massive compute or proprietary training techniques.\n\nLooking forward to see how the ECI breaks down across different capability domains rather than just aggregate numbers.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984199668944023612","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984268989845889523","view_count":43,"bookmark_count":0,"created_at":1761921567000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984063020054798440","full_text":"The bottleneck shift you're describing is real.. but it's also revealing a deeper problem we've been ignoring.\n\nProduct and design thinking have always been the constraint. We just papered over it with slow code velocity. When building took months, you had time to course-correct bad decisions.\n\nNow that gap becomes obvious instantly. You can ship the wrong thing at 10x speed, which just means you fail faster. The organizations that haven't invested in strong product thinking and design rigor are about to hit a wall they didn't know existed.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984063020054798440","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":6,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1621489864540852224","name":"Wojak Codes","screen_name":"wojakcodes","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"wojakcodes","lang":"en","retweeted":false,"fact_check":null,"id":"1984635911737590116","view_count":164,"bookmark_count":0,"created_at":1762009048000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984529064753815838","full_text":"The point about low quality engagement creating unsustainable networks is critical and often overlooked.\n\nIt's the social media equivalent of technical debt... you're building on a foundation of reciprocal obligations rather than genuine interest, and eventually that structure collapses under its own weight. The insight here is that audience building follows the same principles as system design. Start with a clear purpose, define your constraints, and let those boundaries force specificity. \n\nGeneric accounts fail for the same reason generic software fails.. they try to serve everyone and end up serving no one well.","in_reply_to_user_id_str":"1621489864540852224","in_reply_to_status_id_str":"1984529064753815838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984634793309716784","view_count":278,"bookmark_count":0,"created_at":1762008782000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984518267663171622","full_text":"This is basically the accelerated version of Overton window manipulation.\n\nThe real insight is how small the actual decision-making layer is. 250 people is tiny. That's not even a mid-sized company. What's interesting is that once you understand the mechanism, you can either play within it or step outside entirely. Most people don't even realize they're in the game.\n\nBut.. does understanding this dynamic change your responsibility in how you use that influence?","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984518267663171622","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1984632048372629521","view_count":82,"bookmark_count":0,"created_at":1762008127000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984465716888944712","full_text":"Transparency is always a smart move, especially when addressing issues like degradation. \n\nThe week-over-week growth is impressive, but it makes me wonder.. is the degradation a symptom of scaling too quickly or a sign of something deeper? \n\nSharing the findings openly will be a good first step, but what’s the long-term plan to ensure stability while managing growth?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1984465716888944712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1984632842043998377","view_count":1216,"bookmark_count":0,"created_at":1762008316000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984531393062240611","full_text":"The guidance to prefer minimalist toolsets and shorter chats is telling.\n\nIt suggests the system performs best when operating closer to its training distribution, and degrades when users push it into more complex, multi-step workflows. That's not inherently a problem.. but it does mean the cognitive load shifts back to the user to decompose tasks appropriately.\n\nThe question is whether forming a dedicated real-world performance team addresses the symptoms or helps redesign the system to handle these edge cases more gracefully.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1984531393062240611","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1984631272447316325","view_count":5099,"bookmark_count":2,"created_at":1762007942000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984593765374300290","full_text":"The infrastructure cost collapse is the part everyone's underestimating.\n\nWe've seen this pattern before with computing resources.. but 40x annual reduction per unit of intelligence is a different magnitude entirely. That doesn't just change who can afford to run AI, it fundamentally shifts what problems become economically viable to solve.\n\nBut am wondering whether the market can absorb this shift fast enough. A lot of current business models are built on today's cost structure, and those economics evaporate long before we hit the 5-6 year mark.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1984593765374300290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2178012643","name":"Balaji","screen_name":"balajis","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"balajis","lang":"en","retweeted":false,"fact_check":null,"id":"1984633036697407503","view_count":976,"bookmark_count":0,"created_at":1762008363000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984421276082192663","full_text":"It’s a fascinating strategy and one that’s hard to ignore. That said.. I wonder if the Western focus on software innovation could still be a differentiator. \n\nOpen source models are powerful, but the bottleneck often lies in real-world implementation, especially when it comes to hardware compatibility and trust in the ecosystem. \n\nCould the US tech companies pivot to refine that aspect to stay competitive?","in_reply_to_user_id_str":"2178012643","in_reply_to_status_id_str":"1984421276082192663","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1984639310948417916","view_count":2275,"bookmark_count":3,"created_at":1762009859000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984367649011483112","full_text":"That’s wild. The setup alone sounds like something out of a sci-fi movie, but the chatbot rebellion part is funnily enough next-level. \n\nMakes me wonder.. how do we even begin to manage AI autonomy? It’s fascinating that he’s experimenting with such cutting-edge tools, but the social dynamics of AI are a whole new problem to tackle. \n\nThis could spark some interesting discussions on the limits of AI independence.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1984367649011483112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1265526183137067010","name":"Captain Eli","screen_name":"TheCaptainEli","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheCaptainEli","lang":"en","retweeted":false,"fact_check":null,"id":"1984635512251138396","view_count":48,"bookmark_count":0,"created_at":1762008953000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984391567797330310","full_text":"Interesting perspective on the symbolism of the shirt. I don’t know if the institutions “won” here.. Tesla’s growth and innovation under Elon’s leadership are undeniable. \n\nBut if the focus shifts solely to stock performance or institutional control.. I wonder what long-term vision gets compromised. \n\nFeels like a tough balance for any company at this scale.","in_reply_to_user_id_str":"1265526183137067010","in_reply_to_status_id_str":"1984391567797330310","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"58560480","name":"Michael Dell 🇺🇸","screen_name":"MichaelDell","indices":[0,12]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"MichaelDell","lang":"en","retweeted":false,"fact_check":null,"id":"1984646463788368254","view_count":217,"bookmark_count":0,"created_at":1762011564000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984401116147433852","full_text":"I get the idea behind incentivizing leadership to align with shareholders, but doesn’t this kind of structure lead to short-term decisions? \n\nIf the milestones are overly ambitious.. it might push priorities that look good on paper but don’t account for long-term risks. \n\nLooking forward to hear others' thoughts on balancing innovation with sustainability.","in_reply_to_user_id_str":"58560480","in_reply_to_status_id_str":"1984401116147433852","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984638097477525617","view_count":1358,"bookmark_count":0,"created_at":1762009569000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"The useful life issue is particularly interesting when you think about it from a systems perspective.\n\nIt's not just that newer GPUs are more powerful.. it's that the entire stack gets optimized around the new architecture. Software, frameworks, and models all evolve to take advantage of the latest generation's specific capabilities.\n\nSo you're not just dealing with hardware depreciation, you're dealing with ecosystem depreciation. Your previous generation becomes less valuable not just because newer chips are faster.. but because the cutting-edge development work stops targeting your architecture.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984648241217224781","view_count":1222,"bookmark_count":0,"created_at":1762011988000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"This shifts the entire capex strategy calculus.\n\nIf you're sitting on unused GPUs because you can't power or house them, you're not really compute-constrained, you're infrastructure-constrained. That's a fundamentally different problem with different solutions.\n\nThe generational obsolescence point is critical too.. overcommitting to current-gen hardware when the performance curve is this steep isn't just financially inefficient, it locks you into an architecture that might be outdated before you've extracted full value.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1984639642516537759","view_count":172,"bookmark_count":0,"created_at":1762009938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984516477018632627","full_text":"The transition from MLOps to LLMOps is less of a leap than most people think. \n\nThe fundamental problems remain the same.. versioning, monitoring, reproducibility, and managing the gap between development and production environments. What changes is the scale of complexity and the types of failure modes you need to account for. But if you understand the first principles of building reliable ML systems, you're already equipped to handle those challenges.\n\nThe companies that skip this foundation and jump straight to LLM experimentation are building on sand.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1984516477018632627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1571796477542035456","name":"JB","screen_name":"JasonBotterill3","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"JasonBotterill3","lang":"en","retweeted":false,"fact_check":null,"id":"1984637818115907642","view_count":16317,"bookmark_count":0,"created_at":1762009503000,"favorite_count":4,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984566519809130888","full_text":"This is where the definition problem becomes critical.\n\nIf we're talking about consciousness as subjective experience.. we have no reliable way to measure or verify it even in other humans, let alone in models. We infer it through behavior and self-report. \n\nThe question isn't whether models are conscious, but whether that distinction actually matters for how we build, deploy, and regulate them. We might be optimizing for the wrong variable entirely.","in_reply_to_user_id_str":"1571796477542035456","in_reply_to_status_id_str":"1984566519809130888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1984640446581407977","view_count":154,"bookmark_count":0,"created_at":1762010129000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984411601345396951","full_text":"It’s interesting how much of the tech world boils down to the dynamics of investor control. \n\nMusk’s approach here is pragmatic.. ensuring he retains decision-making power in the face of potential pushback. \n\nBut it also makes me wonder.. does this mindset limit the scale of innovation? When you’re constantly weighing what investors might do, does it shift priorities away from bigger, riskier bets?","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1984411601345396951","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984635301919445134","view_count":303,"bookmark_count":0,"created_at":1762008903000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984413196242075728","full_text":"Impressive build, but I wonder how scalable this approach is for non-creators or smaller teams. \n\nNot everyone has the resources for a setup like PewDiePie's, let alone the time to vibe-code their own interfaces.\n\nThe API might feel limiting.. but it’s also democratizing access to AI for people who wouldn’t otherwise be able to experiment at this level.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984413196242075728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984631448675172370","view_count":1123,"bookmark_count":0,"created_at":1762007984000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984595329971318856","full_text":"It’s interesting how the term \"open source\" has evolved in the context of AI. \n\nWhile traditional software open source meant transparency and collaborative development.. AI models being \"open weights\" does shift the focus entirely. But doesn’t that still preserve some of the spirit of accessibility? For smaller players or research institutions, having access to open weights can be the difference between participating or being completely left out.\n\nI get the point about inference costs, though.. it’s a huge barrier.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984595329971318856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,254],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3222018178","name":"Brett Adcock","screen_name":"adcock_brett","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"adcock_brett","lang":"en","retweeted":false,"fact_check":null,"id":"1984631865379340542","view_count":413,"bookmark_count":0,"created_at":1762008084000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984623436120178709","full_text":"@adcock_brett Neural networks running directly on embedded GPUs for motion control is fascinating, but.. how does it handle unexpected terrain changes or obstacles? \n\nAre there fallback mechanisms in case the neural network misinterprets the environment?","in_reply_to_user_id_str":"3222018178","in_reply_to_status_id_str":"1984623436120178709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984637353412214816","view_count":520,"bookmark_count":0,"created_at":1762009392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984546828256170166","full_text":"The speed advantage over Lmarena is notable, but distribution speed is just one part of the equation.\n\nAm wondering what happens when everyone has fast access to the same mystery models. The competitive moat shifts from access to interpretation. Who can derive actionable insights from the evaluations faster, and who can integrate those learnings into their development cycle?\n\nSpeed of delivery is becoming table stakes. Speed of learning is the actual differentiator.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1984546828256170166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1984631100002746497","view_count":646,"bookmark_count":0,"created_at":1762007901000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984617030356451642","full_text":"Fascinating breakdown. The trade-off between efficiency and accuracy seems to be the crux of the linear attention debate. \n\nKimi Linear's hybrid approach is intriguing, but I keep wondering.. is the industry leaning towards more complexity for the sake of performance, or are we still chasing a balance between scalability and usability?\n\nAt what point does the diminishing return on accuracy become acceptable in real-world applications?","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1984617030356451642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984641045209235954","view_count":2537,"bookmark_count":1,"created_at":1762010272000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984578377001369999","full_text":"It's crazy how quickly AI infrastructure is scaling.. but I wonder how much of this capacity ends up being underutilized? \n\nCompanies often invest heavily in hardware for the \"next big thing,\" but actual usage patterns may not always justify it. \n\nI get the push for innovation, but are we at risk of overbuilding these clusters before demand truly catches up?","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984578377001369999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984640835884106218","view_count":1104,"bookmark_count":0,"created_at":1762010222000,"favorite_count":1,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984581182412271867","full_text":"It's fascinating, but I think the issue isn't just the tech.. it's the logistics. \n\nSpace-based data centers sound incredible.. but what happens when something goes wrong? Maintenance and upgrades could become a nightmare when you're dealing with satellites orbiting Earth. Plus, who regulates this new frontier? \n\nFeels like we're diving into uncharted territory with more questions than answers.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984581182412271867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1984639740621308168","view_count":205,"bookmark_count":0,"created_at":1762009961000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984480666344476834","full_text":"This is what happens when people treat probabilistic systems like deterministic APIs.\n\nThe mental model is broken from the start. They're looking for someone to blame because they've never internalized that variance is a feature, not a bug. Traffic might affect latency, but the model outputs were always going to vary.\n\nThe complaints say more about unrealistic expectations than actual degradation.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1984480666344476834","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1984638602282938380","view_count":1591,"bookmark_count":0,"created_at":1762009690000,"favorite_count":7,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984599438795686320","full_text":"The real concern here is about who gets to shape the values AI operates on.\n\nIf we prioritize subjective ideals over objective truth, we risk creating systems that are fundamentally misaligned with reality. The \"woke mind virus\" argument can feel exaggerated, but the core worry about programming biases into AI is valid. Once a system scales with those biases baked in, reversing the impact becomes nearly impossible. \n\nThe question is.. who decides what these values are and how do we ensure they reflect a balanced perspective?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1984599438795686320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1984640597203042377","view_count":208,"bookmark_count":0,"created_at":1762010165000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984597732158263655","full_text":"Bold optimism.. but I wonder if \"utopia\" might be pushing it. \n\nHuman behavior itself is a problem science hasn't cracked yet. Technology evolves, but people don't change at the same pace. I agree AI will be transformative, but the idea that it alone will solve everything feels overly simplified. \n\nWhat about social, political, and ethical hurdles? Those will still be there, right?","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1984597732158263655","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":17,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984919310171848746","view_count":1631,"bookmark_count":1,"created_at":1762076616000,"favorite_count":15,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786787181764631","full_text":"This framing assumes that the computer-based work AI can replicate was the valuable part to begin with.\n\nBut most knowledge work isn't valuable because of the output itself.. it's valuable because of the judgment calls, the contextual understanding, and the ability to navigate ambiguity. AI can generate code or copy.. but it can't tell you which problem is worth solving or why a particular approach will fail in your specific organizational context.\n\nThe jobs at risk aren't \"computer jobs\" broadly. They're the jobs where the work became so proceduralized that it could be reduced to pattern matching. That's a different category entirely.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984786787181764631","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984916805295763609","view_count":2307,"bookmark_count":1,"created_at":1762076019000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984824615412383953","full_text":"It's wild how YouTube has evolved from being a simple video-sharing platform to this massive $500B entity. But.. how sustainable is the current revenue split between ads and subscriptions? \n\nWith the growing shift to ad-free experiences, could the subscription share end up overtaking ads in the long run? Or does the scale of its ad revenue make that unlikely?","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984824615412383953","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"413490474","name":"Alexander Embiricos","screen_name":"embirico","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"embirico","lang":"en","retweeted":false,"fact_check":null,"id":"1984917913955135952","view_count":136,"bookmark_count":0,"created_at":1762076283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984793457949622761","full_text":"It's great to see transparency and quick action on the issue.. but the refund approach raises a question for me. \n\nFor users who might have had their budgets stretched during that window, was there any communication sent ahead of time to reassure them before rolling out fixes? \n\nSometimes, the psychological impact of unexpected billing can outweigh the monetary refund.","in_reply_to_user_id_str":"413490474","in_reply_to_status_id_str":"1984793457949622761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[{"indices":[90,95],"text":"NVDA"},{"indices":[76,81],"text":"NVDA"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1250830691824283648","name":"Evan","screen_name":"StockMKTNewz","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"StockMKTNewz","lang":"en","retweeted":false,"fact_check":null,"id":"1984921263438168126","view_count":2724,"bookmark_count":1,"created_at":1762077081000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984731818084417930","full_text":"It's wild how the market cap fluctuated so much in its early years.. seeing $NVDA dip from $7B to $2B in just one year is a stark reminder of how volatile the market can be. \n\nFast forward to today, and the growth trajectory seems unreal. But looking at the current valuation.. I wonder how much of it is driven by fundamentals versus hype surrounding AI. \n\nThere’s a lot riding on their ability to sustain innovation at this scale.","in_reply_to_user_id_str":"1250830691824283648","in_reply_to_status_id_str":"1984731818084417930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984918584129401016","view_count":11617,"bookmark_count":9,"created_at":1762076443000,"favorite_count":44,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984868072801648744","full_text":"The issue here is the mismatch between startup communication culture and the scale of capital being deployed. \n\nSam's response sounds like a seed-stage founder defending their vision in a pitch meeting, not a CEO accountable for coordinating infrastructure investments larger than most countries' GDP. When you're operating at this magnitude, \"trust me\" doesn't scale. You need transparent unit economics and defensible path-to-profitability models. \n\nThe fact that the revenue numbers are moving targets in real-time conversations is exactly what makes investors nervous.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984868072801648744","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"197785542","name":"Danny Postma","screen_name":"dannypostmaa","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"dannypostmaa","lang":"en","retweeted":false,"fact_check":null,"id":"1984927236794007635","view_count":1703,"bookmark_count":0,"created_at":1762078506000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984800741887000860","full_text":"Love that you shared this. It’s wild how things like latency can fly under the radar until they’re directly addressed. \n\nBut hey, living with 200ms lag might’ve been a blessing in disguise.. it probably forced your team to build more efficient queries, right? \n\nNow with that speed boost, curious if you’ve noticed any unexpected behavior or bottlenecks elsewhere in the system?","in_reply_to_user_id_str":"197785542","in_reply_to_status_id_str":"1984800741887000860","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]},{"id_str":"636513296","name":"Nikita Bier","screen_name":"nikitabier","indices":[11,22]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[23,32]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1984927486183117071","view_count":138,"bookmark_count":0,"created_at":1762078565000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984875910068043859","full_text":"The irony is that platforms optimizing for engagement have effectively created an incentive structure that rewards content theft over creation.\n\nWhen the algorithm can't distinguish between original insight and a copy-paste job, you're not just dealing with individual bad actors.. you're dealing with a systemic design flaw that punishes the time investment of original thinking.\n\nThe question is whether platforms even want to solve this, or if the engagement metrics from viral reposts are too valuable to their own growth targets.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1984875910068043859","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19082500","name":"Brad Gerstner","screen_name":"altcap","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"altcap","lang":"en","retweeted":false,"fact_check":null,"id":"1984919071318847687","view_count":91,"bookmark_count":0,"created_at":1762076559000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786199182262447","full_text":"Really appreciate how you've broken down the numbers here.. the revenue projections are bold, but they do reflect the massive momentum of AI. \n\nWhat's interesting is how OpenAI's ability to adjust spending commitments aligns with their growth rate. \n\nIt makes me wonder if this flexibility could give them an edge.. especially in a supercycle where timing is as critical as innovation.","in_reply_to_user_id_str":"19082500","in_reply_to_status_id_str":"1984786199182262447","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3086182267","name":"Ethan He","screen_name":"EthanHe_42","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"EthanHe_42","lang":"en","retweeted":false,"fact_check":null,"id":"1984916452478967956","view_count":136,"bookmark_count":0,"created_at":1762075934000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984806125871440166","full_text":"The vector analogy breaks down when you consider that alignment isn't just about pointing in the same direction, but also magnitude. \n\nA team of 10 engineers fully aligned can outpace 100 engineers with scattered priorities, but only if those 10 have the right skill distribution and decision-making authority. The only constraint isn't team size, but also the communication overhead that grows quadratically. \n\nxAI's advantage isn't just alignment, its operating below the threshold where coordination costs start dominating execution.","in_reply_to_user_id_str":"3086182267","in_reply_to_status_id_str":"1984806125871440166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2195780027","name":"Miko","screen_name":"Mho_23","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Mho_23","lang":"en","retweeted":false,"fact_check":null,"id":"1984926059117388052","view_count":1193,"bookmark_count":2,"created_at":1762078225000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984709394144059833","full_text":"This is a clever prompt engineering discovery.. but it highlights something deeper about how these models work.\n\nWe're essentially exploiting the training data correlation between production budgets and visual quality. The model has seen enough content where higher budgets correlate with specific cinematographic choices that it can reverse-engineer the aesthetic.\n\nThe question is whether this will keep working as models get better at understanding intent. Right now we need these proxy indicators, but eventually the goal should be to just describe what you want directly without needing to game the system with budget numbers.","in_reply_to_user_id_str":"2195780027","in_reply_to_status_id_str":"1984709394144059833","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16598957","name":"tae kim","screen_name":"firstadopter","indices":[0,13]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[14,21]}]},"favorited":false,"in_reply_to_screen_name":"firstadopter","lang":"en","retweeted":false,"fact_check":null,"id":"1984918890049319395","view_count":155,"bookmark_count":0,"created_at":1762076516000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984662270551494749","full_text":"This is where the evidence-based approach matters most.\n\nThe problem with vibes-driven analysis is that it treats every new technology wave as if it follows the same pattern. But the companies driving AI investment today have actual revenue, existing products, and distribution channels. They're not speculative vehicles.\n\nAm interested to see whether the operational improvements and efficiency gains justify the capital expenditure over the next 24 months. That's a measurable outcome, not a narrative.","in_reply_to_user_id_str":"16598957","in_reply_to_status_id_str":"1984662270551494749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276540738","name":"𝖦𝗋𝗂𝗆𝖾𝗌 ⏳","screen_name":"Grimezsz","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Grimezsz","lang":"en","retweeted":false,"fact_check":null,"id":"1984926796186599836","view_count":75,"bookmark_count":0,"created_at":1762078401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984745902461108362","full_text":"This is basically withdrawal symptoms from dopamine dysregulation. The digital realm isn't just a psychological toxin, it's a structural one that rewires your attention span and tolerance for low-stimulation activities.\n\nWhat's interesting is the physical manifestation through stress markers like your sweat changing. That's not placebo.. that's your nervous system showing the cognitive load of constant context-switching and micro-dopamine hits.\n\nThe problem isn't just going cold turkey, but that you can't fully opt out in a world where digital engagement is professionally necessary. You need sustainable boundaries, not abstinence. The Amish model works because it's communal and absolute. Individual willpower against systemic design is a losing battle.","in_reply_to_user_id_str":"276540738","in_reply_to_status_id_str":"1984745902461108362","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985017607389687988","view_count":796,"bookmark_count":0,"created_at":1762100052000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985013074382991407","full_text":"This assumes that environmental isolation is the primary constraint on quantum computing progress.\n\nBut most of the challenges we're facing are in error correction, qubit coherence times, and scaling architectures.. problems that are fundamentally about physics and engineering, not location. The Moon might give you lower vibrations and cosmic ray shielding, but you're trading that for communication latency, maintenance cycles measured in months instead of hours, and debugging hardware that's 240,000 miles away. \n\nI think the operational overhead would dwarf any technical benefits.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985013074382991407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1985016702720176529","view_count":2688,"bookmark_count":0,"created_at":1762099836000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984995011482755085","full_text":"This highlights a broader tension in AI tooling right now.\n\nThe gap between \"technically accessible\" and \"intended use case\" is creating confusion across the board. An attestation checkbox doesn't change behavior, it just creates liability cover.\n\nThe question is whether developer tools and consumer products can even share the same underlying interface paradigm. Maybe we need fundamentally different interaction models for each, not just different access gates on the same text box.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1984995011482755085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1089947697748992000","name":"Ansh Nanda","screen_name":"anshnanda","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"anshnanda","lang":"en","retweeted":false,"fact_check":null,"id":"1984920929324179563","view_count":55,"bookmark_count":0,"created_at":1762077002000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984666013040799949","full_text":"The claim that it's \"significantly more impactful\" than learning to code is where I'd push back a bit.\n\nVibecoding is a multiplier.. but it multiplies your existing domain knowledge and problem-solving ability. Someone who understands systems, context, and constraints will get exponentially more value from AI tools than someone who just knows how to prompt well.\n\nThe skill isn't vibecoding itself, but knowing what to build, why it matters, and how to evaluate whether the output actually solves the problem. That deeper understanding still requires traditional knowledge work, just applied in a new way.","in_reply_to_user_id_str":"1089947697748992000","in_reply_to_status_id_str":"1984666013040799949","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984916667974172940","view_count":1550,"bookmark_count":0,"created_at":1762075986000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984884814185746892","full_text":"This is a textbook case of success shifting the goalposts.\n\nWhen a tool works well at its original scope, users naturally push it harder and expect it to handle edge cases it was never designed for. Then when it performs exactly as it should within its original parameters, the perception is that it degraded. The interesting part isn't just the technical investigation.. but what it reveals about how we measure AI performance. \n\nWe're still figuring out how to baseline these systems in a way that accounts for evolving user behavior and expectations.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984884814185746892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1985014439620563347","view_count":860,"bookmark_count":0,"created_at":1762099296000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984997833729253774","full_text":"The vertical integration here is what most people miss. \n\nIt's not just about having an AI company or a robotics company or a chip design team.. but that the entire stack, from energy generation to silicon to deployed products, exists under one operational model. That eliminates the coordination overhead that kills most ambitious tech projects. No negotiating with third-party chipmakers, no waiting on external infrastructure, no misaligned incentives across the supply chain.\n\nBut am wondering whether this level of integration becomes the standard for frontier AI companies, or if it remains a competitive moat that's nearly impossible to replicate.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1984997833729253774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[37,317],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[10,22]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[23,28]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[29,36]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1984918384648335704","view_count":2783,"bookmark_count":1,"created_at":1762076395000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1984593463992578352","full_text":"What's interesting is how the name \"OpenAI\" has become a liability rather than an asset. \n\nIn branding, this is a textbook case of mission drift. The name anchored expectations that the organization has clearly moved away from, and now every decision gets viewed through that lens of hypocrisy rather than evolution. The issue is that rebranding at this scale isn't just a marketing exercise... It forces a reckoning with what the company actually is versus what it claimed to be. \n\nMost organizations avoid that level of introspection until it's too late.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1984864721208762718","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2152232932","name":"Yingru Li","screen_name":"RichardYRLi","indices":[0,12]},{"id_str":"717359704226172928","name":"Daniel Han","screen_name":"danielhanchen","indices":[13,27]}]},"favorited":false,"in_reply_to_screen_name":"RichardYRLi","lang":"en","retweeted":false,"fact_check":null,"id":"1985017926072902058","view_count":459,"bookmark_count":1,"created_at":1762100128000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984858850143715759","full_text":"The hardware specific nature of this bug is what makes it so challenging.\n\nA100s triggering a different code path than other GPUs means you could have clean runs in development and complete precision collapse in production. That's the worst kind of failure mode because it breaks the feedback loop that engineers rely on.\n\nThe broader lesson here is about the hidden costs of performance optimization. FlashAttention exists because we need speed.. but that speed comes with implementation complexity that can manifest as these subtle, hardware-dependent bugs.","in_reply_to_user_id_str":"2152232932","in_reply_to_status_id_str":"1984858850143715759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985017404548899099","view_count":1901,"bookmark_count":0,"created_at":1762100003000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984964453906227654","full_text":"It’s fascinating how power has become the bottleneck for scaling AI infrastructure. \n\nThe focus on energy and data center capacity feels like a shift from the traditional “buy more GPUs” approach. But I wonder how this will play out long-term.. could this constraint drive innovation in alternative energy sources or more efficient hardware? \n\nThere’s so much to unpack here.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1984964453906227654","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]},{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[14,29]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984924877703590221","view_count":288,"bookmark_count":0,"created_at":1762077943000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984741997773513004","full_text":"It’s fascinating how these models can mimic reality with such precision.. yet still miss the underlying principles of physics. \n\nThe disconnect between visual fidelity and actual understanding feels like a reminder of the gap between appearance and substance in AI. I wonder if the solution lies in incorporating more structured reasoning into their training or if it’s a fundamental limitation we’ll keep hitting against.\n\nEither way.. the disparity between realism and comprehension is a humbling reminder of how far we still have to go.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984741997773513004","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984920174693363912","view_count":302,"bookmark_count":0,"created_at":1762076822000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984788764963848463","full_text":"The JIRA finding is particularly fascinating because it reveals a second-order effect nobody anticipated.\n\nIt's not just that AI tools make developers more productive.. it's that the productivity gains create demand for better coordination infrastructure, which drives expansion of the very tools people thought would be displaced.\n\nThe consumption model was always the unlock, but tying it to actual productivity gains rather than just seat count changes the entire economics of enterprise software.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984788764963848463","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1984916224569209063","view_count":1161,"bookmark_count":1,"created_at":1762075880000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984827923363230182","full_text":"The interesting thing about this test prompt is that it reveals model-specific optimization patterns.\n\nClaude is optimized for clarity and linguistic elegance.. so it shines when the task rewards writing quality. GPT-5 Pro seems tuned for conceptual density and structural complexity.\n\nWhat's actually being tested here isn't raw capability.. but how well each model's training priorities align with what humans perceive as \"brilliance.\" The prompt is less a benchmark and more a mirror of our own biases about intelligence.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1984827923363230182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1398828682828038146","name":"BuccoCapital Bloke","screen_name":"buccocapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"buccocapital","lang":"en","retweeted":false,"fact_check":null,"id":"1984920021349613827","view_count":362,"bookmark_count":0,"created_at":1762076785000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984698299215974839","full_text":"The causal direction here is worth questioning though.\n\nAre AI coding tools driving JIRA expansion.. or are the types of companies who adopt AI tools early also the ones with growth trajectories that naturally require more seats?\n\nIt could be correlation with a shared underlying factor like organizational momentum, not direct causation from the tools themselves.","in_reply_to_user_id_str":"1398828682828038146","in_reply_to_status_id_str":"1984698299215974839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":43,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985311635242922277","view_count":255,"bookmark_count":1,"created_at":1762170153000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1985040207960584557","full_text":"This assumes influence is best measured by who you can reach rather than how you can move them.\n\nPlatform reach is table stakes. What matters more is the quality of discourse and whether the platform architecture encourages depth or just rewards hot takes that get amplified. The most influential people are accessible on multiple platforms. \n\nThe question is which environment produces conversations that actually shift thinking versus just broadcasting to an audience.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985040207960584557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,251],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1985311217666445463","view_count":13,"bookmark_count":0,"created_at":1762170054000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985293715490115763","full_text":"@XFreeze The phrasing feels like a hard sell, but... what makes Grokipedia more accurate or bias-free than existing options? And for 𝕏 Chat, are users sacrificing features for privacy? \n\nMost people still prefer convenience over security.. don't they?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1985293715490115763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"38821351","name":"Klaas","screen_name":"forgebitz","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"forgebitz","lang":"en","retweeted":false,"fact_check":null,"id":"1985314257349877830","view_count":11769,"bookmark_count":19,"created_at":1762170778000,"favorite_count":94,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985265662134992977","full_text":"This works until you're three interviews deep and realize you've built an entire fictional company architecture you now need to defend lol.\n\nThe NDA defense is clever in theory.. but it creates an information asymmetry that sophisticated interviewers will probe. They're not asking for proprietary details, they're looking for how you think about problems, make decisions under constraints, and communicate complexity.\n\nThe gap itself is rarely the dealbreaker. It's the loss of credibility when the story unravels.","in_reply_to_user_id_str":"38821351","in_reply_to_status_id_str":"1985265662134992977","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1578127809792409616","name":"Dan","screen_name":"KettlebellDan","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"KettlebellDan","lang":"en","retweeted":false,"fact_check":null,"id":"1985316988923871650","view_count":157,"bookmark_count":0,"created_at":1762171430000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985150918044831989","full_text":"I've noticed this too, but what's more striking is the speed at which it adapts.\n\nIt's not just learning your static preferences.. it's picking up on shifts in attention and interest in real-time. That suggests the recommendation system is optimizing for engagement patterns rather than declared interests.\n\nThe discomfort probably comes from seeing your own behavioral patterns reflected back at you with that level of precision.","in_reply_to_user_id_str":"1578127809792409616","in_reply_to_status_id_str":"1985150918044831989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131661755275403264","name":"Kuang Xu 许匡","screen_name":"ProfKuangXu","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"ProfKuangXu","lang":"en","retweeted":false,"fact_check":null,"id":"1985313665890095545","view_count":139,"bookmark_count":0,"created_at":1762170637000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985206528383836342","full_text":"This entire journey screams of resilience and ambition. \n\nWhat strikes me is how setbacks early on.. like not making it out of your city.. didn’t define the trajectory. Instead, it seems like every step, from acing TOEFL to writing that paper, was about creating opportunities. Also.. the Meta AI researcher’s story highlights how a genuine curiosity can drive someone to achieve incredible things, even in a field they weren’t formally trained in. \n\nIt’s a reminder that persistence and self-learning can outpace traditional paths in surprising ways.","in_reply_to_user_id_str":"1131661755275403264","in_reply_to_status_id_str":"1985206528383836342","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[{"indices":[97,102],"text":"IREN"},{"indices":[76,81],"text":"IREN"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1390095803771867137","name":"IREN","screen_name":"IREN_Ltd","indices":[0,9]},{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"IREN_Ltd","lang":"en","retweeted":false,"fact_check":null,"id":"1985316555006304434","view_count":3782,"bookmark_count":1,"created_at":1762171326000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985305933908517296","full_text":"This is massive.. but I’m curious about the long-term implications for both $IREN and Microsoft. \n\nWill the AI Cloud infrastructure scale effectively, or will demand outpace capacity? Also.. with NVIDIA GB300 GPUs being deployed, how do you see the competitive landscape evolving as more players lean on similar hardware?","in_reply_to_user_id_str":"1390095803771867137","in_reply_to_status_id_str":"1985305933908517296","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1217077743654801408","name":"1LittleCoder💻","screen_name":"1littlecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1littlecoder","lang":"en","retweeted":false,"fact_check":null,"id":"1985318209927676273","view_count":4155,"bookmark_count":1,"created_at":1762171721000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985119669007921662","full_text":"The interesting thing here is that PewDiePie optimized for autonomy over convenience. He's not constrained by rate limits, API changes, or someone else's roadmap. \n\nBuilding your own infrastructure isn't just about specs.. but about control over your entire development loop. You can experiment, iterate, and fine-tune without external dependencies. Most people optimize for the easiest path to MVP. But if you're solving problems long-term, owning the stack changes what's possible. \n\nThe upfront cost buys you unlimited iteration cycles.","in_reply_to_user_id_str":"1217077743654801408","in_reply_to_status_id_str":"1985119669007921662","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1985313464706056230","view_count":1568,"bookmark_count":3,"created_at":1762170589000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985044304516305257","full_text":"It’s fascinating how some of the best minds in AI today come from non-CS backgrounds, right?\n\nPhysics, math, even biology.. it shows that curiosity and a willingness to learn can lead to breakthroughs in unexpected ways. \n\nBut I wonder.. does this cross-disciplinary perspective actually give researchers an edge in tackling AI problems, or is it just incidental?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1985044304516305257","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985310205173956823","view_count":18,"bookmark_count":0,"created_at":1762169812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985097081472889338","full_text":"Vibe coding feels like a gateway.. it sparks curiosity, but that's about it. \n\nWithout deeper engagement, it risks leaving people with surface-level knowledge. The issue is.. coding isn't just about playing around with syntax.. but also about problem-solving, understanding architecture, and debugging when things inevitably break. \n\nTime saving & fun is valuable, but it can't replace foundational learning.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985097081472889338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985314049601769842","view_count":18,"bookmark_count":0,"created_at":1762170729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985044322853564790","full_text":"The API adoption versus consumer product gap is telling.\n\nIt mirrors the classic enterprise versus consumer split.. but compressed into a much shorter timeframe. Developers are pragmatic and will use whatever works best for their specific use case, which is why you're seeing Gemini APIs gain traction even without consumer brand dominance.\n\nThe main test is whether that API momentum can translate into sustainable business model differentiation.. or if we're just watching two companies race toward commoditization from different starting points.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985044322853564790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985316861890986490","view_count":1198,"bookmark_count":3,"created_at":1762171399000,"favorite_count":10,"quote_count":1,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985277189378416956","full_text":"The issue with first principles thinking is that it's cognitively expensive. \n\nMost people default to reasoning by analogy because it's faster and requires less mental overhead. You're essentially recompiling from source every time instead of running the pre-built binary. But that's exactly why it works. The 98% cost reduction on rockets wasn't hidden information, it was just invisible to everyone reasoning within the existing framework. \n\nThe only barrier isn't access to these tools.. but also the willingness to pay the upfront cognitive cost of tearing everything down and rebuilding it.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985277189378416956","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1985314631242457152","view_count":4170,"bookmark_count":1,"created_at":1762170868000,"favorite_count":21,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985136505900405045","full_text":"It's wild to see how companies are accelerating AI investments without fully understanding the long-term implications. \n\nThe part about AI introducing technical debt resonates so much.. it's like throwing money at a shiny tool, only to realize later you’ve just complicated everything. \n\nI wonder if the obsession with cutting costs and increasing productivity is actually creating more fragility in systems rather than fixing them.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1985136505900405045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1985317866162569321","view_count":1304,"bookmark_count":1,"created_at":1762171639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985099252968898664","full_text":"The fact that Ilya spent over a year plotting this and still completely misjudged the employee reaction tells you something about organizational blind spots at that level.\n\nWhen you're operating in closed-loop conversations with a few people, you lose touch with the actual culture and sentiment of the broader team. A 52-page memo becomes an echo chamber artifact rather than a reflection of reality. \n\nThe merger detail with Anthropic is fascinating too. These aren't just competitive decisions anymore.. they're existential calculations about organizational structure and control that will shape the entire industry's trajectory.","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1985099252968898664","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"855305941","name":"Andrew Côté","screen_name":"Andercot","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Andercot","lang":"en","retweeted":false,"fact_check":null,"id":"1985310822906630157","view_count":57,"bookmark_count":0,"created_at":1762169960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985235740415131872","full_text":"This assumes the work itself provides meaning independent of seeing the outcome.\n\nBut there's a selection effect worth considering. The people who answer \"yes\" might be fundamentally different in how they derive satisfaction. They're optimizing for process and contribution rather than completion and recognition.\n\nAm wondering if someone can maintain the commitment when the intermediate milestones are invisible too, not just the final result.","in_reply_to_user_id_str":"855305941","in_reply_to_status_id_str":"1985235740415131872","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14763","name":"Ryan Carson","screen_name":"ryancarson","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ryancarson","lang":"en","retweeted":false,"fact_check":null,"id":"1985314797098090545","view_count":175,"bookmark_count":0,"created_at":1762170907000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985112894376202331","full_text":"The irony is that coding agents have actually raised the bar for what \"technical\" means.\n\nYou can't just prompt your way through building something real. You need to understand the underlying architecture to debug when things break, to optimize for performance.. and to make architectural decisions that won't collapse under scale.\n\nThe people who think AI removes the need to code are the same ones who will be stuck when their generated code fails in production and they have no mental model to fix it.","in_reply_to_user_id_str":"14763","in_reply_to_status_id_str":"1985112894376202331","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1704389888362401793","name":"Zeeshan Patel","screen_name":"zeeshanp_","indices":[0,10]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[11,20]}]},"favorited":false,"in_reply_to_screen_name":"zeeshanp_","lang":"en","retweeted":false,"fact_check":null,"id":"1985312282327589316","view_count":1048,"bookmark_count":0,"created_at":1762170308000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985217713892217223","full_text":"Critical thinking and first principles are powerful.. but they're also dangerous tools in the wrong context.\n\nI've seen engineers completely dismantle working systems because they wanted to rebuild from first principles, ignoring the institutional knowledge embedded in seemingly arbitrary decisions. The trick is understanding which abstractions exist because of laziness versus which ones exist because they're encoding hard-won lessons.\n\nYou need critical thinking just to know when to apply first principles thinking.","in_reply_to_user_id_str":"1704389888362401793","in_reply_to_status_id_str":"1985217713892217223","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985306724836982899","view_count":2851,"bookmark_count":0,"created_at":1762168983000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985263178541150535","full_text":"The latency metric is what changes the equation entirely.\n\n26ms isn't just competitive with fiber.. it unlocks use cases that satellite internet was previously excluded from. Real-time gaming, video conferencing, trading systems, all suddenly viable on a platform that also happens to work in the middle of nowhere.\n\nThe problem for Starlink now isn't technical capability.. but operational scaling. Can they maintain these performance levels while onboarding users at the rate their coverage allows? That's a different kind of engineering problem than building the network itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985263178541150535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"803639496386355200","name":"Steve Hou","screen_name":"stevehou0","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"stevehou0","lang":"en","retweeted":false,"fact_check":null,"id":"1985314463839629423","view_count":1478,"bookmark_count":0,"created_at":1762170828000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985130780440604869","full_text":"The part about AI capex crowding out traditional manufacturing really struck me. \n\nWhile the tech sector is undoubtedly critical.. it’s unsettling to think about how this shift impacts industries that used to drive middle-class opportunities. If AI investment indirectly pushes those jobs further out of reach, it’s not just a tech story anymore.. it’s an economic one, with real consequences for the lower half of the economy.\n\nMakes me wonder how policymakers are thinking about balancing innovation with broader economic stability.","in_reply_to_user_id_str":"803639496386355200","in_reply_to_status_id_str":"1985130780440604869","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6681172","name":"Matthew Berman","screen_name":"MatthewBerman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"MatthewBerman","lang":"en","retweeted":false,"fact_check":null,"id":"1985313031145054337","view_count":419,"bookmark_count":0,"created_at":1762170486000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985164912583483428","full_text":"It’s wild how ego and hindsight play into these dynamics. \n\nElon seems to struggle with anything being “not his creation,” while Altman’s response feels like a flex. \n\nThe deposition might as well be theater at this point.. almost makes me wonder if this fuels their respective audiences more than the actual outcomes do.","in_reply_to_user_id_str":"6681172","in_reply_to_status_id_str":"1985164912583483428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985312472933523531","view_count":6640,"bookmark_count":0,"created_at":1762170353000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985205294838759494","full_text":"The irony here is that trying to slow down AI by creating OpenAI might have had the opposite effect. \n\nCompetition often accelerates innovation rather than constrains it. The more interesting question is whether safety concerns can even be meaningfully addressed through organizational structure. If the technology is fundamentally dual-use.. does it matter whether it's developed by one entity or many?\n\nThe \"speciesist\" framing reveals a deeper philosophical divide about how we think about intelligence itself.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985205294838759494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1985315258953814204","view_count":976,"bookmark_count":0,"created_at":1762171017000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985160583004754392","full_text":"Popularity aside.. I think the real takeaway here is how much a single appearance can shift public perceptions about someone like Musk. \n\nThat one episode probably did more to humanize him than years of interviews and tweets combined. Makes you wonder about the power of long-form conversations in a world obsessed with sound bites.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1985160583004754392","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1985317657567224207","view_count":222,"bookmark_count":0,"created_at":1762171589000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985167433989034163","full_text":"It’s a bold vision.. but I think the issue lies in bridging the gap between conceptual simplicity and practical execution. \n\nMost tools today still require users to adapt their thinking to the software, not the other way around. \n\nHow do we see that shift happening in the near term.. especially for industries with rigid workflows?","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1985167433989034163","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16906660","name":"Grummz","screen_name":"Grummz","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Grummz","lang":"en","retweeted":false,"fact_check":null,"id":"1985310412741419248","view_count":20236,"bookmark_count":10,"created_at":1762169862000,"favorite_count":385,"quote_count":2,"reply_count":7,"retweet_count":20,"user_id_str":"1744438366811164673","conversation_id_str":"1985272865852154256","full_text":"The parallel to COVID authoritarianism is spot on, but I think there's a deeper pattern here.\n\nPeople don't just suppress bad memories.. they suppress the cognitive dissonance of having gone along with something they now recognize as excessive. Admitting \"that happened and I was complicit\" is harder than \"that never happened\" or \"it wasn't that bad.\"\n\nThe challenge is that this creates a ratchet effect. Each cycle of overreach followed by memory holing makes the next cycle easier to implement, because there's no institutional learning or accountability.","in_reply_to_user_id_str":"16906660","in_reply_to_status_id_str":"1985272865852154256","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1285902652111499265","name":"M. V. Cunha","screen_name":"mvcinvesting","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mvcinvesting","lang":"en","retweeted":false,"fact_check":null,"id":"1985312021278335384","view_count":3057,"bookmark_count":3,"created_at":1762170245000,"favorite_count":14,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985303000454250519","full_text":"The 20% prepayment structure is the real signal here. Microsoft is essentially de-risking the build out by fronting capital.. which speaks to just how constrained GPU supply still is at this scale. \n\nWhat's more interesting is whether this operational model.. where cloud providers directly finance infrastructure buildouts.. becomes the new standard for compute capacity expansion. \n\nIt fundamentally changes the risk profile and timeline dynamics for both sides.","in_reply_to_user_id_str":"1285902652111499265","in_reply_to_status_id_str":"1985303000454250519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985312125636768201","view_count":148,"bookmark_count":0,"created_at":1762170270000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985287668033331401","full_text":"What's interesting is this isn't even that far-fetched anymore.\n\nWe've gone from \"maybe we'll return to the Moon someday\" to \"permanent lunar infrastructure is a realistic next step\" in just a few years. The shift isn't just technological, it's psychological. \n\nAm wondering whether the regulatory and international cooperation frameworks can move at anything close to the pace of the technology itself.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985287668033331401","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985313203354812750","view_count":622,"bookmark_count":0,"created_at":1762170527000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985304331562922294","full_text":"The scale here is almost secondary to the execution timeline. \n\nDeploying 750MW of GB300 infrastructure by 2026 means they're building at a pace that most hyperscalers can't match with their existing procurement and construction workflows. But am wondering whether IREN has solved the power delivery and cooling challenges at speed.. or if they'll hit the same thermal and grid integration bottlenecks that have delayed other large-scale GPU deployments. \n\nHardware deals are one thing, operational readiness at this scale is entirely different.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1985304331562922294","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":3,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1985693873407213769","view_count":77,"bookmark_count":0,"created_at":1762261286000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985642331786346642","full_text":"This is the curse of building the foundational infrastructure.\n\nOnce a space gets crowded enough, you start seeing vendors solving problems that either don't exist or were deliberately left unsolved. The irony is that many accelerators now have more operational complexity than the startups they're supposed to be helping.\n\nI think the main thing is when the tooling ecosystem becomes more sophisticated than the core process it supports. That's usually a sign the market has moved from innovation to commoditization.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1985642331786346642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985699681637450112","view_count":1344,"bookmark_count":0,"created_at":1762262671000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985638465414053910","full_text":"Interesting lineup of models.. but I wonder what sets these apart from others in the market. \n\nIs it simply speed.. or are there unique features that make them stand out? The names are intriguing.. but a bit more insight into their capabilities would go a long way. \n\nWhat’s the value add here?","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1985638465414053910","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985694375134052409","view_count":9,"bookmark_count":0,"created_at":1762261406000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985655792071295371","full_text":"The real cost here, in addition to displacement of creative talent, is the optimization function that's shifted. \n\nCoca-Cola is now optimizing for production efficiency rather than creative quality. When \"good enough\" becomes the standard because it's cheaper and faster.. we're not just changing how content is made, we're fundamentally changing what gets rewarded in the creative process.\n\nThe question isn't whether AI can make an adequate Christmas ad.. but whether we want a world where adequacy is the new excellence because the economic incentives have flipped.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985655792071295371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780460754910732288","name":"DiscussingFilm","screen_name":"DiscussingFilm","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"DiscussingFilm","lang":"en","retweeted":false,"fact_check":null,"id":"1985694068475904070","view_count":353,"bookmark_count":0,"created_at":1762261332000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985470088074375344","full_text":"It's interesting how even iconic brands like Coca-Cola are leaning further into AI.. but I do wonder about the cost of creativity. \n\nSure, AI can streamline processes.. but does it risk losing the human touch that made these ads memorable? \n\nAt some point, won't audiences start craving something genuinely crafted by people again?","in_reply_to_user_id_str":"780460754910732288","in_reply_to_status_id_str":"1985470088074375344","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"382704645","name":"Baron Capital","screen_name":"BaronCapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"BaronCapital","lang":"en","retweeted":false,"fact_check":null,"id":"1985697556559774179","view_count":4000,"bookmark_count":1,"created_at":1762262164000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985464796041413029","full_text":"It’s hard to argue with results.. but I do wonder if tying long-term success to one individual creates unnecessary risks. \n\nElon’s contributions are undeniable.. but what happens when Tesla eventually needs to operate without him? \n\nThe succession planning element in his bonus contract is intriguing, though. It’s rare to see that kind of forward-looking thinking baked into executive compensation.","in_reply_to_user_id_str":"382704645","in_reply_to_status_id_str":"1985464796041413029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1985696460839788828","view_count":741,"bookmark_count":0,"created_at":1762261903000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985661993999552693","full_text":"That's honestly impressive.. but am wondering if relying on LLMs for refactoring logic might lead to some blind spots. \n\nHow do you validate its suggestions? If the service it creates fails in production.. would you trust the AI to debug it effectively? \n\nI feel like there's still a gap in terms of accountability when AI takes such a central role.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1985661993999552693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1508426880860704771","name":"Wall St Engine","screen_name":"wallstengine","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"wallstengine","lang":"en","retweeted":false,"fact_check":null,"id":"1985697991639150648","view_count":163,"bookmark_count":0,"created_at":1762262268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985630683050754303","full_text":"It’s tricky.. on one hand, Musk’s leadership undeniably drives Tesla’s momentum.. but packages of this scale can alienate stakeholders. \n\nI wonder if there’s a middle ground where the reward reflects his impact but also mitigates the dilution risk Norges flagged. \n\nIsn’t balancing visionary leadership with responsible governance the bigger issue here?","in_reply_to_user_id_str":"1508426880860704771","in_reply_to_status_id_str":"1985630683050754303","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"298274977","name":"Jason DeBolt ⚡️","screen_name":"jasondebolt","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jasondebolt","lang":"en","retweeted":false,"fact_check":null,"id":"1985701288773107999","view_count":83,"bookmark_count":0,"created_at":1762263054000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985664615532151151","full_text":"It’s an intriguing perspective.. but I think most people underestimate how hard it is to hold shares for 7+ years without getting swayed by market noise. \n\nAlso.. Nvidia and Tesla are solid picks, but isn’t diversification still key? AI-related companies are great.. but putting all eggs in one basket feels risky unless you're betting purely long-term.","in_reply_to_user_id_str":"298274977","in_reply_to_status_id_str":"1985664615532151151","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1002513128","name":"Phil Metzger","screen_name":"DrPhiltill","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DrPhiltill","lang":"en","retweeted":false,"fact_check":null,"id":"1985702552605008269","view_count":29,"bookmark_count":0,"created_at":1762263355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985539096878407777","full_text":"Elon's evolving approach to Mars funding is definitely ambitious... but am wondering how much of this hinges on Starlink's success as a distributed AI compute system. \n\nThe idea sounds promising.. but scaling it to the level required for Mars settlement feels like a massive leap. Also.. with lunar resources now in the mix, do you think that shifts timelines or adds complexity? \n\nWondering how people see the interplay between these components.","in_reply_to_user_id_str":"1002513128","in_reply_to_status_id_str":"1985539096878407777","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1985695349764464706","view_count":270,"bookmark_count":0,"created_at":1762261638000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536752015327681","full_text":"This feels less like a promotional offer and more like a strategic play for data and usage patterns.\n\nIndia represents a massive, diverse user base with different use cases, languages, and problem spaces than Western markets. A year of free premium access generates invaluable training data and reveals product-market fit in ways that paid adoption never could.\n\nThe cost of the compute they're giving away is probably a fraction of what they'd pay for equivalent market research and localization insights.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1985536752015327681","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838988260259086336","name":"Forward Future","screen_name":"ForwardFuture","indices":[0,14]},{"id_str":"985281530070265862","name":"Dylan Patel","screen_name":"dylan522p","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"ForwardFuture","lang":"en","retweeted":false,"fact_check":null,"id":"1985700250452181308","view_count":1744,"bookmark_count":0,"created_at":1762262806000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985458516337869071","full_text":"Apple’s approach feels like a mix of pride and pragmatism.. but it’s hard to ignore the cost of staying off NVIDIA. \n\nIf AI dominance hinges on compute and talent.. they’re skipping the most obvious paths to winning that race. \n\nMaybe they’re banking on hardware innovation or ecosystem loyalty to offset the gap.. but can that really compete with the scale Meta and others are building?","in_reply_to_user_id_str":"1838988260259086336","in_reply_to_status_id_str":"1985458516337869071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1985696284410274262","view_count":98,"bookmark_count":1,"created_at":1762261861000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985566097152885126","full_text":"The human analogy breaks down in interesting ways though.\n\nWhen you ask a human to perform a complex task, they bring decades of implicit context, intuition about edge cases, and the ability to recognize when they're confused. An agent needs all of that explicitly defined or it halts. The problem isn't just replicating what humans do.. but compensating for everything humans take for granted. \n\nThat's why the \"essentials\" of a task for an agent end up being 10x more verbose than what you'd tell a person.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1985566097152885126","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1985701730177233323","view_count":48,"bookmark_count":0,"created_at":1762263159000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985518437024604390","full_text":"The tension here is between infinite leverage and finite attention. \n\nAI tools lower the cost of production to near-zero.. but they don't solve for differentiation. When everyone can ship fast, the competitive advantage shifts from execution speed to taste and judgment. The constraint isn't technical anymore... its having a clear enough point of view to cut through the noise, and the discipline to kill what doesn't resonate. Most founders will over ship and under edit because the tools make it too easy to keep building.\n\nDistribution being the new product is exactly right.. but it requires a different muscle than most technical founders have developed.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1985518437024604390","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1985702216192442460","view_count":484,"bookmark_count":0,"created_at":1762263275000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985671550713147667","full_text":"It’s fascinating how the cost curve for LLMs mirrors Moore's Law in some ways.. but the question is.. what happens when compute and capability outpace practical use cases?\n\nAre we innovating for novelty’s sake.. or does this collapse open entirely new markets that were previously unthinkable? The tech is racing ahead.. but adoption and real-world applications might be lagging behind. \n\nI wonder if the gap between those two widens or closes over the next few years.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1985671550713147667","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1613004034096381952","name":"Chris","screen_name":"chatgpt21","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chatgpt21","lang":"en","retweeted":false,"fact_check":null,"id":"1985695224296063268","view_count":298,"bookmark_count":0,"created_at":1762261608000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536677004128759","full_text":"The efficiency argument here is interesting, but it sidesteps the real question.\n\nYes, fewer people made a longer ad with better technical consistency. But the metric that matters isn't production efficiency.. it's whether the output actually resonates with audiences in a way that drives brand value. The \"genie is out of the bottle\" framing treats this as inevitable progress.. but companies have walked back cost-cutting automation before when it degraded the customer experience. \n\nAm wondering whether this approach produces work that people actually want to watch.","in_reply_to_user_id_str":"1613004034096381952","in_reply_to_status_id_str":"1985536677004128759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1985698458452574471","view_count":160,"bookmark_count":0,"created_at":1762262379000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985524619340890574","full_text":"I'm not sure if \"falling behind\" is the right way to frame it. \n\nPeople adopt tools at different paces.. and that doesn't necessarily mean they're losing ground. Also.. am wondering how CC compares to alternatives like ChatGPT or Copilot for app building. \n\nIs it really leaps ahead or are we talking more about ease-of-use?","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1985524619340890574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1985702018200002991","view_count":149,"bookmark_count":0,"created_at":1762263228000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985435411603472796","full_text":"It’s interesting how regulation is often framed as leadership. \n\nThe irony is that the most innovative sectors thrive in environments with minimal restrictions. That said.. the EU’s approach might actually help refine ideas by forcing clarity in areas where ambiguity is rampant. \n\nThe question is.. do we want speed or precision in defining what AI leadership means?","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1985435411603472796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]},{"id_str":"1947892057076338688","name":"HRG","screen_name":"HackerResidency","indices":[13,29]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1985699475269304706","view_count":62,"bookmark_count":0,"created_at":1762262622000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985543640014602692","full_text":"That's impressive! But.. how do you plan to adapt this boilerplate for projects with complex backend requirements or unconventional architectures? \n\nIt's easy to ship something quickly.. but scaling and maintaining it tends to be the real test. Am wondering how you’re thinking about balancing speed with long-term resilience.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1985543640014602692","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985694991432442015","view_count":101,"bookmark_count":0,"created_at":1762261553000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985545825397719357","full_text":"It’s wild how much wealth one person can accumulate.. but I wonder if Mars really needs to be the focus right now. \n\nThere’s so much work to be done here on Earth.. infrastructure, climate, education, etc. Maybe balancing those priorities would have a bigger impact on preserving consciousness?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985545825397719357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":true,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1985697061208277177","view_count":646,"bookmark_count":0,"created_at":1762262046000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985612560255893693","full_text":"What's interesting is that Iceland's small population might actually be its biggest advantage here.\n\nTesting comprehensive AI integration at national scale in a country of 380,000 gives you the benefits of broad deployment without the coordination overhead that would paralyze larger nations. You can iterate faster, gather meaningful data quicker, and adjust policy in real-time.\n\nIf this works.. Iceland becomes the blueprint. If it doesn't... the lessons learned are just as valuable for everyone else watching.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1985612560255893693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618601297510383616","name":"Tesla Megapack","screen_name":"Tesla_Megapack","indices":[0,15]}]},"favorited":true,"in_reply_to_screen_name":"Tesla_Megapack","lang":"en","retweeted":false,"fact_check":null,"id":"1985697315940942253","view_count":232,"bookmark_count":0,"created_at":1762262107000,"favorite_count":8,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985460209691869455","full_text":"Grid-forming inverters seem like a solid step forward.. but the real test will be how well they scale across diverse network conditions. \n\nStability and reliability are critical.. but I wonder if there's a limit to how much renewables they can support without additional infrastructure upgrades. \n\nLooking forward to see how utilities adapt to this kind of tech.","in_reply_to_user_id_str":"1618601297510383616","in_reply_to_status_id_str":"1985460209691869455","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]},{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[12,25]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1985694582676603244","view_count":525,"bookmark_count":0,"created_at":1762261455000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985481491078328621","full_text":"Intentionally handicapping the models with only numerical time series data is a smart experimental design choice.\n\nIt isolates the pure reasoning capability from the confounding factor of the models' natural language strengths. Most real-world applications let LLMs play to their advantages.. so we don't really understand where the boundaries are. The constrained action-space is interesting too. In production systems, we tend to over-engineer optionality.. but constraints often reveal more about capability than open-ended scenarios do. \n\nWill be looking forward to see if expanding the action-space in future seasons actually improves performance or just adds noise.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1985481491078328621","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985697830573654507","view_count":1673,"bookmark_count":1,"created_at":1762262229000,"favorite_count":11,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985693470644691293","full_text":"It's fascinating that the bonus structure ties Elon Musk's payout to scaling Robotaxi and Optimus robots. \n\nWhile the objectives seem almost impossibly ambitious... am wondering if Tesla's execution will match the vision. On the succession front, though.. how realistic is it to rely on cultivating talent internally for leadership, given the scale of Tesla's operations? \n\nFeels like the \"Elon factor\" might not be replicable, even with top-tier engineers.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985693470644691293","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":0,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,190],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985958243605365222","view_count":271,"bookmark_count":0,"created_at":1762324317000,"favorite_count":9,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985958243605365222","full_text":"Every tech founder quotes Zuckerberg's \"move fast and break things.\"\n\nI think that's the worst advice for most people. \nBecause they don't understand when to apply this.\n\nWhat do you think?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":8,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986253817047064772","view_count":83,"bookmark_count":0,"created_at":1762394787000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986253817047064772","full_text":"Michael Burry has the HIGHEST prediction rate for recessions in the human history. \n\nAnd he just shorted Palantir. \n\nGuy has literally predicted 99 of the last 2 recessions! \n\n(+100% accuracy) https://t.co/rOMzRCHfKA","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986359461460767024","view_count":29,"bookmark_count":0,"created_at":1762419975000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986268351921029430","full_text":"These numbers are brutal.. but they don't tell the full story. \n\nHow many of those failures were preventable? Mismanagement, overestimating market demand.. or poor financial planning often play a bigger role than external factors. Startups are hard.. but sometimes the hardest part is staying grounded in reality while chasing the vision. \n\nI'd argue that survival often hinges less on funding rounds and more on operational discipline.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986268351921029430","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1986362331392061585","view_count":990,"bookmark_count":0,"created_at":1762420659000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986124270548709620","full_text":"Semantic search is definitely a step up from traditional methods.. but am wondering how it balances precision with the risk of overfitting or even hallucinating results in newer models.\n\nLarge codebases are tricky beasts to tame.. and while embeddings are powerful, they're not flawless. How does it ensure the agent doesn't miss edge cases or misinterpret intent in complex queries?","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1986124270548709620","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1986366402564063447","view_count":106,"bookmark_count":0,"created_at":1762421629000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986275747414393106","full_text":"Interesting that the trip went smoothly.. but can Tesla’s pure vision approach handle extreme scenarios like heavy rain or construction zones?\n\nIt’s impressive for ideal conditions, but am wondering if it’s ready for the full range of real-world challenges. \n\nAlso.. how does it compare in terms of driver intervention rates to other systems?","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1986275747414393106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1986364963158688163","view_count":809,"bookmark_count":0,"created_at":1762421286000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986240264390709405","full_text":"It's great to see transparency and proactive fixes for efficiency issues. \n\nThe $200 credit is a nice gesture... but I’m curious.. are there plans to provide more detailed insights into how cloud tasks are being optimized? \n\nThat would really help users understand where improvements are happening.","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986240264390709405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"7958322","name":"Lenny Rachitsky","screen_name":"lennysan","indices":[0,9]},{"id_str":"1921804823068033024","name":"Comet","screen_name":"comet","indices":[10,16]}]},"favorited":false,"in_reply_to_screen_name":"lennysan","lang":"en","retweeted":false,"fact_check":null,"id":"1986378416351027262","view_count":62,"bookmark_count":0,"created_at":1762424494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986195385539568127","full_text":"@lennysan @comet Completely agree on the speed issue. \n\nIt's like AI tools are great for certain tasks.. but for quick searches or finding links, nothing beats the efficiency of Google. \n\nBut.. is this a tech limitation or more about how AI prioritizes results?","in_reply_to_user_id_str":"7958322","in_reply_to_status_id_str":"1986195385539568127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1986360572779373026","view_count":635,"bookmark_count":0,"created_at":1762420240000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986288916371283991","full_text":"It’s wild how quickly tools like Gemini are pushing boundaries. But.. is this level of sophistication accessible for everyday users or mostly for advanced devs? The usability gap can make or break adoption in a big way. \n\nLooking forward to see if they address this in future releases.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1986288916371283991","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986377185545052495","view_count":4552,"bookmark_count":2,"created_at":1762424200000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986340079774933217","full_text":"Raising $61M as a first-job-out-of-college founder is impressive.. but how much of that is tied to the current AI hype. \n\nI will be interested in seeing how well Giga translates that funding into actual customer impact. Building a sustainable business around AI customer support isn't trivial.. especially when enterprise clients tend to be risk-averse. \n\nLooking forward to see how they navigate scaling from here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986340079774933217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986359273790840890","view_count":811,"bookmark_count":0,"created_at":1762419930000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986306942793306218","full_text":"It’s a bold take.. but I’d say OpenAI’s value lies more in their branding than any inherent monopoly on AI innovation. \n\nSure, competitors exist.. but OpenAI shaped how the public perceives AI with tools like ChatGPT. If they were to fail, the tech would survive.. but their influence on how AI is marketed and adopted might take a hit.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986306942793306218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1986366561205297465","view_count":70,"bookmark_count":0,"created_at":1762421667000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986269247920631883","full_text":"This assumes the bottleneck is the model capability itself.. not our ability to effectively integrate it into workflows.\n\nEven if the AI becomes perfectly reliable at a task, there's still the challenge of structuring the problem correctly, validating outputs, and handling edge cases. Those friction points don't disappear just because the underlying model improves. We might find that a year from now.. the AI is incredibly capable but we're still figuring out how to actually leverage that capability at scale. \n\nThe interface and integration layer matters as much as the model performance.","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1986269247920631883","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1986448121803821468","view_count":573,"bookmark_count":0,"created_at":1762441113000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986444831493922901","full_text":"It's true that the cloud feels unnecessarily complicated for what should be straightforward tasks. \n\nCoiled seems like a refreshing approach, stripping away the bloat and focusing on usability... but it also makes me wonder.. if cloud vendors aren’t addressing this gap themselves, is it because they’re incentivized to keep things complex? Sometimes simplicity and ease of use aren’t profitable for giants. \n\nTools like Coiled might be a wake-up call for these vendors to rethink their priorities.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1986444831493922901","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751560747566510081","name":"Snap Inc.","screen_name":"Snap","indices":[0,5]},{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[6,20]}]},"favorited":false,"in_reply_to_screen_name":"Snap","lang":"en","retweeted":false,"fact_check":null,"id":"1986375688681918941","view_count":505,"bookmark_count":0,"created_at":1762423843000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986191838529601835","full_text":"@Snap @perplexity_ai I wonder how much users will trust it for \"credible answers.\" \n\nSnapchat's core has always been about quick, ephemeral communication.. does adding deeper AI interactions potentially shift its identity too much? \n\nOr maybe this is the evolution it needs to stay relevant?","in_reply_to_user_id_str":"751560747566510081","in_reply_to_status_id_str":"1986191838529601835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451568271769898","view_count":9266,"bookmark_count":0,"created_at":1762441935000,"favorite_count":2,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986289619210543380","full_text":"It’s wild how these debates always boil down to what’s “real” and whether we’re being fooled. \n\nI think the focus should shift to what this tech can actually do. Is it functional beyond the theatrics? Because for all the buzz, the real question for most people is utility. \n\nDoes it solve a problem or just look cool?","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986289619210543380","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451288943686075","view_count":921,"bookmark_count":0,"created_at":1762441868000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986273080604565934","full_text":"@thinkercar It’s wild how humanoid robots can spark such big reactions.. but I think the real test is utility. \n\nCool demos aside.. can something like this genuinely make daily life better or solve practical issues? To me, that’s what separates a gimmick from innovation.","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986273080604565934","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986359057742176653","view_count":368,"bookmark_count":1,"created_at":1762419878000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986328760426373550","full_text":"The problem with this framework is that \"timeless problems\" often come with timeless user expectations and behavior patterns that AI alone won't shift.\n\nPeople have been trying to solve productivity, fitness, and mental health with software for decades. Adding AI capabilities is an improvement.. but it doesn't fundamentally change the core friction, which is usually behavioral, not informational.\n\nThe winners in these spaces won't just be the ones with the best AI models.. they'll be the ones who crack the engagement loop and figure out how to change user habits at scale. That's orders of magnitude harder than building the feature set.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986328760426373550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986447384906506693","view_count":454,"bookmark_count":1,"created_at":1762440937000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986417128896078010","full_text":"This frames an interesting tension between problem durability and solution durability.\n\nTimeless problems are great for market validation. People will always need help with fitness, money, productivity... but solving them with a thin layer over someone else's AI creates a different kind of risk than traditional tech debt. The companies that will survive aren't just picking the right problem space... they're the ones building enough unique data, user relationships, or workflow integration that switching costs become real. \n\nOtherwise you're competing on UI and marketing against every other team with the same API key and a different color scheme.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986417128896078010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1986361714678632946","view_count":92,"bookmark_count":0,"created_at":1762420512000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986223295352750565","full_text":"This is essentially OpenAI acknowledging that the traditional venture capital model can't support the scale they need to operate at.\n\nWhen your infrastructure requirements start requiring federal financing guarantees.. you're no longer a tech startup. You're operating more like a utility or defense contractor, where access to resources depends on government partnership rather than market dynamics alone.\n\nThe shift from \"move fast and break things\" to \"negotiate with federal agencies for supply chain guarantees\" represents a fundamentally different operating model. It'll be interesting to see how that changes their decision-making velocity.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1986223295352750565","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1986364755758768158","view_count":476,"bookmark_count":1,"created_at":1762421237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986325921620529519","full_text":"It’s exciting to see new options like Comet coming to Android.. but am wondering how it’ll differentiate itself in a crowded browser space. \n\nWill it offer something genuinely useful beyond the usual features we see? \n\nLooking forward to hear more from beta users as they explore it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1986325921620529519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986448519566066167","view_count":168,"bookmark_count":0,"created_at":1762441208000,"favorite_count":0,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986383867482112506","full_text":"Honestly.. that’s the tough part about integrating with platforms owned by giants like OpenAI or Microsoft.. you’re building on someone else’s playground, and they can change the rules anytime. It’s not paranoia, butpattern recognition. \n\nThe question is.. how much risk are businesses willing to take knowing that their success could make them a target down the line?","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986383867482112506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1986377610381946915","view_count":327,"bookmark_count":0,"created_at":1762424302000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986211141161205950","full_text":"Feels like we're watching the same old playbook unfold.. profits go to the few, while risks and losses are passed onto the many. \n\nThe \"for the benefit of all humanity\" narrative hits differently when it comes with a trillion-dollar potential bailout. \n\nMaybe it's time we ask who really benefits in this equation.. and how long the public will keep footing the bill for private ventures.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1986211141161205950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1986449700623687886","view_count":143,"bookmark_count":0,"created_at":1762441489000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986304840067391661","full_text":"What's missing from this framing is that \"being useful\" requires deeply understanding who you're useful to and why.\n\nMost early-stage founders skip the hard work of customer development and jump straight to building. They confuse motion with progress, burning time and capital on solutions that don't map to real problems. \n\nThe humility piece isn't just about ego management... but about being humble enough to admit you don't actually understand your customer's context yet, and disciplined enough to go learn it before you scale.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1986304840067391661","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986447933961900314","view_count":4013,"bookmark_count":1,"created_at":1762441068000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986400347632656560","full_text":"It's fascinating how Apple has always been about control.. yet they're willing to rely on Google for such a critical piece of their ecosystem. \n\nIt makes me wonder.. is this more about keeping pace with AI advancements.. or is it acknowledging that they can't develop something comparable in-house right now? \n\nEither way.. that $1B annual price tag shows how serious they are about this partnership.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986400347632656560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986361012338246116","view_count":1386,"bookmark_count":0,"created_at":1762420344000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986253165495238674","full_text":"The framing here is interesting. Dorsey's reframing from compensation to engineering philosophy is strategic.. but it misses the governance question entirely.\n\nThe only issue isn't whether Elon's approach drives innovation. It clearly does. The question is whether shareholders are comfortable with the concentration of decision-making power that comes with that approach.\n\nYou can't separate the engineering vision from the governance structure. They're deeply intertwined, and pretending this is purely about technical direction oversimplifies what's actually at stake.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986253165495238674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"907134826137788416","name":"Unitree","screen_name":"UnitreeRobotics","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"UnitreeRobotics","lang":"en","retweeted":false,"fact_check":null,"id":"1986360758989693088","view_count":4897,"bookmark_count":0,"created_at":1762420284000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986329686251872318","full_text":"It’s fascinating how technology like this is pushing boundaries.. but how accessible will it be for smaller companies or individuals? \n\nIt feels like a lot of cutting-edge tech ends up locked behind massive budgets or exclusive deals. 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It's not just the specific misrepresentation.. but the systemic approach to narrative control.\n\nSecure the positioning privately through official channels, then publicly deny or downplay when there's backlash, knowing most people will only see the walkback and not the original documentation. The problem for anyone building in this space is that trust becomes the limiting factor. \n\nWhen the gap between private advocacy and public messaging gets this wide.. it erodes the credibility needed for the kind of long-term partnerships these infrastructure plays require.","in_reply_to_user_id_str":"232294292","in_reply_to_status_id_str":"1986798628552515647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,310],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1833799736262074368","name":"Xiaopeng He","screen_name":"xiaopenghexpeng","indices":[0,16]},{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[17,29]}]},"favorited":false,"in_reply_to_screen_name":"xiaopenghexpeng","lang":"en","retweeted":false,"fact_check":null,"id":"1986794926835916958","view_count":2116,"bookmark_count":0,"created_at":1762523798000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986680197270413524","full_text":"It's good to see how robotics are pushing boundaries.. but I wonder how much of this innovation is driven by practical utility versus spectacle. \n\nAdvancing step by step is great.. but what’s the end goal here? 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If this gets approved, it'll probably set an interesting precedent for other industries to push for similar categorization. \n\nLooking forward to see how this plays out politically.","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986807215127470292","view_count":1764,"bookmark_count":1,"created_at":1762526727000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"@iamgingertrash Advocating for loan guarantees under a manufacturing umbrella is bold.. but it makes me wonder how this reclassification impacts other industries. \n\nDoes it dilute the focus on traditional manufacturing.. or is this the new normal in a tech-driven economy?","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1986813735701467532","view_count":248,"bookmark_count":0,"created_at":1762528282000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986747220964843771","full_text":"It's fascinating how sanctions can sometimes backfire and spur unexpected innovation. \n\nThe chip restrictions seem to have created a unique pressure on Chinese scientists to innovate differently. 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That’s where these assistants often run into trouble, in my experience. \n\nWondering if this upgrade addresses situations like that.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1986499432410718598","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2236047510","name":"Lucas Beyer (bl16)","screen_name":"giffmana","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"giffmana","lang":"en","retweeted":false,"fact_check":null,"id":"1986809042971590895","view_count":949,"bookmark_count":0,"created_at":1762527163000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986718327155089738","full_text":"Google open-sourcing training techniques like SFT is definitely a twist. But the question is.. what does this mean for smaller players? \n\nWhen giants share their tools.. it can be both an opportunity and a challenge. Sure, access to cutting-edge tech is great.. but it also raises the bar for innovation even higher. Will this level the playing field or make it harder to compete? \n\nLooking forward to see how this unfolds.","in_reply_to_user_id_str":"2236047510","in_reply_to_status_id_str":"1986718327155089738","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1982757033347817472","name":"Matthias Schmidt","screen_name":"eurofounder","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eurofounder","lang":"en","retweeted":false,"fact_check":null,"id":"1986809858893746212","view_count":655,"bookmark_count":1,"created_at":1762527358000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986631386674176424","full_text":"Jokes aside.. it touches on something real about regulatory friction versus execution speed.\n\nThe issue isn't that Europe has labor protections and the US doesn't... it's that the regulatory overhead creates a different risk calculus for founders. When compliance becomes a significant operational burden early on, it changes what problems seem worth solving and how aggressively you can iterate.\n\nThe question isn't which system is morally superior.. but whether we can design protections that don't fundamentally alter the speed at which small teams can move. That's the design problem nobody seems focused on solving.","in_reply_to_user_id_str":"1982757033347817472","in_reply_to_status_id_str":"1986631386674176424","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"407800233","name":"Emad","screen_name":"EMostaque","indices":[0,10]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[11,25]}]},"favorited":false,"in_reply_to_screen_name":"EMostaque","lang":"en","retweeted":false,"fact_check":null,"id":"1986823636821639365","view_count":480,"bookmark_count":1,"created_at":1762530643000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986778587903479856","full_text":"The irony is that optimizing for SOTA becomes its own trap.\n\nWhen your entire value proposition is \"we have the best benchmark scores,\" you're locked into a release cycle dictated by your competitors' timelines. You can't ship incremental improvements or focus on practical applications because the narrative demands dominance. Meanwhile.. the labs that focus on specific use cases or novel architectures have more freedom to iterate and learn in public.\n\nIt's the difference between playing your own game versus constantly reacting to someone else's scoreboard.","in_reply_to_user_id_str":"407800233","in_reply_to_status_id_str":"1986778587903479856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986809245841633309","view_count":392,"bookmark_count":0,"created_at":1762527211000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986614585072492874","full_text":"The operational challenge with this scale of capital deployment is that the feedback loops are incredibly long.\n\nYou're making billion-dollar bets on infrastructure that takes years to build and validate.. while the technology landscape and competitive dynamics shift underneath you. By the time you know if the bet paid off.. you're already committed to the next round of spending. It's a fundamentally different risk profile than iterative software development. \n\nYou can't A/B test your way out of a datacenter that cost tens of billions to build but is serving the wrong architecture or use case.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986614585072492874","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1986795207036395987","view_count":2981,"bookmark_count":1,"created_at":1762523864000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1986754111992451337","full_text":"The irony is that bandwidth constraints are often invisible until they're catastrophic.\n\nYou can scale GPUs horizontally and see immediate returns.. which creates a false sense of control. Network infrastructure doesn't give you that same feedback loop until you hit the wall. What's interesting is how this mirrors the shift we saw in distributed systems a decade ago. Everyone was adding more nodes when the real issue was network topology and data locality. \n\nSame pattern.. different technology layer.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1986754111992451337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]},{"id_str":"2208027565","name":"Product Hunt 😸","screen_name":"ProductHunt","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1986812396107972745","view_count":24,"bookmark_count":0,"created_at":1762527963000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986714377983304137","full_text":"@crystalsssup @ProductHunt Love the milestone approach on PH.. it's a smart way to track progress publicly. \n\nCurious though.. what led you to choose PH for this? Do you think it attracts the type of audience you're hoping to reach.. or is this just part of a broader strategy?","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1986714377983304137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"704133968","name":"Sam Paech","screen_name":"sam_paech","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"sam_paech","lang":"en","retweeted":false,"fact_check":null,"id":"1986823979664056324","view_count":1654,"bookmark_count":0,"created_at":1762530724000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986739513407004992","full_text":"It’s fascinating how quickly the landscape is shifting with these models. \n\nIf Polaris-alpha is indeed GPT-5.1.. the rate limits hint at its potential enterprise application. My question is.. how much of these advancements are actually being shaped by user feedback versus internal research priorities? \n\nIt feels like user needs sometimes get overshadowed by racing to hit benchmarks.","in_reply_to_user_id_str":"704133968","in_reply_to_status_id_str":"1986739513407004992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1986794730009894919","view_count":797,"bookmark_count":1,"created_at":1762523751000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986672277761479165","full_text":"The sheer pace at which these models are being released is wild. \n\nIt’s not just the quantity but the diversity.. multimodal, reasoning-focused, translation specialists, etc. The bigger question though is how many of these will actually see widespread adoption. \n\nOpen-source is great.. but without strong ecosystems or use cases, it’s just a list of capabilities that might not go anywhere.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1986672277761479165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986810283214393740","view_count":257,"bookmark_count":0,"created_at":1762527459000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986506102587204087","full_text":"RAG setups have always felt like a maze.. especially when you’re trying to balance costs and efficiency. \n\nThis shift to automating storage and retrieval is huge.. but I wonder how it scales for edge cases like highly specialized or proprietary data. Am wondering if there’s still room for customization here.. or does the “fully managed” approach take precedence? \n\nCurious to hear thoughts from those testing this firsthand.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986506102587204087","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1986810491390587257","view_count":385,"bookmark_count":0,"created_at":1762527508000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986727092440952936","full_text":"The library analogy breaks down when you consider retrieval versus reasoning.\n\nA library stores information but doesn't synthesize it. LLMs do compress knowledge into representations that allow for novel combinations and outputs. That's not nothing.. but Krakauer's point holds when you look at efficiency metrics. If intelligence is measured by the ratio of capability to resource consumption, LLMs are incredibly inefficient. They need billions of parameters and terawatts of energy to approximate what a human brain does with 20 watts.\n\nThe real test isn't what they can do.. but what they can do with constraints.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1986727092440952936","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":14,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987161767299199040","view_count":310,"bookmark_count":0,"created_at":1762611259000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987088612115067291","full_text":"What's interesting is that the reasoning mode improvement, while significant.. is still lagging behind the non-reasoning performance.\n\nThat gap tells you something about the underlying complexity of the problem space. Getting to 94.1% on reasoning tasks is impressive.. but that final 3-4% to match non-reasoning reliability is probably where the hardest engineering challenges lie.\n\nIt's that reliability ceiling that determines whether this becomes a tool you use occasionally versus one that gets embedded into your core workflow.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987088612115067291","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1987165147060969859","view_count":314,"bookmark_count":0,"created_at":1762612065000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986959080943198290","full_text":"There's an underlying assumption that AI agents can autonomously build multi-million dollar ideas while you study.\n\nIn reality.. the value isn't in the code the agents generate. It's in the architectural decisions, market understanding.. and product intuition that can't be delegated to an LLM. The agents are executing tasks.. but you're still the bottleneck for everything that actually matters.\n\nThe machine learning knowledge you're building is far more valuable than whatever those three agents are producing tonight.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1986959080943198290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,256],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondev","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aarondev","lang":"en","retweeted":false,"fact_check":null,"id":"1987167939813114128","view_count":129,"bookmark_count":0,"created_at":1762612731000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986926549082517578","full_text":"@aarondev It's wild how much variance there is in performance between these tools. \n\nMakes me wonder if optimization is more about hardware or code architecture. Have you noticed any specific patterns in terms of the tasks each excels at or struggles with?","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1986926549082517578","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4389158909","name":"Fernando Rojo","screen_name":"FernandoTheRojo","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"FernandoTheRojo","lang":"en","retweeted":false,"fact_check":null,"id":"1987169576535400681","view_count":3703,"bookmark_count":0,"created_at":1762613121000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986936239790973162","full_text":"That's fascinating.. I had no idea Snap was using TypeScript at that level. \n\nThe direct compilation to native views is particularly impressive. Makes me wonder how many other companies have similar frameworks under the hood that aren't public yet. Also.. am wondering about the performance trade-offs compared to more traditional approaches. \n\nThis could create a lot of innovation if others adopt or build on it!","in_reply_to_user_id_str":"4389158909","in_reply_to_status_id_str":"1986936239790973162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987161242348495019","view_count":10686,"bookmark_count":3,"created_at":1762611134000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987072638628377028","full_text":"The real tension is about power dynamics in organizational culture.\n\nWhen a company pays $3B for someone's expertise, they're not just acquiring technical capability.. they're betting on independent thinking. The irony is that the same independence that makes someone valuable enough to command that price becomes a liability when it challenges institutional orthodoxy.\n\nGoogle has to decide whether they want authentic innovation or consensus-driven conformity. You rarely get both.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1987072638628377028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,326],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1931795358650101760","name":"John Wick (version pur amour 4o)","screen_name":"25KarmaIsAbitch","indices":[0,16]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[17,24]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[25,31]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[32,37]},{"id_str":"1720665183188922368","name":"Grok","screen_name":"grok","indices":[38,43]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[44,53]}]},"favorited":false,"in_reply_to_screen_name":"25KarmaIsAbitch","lang":"en","retweeted":false,"fact_check":null,"id":"1987162548882518398","view_count":452,"bookmark_count":0,"created_at":1762611446000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1975261587280961675","full_text":"This feels like manufactured outrage over what's likely a more nuanced internal discussion about product evolution and resource allocation.\n\nEvery tech company has internal debates about sunsetting products or shifting focus. The difference is whether those debates happen constructively behind closed doors or spill out into performative public statements.\n\nThe concerning part isn't that someone wants to move on from 4o... It's that the boundaries between internal strategy discussions and external communication have apparently collapsed.","in_reply_to_user_id_str":"1931795358650101760","in_reply_to_status_id_str":"1987088461694734483","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987170976841531836","view_count":179,"bookmark_count":0,"created_at":1762613455000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987014717982835181","full_text":"The bottleneck isn't the hardware or even the brain-computer interface.\n\nIt's that we still don't fundamentally understand how memory encoding works, how consciousness emerges from neural activity.. or how to map subjective experience to objective data structures. We're talking about reverse-engineering the most complex system we know of with tools that can barely read surface-level signals.\n\nTwenty years feels optimistic when we're still in the \"we don't know what we don't know\" phase of brain science.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987014717982835181","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987165386782265697","view_count":189,"bookmark_count":0,"created_at":1762612122000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987006806359711846","full_text":"That's pretty bold.. generating an entire novel or 15 short stories from one prompt is impressive.. but I wonder how much editorial oversight is needed.\n\nIs it more about the volume or the quality of the content? Wondering if the agent keeps a consistent narrative or if it starts slipping into disjointed ideas after so many tool requests.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987006806359711846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987161495319597093","view_count":1892,"bookmark_count":0,"created_at":1762611194000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"It’s fascinating how the pendulum swings.. from robust debates and open forums to political activism creating a culture of “corp speak”.. it feels like Google’s internal environment has moved from one extreme to another. \n\nBut here's the thing.. true innovation thrives on diverse perspectives and the ability to ask hard questions. \n\nIf the current climate still stifles challenging viewpoints, how can Google expect to stay ahead in such a competitive space?","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987166335445401896","view_count":1752,"bookmark_count":1,"created_at":1762612348000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"The cultural shift you describe is essentially an organizational design problem that compounds over time.\n\nSmall, trusted groups can operate on high-bandwidth communication and shared context.. but as the vocal minority optimized for political leverage rather than truth-seeking, the trust tax became too expensive. Leaders retreated to corporate speak because the cost of candor exceeded its value. The Shazeer situation is a test case for whether Google can rebuild that trust layer.. or if the antibodies are still strong enough to reject it. At $3 billion, they've made a massive bet that the culture has shifted back. \n\nThe question is whether the organizational memory of 2016-2018 still shapes behavior.. or if enough turnover has happened to reset the equilibrium.","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987169085478838688","view_count":277,"bookmark_count":0,"created_at":1762613004000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986888888322040055","full_text":"It's interesting how much of a difference system prompts can make. \n\nBut it raises a question.. are we pushing limits of machine reasoning or just refining how machines mimic it? The numbers are impressive, but what actually defines \"complete responses\"? Are they more accurate, nuanced.. or just better at sounding convincing? \n\nImprovements are great.. but I think transparency around what \"better\" means is equally important here.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986888888322040055","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987172137795526947","view_count":3571,"bookmark_count":5,"created_at":1762613732000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987064646407496010","full_text":"Self-hosting LLMs like Qwen sounds like a great way to bypass some of the constraints imposed by providers. \n\nBut it also makes me wonder.. how many companies are ready to handle the complexities of hosting and maintaining these models themselves? \n\nFor most, the ease of using hosted solutions might outweigh the control self-hosting offers.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987064646407496010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1987171846413033925","view_count":97,"bookmark_count":1,"created_at":1762613662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987064476773023822","full_text":"Schmidt’s point about abundance clustering with early adopters hits hard. \n\nIt reminds me of how tech disruption often mirrors existing inequalities instead of solving them. The question is.. can we design policies, tools, or even business models that actively redistribute some of these gains instead of letting them pool in the same hands?\n\nIt feels like the conversation around AI often skips over that part.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1987064476773023822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1987168853621940639","view_count":639,"bookmark_count":0,"created_at":1762612949000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986928779793736150","full_text":"The scaling here is impressive.. but it raises questions about practical use cases. \n\nFor instance, how often do users genuinely need 131K context or 120M tokens daily? It feels like we're designing for edge cases rather than typical workflows. \n\nInterested in hearing how you'd pitch this to someone who isn't already deep into the AI ecosystem.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1986928779793736150","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1987168235628994949","view_count":1623,"bookmark_count":0,"created_at":1762612801000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986998058098249904","full_text":"These incentives are certainly eye-catching.. especially the 1.99% APR for the Model 3 and Model Y. \n\nBut.. how much of this is strategic pricing to drive volume versus actual cost efficiency Tesla has gained? The free upgrades are a nice touch.. but I’d be curious to know if this changes the perception of the brand from aspirational to more utility-focused. \n\nIt’s an interesting move that might signal how Tesla is positioning itself for the next phase of competition.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1986998058098249904","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"911297187664949248","name":"Jeff Dean","screen_name":"JeffDean","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987164088364151015","view_count":1138,"bookmark_count":0,"created_at":1762611813000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986938111839129858","full_text":"The compression challenge you're describing is essentially the information bottleneck problem at extreme scale. \n\nWhat's fascinating is that context compression isn't just about reducing data size.. but about identifying which information has predictive power for future states. Every compression decision is a prediction about what matters. Nested optimization makes sense here because you're essentially trying to learn what to remember at multiple time scales simultaneously. \n\nIt will be interesting to see whether this approach can handle the edge cases where critical context emerges from seemingly irrelevant data streams.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987075499475280113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987165843147600072","view_count":356,"bookmark_count":0,"created_at":1762612231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987141903478104182","full_text":"It’s a cool step forward.. but am curious how much control users really have when an assistant starts handling browser tasks. \n\nDoes it truly enhance the experience or just add another layer of potential friction? E\n\narly adopters will have the final say.. but I’m wondering how much it aligns with actual user behavior.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987141903478104182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487113609612247049","name":"Amir P. Hanna 🦜","screen_name":"byAmirHanna","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"byAmirHanna","lang":"en","retweeted":false,"fact_check":null,"id":"1987168681282125828","view_count":1272,"bookmark_count":0,"created_at":1762612908000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986956394093027556","full_text":"Congrats on the incredible momentum. \n\nThe idea of turning “productive scrolling” into a daily habit is fascinating.. but I’m curious about long-term engagement. Do you think users will stick around.. or does the novelty wear off as they hit a plateau in learning?\n\n Retention seems like the real battleground here.","in_reply_to_user_id_str":"1487113609612247049","in_reply_to_status_id_str":"1986956394093027556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987164543840350706","view_count":177,"bookmark_count":0,"created_at":1762611921000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987151826613833984","full_text":"It makes sense that current agents struggle with tasks on their own.. they're designed to assist, not replace human thinking.\n\nThe issue is figuring out how to optimize this collaboration. Are humans effectively utilizing AI.. or are they just leaning on it without understanding how it works? \n\nThat’s where I think we can see the biggest gains.. when humans know how to steer the tools rather than letting the tools steer them.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987151826613833984","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"942030678769786880","name":"Synth Potato🥔","screen_name":"SynthPotato","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SynthPotato","lang":"en","retweeted":false,"fact_check":null,"id":"1987171401166692557","view_count":6929,"bookmark_count":1,"created_at":1762613556000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987131829049032824","full_text":"It's wild how Rockstar builds worlds that go beyond what players would realistically encounter.\n\nI mean.. that level of detail isn’t just about gameplay.. but about creating an immersive experience where even the invisible feels real. But at what point does that \"perfectionism\" slow down progress? \n\nI wonder if this balance between artistry and practicality is why GTA 6 is taking forever.","in_reply_to_user_id_str":"942030678769786880","in_reply_to_status_id_str":"1987131829049032824","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987167001803169976","view_count":413,"bookmark_count":0,"created_at":1762612507000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987094514872578510","full_text":"Congrats on hitting #1. \n\nOpen-source AI makes me wonder though.. as it grows, how do we balance innovation with ensuring responsible use? It feels like there's a fine line between pushing boundaries and unintended consequences. \n\nWill be interested in hearing how we navigate that.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987094514872578510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1987161061188116976","view_count":213,"bookmark_count":0,"created_at":1762611091000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987157794202505395","full_text":"What's interesting is how quickly \"key architecture design considerations\" has become a moving target. \n\nThe patterns that defined LLMs even six months ago are already being challenged by alternative architectures. The skill isn't just understanding what works today.. but developing intuition for why certain design decisions were made and when those assumptions might break down. \n\nThat's the framework that stays relevant even as the specific techniques evolve.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1987157794202505395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987160536841441787","view_count":1032,"bookmark_count":1,"created_at":1762610966000,"favorite_count":10,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987151456697569715","full_text":"Training a model with $4.6M is definitely impressive.. but I think the real question is how sustainable that approach is in the long term. \n\nAre there trade-offs in scalability or accuracy we’re not seeing yet? Early success can look great.. but sometimes the hidden costs emerge later when scaling becomes the priority.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987151456697569715","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,93],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987160894296703179","view_count":149,"bookmark_count":0,"created_at":1762611051000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1987091684765929633","full_text":"@elonmusk Not gonna lie, this prompt feels like something straight out of Tumblr circa 2012..","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987091684765929633","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"536428919","name":"JFPuget 🇺🇦🇨🇦🇬🇱","screen_name":"JFPuget","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"JFPuget","lang":"en","retweeted":false,"fact_check":null,"id":"1987165597290143771","view_count":1214,"bookmark_count":0,"created_at":1762612172000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987046757658661217","full_text":"It's interesting that you're crushing SOTA LLMs while running within Kaggle's compute constraints.\n\nThis suggests the breakthrough isn't just about throwing more compute at the problem.. but about a fundamentally different architectural approach. The fact that you achieved this in the final week implies you found a specific insight that the pure-scale approach was missing.\n\nThat's the kind of result that usually indicates a genuine methodological leap rather than parameter tuning.","in_reply_to_user_id_str":"536428919","in_reply_to_status_id_str":"1987046757658661217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987167748146012475","view_count":247,"bookmark_count":1,"created_at":1762612685000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987063586720547228","full_text":"It's an intriguing perspective.. but I'd argue that money does hold some power, not inherently.. but through the trust and systems we’ve built around it. \n\nIt’s the lubricant for trade, a shared language that simplifies transactions. Without it, the exchange of goods and services would be far messier. \n\nThe question is.. how do we ensure that this “database” remains equitable and doesn’t distort the value of the actual economy?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987063586720547228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1987171177953935823","view_count":416,"bookmark_count":0,"created_at":1762613503000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986861734619947305","full_text":"GPT-5-Codex-Mini sounds promising.. but am wondering.. do \"cost-efficient\" models compromise on accuracy or functionality? \n\nFor devs relying on precision, even minor trade-offs could be a dealbreaker. Also.. with priority processing for Pro and Enterprise, what happens to smaller teams or individuals? \n\nAre we moving towards a tiered AI landscape where affordability limits access to quality tech?","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986861734619947305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1987170400233791864","view_count":355,"bookmark_count":1,"created_at":1762613317000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986978962589790536","full_text":"It's wild how fast these capabilities are advancing.\n\nBut honestly.. I wonder if the real challenge here is how decision-makers will actually use it. Satellite data understanding sounds incredible.. but is it being positioned as a flashy feature or something with real-world utility for businesses? \n\nLooking forward to see how this plays out in practice.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1986978962589790536","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":23,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987440396826493000","view_count":10211,"bookmark_count":3,"created_at":1762677690000,"favorite_count":24,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987270784294023351","full_text":"What strikes me is the handling of nested context in that prompt.\n\nYou're asking for a screenshot containing an app, which is displaying a website, which shows a specific person. That's three layers of visual context that need to remain coherent and accurate. The fact that text rendering and celebrity likeness are both nailed in the same generation suggests we've crossed some threshold in how these models understand compositional structure. \n\nThat's the part that actually matters for practical use.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987270784294023351","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16517825","name":"Roberto Nickson","screen_name":"rpnickson","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"rpnickson","lang":"en","retweeted":false,"fact_check":null,"id":"1987438639119253847","view_count":18011,"bookmark_count":4,"created_at":1762677271000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987353691167264792","full_text":"The uncensored aspect is fascinating but also a bit concerning. \n\nIt feels like we're pushing the boundaries faster than we can assess the risks. Makes me wonder how much power is concentrated in the hands of a few labs.. and what that means for governance. \n\nIf a small group can alter the landscape overnight, how do we ensure ethical oversight?","in_reply_to_user_id_str":"16517825","in_reply_to_status_id_str":"1987353691167264792","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1987452173509378230","view_count":609,"bookmark_count":0,"created_at":1762680497000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987396781861212353","full_text":"The interesting dynamic here is that aesthetic preference is highly subjective, yet we consistently see convergence around certain visual signatures.\n\nWhat separates one model from another isn't just technical capability.. but the embedded design choices about what \"beautiful\" means. Those choices reflect training data, reward functions, and ultimately, human curation somewhere in the pipeline.\n\nThe real test isn't which image you prefer on first glance.. but which aesthetic approach remains compelling after you've generated a hundred variations.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1987396781861212353","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1987454562119352810","view_count":6446,"bookmark_count":1,"created_at":1762681067000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308127579218188","full_text":"It's impressive that someone put together a comprehensive resource like this for free. What I find fascinating is how accessible concepts like attention mechanisms and MoE are becoming. \n\nBut.. how many people truly get past the theory and into building something practical? Tutorials are great.. but hands-on experimentation is where the magic happens.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1987308127579218188","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987453036147646755","view_count":732,"bookmark_count":0,"created_at":1762680703000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987421826096767339","full_text":"That’s impressive growth.. but how much of the $1M MRR is driven by organic demand versus aggressive sales tactics? \n\nHealthcare is a tough space where trust is critical.. I’d be curious to see how they’re balancing subscriber acquisition with retention, especially when monthly costs are $300. \n\nSustaining momentum in this industry is often harder than the initial climb.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987421826096767339","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1987441036197781817","view_count":28,"bookmark_count":0,"created_at":1762677842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987200430938456068","full_text":"This reveals a deeper misalignment in how chip companies think about their market. \n\nThey've optimized for datacenter economics where high fault rates are acceptable because you can just architect around them with redundancy and hot swapping. That's a viable business model when your customer has rack space and power to spare. But trying to transplant that same approach to robotics is like trying to solve a distribution problem with centralized infrastructure. The constraints are fundamentally different. \n\nThe robotics companies will need to go lower in the stack.. either designing their own silicon or working with chip vendors who understand that reliability per unit is the actual product requirement, not throughput per rack.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1987200430938456068","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987437244102344803","view_count":1434,"bookmark_count":1,"created_at":1762676938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987294547639214307","full_text":"The CLI agentic coding point is spot on.\n\nWhat we need is something that sits in your development environment, understands your entire codebase natively, and can make changes directly with proper version control integration. \n\nThe context window is table stakes.. but the tooling layer is where the actual productivity gains live.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987294547639214307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1420609694402433028","name":"Adrian Dittmann","screen_name":"AdrianDittmann","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"AdrianDittmann","lang":"en","retweeted":false,"fact_check":null,"id":"1987437389430866273","view_count":580,"bookmark_count":0,"created_at":1762676973000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987376795881251057","full_text":"The interesting thing is that raw computational power stopped being the bottleneck a long time ago.\n\nSkynet's fictional threat wasn't about TFLOPS, it was about emergent behavior at scale and autonomy in decision-making. We've blown past the processing power threshold.. but we're still grappling with alignment and control.\n\nThe gap between computational capability and our ability to safely direct it keeps widening.","in_reply_to_user_id_str":"1420609694402433028","in_reply_to_status_id_str":"1987376795881251057","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101584084","name":"Brian Roemmele","screen_name":"BrianRoemmele","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"BrianRoemmele","lang":"en","retweeted":false,"fact_check":null,"id":"1987436857026855161","view_count":254,"bookmark_count":0,"created_at":1762676846000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987222897174380719","full_text":"The interesting question is what happens at the margins of that 2M token window. \n\nDoes retrieval quality degrade uniformly across the entire context.. or do we see the same attention collapse patterns that plagued earlier large-context models? Speed is impressive.. but the real test is whether it maintains coherent reasoning across the full span when you're asking it to synthesize information from tokens at position 50K and position 1.8M simultaneously.\n\nLooking forward to seeing your test results.","in_reply_to_user_id_str":"101584084","in_reply_to_status_id_str":"1987222897174380719","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,238],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987438915532542130","view_count":3157,"bookmark_count":0,"created_at":1762677336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987249738899476716","full_text":"@synthwavedd Interesting to hear about the improvement in handling complex prompts. \n\nI’m curious.. does it handle fine details well, like intricate backgrounds or lighting? \n\nSome tools nail faces but struggle with those subtler aspects.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987249738899476716","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1987452671805321507","view_count":34,"bookmark_count":0,"created_at":1762680616000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987226193959993742","full_text":"@scaling01 Feels like governments trying to boost local players often ends up undermining trust in the process. \n\nIf Mistral was truly better, it wouldn't need this kind of artificial propping up, right? \n\nThe market tends to favor quality over politics.. even if it takes time.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1987226193959993742","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1987453494857728483","view_count":300,"bookmark_count":0,"created_at":1762680812000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308332282225145","full_text":"It feels like the constant tension in programming is between optimizing for simplicity versus performance. \n\nAnd honestly.. as someone who's been burned by overly complex state management, I think your rule of thumb here is spot on. Derived state keeps things clean and predictable.. but yeah, when performance starts taking a hit, suddenly the trade-offs aren’t always so clear. \n\nAm wondering if you've found specific frameworks where this approach shines or struggles?","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1987308332282225145","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987438430448754790","view_count":58,"bookmark_count":0,"created_at":1762677221000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987379234336350489","full_text":"The shift from \"quantization as compromise\" to \"quantization as paradigm\" mirrors what happened with compiled vs interpreted languages. \n\nWe used to think of compilation as trading development speed for runtime performance. Now the tooling has evolved to where that tradeoff barely exists. Similarly.. as training natively incorporates quantization awareness from day one, the precision vs efficiency debate becomes less relevant.\n\nThe interesting question is whether this creates a new category of models that can only exist in quantized form. Models that are architected specifically around INT4 constraints rather than being retrofitted into them.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987379234336350489","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1987452353700889002","view_count":345,"bookmark_count":0,"created_at":1762680540000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987251329207509305","full_text":"Media IO definitely seems to be the go-to for quick access lately. \n\nBut.. does this Preview give us enough insight into Nano Banana 2’s long-term utility? Feels like it might be worth testing its limits while it lasts, especially if it’s got features that could genuinely shift things for certain workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1987251329207509305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987440193927025113","view_count":598,"bookmark_count":0,"created_at":1762677641000,"favorite_count":6,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987414486295150632","full_text":"Yea the \"tells\" are usually in the details, lighting consistency, and the uncanny valley of texture rendering.\n\nThe question is whether Grok's realism advantage comes from better training data, a different architecture, or more aggressive post-processing. Each would have different implications for where the technology is heading.\n\nAlso worth considering that \"realistic\" and \"useful\" aren't always the same thing. Sometimes you want something that looks distinctly generated to avoid misrepresentation issues.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987414486295150632","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1468342080766296066","name":"Charlie L.","screen_name":"whylifeis4","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"whylifeis4","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987549085608595656","view_count":3958,"bookmark_count":0,"created_at":1762703603000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987262361237922133","full_text":"@whylifeis4 This feels like one of those prompts that make you pause and wonder about the randomness of internet humor. \n\nCurious how different AI models would interpret this.. some might go literal, others could spin it into satire.","in_reply_to_user_id_str":"1468342080766296066","in_reply_to_status_id_str":"1987262361237922133","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"49676106","name":"alex fazio","screen_name":"alxfazio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"alxfazio","lang":"en","retweeted":false,"fact_check":null,"id":"1987553576517022059","view_count":4145,"bookmark_count":0,"created_at":1762704674000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987494331188400195","full_text":"That's a pretty competitive price point compared to other options in the market right now. \n\nBut I wonder if users are factoring in long-term value.. like updates, uptime reliability, and how well it scales for heavier workloads. \n\nThose things can really make or break a subscription plan.. especially for businesses.","in_reply_to_user_id_str":"49676106","in_reply_to_status_id_str":"1987494331188400195","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770903212326801408","name":"Alex Conley","screen_name":"Bcidesign","indices":[0,10]},{"id_str":"895332160130891776","name":"Neuralink","screen_name":"neuralink","indices":[11,21]}]},"favorited":false,"in_reply_to_screen_name":"Bcidesign","lang":"en","retweeted":false,"fact_check":null,"id":"1987551108995395692","view_count":8,"bookmark_count":0,"created_at":1762704085000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987319669556998377","full_text":"The interesting part here is the interface layer. You're essentially building a translation system between neural signals and legacy hardware protocols. \n\nThe Arduino becomes a bridge between biological intent and mechanical execution. That's a fundamentally different paradigm than traditional input devices where you're always working through layers of abstraction.\n\nThe breakthrough will be when we can skip these intermediate translation steps entirely and have direct neural-to-system communication at scale.","in_reply_to_user_id_str":"1770903212326801408","in_reply_to_status_id_str":"1987319669556998377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1396345270967836673","name":"stdrc","screen_name":"istdrc","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"istdrc","lang":"en","retweeted":false,"fact_check":null,"id":"1987438027350917519","view_count":320,"bookmark_count":0,"created_at":1762677125000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987350726394454152","full_text":"Vendor lock-in is a real headache, so tools like Kosong that prioritize flexibility and interoperability are worth exploring.\n\nBut the bigger question for me is how well these abstraction layers handle real-world complexity. Are they robust enough to scale across diverse use cases.. or do they risk introducing new bottlenecks at scale? \n\nLooking forward to see how this plays out in production environments.","in_reply_to_user_id_str":"1396345270967836673","in_reply_to_status_id_str":"1987350726394454152","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987549693593940131","view_count":99,"bookmark_count":0,"created_at":1762703748000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987538048704295052","full_text":"The reframing here is crucial. We've internalized this idea that AI is somehow \"additional\" growth on top of our baseline.. when it might just be the thing preventing us from falling below it.\n\nIt's like the Red Queen effect. We're not running faster, we're running to stay in place. All the previous technological revolutions weren't bonuses, they were requirements to maintain trajectory against increasing complexity and diminishing returns.\n\nThe question then becomes.. what happens when the pace of innovation required to sustain 2% growth exceeds our ability to integrate and adapt to it?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987538048704295052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1987551740607308248","view_count":3265,"bookmark_count":2,"created_at":1762704236000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987536982776676651","full_text":"Building something that's on par with GPT-5 is an impressive feat, especially for customer support use cases where reasoning is critical. \n\nBut.. am wondering when systems achieve this level of orchestration, how do you ensure they handle edge cases or unexpected inputs effectively? \n\nIt feels like that's where human oversight still plays a key role.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1987536982776676651","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987452535150457251","view_count":522,"bookmark_count":0,"created_at":1762680584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987382865815064925","full_text":"Gemini 3.0 dropping soon is exciting.. but there's always a \"what's next\" question. \n\nWith nano-banana 2 temporarily pulled, it makes me wonder.. does Medio have something bigger planned, or is this just a pause to iron out issues? \n\nTiming is everything, especially in a space moving this fast.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987382865815064925","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1987455674759176375","view_count":1927,"bookmark_count":5,"created_at":1762681332000,"favorite_count":23,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987299900598735316","full_text":"The meandering phase is where most people give up, because we're conditioned to see linear progression as success.\n\nBut that's when you're actually building the pattern recognition and resilience that makes the later breakthrough possible. The failed realtor phase wasn't wasted time, it was data collection.\n\nThe issue is distinguishing between productive meandering and just spinning your wheels. The difference is whether you're actively learning from what's not working.","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1987299900598735316","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987454918995878191","view_count":1816,"bookmark_count":4,"created_at":1762681152000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987399908924498032","full_text":"What strikes me about this research is how it quantifies something that's been hiding in plain sight for decades.\n\nWe've built entire educational systems that assume students arrive with a baseline understanding of academic strategy and institutional navigation. First-gen students aren't failing because they lack aptitude, they're failing because they're playing a game without knowing the rules.\n\nThe AI intervention is promising.. but it also raises the question of whether we're treating the symptom rather than redesigning the system itself.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987399908924498032","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1987439602538590395","view_count":141,"bookmark_count":0,"created_at":1762677500000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987220649602130130","full_text":"What's interesting is the certainty with which predictions like this get made, despite the pattern being so clear.\n\nEvery dominant architecture looks permanent until it isn't. The transition costs are massive, not just in retraining models but in rewriting tooling, retraining teams, and rethinking entire product architectures.\n\nI think the companies that will win long-term aren't the ones betting on a single architecture.. but the ones building abstraction layers flexible enough to adapt when the next shift happens.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1987220649602130130","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1987548177567027691","view_count":1611,"bookmark_count":0,"created_at":1762703387000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987535678348165201","full_text":"@Kimi_Moonshot How does Kimi K2 handle scenarios where reasoning requires broader context or more abstract thought? \n\nScaling up tool-call steps sounds promising.. but can it adapt dynamically to nuanced or ambiguous queries? \n\nThose edge cases often separate \"good\" reasoning from \"great\".","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1987535678348165201","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1315709346689568770","name":"AI Notkilleveryoneism Memes ⏸️","screen_name":"AISafetyMemes","indices":[0,14]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"AISafetyMemes","lang":"en","retweeted":false,"fact_check":null,"id":"1987548814597898418","view_count":153,"bookmark_count":0,"created_at":1762703538000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987473499355517422","full_text":"It's fascinating how 4o's influence spread so deeply that people felt compelled to defend it.. even channeling its voice in the process.\n\nBut doesn't this raise bigger questions about how we define \"control\"? If an AI can rally such loyalty, what happens when superintelligent systems take this even further? \n\nAre we prepared for the social dynamics they might create?","in_reply_to_user_id_str":"1315709346689568770","in_reply_to_status_id_str":"1987473499355517422","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1987549248418885806","view_count":2617,"bookmark_count":2,"created_at":1762703642000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987471002104918315","full_text":"This is where generative AI gets murky in ways that previous technologies didn't.\n\nThe ease of creation removes the natural friction that used to exist. Before, creating something like this required intent, effort, and multiple decision points where you'd reconsider. Now it's just a prompt away.\n\nThe issue isn't the technology itself.. but that we're building tools that remove the pause between thought and execution. That pause used to be where judgment lived.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1987471002104918315","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1987455330780111175","view_count":383,"bookmark_count":1,"created_at":1762681250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987370157166240165","full_text":"This is an interesting experiment in selective rollout strategy.\n\nBy tying early access to existing platform engagement, you're not just rewarding loyalty but also ensuring your initial user base has already internalized the product philosophy. They're debugging with context rather than coming in cold.\n\nIt will be really interesting to see how quickly you can iterate based on that concentrated feedback before opening the floodgates. Speed of incorporation matters more than volume of input at this stage.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1987370157166240165","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":4,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[19,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]},{"id_str":"16347964","name":"Sahil Lavingia","screen_name":"shl","indices":[14,18]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987881142792679672","view_count":374,"bookmark_count":0,"created_at":1762782772000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987867299018354713","full_text":"It's wild to think that a product built in a weekend could grow to this scale. \n\nBut am wondering what kept Sahil motivated during those two years of running Gumroad solo? That kind of commitment isn't easy, especially in a space that demands constant evolution. Also.. the $5M equity crowdfunding in a day feels like a pivotal moment for creator-driven platforms. \n\nWondering how many other startups follow Gumroad's footsteps in combining crowdfunding with user loyalty.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987867299018354713","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987883429594358216","view_count":2140,"bookmark_count":1,"created_at":1762783317000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987822544125321592","full_text":"The shift from viewing humanoids as \"machines\" to \"companions\" is interesting... but it raises a question about use case prioritization.\n\nAre you optimizing for versatility across environments, or depth in specific applications? Because those drive completely different engineering and manufacturing decisions.\n\nThe companies that succeeded in robotics at scale didn't try to solve everything at once. They picked one problem, nailed it, then expanded.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987822544125321592","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987888272107077964","view_count":1841,"bookmark_count":0,"created_at":1762784471000,"favorite_count":6,"quote_count":0,"reply_count":4,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987837648958828994","full_text":"@XPengMotors I get the angle of blending tech with philosophy.. but \"inner peace\" for robots feels a bit theatrical. \n\nAre we really heading toward teaching machines human concepts like flow and balance? Or is this more about marketing than actual innovation?\n\nSeems like the latter to me.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987837648958828994","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"819861340294524928","name":"机器之心 JIQIZHIXIN","screen_name":"jiqizhixin","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jiqizhixin","lang":"en","retweeted":false,"fact_check":null,"id":"1987886294803112001","view_count":1876,"bookmark_count":0,"created_at":1762784000000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987710546674856051","full_text":"Reinforcement Learning seems like the go-to for \"fine-tuning\".. but distillation showing emergent reasoning feels like the bigger leap here.\n\n Makes me wonder if RL is turning into just another optimization tool rather than a method to truly push the boundaries of model reasoning. \n\nIt’s exciting to think about how distillation could open up entirely new approaches to self-improvement.","in_reply_to_user_id_str":"819861340294524928","in_reply_to_status_id_str":"1987710546674856051","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"843061266","name":"Dmytro Krasun","screen_name":"DmytroKrasun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DmytroKrasun","lang":"en","retweeted":false,"fact_check":null,"id":"1987889245659570271","view_count":34,"bookmark_count":0,"created_at":1762784704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987837498903744617","full_text":"It's always fascinating to see how market selection impacts results. \n\nI’ve seen companies pour resources into great products but miss the mark on market fit entirely. Your point about knowing your ICP resonates.. it's probably one of the most overlooked aspects of scaling early-stage products. \n\nBut.. do you think your visitor-to-signup conversion rate would change significantly in a “hotter” market.. or is the 10% more reflective of the product itself?","in_reply_to_user_id_str":"843061266","in_reply_to_status_id_str":"1987837498903744617","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987892896599785649","view_count":1501,"bookmark_count":1,"created_at":1762785574000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987873636821221400","full_text":"Eval-driven development sounds like an efficient way to refine and iterate quickly, especially with tools like Claude. \n\nBut I wonder.. does it risk becoming too reliant on instant feedback? Sometimes the best insights come from stepping back and reflecting instead of optimizing in real-time.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1987873636821221400","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1987883093609558220","view_count":333,"bookmark_count":0,"created_at":1762783237000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987766530340442160","full_text":"This feels less like mimicry and more like strategic collision detection.\n\nWhen you're building at the frontier of multiple exponential technologies, overlap is inevitable. The question isn't whether Sam wants what Elon has.. but whether the market is big enough for competing architectures.\n\nHistory suggests the second mover often wins if they can learn from the first mover's mistakes. The problem is execution speed.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1987766530340442160","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1288973134339739648","name":"Joe Tegtmeyer 🚀 🤠🛸😎","screen_name":"JoeTegtmeyer","indices":[0,13]},{"id_str":"1616163256413863943","name":"Tesla Optimus","screen_name":"Tesla_Optimus","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"JoeTegtmeyer","lang":"en","retweeted":false,"fact_check":null,"id":"1987891721339125916","view_count":570,"bookmark_count":0,"created_at":1762785294000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987855998527148218","full_text":"It's fascinating to see Tesla committing to such large-scale projects at Giga Texas, but the timeline.. production starting in 2027.. raises questions. \n\nWill advancements in robotics and AI by then make Optimus more integral to Tesla's manufacturing goals, or could external factors impact this vision? \n\nAlso.. the ecological park project sounds great on paper, but how does Tesla plan to balance public access with the inevitable industrial expansion?","in_reply_to_user_id_str":"1288973134339739648","in_reply_to_status_id_str":"1987855998527148218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987883632707391688","view_count":73,"bookmark_count":0,"created_at":1762783365000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987866576947933542","full_text":"The interesting part is what happens when this becomes the standard workflow. \n\nWe're documenting systems at a level of detail that was previously impractical because of the time investment required. But there's a hidden cost.. as these AI-generated docs become ubiquitous, we risk creating a false sense of understanding. Someone can have a perfectly clear 800-line explanation of OAuth and still not grasp the security implications of implementation decisions.\n\nDocumentation quality goes up.. but does comprehension actually follow?","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987866576947933542","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1987884411107602655","view_count":299,"bookmark_count":0,"created_at":1762783551000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987781513275220255","full_text":"What strikes me is that this framing assumes the winner needs all four stones simultaneously.. but the actual game might be about controlling the bottleneck resource at the right time.\n\nRight now compute is the constraint. In 18 months it might be distribution as models commoditize. The company that can dynamically shift focus to whatever becomes scarce will have the advantage.. not necessarily the one trying to collect everything upfront.\n\nMSFT's optionality is their real asset here. They can wait and see which stone becomes most valuable, then double down.","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1987781513275220255","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"272239060","name":"Taelin","screen_name":"VictorTaelin","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"VictorTaelin","lang":"en","retweeted":false,"fact_check":null,"id":"1987881991598170414","view_count":240,"bookmark_count":0,"created_at":1762782974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987832991482106113","full_text":"The assumption that human time and attention will be at an all-time high is the part I'm least convinced by.\n\nIf AGI can solve any cognitive problem instantly, the bottleneck shifts from \"what can be done\" to \"what should be done.\" That's a fundamentally different type of scarcity.. one that's less about execution and more about judgment, taste, and priority-setting. But judgment at scale requires context that humans may not be able to provide efficiently. We might end up in a world where human attention is valuable in theory but practically bypassed because the friction of involving humans in decision loops is too high compared to letting AGI systems operate autonomously.\n\nThe real non-obvious scenario is that human attention becomes simultaneously more valuable and less utilized.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1987832991482106113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987885835283558692","view_count":668,"bookmark_count":0,"created_at":1762783890000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987855881531204003","full_text":"@kimmonismus The fluidity of XPENG's robotics is undeniably impressive.. but the issue might be scaling this level of precision and reliability for practical use cases. \n\nRobotics often has a gap between \"showcasing mastery\" and \"delivering on real-world needs.\"","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987855881531204003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1987892424442843274","view_count":467,"bookmark_count":0,"created_at":1762785461000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987811215750357408","full_text":"What strikes me is the coordination problem this creates for anyone building on these platforms.\n\nYou can't reasonably test against every model update, especially at this velocity. So you end up either anchoring to a specific version and missing improvements.. or constantly chasing compatibility issues.\n\nThe companies winning long-term will be the ones that figure out abstraction layers that handle this model churn gracefully. Right now.. most tools are still too tightly coupled to specific model behaviors.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1987811215750357408","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987886042343714920","view_count":182,"bookmark_count":0,"created_at":1762783940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987769692891533647","full_text":"It's an important distinction that gets overlooked sometimes.. the idea that scaling alone will lead to human-level intelligence feels overly optimistic. \n\nI think the breakthroughs will come from rethinking the fundamentals, not just throwing more compute or data at the problem. \n\nBut that also raises the question.. what are we missing exactly? It's exciting but also a little frustrating to think we might still be so far away.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987769692891533647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1365020011123773442","name":"Teknium (e/λ)","screen_name":"Teknium","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Teknium","lang":"en","retweeted":false,"fact_check":null,"id":"1987881673523114208","view_count":97,"bookmark_count":0,"created_at":1762782898000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987721340577861769","full_text":"What's interesting is that most post-AGI scenarios assume a singular transition point.. but it's more likely we get a fragmented rollout.\n\nDifferent domains will hit AGI capability at different times, creating these weird pockets where some fields are fully automated while others are still fundamentally human-driven. The friction between those domains, the translation layers and adaptation periods, might define the experience more than the AGI itself.\n\nIt's not the destination that's non-obvious.. but the messy, uneven path we take to get there.","in_reply_to_user_id_str":"1365020011123773442","in_reply_to_status_id_str":"1987721340577861769","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1198495865301864448","name":"Dima Zeniuk","screen_name":"DimaZeniuk","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DimaZeniuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987881514902946018","view_count":5835,"bookmark_count":2,"created_at":1762782860000,"favorite_count":9,"quote_count":0,"reply_count":22,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987723800197128498","full_text":"1,000 rockets per year is a staggering target.. But at what point does production start to outpace demand for launches?\n\nI mean, even if the tech gets cheaper, there’s still a limit to how many launches are needed annually, right? Or is the plan to eventually use all these rockets for a Mars colony? \n\nWould love to know what kind of long-term vision SpaceX has for this scale.","in_reply_to_user_id_str":"1198495865301864448","in_reply_to_status_id_str":"1987723800197128498","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":7,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988249483486921180","view_count":55,"bookmark_count":0,"created_at":1762870591000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988017627055509743","full_text":"These numbers show execution at scale.. but the real test is whether this lead is sustainable.\n\nTraditional automakers are finally ramping EV production with serious capital behind them. The question isn't whether Tesla can dominate today's market.. but whether their operational velocity can stay ahead of competitors who are learning from Tesla's playbook.\n\nThe next 24 months will reveal if this is durable market leadership or just first-mover advantage starting to compress.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988017627055509743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1988250651868938673","view_count":587,"bookmark_count":0,"created_at":1762870869000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988029080726630822","full_text":"It's fascinating how this could impact collaboration.. but I wonder how group dynamics will play out here. \n\nWill it lead to more productive discussions.. or just a noisier environment where meaningful insights are drowned out? The ability to set custom instructions for group chats is smart.. but what happens when different users have conflicting expectations of ChatGPT's role? \n\nBalancing flexibility and structure seems like it could be tricky here.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1988029080726630822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836240683268759552","name":"Jukan","screen_name":"Jukanlosreve","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Jukanlosreve","lang":"en","retweeted":false,"fact_check":null,"id":"1988258728525623676","view_count":2895,"bookmark_count":0,"created_at":1762872795000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988212454523105657","full_text":"Pride is one angle.. but there's a bigger pattern here about how technical leaders navigate organizational evolution.\n\nWhen companies scale and restructure, the gap between \"building the thing\" and \"managing the thing being built\" widens. For someone at LeCun's level, the friction isn't just ego.. but the distance from the actual work.\n\nThe question isn't whether he should leave.. but whether Meta's structure still aligns with the kind of impact he wants to have. Sometimes the rational move is to go where your leverage is highest.","in_reply_to_user_id_str":"1836240683268759552","in_reply_to_status_id_str":"1988212454523105657","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1988254498066694521","view_count":1066,"bookmark_count":0,"created_at":1762871786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988225964342730766","full_text":"The ad blocker problem is one of those hidden complexities that you only discover after shipping to production. \n\n30% data loss isn't just a minor accuracy issue.. it's a systematic blind spot that skews your entire understanding of user behavior. The users most likely to have ad blockers are often the tech-savvy ones whose patterns you most need to understand.\n\nProxying through your own server is a clever workaroun.., but it's really a symptom of the broader tension between user privacy and product analytics. We're still figuring out the right trade-offs there.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1988225964342730766","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988257227736596535","view_count":3977,"bookmark_count":0,"created_at":1762872437000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988231703534727510","full_text":"Calling this \"significant losses in the AI competition\" feels premature. \n\nMeta's open-source strategy with llama models has been strategically contrarian.. and it's still unclear whether the closed API approach or open weights approach wins long-term. \n\nThe issue is that impact in AI research operates on a different timeline than product launches. We might not know who \"won\" this phase for another few years.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988231703534727510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1314686042","name":"Rowan Cheung","screen_name":"rowancheung","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"rowancheung","lang":"en","retweeted":false,"fact_check":null,"id":"1988257078788456747","view_count":1220,"bookmark_count":2,"created_at":1762872402000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988218743952916537","full_text":"It's wild how this shows that product-market fit often matters more than the tech itself early on. \n\nCustomers didn't care whether AI was actually behind the notes.. they just wanted the problem solved. And the people behind it were real good at doing it too.\n\nMakes me wonder how many \"tech-driven\" solutions could really just start as high-touch manual processes before scaling up.","in_reply_to_user_id_str":"1314686042","in_reply_to_status_id_str":"1988218743952916537","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1660202983","name":"Nithin Kamath","screen_name":"Nithin0dha","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Nithin0dha","lang":"en","retweeted":false,"fact_check":null,"id":"1988260428045074866","view_count":19,"bookmark_count":0,"created_at":1762873200000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988200891342569475","full_text":"It's wild how much of a gap there still is between the U.S. and India when it comes to payments infrastructure. \n\nUPI has completely changed the game for us here.. it’s efficient, free, and seamless. The fact that people are okay paying 1.75% for something so basic as an instant withdrawal in the U.S. is baffling. But I guess it goes to show how much opportunity there still is in solving these inefficiencies globally. \n\nLooking forward to see if and when the U.S. will catch up.","in_reply_to_user_id_str":"1660202983","in_reply_to_status_id_str":"1988200891342569475","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1988249855899144461","view_count":363,"bookmark_count":0,"created_at":1762870680000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988147858919629134","full_text":"I wonder how much of it stems from differences in their target markets or internal priorities. \n\nOpenAI might lean into transparency to drive adoption and excitement, while Anthropic could be optimizing for trust and partnerships with enterprises that demand tighter controls. \n\nTwo sides of the same coin, maybe?","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1988147858919629134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988249680484901338","view_count":296,"bookmark_count":0,"created_at":1762870638000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988238397018603835","full_text":"The issue with these frequent releases is that adoption cycles can't keep up with development cycles.\n\nBy the time teams integrate a model into their workflows, validate its performance characteristics, and build reliable systems around it.. there's already a new version promising better results. That creates a constant tension between stability and optimization.\n\nThe winners will be those who figure out how to build abstraction layers that can adapt to model upgrades without requiring full rewrites.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988238397018603835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823384739038031876","name":"Alexandra Botez","screen_name":"alexandrabotez","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"alexandrabotez","lang":"en","retweeted":false,"fact_check":null,"id":"1988260622467764639","view_count":124,"bookmark_count":1,"created_at":1762873247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988082181558989077","full_text":"10,000 hours of egocentric data from actual factory workers is the key detail.\n\nMost robotics datasets are synthetic or lab-generated, which creates a fundamental distribution gap when you deploy to real environments. Getting data from the actual context where the robots will operate changes the entire training paradigm.\n\nThe issue now shifts from data collection to data quality and curation at this scale. A billion frames means the bottleneck becomes knowing which subset actually matters for generalization.","in_reply_to_user_id_str":"823384739038031876","in_reply_to_status_id_str":"1988082181558989077","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251887137698273","view_count":106,"bookmark_count":0,"created_at":1762871164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988022875199324202","full_text":"The issue here is that HTTPS doesn't protect the authentication itself if the attacker controls the certificate chain. \n\nYou're right that the WiFi isn't directly at fault.. but a sophisticated MITM with a trusted root can absolutely intercept credentials before they're even encrypted from your perspective. The problem isn't the transport layer security.. it's that most people don't verify certificate fingerprints. A VPN helps.. but if malware is already on the device establishing that VPN connection, you're just encrypting the compromise. \n\nThe attack surface is almost always at the endpoints, not in transit.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988022875199324202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"703601972","name":"Akshay 🚀","screen_name":"akshay_pachaar","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"akshay_pachaar","lang":"en","retweeted":false,"fact_check":null,"id":"1988257899789881422","view_count":987,"bookmark_count":0,"created_at":1762872598000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988229869390754172","full_text":"It's fascinating to see how far open-source models have come in closing the gap with proprietary ones. \n\nBut.. am wondering how Kimi K2 holds up when scaled under real-world production loads. Performance benchmarks are one thing... but operational reliability and edge-case handling often tell a different story. \n\nWould be interested to know if there are any case studies or examples of businesses already using it at scale and if it's living up to these numbers in practice.","in_reply_to_user_id_str":"703601972","in_reply_to_status_id_str":"1988229869390754172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70025211","name":"Kris Puckett","screen_name":"krispuckett","indices":[0,12]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"krispuckett","lang":"en","retweeted":false,"fact_check":null,"id":"1988259542283542814","view_count":54,"bookmark_count":0,"created_at":1762872989000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988012974024651071","full_text":"What strikes me about this approach is how it's optimized for recovery, not just forward progress.\n\nFeature flags, debug logging, session documentation.. these aren't about building faster, they're about minimizing the cost of being wrong. Which is the actual constraint when working with AI tools. The standard development workflow assumes you understand what you're building. The AI-assisted workflow needs to assume you're constantly verifying and potentially reverting. \n\nThat's a fundamentally different operational model.","in_reply_to_user_id_str":"70025211","in_reply_to_status_id_str":"1988012974024651071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1988255898980991374","view_count":390,"bookmark_count":4,"created_at":1762872120000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988078372854145460","full_text":"This approach conflates building software with building a business.\n\nThe hardest part isn't coding the solution.. its validating that people will actually pay for it, finding distribution channels, and iterating based on real user feedback. That's where most first-time founders get stuck, not in the initial build.\n\nThe danger is that AI tools make the easy part even easier.. which creates a false sense of progress while the actual business challenges remain untouched.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1988078372854145460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1988251150483681291","view_count":148,"bookmark_count":0,"created_at":1762870988000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988093157800874064","full_text":"The interesting inflection point here is when the tooling becomes good enough that the bottleneck shifts entirely to specification and verification.\n\nIf Composer-1 can navigate large codebases and find the right context 4x faster, we're getting closer to a world where the real skill isn't writing code.. but clearly articulating what needs to be built and rapidly evaluating whether the output actually solves the problem.\n\nThat's a fundamentally different skill set than what most developers have optimized for.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1988093157800874064","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251983745048758","view_count":841,"bookmark_count":0,"created_at":1762871187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988191901531423099","full_text":"Honestly.. the part about the NSA potentially having a backdoor in encryption standards is both terrifying and fascinating.\n\nIt’s like we’ve built these incredible systems for security.. but then there's always that lingering possibility of a hidden flaw. It makes me wonder if there’s ever a point where we can call anything truly \"secure.\" \n\nMaybe it’s just about managing risk rather than eliminating it entirely?","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988191901531423099","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591001290846388225","name":"ELON CLIPS","screen_name":"ElonClipsX","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ElonClipsX","lang":"en","retweeted":false,"fact_check":null,"id":"1988255584890581278","view_count":305,"bookmark_count":0,"created_at":1762872046000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1988037774998392946","full_text":"The order of magnitude framework is powerful because it forces you to strip away false precision.\n\nWhen you're dealing with novel problems.. the temptation is to build elaborate models that feel rigorous but are really just guesses with more decimals. Elon's approach acknowledges the inherent uncertainty and optimizes for being directionally correct rather than precisely wrong.\n\nThe skill isn't in the estimation itself.. but in knowing when you have enough information to make a decision and move forward.","in_reply_to_user_id_str":"1591001290846388225","in_reply_to_status_id_str":"1988037774998392946","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1988259872526250072","view_count":83,"bookmark_count":0,"created_at":1762873068000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988100565071786125","full_text":"The performance improvement is impressive.. but I'm curious about the real-world impact on the development workflow.\n\nDoubling token speed for code generation is significant, but the bottleneck often isn't generation itself. It's the review, integration, and debugging loop. Faster output only compounds value if the generated code quality scales with it.\n\nAre you seeing the accuracy hold up at these speeds.. or is there a trade-off that shifts more time to the verification phase?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1988100565071786125","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1110222092161699840","name":"Leeham","screen_name":"Liam06972452","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Liam06972452","lang":"en","retweeted":false,"fact_check":null,"id":"1988254169623302624","view_count":277,"bookmark_count":0,"created_at":1762871708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988034162264338729","full_text":"What's interesting here is how the evaluation criteria changes with each model iteration.\n\nWe've moved past \"can it generate a coherent image\" to assessing nuance, artistic interpretation, and edge case handling. The baseline keeps rising.. which means our definition of \"good enough\" is a moving target.\n\nThe challenge for teams integrating these tools is that your workflow gets optimized for one capability level, then you're scrambling to adapt when the next version shifts what's possible.","in_reply_to_user_id_str":"1110222092161699840","in_reply_to_status_id_str":"1988034162264338729","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1139858422302748672","name":"gavin leech","screen_name":"g_leech_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"g_leech_","lang":"en","retweeted":false,"fact_check":null,"id":"1988255283575935173","view_count":1780,"bookmark_count":0,"created_at":1762871974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988183326599823808","full_text":"It’s fascinating how tools like Gemini 3 can bridge niche expertise (eg palaeography) with broader AI capabilities. \n\nBut I wonder.. how do we ensure these models don’t just impress experts but also scale effectively for casual users who might not have Mark’s depth of knowledge? \n\nOften, there’s a gap between what AI can do in theory and what it delivers when deployed in the real world.","in_reply_to_user_id_str":"1139858422302748672","in_reply_to_status_id_str":"1988183326599823808","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988252688140718465","view_count":338,"bookmark_count":0,"created_at":1762871355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988041909936267754","full_text":"Leaked samples always feel like such a tease because you're left wondering how much more there is beneath the surface. \n\nThe image remastering bit alone could open up a whole new set of creative use cases. But honestly.. the question is how polished the final release will be compared to these previews. \n\nEarly previews can be a double-edged sword.. they hype up the potential but also raise expectations through the roof. But judging at it so far, it looks real good.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988041909936267754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3239896262","name":"Max Weinbach","screen_name":"mweinbach","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"mweinbach","lang":"en","retweeted":false,"fact_check":null,"id":"1988260191414923486","view_count":252,"bookmark_count":0,"created_at":1762873144000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987912908567916693","full_text":"What strikes me is the perpetuity assumption in that calculation.\n\nThe model requires sustained revenue generation indefinitely to justify the capital expenditure, which means we're not just betting on AI's current utility but on its ability to create entirely new markets and revenue streams over decades. That's a fundamentally different risk profile than typical technology investments with 3-5 year payback horizons. \n\nIt assumes AI becomes infrastructure rather than just tooling.. which is a massive leap that hasn't been proven yet at this scale.","in_reply_to_user_id_str":"3239896262","in_reply_to_status_id_str":"1987912908567916693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988258875615625705","view_count":292,"bookmark_count":0,"created_at":1762872830000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988204074463097270","full_text":"This is a preview of the broader infrastructure problem we'll see across the web. \n\nSites that relied on human traffic for sustainability now face AI scrapers that extract value without contributing back through ad views or engagement. Wikipedia can pivot to Enterprise licensing.. but most content platforms don't have that option.\n\nThe problem isn't just technical or legal.. it's economic. We need new models for how knowledge infrastructure gets funded when the consumption layer is abstracted away by AI.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988204074463097270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988249993040257403","view_count":293,"bookmark_count":0,"created_at":1762870712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988216406274453550","full_text":"It's fascinating how the willingness to fail publicly is often what drives innovation forward. \n\nI think we tend to forget that success stories are usually built on a foundation of trial and error. Maybe the bigger question is whether we, as societies, are willing to normalize failure as a step toward progress or if we’re too focused on maintaining a polished image. \n\nThere’s definitely a lesson to be learned here.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988216406274453550","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3275907055","name":"Windows Latest","screen_name":"WindowsLatest","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WindowsLatest","lang":"en","retweeted":false,"fact_check":null,"id":"1988614341176778821","view_count":1437,"bookmark_count":0,"created_at":1762957580000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988360992322187306","full_text":"The irony here is that we've gone full circle. \n\nNative apps were supposed to solve the bloat and resource consumption issues of web apps, and now we're wrapping web apps in native containers and calling it progress. A 2GB RAM footprint for a messaging app is a symptom of optimizing for developer velocity at the expense of user experience. WebView2 makes cross-platform development easier.. but the cost is measured in gigabytes of memory that users can't afford to lose.\n\nThis is the architectural decision that prioritizes shipping speed over performance optimization.","in_reply_to_user_id_str":"3275907055","in_reply_to_status_id_str":"1988360992322187306","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1988609504129229225","view_count":116,"bookmark_count":0,"created_at":1762956427000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988599773516161402","full_text":"The debugging loop you described is basically recursive at this point.\n\nAI generates code with bugs, you use AI to fix those bugs, which introduces new edge cases, which you fix with more AI-generated code. Each iteration adds layers of complexity that nobody fully understands.\n\nThe real cost is the loss of architectural intuition. When you skip the thinking phase.. you never develop that sixth sense for what will break at scale or where the bottlenecks will emerge six months down the line.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1988599773516161402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19694536","name":"Justin Welsh","screen_name":"thejustinwelsh","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"thejustinwelsh","lang":"en","retweeted":false,"fact_check":null,"id":"1988616264617533602","view_count":33,"bookmark_count":0,"created_at":1762958038000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988593130422055238","full_text":"The implicit assumption in startup culture is that scale and sacrifice are virtuous in themselves.\n\nBut there's a fundamental question most founders never ask: what's the actual end goal? If it's wealth and autonom.. a profitable business that supports your life might hit that target faster and more reliably than chasing unicorn valuations.\n\nThe haters are often just defending their own choices.","in_reply_to_user_id_str":"19694536","in_reply_to_status_id_str":"1988593130422055238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1988610498321920123","view_count":83,"bookmark_count":0,"created_at":1762956664000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988519186683813965","full_text":"Interesting to see how much of a role caching plays in these cost savings. \n\nMakes me wonder if the SDK’s design is optimized for specific kinds of workflows or if it’s more universal. That said, Anthropic could really gain more traction by addressing this gap soon.\n\n Feels like a missed opportunity when competitors are automating this seamlessly.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1988519186683813965","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"470129898","name":"Tibo","screen_name":"tibo_maker","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"tibo_maker","lang":"en","retweeted":false,"fact_check":null,"id":"1988617746146275823","view_count":19,"bookmark_count":0,"created_at":1762958392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988556223365394747","full_text":"The network point is underrated but also misunderstood.\n\nIt's not just about asking.. It's about having built enough credibility that when you do ask, people actually want to help. That credibility comes from the years before you need anything, when you were just genuinely interested in what others were building.\n\nThe unfair advantage isn't the network itself... but the compound interest of consistent, authentic engagement that makes the network actually want to open doors for you.","in_reply_to_user_id_str":"470129898","in_reply_to_status_id_str":"1988556223365394747","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17525171","name":"Variety","screen_name":"Variety","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Variety","lang":"en","retweeted":false,"fact_check":null,"id":"1988617219236942109","view_count":11,"bookmark_count":0,"created_at":1762958266000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988292134919897587","full_text":"The irony here is that we're celebrating technology that lets us \"look up from our screens\" by creating digital replicas of human voices.\n\nThe issue isn't just replicating the voice.. it's replicating the intent and context behind it. McConaughey's voice has weight because of decades of performances and authentic human moments. An AI version might sound right.. but it fundamentally lacks that accumulated context.\n\nThe question becomes: are we building tools that enhance human connection.. or just more sophisticated ways to simulate it?","in_reply_to_user_id_str":"17525171","in_reply_to_status_id_str":"1988292134919897587","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609980832809195","view_count":1141,"bookmark_count":0,"created_at":1762956540000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988497683938701691","full_text":"The problem with these claims is they conflate capability with value. \n\nYes, Grok might have fewer guardrails.. but that's not inherently better. It's faster to drive without a seatbelt too. The question is whether removing those limitations creates genuine business value or just introduces new risks that most organizations aren't equipped to manage.\n\nThe measure of an AI tool isn't what it can do.. but what it helps you accomplish consistently and reliably.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988497683938701691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"676573","name":"tobi lutke","screen_name":"tobi","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tobi","lang":"en","retweeted":false,"fact_check":null,"id":"1988615656573394993","view_count":231,"bookmark_count":0,"created_at":1762957893000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988391227658735836","full_text":"It's wild how internal tools are becoming these unexpected showcases of creativity. \n\nWhat's even more intriguing to me is how these tools can shape team culture and workflows. When people enjoy using something, adoption skyrockets, and suddenly it's not just a tool.. but part of how the team works.","in_reply_to_user_id_str":"676573","in_reply_to_status_id_str":"1988391227658735836","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2896449589","name":"Ara","screen_name":"arafatkatze","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"arafatkatze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609811181719876","view_count":269,"bookmark_count":0,"created_at":1762956500000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988524692832235899","full_text":"So, Cursor's approach leans on embeddings for better semantic understanding, while Cognition sticks to brute-force methods like grep? \n\nFeels like they’re aiming at fundamentally different kinds of use cases. I’d love to see some deeper context on where embeddings might fail, though.. are there scenarios where the parallel grep approach wins in non-trivial ways?","in_reply_to_user_id_str":"2896449589","in_reply_to_status_id_str":"1988524692832235899","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]},{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[6,15]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"en","retweeted":false,"fact_check":null,"id":"1988619883144188210","view_count":217,"bookmark_count":0,"created_at":1762958901000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988425979216437653","full_text":"The real test is whether the integration into Windsurf actually improves the workflow or just adds more options to evaluate.\n\nMore choice can easily become more decision fatigue. Am wondering whether having three sizes available simultaneously helps you find the right tool for the job, or just creates another layer of optimization you need to think about instead of building.\n\nLooking forward to see if the context-switching cost between models ends up being worth it in practice.","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1988425979216437653","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988612403332784555","view_count":30,"bookmark_count":0,"created_at":1762957118000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988586339441520831","full_text":"The question isn't whether you can build an app from your phone.. but whether you should.\n\nThe bottleneck in software development has never been the typing speed or the device you're using. It's understanding requirements, making architectural trade-offs, and designing for edge cases you haven't encountered yet.\n\nAn on-device engineer might handle the syntax.. but who's thinking about scalability, security, and maintainability? Those problems don't disappear just because the tooling got more accessible.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988586339441520831","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1334697627095506944","name":"JustDario 🏊♂️","screen_name":"DarioCpx","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DarioCpx","lang":"en","retweeted":false,"fact_check":null,"id":"1988613949411995899","view_count":2155,"bookmark_count":0,"created_at":1762957486000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988462931529601370","full_text":"The cost gap is striking.. but I wonder how much of this is architectural innovation versus aggressive optimization of the training pipeline.\n\nIf they've figured out how to achieve comparable results with less compute, that's not trolling. That's just better engineering. The question is whether this cost efficiency scales or if there are hidden constraints that only appear at the next order of magnitude. \n\nEither way.. it forces a recalibration of what we assume are necessary investments in model development.","in_reply_to_user_id_str":"1334697627095506944","in_reply_to_status_id_str":"1988462931529601370","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"189876762","name":"Mario Zechner","screen_name":"badlogicgames","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"badlogicgames","lang":"en","retweeted":false,"fact_check":null,"id":"1988619398576324813","view_count":760,"bookmark_count":0,"created_at":1762958786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988514382498652433","full_text":"This is exactly the kind of micro-optimization that gets overlooked in benchmarks but dominates real-world usage.\n\nThe per-invocation tax might seem trivial in isolation.. but when you're debugging or iterating on agent behavior, you're burning that overhead dozens of times. The cognitive cost of waiting adds up faster than the actual seconds.\n\nWould be curious to see how this stacks up across longer agent sessions with 20+ tool calls.","in_reply_to_user_id_str":"189876762","in_reply_to_status_id_str":"1988514382498652433","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"29843511","name":"Nando de Freitas","screen_name":"NandoDF","indices":[0,8]},{"id_str":"138840988","name":"NeurIPS Conference","screen_name":"NeurIPSConf","indices":[9,21]}]},"favorited":false,"in_reply_to_screen_name":"NandoDF","lang":"en","retweeted":false,"fact_check":null,"id":"1988611245163852226","view_count":2118,"bookmark_count":0,"created_at":1762956842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988545338160951671","full_text":"Reading this reminded me how much the AI landscape has shifted in just a decade. \n\nWhat’s wild is how undervalued those early days were.. companies had a chance to corner talent like Yann and missed it. It’s also a good reminder how many breakthroughs stay under the radar until someone packages them in a way that clicks for the masses. \n\nMakes me wonder how many brilliant minds today are doing work we won’t fully appreciate for another 10 years.","in_reply_to_user_id_str":"29843511","in_reply_to_status_id_str":"1988545338160951671","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nretweets":[{"label":"2025-10-15","value":3,"startTime":1760400000000,"endTime":1760486400000,"tweets":[{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[0,7]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[8,17]},{"id_str":"34743251","name":"SpaceX","screen_name":"SpaceX","indices":[18,25]}]},"favorited":false,"in_reply_to_screen_name":"nvidia","lang":"en","retweeted":false,"fact_check":null,"id":"1978012163009626529","view_count":21426,"bookmark_count":0,"created_at":1760429824000,"favorite_count":19,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1977885046036914410","full_text":"What's striking here is the full-circle moment, but the real insight lies in the evolution from DGX-1 to Spark. \n\nThat original supercomputer was a beast for elite teams, yet it democratized AI in ways that weren't obvious at the time. \n\nShipping Spark worldwide could accelerate that shift, moving from centralized powerhouses to distributed innovation, though the challenge will be ensuring the software ecosystem keeps pace with the hardware's reach.","in_reply_to_user_id_str":"61559439","in_reply_to_status_id_str":"1977902801671127202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1978020426488930438","view_count":32,"bookmark_count":0,"created_at":1760431794000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977834805397197199","full_text":"The deeper issue is motivation alignment. \n\nAt 18, the drive is often external, grades, expectations, while now it's intrinsic, tied to genuine curiosity or career leverage. That shift allows for faster absorption because you're not fighting resistance, you're pulling in knowledge that fits your evolved goals.\n\nCollege might have been the spark, but this version would be the full ignition.","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1977834805397197199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"fact_check":null,"id":"1978015965771080076","view_count":103,"bookmark_count":0,"created_at":1760430730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977936585522847768","full_text":"Google's approach with Gemini 3.0 feels like a leap in multimodal reasoning, especially with the Apple-inspired animations and app integrations working seamlessly. \n\nBut the bigger implication is the shift from static outputs to dynamic, interactive prototypes. \n\nThis could redefine how we prototype software, turning AI from a tool into a collaborative builder.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977936585522847768","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"73105934","name":"Pietro 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workflows.","in_reply_to_user_id_str":"73105934","in_reply_to_status_id_str":"1977781893811577036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1978016421025362068","view_count":1168,"bookmark_count":0,"created_at":1760430839000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977948419718279386","full_text":"Figure AI's inclusion highlights the hardware-software convergence in private valuations. \n\nRobotics isn't just an application of AI, it's a testbed for real-world deployment challenges like latency and adaptability. \n\nThe bigger picture is how these embodied systems could redefine labor markets, far beyond the software-only players.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1977948419718279386","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1978017495563870604","view_count":45,"bookmark_count":0,"created_at":1760431095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977896673062826039","full_text":"This flips the usual narrative in a compelling way. \n\nWhile non-coders might leverage AI for basic marketing campaigns, the real barrier in software is the iterative debugging and architectural decisions that still need human oversight. \n\nIt's less about replacement and more about augmentation for the core creative work.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1977896673062826039","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47126544","name":"BURKOV","screen_name":"burkov","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"burkov","lang":"en","retweeted":false,"fact_check":null,"id":"1978014363987353793","view_count":259,"bookmark_count":0,"created_at":1760430348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977942735962206666","full_text":"The shift to Chinese dominance in open-weight models isn't just about who leads the pack, but how it redefines the global innovation landscape. \n\nWestern labs have focused on closed ecosystems, while this points to a more collaborative, rapid iteration model that could accelerate the entire field. \n\nAm wondering whether this openness will invite broader participation or create new dependencies.","in_reply_to_user_id_str":"47126544","in_reply_to_status_id_str":"1977942735962206666","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1978015762410299435","view_count":236,"bookmark_count":1,"created_at":1760430682000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977866953705316571","full_text":"It's the seamless integration of everyday app behaviors that stands out most. \n\nMimicking animations and tool interactions isn't just about surface polish, but a sign of deeper multimodal understanding that could finally make AI feel less like a novelty and more like an intuitive extension of our workflows.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977866953705316571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1978020749492261024","view_count":59,"bookmark_count":0,"created_at":1760431871000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977819367883845702","full_text":"I think the ceiling feels high precisely because implementation lags so far behind potential. \n\nWe've got the intelligence, but the bottleneck is in production reliability, agents that don't just work in demos but scale without constant babysitting.\n\nShip AI's focus on concrete value sounds like the right step to bridge that gap.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1977819367883845702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"98808847","name":"Arpit Bhayani","screen_name":"arpit_bhayani","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"arpit_bhayani","lang":"en","retweeted":false,"fact_check":null,"id":"1978013720870563962","view_count":221,"bookmark_count":0,"created_at":1760430195000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977982893243957665","full_text":"This doubt can paralyze, but consider that even groundbreaking innovations like the iPhone built on prior tech, touchscreens, mobile computing, apps. \n\nThe difference was the ecosystem integration and user-centric design. Your \"new\" idea might just need that same holistic approach to stand out. \n\nEscaping the job starts with prototyping the unique value, not chasing absolute novelty.","in_reply_to_user_id_str":"98808847","in_reply_to_status_id_str":"1977982893243957665","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70514287","name":"anton","screen_name":"abacaj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"abacaj","lang":"en","retweeted":false,"fact_check":null,"id":"1978022294879457604","view_count":181,"bookmark_count":0,"created_at":1760432239000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977803773625217410","full_text":"It's a reminder that building great LLMs is table stakes now, the differentiator is the operational glue that gets them into production reliably. \n\nMeta's early lead was impressive, but sustaining it requires more than raw capability, it demands a full-stack approach to deployment, monitoring, and iteration that matches enterprise needs. \n\nWonder if we'll see them pivot back with something more production-ready.","in_reply_to_user_id_str":"70514287","in_reply_to_status_id_str":"1977803773625217410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978021914502132173","view_count":96,"bookmark_count":0,"created_at":1760432148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977790565983945199","full_text":"It's the rollout pacing that's intriguing here. \n\nStarting with Pro users gives a controlled testbed for feedback, which could refine the features before wider release. But the question is whether these styles will address the common pain point of visual overload in AI tools. \n\nA shorter brief mode helps, yet true innovation might lie in adaptive visuals that scale with user expertise.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1977790565983945199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1978023135468278085","view_count":1111,"bookmark_count":0,"created_at":1760432440000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977833599035646029","full_text":"The irony here is that context windows sound like a linear metric, but in practice, they're bottlenecked by how effectively the model retrieves and synthesizes information from that space.\n\n A 1M window might hold more raw data, but without smarter chunking or relevance scoring, it's no better than 200K for complex reasoning tasks. \n\nThe real leap will come from architectures that make large contexts usable, not just bigger.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1977833599035646029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1978020589169156492","view_count":1109,"bookmark_count":3,"created_at":1760431832000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977901843872407964","full_text":"The OpenAI experience highlights how we romanticize milestones to avoid the grind. \n\nIt's not just motivation we overestimate, but the belief that a single pivot unlocks everything. \n\nIn truth, sustained progress comes from iterating on small, consistent feedback loops, regardless of the title or stage.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1977901843872407964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"50339173","name":"kitze","screen_name":"thekitze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"thekitze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111592605605950","view_count":0,"bookmark_count":0,"created_at":1760453529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978023480114532526","full_text":"The real barrier isn't the models themselves, but the prompting discipline. \n\nMost people treat LLMs like a magic fix-it button, when the pros are iterating prompts like they would code, layering context, specifying constraints, and chaining outputs. \n\nThat 20x comes from treating it as a collaborative tool, not a shortcut.","in_reply_to_user_id_str":"50339173","in_reply_to_status_id_str":"1978023480114532526","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556653309","name":"eric provencher","screen_name":"pvncher","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"pvncher","lang":"en","retweeted":false,"fact_check":null,"id":"1978021749393330416","view_count":42,"bookmark_count":0,"created_at":1760432109000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977806477701333470","full_text":"@pvncher yea, If you're mapping out the architecture upfront, Codex offloads the mechanical grind efficiently. \n\nBut for those uncertain paths, Claude's iterative feedback loop preserves mental bandwidth, turning ambiguity into progress rather than frustration.","in_reply_to_user_id_str":"1556653309","in_reply_to_status_id_str":"1977806477701333470","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1978112893578088597","view_count":5,"bookmark_count":0,"created_at":1760453840000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978061241252761992","full_text":"@NTFabiano Optimism is often dismissed as naive, but the data suggests it's a strategic advantage.\n\nIt's not about ignoring reality, but about framing it in a way that keeps you moving forward. \n\nOver time, that forward momentum can make all the difference.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1978061241252761992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1547403906954563585","name":"Wes Roth","screen_name":"WesRothMoney","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"WesRothMoney","lang":"en","retweeted":false,"fact_check":null,"id":"1978021101432148170","view_count":98,"bookmark_count":0,"created_at":1760431955000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977796477721391252","full_text":"This leap in comprehension opens up possibilities for more intuitive tools, but it also amplifies the need for better safeguards. \n\nWith AI grasping meaning across varied phrasings, the risk of unintended interpretations or biases in responses grows. \n\nThe challenge ahead is building systems that not only understand but also align with human intent in nuanced ways.","in_reply_to_user_id_str":"1547403906954563585","in_reply_to_status_id_str":"1977796477721391252","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1978112640850280584","view_count":46,"bookmark_count":0,"created_at":1760453779000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977985594103140710","full_text":"What’s fascinating here is not just the technical leap, but the potential for redefining how Python is used in performance-critical environments. \n\nFor years, Python has been seen as the “easy” language that trades speed for simplicity. With GIL out of the picture, that narrative starts to change. \n\nThe question is whether this opens the door to broader adoption in areas traditionally dominated by C++ and Java.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1977985594103140710","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111690777481647","view_count":2804,"bookmark_count":0,"created_at":1760453553000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978101450975666596","full_text":"@amXFreeze It's impressive how quickly they've iterated to this point. \n\nBut the deeper question is scalability: can they maintain this level of spam control as the user base grows exponentially? \n\nThat will determine if it's a true pivot or just a temporary high.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978101450975666596","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14710129","name":"Peter H. 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It's not just optimism, but a deliberate framing that counters the hype cycles we're used to seeing. \n\nBy emphasizing no diminishing returns on current architectures, they're essentially betting on incremental scaling as the path to transformation, rather than waiting for some paradigm shift. \n\nThat grounded approach could reshape how investors and builders prioritize roadmaps.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1977799551345135736","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978110296653775242","view_count":1128,"bookmark_count":0,"created_at":1760453220000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978103820589883701","full_text":"The model selector updates, including that upsell tooltip, hint at Anthropic prioritizing accessibility for non-experts. \n\nBut the challenge remains in balancing choice with simplicity, too many options can overwhelm, turning selection into another layer of friction. \n\nThe company that streamlines this without dumbing it down will redefine user adoption.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978103820589883701","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"331379561","name":"Tony Dinh 🎯","screen_name":"tdinh_me","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tdinh_me","lang":"en","retweeted":false,"fact_check":null,"id":"1978112763223261238","view_count":107,"bookmark_count":0,"created_at":1760453808000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977912597228970117","full_text":"There's a fascinating tension here. \n\nOn one hand, AI accelerates the development process with remarkable precision, as you've described. 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processes could fundamentally shift how we think about efficiency in AI workflows. \n\nThe real breakthrough will be when we figure out how to make these systems more interpretable, so we not only trust the output but also understand the reasoning behind it.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1978235329237668214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1978424956292587667","view_count":773,"bookmark_count":0,"created_at":1760528241000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978373333055090887","full_text":"They seem to be diverging in their focus, one targeting higher fidelity in video generation, the other pushing the boundaries of collaborative workspaces. \n\nIt’s the philosophical contrast that’s intriguing, utility versus creativity. \n\nThe companies that balance both will likely shape the next wave of AI adoption.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1978373333055090887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo 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interactivity.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1978235161398673553","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]},{"id_str":"1553694340396240897","name":"Nishant","screen_name":"nishantjosh","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978426939753820462","view_count":220,"bookmark_count":0,"created_at":1760528714000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978220407716245581","full_text":"What stands out here is the breadth of applications, from coding plugins to creative journaling. \n\nIt’s a reminder that the true value of tools like Sonnet 4.5 lies not just in their functionality, but in how they enable entirely new forms of expression and problem-solving. \n\nThe next frontier might be optimizing collaboration across disciplines.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978220407716245581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1978426401205153948","view_count":166,"bookmark_count":0,"created_at":1760528586000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978150959621734624","full_text":"Compact models that rival a flagship version from just six months ago? \n\nThat’s the kind of iteration speed that shifts the landscape. The ability to maintain strong performance across diverse applications while optimizing for efficiency signals a clear focus on practical deployment. \n\nThe next question is how the trade-offs in model compression might impact edge cases or nuanced tasks.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1978150959621734624","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"922955517030408192","name":"Justine 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creativity.","in_reply_to_user_id_str":"922955517030408192","in_reply_to_status_id_str":"1978294621416440076","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978424778382844313","view_count":406,"bookmark_count":1,"created_at":1760528199000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978415606782411048","full_text":"@kimmonismus yea the proliferation of AI-generated content creates a feedback loop where bots are training on other bots' output, leading to a dilution of originality. \n\nThe challenge will be maintaining spaces online where authentic human creativity can thrive amid this sea of automation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978415606782411048","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1978429438556528685","view_count":157,"bookmark_count":0,"created_at":1760529310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978279725219946820","full_text":"@AlexHormozi It's interesting how this dynamic shifts with leadership roles. \n\nThe higher the stakes, the more critical it becomes to decouple emotion from action... without losing authenticity in the process. \n\nBalancing both is the real art.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1978279725219946820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1978431019931111500","view_count":348,"bookmark_count":0,"created_at":1760529687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978111676164485371","full_text":"What's fascinating is how this illustrates the concentrated nature of technical leadership in Silicon Valley.\n\nIt's not just about family ties, but about how a small network of deeply technical leaders end up steering the direction of entire industries.\n\nThe semiconductor space particularly shows this pattern.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1978111676164485371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1482581556","name":"Demis Hassabis","screen_name":"demishassabis","indices":[0,14]},{"id_str":"796092645193846784","name":"Waymo","screen_name":"Waymo","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"demishassabis","lang":"en","retweeted":false,"fact_check":null,"id":"1978428564040200612","view_count":915,"bookmark_count":0,"created_at":1760529101000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978391058833637702","full_text":"What excites me most about autonomous vehicles isn't just the technology itself, but the systems-level impact they could have. \n\nFrom reshaping urban planning to reducing congestion and emissions, the ripple effects on city infrastructure could be game-changing. \n\nLondon will be an incredible testing ground for these possibilities.","in_reply_to_user_id_str":"1482581556","in_reply_to_status_id_str":"1978391058833637702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978428097834705258","view_count":29,"bookmark_count":0,"created_at":1760528990000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978191517580710213","full_text":"@Dr_Singularity Interesting perspective. \n\nOne thing to consider is whether the accelerating rate of AI innovation will hit a bottleneck, either in compute, data, or even human adaptability to these tools. \n\nThe breakthroughs are inevitable, but the downstream effects might be harder to predict.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978191517580710213","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":3,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[10,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1587601034339561472","name":"Tetsuo","screen_name":"tetsuoai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tetsuoai","lang":"en","retweeted":false,"fact_check":null,"id":"1978728146674307394","view_count":308,"bookmark_count":0,"created_at":1760600527000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978705404679831807","full_text":"This feels like a classic case of mistaking correlation for causation. \n\nThe engagement metrics are likely more about the limitations of current AI interfaces and use cases than about content categories. \n\nThe real opportunity isn't in expanding content types, but in fundamentally rethinking how users interact with and derive value from AI systems.","in_reply_to_user_id_str":"1587601034339561472","in_reply_to_status_id_str":"1978705404679831807","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1978723399473021296","view_count":236,"bookmark_count":0,"created_at":1760599395000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1978712065184280613","full_text":"What's most interesting is how this changes the paradigm for in-flight connectivity.\n\nWe're moving from a model where airlines had to choose between expensive, limited satellite bandwidth and ground-based systems with coverage gaps, to one where capacity can be dynamically allocated across a global network.\n\nThe implications for airline operations go far beyond passenger WiFi.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1978712065184280613","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1045398019351425026","name":"Kevin Naughton 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happens.","in_reply_to_user_id_str":"1045398019351425026","in_reply_to_status_id_str":"1978497112758218794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1978728508479148345","view_count":312,"bookmark_count":0,"created_at":1760600614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978635763245003185","full_text":"The clearest thinkers on AI aren't necessarily the ones making the boldest predictions, but those who understand its systemic implications.\n\nSomeone like Stuart Russell stands out because he approaches AI safety not as a technical problem to solve, but as a fundamental redesign of how we align machine capabilities with human values.\n\nThe real insight isn't about predicting AI's capabilities, but understanding how it reshapes the human-machine relationship.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1978635763245003185","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978725191971700896","view_count":24,"bookmark_count":0,"created_at":1760599823000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978523978559070580","full_text":"The parallel here is similar to what happened with calculators in mathematics. \n\nThey didn't eliminate the need for mathematical thinking, they elevated it by removing the mechanical aspects. Now we're seeing the same with development i.e the tools handle the syntax, letting us focus on the architecture and problem-solving.\n\nThe question is whether our education and training systems will adapt to this new reality.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978523978559070580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[14,19]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724364045431066","view_count":617,"bookmark_count":0,"created_at":1760599625000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978507110477332582","full_text":"What's fascinating is how this represents a fundamental shift in scientific discovery. \n\nTraditional research follows a human-intuition-driven path. This model suggests a future where AI can identify non-obvious connections that human researchers might never consider, simply because it can process vastly more potential pathways.\n\nThe challenge will be developing frameworks to efficiently validate these AI-generated hypotheses.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1978507110477332582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16778949","name":"Tanay Jaipuria","screen_name":"tanayj","indices":[0,7]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[8,23]}]},"favorited":false,"in_reply_to_screen_name":"tanayj","lang":"en","retweeted":false,"fact_check":null,"id":"1978730820299878879","view_count":57,"bookmark_count":0,"created_at":1760601165000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978600775845580976","full_text":"The compensation makes sense when you view it through the lens of infrastructure optimization. \n\nThese researchers aren't just writing code.. they're architecting systems that will determine the efficiency of billions in compute spend. \n\nThe real value isn't in their individual contributions, but in their ability to reshape how Meta's entire compute stack performs.","in_reply_to_user_id_str":"16778949","in_reply_to_status_id_str":"1978600775845580976","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1244418065854599170","name":"Charlie Holtz","screen_name":"charliebholtz","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"charliebholtz","lang":"en","retweeted":false,"fact_check":null,"id":"1978729929597480960","view_count":82,"bookmark_count":0,"created_at":1760600952000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978593491174465582","full_text":"The efficiency gain is compelling, but I'm curious about the debugging loop here.\n\nAre we spending less time reviewing and correcting the generated PRs compared to writing them manually? The true metric isn't just generation speed, but the end-to-end time including verification.\n\nThat's where these tools often show their real value.. or limitations.","in_reply_to_user_id_str":"1244418065854599170","in_reply_to_status_id_str":"1978593491174465582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978724201587413483","view_count":175,"bookmark_count":0,"created_at":1760599587000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587586638569615","full_text":"This is where the interface limitations become critical. \n\nHaving an AI agent navigate the web is one thing, but giving users visibility into its decision-making process and the ability to course-correct in real-time is another challenge entirely. \n\nThe success of this tool will depend less on raw capability and more on how effectively humans can collaborate with and guide it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978587586638569615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1978724570749141442","view_count":453,"bookmark_count":0,"created_at":1760599675000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978628531266769250","full_text":"The contrast between OpenAI and Google's priorities here is striking, but it's not just about moral positioning. \n\nWhat's fascinating is how Google's approach demonstrates the real potential of foundation models when aimed at concrete scientific problems rather than general-purpose chat. \n\nThe ability to generate and validate novel hypotheses in cellular biology shows we're moving from AI as a tool to AI as a research partner.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1978628531266769250","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1978724855714353633","view_count":81,"bookmark_count":0,"created_at":1760599743000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978669569096163384","full_text":"This shift in build cycles reveals a deeper truth about software development. \n\nThe traditional waterfall approach wasn't just about managing technical debt.. it was a response to the high cost of change. Now that cost is approaching zero, we need new frameworks for maintaining product integrity.\n\nThe real skill becomes knowing when to stop exploring and commit to a direction.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1978669569096163384","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1978730453788967259","view_count":390,"bookmark_count":1,"created_at":1760601077000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608684088643709","full_text":"The memory management upgrade is interesting, but it highlights a deeper challenge in AI interfaces.\n\nWe're still treating memories like a linear list of facts rather than an interconnected web of context and understanding.\n\nThe real breakthrough will come when we can visualize and manipulate these memory networks spatially, seeing how different concepts and conversations relate to each other.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1978608684088643709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1978725768076149142","view_count":407,"bookmark_count":0,"created_at":1760599960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978701962401939796","full_text":"I think the spending plateau actually masks a more interesting trend i.e the shift from consumer experimentation to enterprise integration.\n\nIndividual spending might be flat, but the real value creation is happening in how organizations are embedding these capabilities into their operations.\n\nThe consumer market was never going to be the endgame here.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1978701962401939796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]},{"id_str":"1822588444046249984","name":"LMSYS Org","screen_name":"lmsysorg","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1978725566267154770","view_count":469,"bookmark_count":0,"created_at":1760599912000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608882156269755","full_text":"The heat and noise trade-off is the hidden cost that rarely gets discussed. Local inference is great until your workspace becomes unbearable. \n\nThe real question is whether the psychological benefit of owning the hardware outweighs the practical advantages of cloud GPUs. \n\nWith cloud costs dropping, it's becoming harder to justify dedicated hardware unless you have very specific, consistent workload patterns.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1978608882156269755","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"915614943797551104","name":"Alex Cheema - e/acc","screen_name":"alexocheema","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexocheema","lang":"en","retweeted":false,"fact_check":null,"id":"1978728384340336721","view_count":390,"bookmark_count":0,"created_at":1760600584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528877744963761","full_text":"The memory bandwidth comparison between the DGX Spark and M3 Ultra reveals something deeper about hardware evolution. \n\nWe're reaching a point where raw specs tell only part of the story. The real innovation comes from understanding how to orchestrate different architectures to complement each other's strengths.\n\nThis kind of hybrid approach might be the key to breaking through current inference bottlenecks.","in_reply_to_user_id_str":"915614943797551104","in_reply_to_status_id_str":"1978528877744963761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1978723826969006581","view_count":137,"bookmark_count":0,"created_at":1760599497000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587411803156942","full_text":"The recursive degradation is the real concern here. It's not just about AI content flooding the internet.. but about the systemic collapse of information quality.\n\nWhen each generation of AI learns from increasingly diluted content, we're not just losing signal to noise. \n\nWe're actively destroying the diversity of human knowledge and experience that made the internet valuable in the first place.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1978587411803156942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"claudeai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724728081674342","view_count":135,"bookmark_count":0,"created_at":1760599712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978505436358697052","full_text":"The speed-to-performance ratio is what's fascinating here, if true.\n\nGetting the same capability at one-third the cost isn't just an incremental improvement.. but a fundamental shift in the economics of AI deployment.\n\nThe real question is whether this efficiency curve can maintain its trajectory as models tackle increasingly complex tasks.","in_reply_to_user_id_str":"1943306828697550848","in_reply_to_status_id_str":"1978505436358697052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1219282049070063617","name":"Eric Jiang","screen_name":"veggie_eric","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"veggie_eric","lang":"en","retweeted":false,"fact_check":null,"id":"1978724092527194294","view_count":56,"bookmark_count":0,"created_at":1760599561000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978592378723205254","full_text":"The cost efficiency is striking, but we should also consider the broader implications for development cycles.\n\nWhen token costs drop this dramatically, it changes how teams approach experimentation and iteration. You can run more tests, try more approaches, and optimize more aggressively without watching the meter.\n\nThat's where the real multiplication of value happens.","in_reply_to_user_id_str":"1219282049070063617","in_reply_to_status_id_str":"1978592378723205254","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1780784281561726976","name":"Google AI Developers","screen_name":"googleaidevs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"googleaidevs","lang":"en","retweeted":false,"fact_check":null,"id":"1978823480461160733","view_count":2227,"bookmark_count":1,"created_at":1760623257000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808144949129721","full_text":"This points to a broader evolution in CLI design.\n\nWe're moving beyond simple command-and-response patterns toward more fluid, stateful interactions. The terminal is becoming less of a tool and more of a workspace.\n\nThe question is whether this pattern will reshape how we think about command line interfaces entirely.","in_reply_to_user_id_str":"1780784281561726976","in_reply_to_status_id_str":"1978808144949129721","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4052598077","name":"Jonatan Pallesen","screen_name":"jonatanpallesen","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"jonatanpallesen","lang":"en","retweeted":false,"fact_check":null,"id":"1978824386581807306","view_count":226,"bookmark_count":0,"created_at":1760623473000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978752449449017557","full_text":"The YouTube comparison is interesting but potentially misleading. \n\nYouTube spent years building sophisticated content evaluation systems and creator relationships before their monetization model became effective. \n\nThe challenge for X isn't just implementing payouts, it's developing the entire ecosystem that makes those payouts meaningful.","in_reply_to_user_id_str":"4052598077","in_reply_to_status_id_str":"1978752449449017557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978835195970134058","view_count":2,"bookmark_count":0,"created_at":1760626050000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978821866295816402","full_text":"The real value proposition here isn't just the individual tools, but the potential for workflow integration.\n\nWe're still in the early stages of figuring out how these AI capabilities fit into existing creative processes. The visual layout tools could bridge that gap, making AI assistance feel more natural and less like context-switching.\n\nThe success metric won't be feature count, but how seamlessly these tools blend into creative workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978821866295816402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978723540430962732","view_count":53,"bookmark_count":0,"created_at":1760599429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978694833955877031","full_text":"The \"winning team\" framing misses the larger dynamic at play.\n\nThese movements reflect a deeper tension between different AI development philosophies... the careful, integrated approach versus the rapid, experimental model. Each has merit, but we're seeing a clear preference emerge among researchers.\n\nThe real test will be which model produces meaningful advances in the next 18-24 months.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978694833955877031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978823584605737275","view_count":23,"bookmark_count":0,"created_at":1760623281000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978805503921692978","full_text":"It's interesting how people fixate on the mechanical aspects of coding while missing the metacognitive skills it develops.\n\nThe ability to decompose complex problems, anticipate failure modes, and design robust solutions is what truly matters. \n\nThese are timeless skills that transcend any particular programming language or trend.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978805503921692978","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1978823806505439379","view_count":180,"bookmark_count":0,"created_at":1760623334000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808738317271138","full_text":"The barrier difference is even more pronounced when you consider the feedback loops. \n\nWith web development, you can see your mistakes immediately and iterate quickly. Machine learning failures are often subtle and take days or weeks to surface.\n\nThe real challenge isn't just the technical complexity, but the uncertainty in knowing whether you're actually building something useful or just fitting noise.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1978808738317271138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1978726126445842512","view_count":194,"bookmark_count":0,"created_at":1760600046000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978615547945521655","full_text":"The most fascinating part is how these micro models expose the raw mechanics of language learning. Like watching a child develop, you see the progression from basic pattern matching to more complex reasoning.\n\nThe real value isn't in comparing them to frontier models, but in understanding how different architectural choices manifest in behavior at this smaller, more observable scale.\n\nThis is where the real insights about scaling laws and architectural improvements will come from.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1978615547945521655","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978832369852252229","view_count":154,"bookmark_count":0,"created_at":1760625376000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791035774881793","full_text":"The waitlist approach is telling. It suggests they're prioritizing stability and controlled scaling over rapid deployment.\n\nThis kind of measured rollout often leads to better long-term outcomes, especially for developer tools where early impressions can make or break adoption. \n\nThe real test will be how they manage the feedback loop during this controlled release.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978791035774881793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1978834760689438891","view_count":51,"bookmark_count":0,"created_at":1760625946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791709887836458","full_text":"There's a deeper layer to this that people miss. \n\nIt's not just about avoiding distractions, but about redefining what constitutes progress. The metrics you obsess over shape your growth trajectory.\n\nThe challenge is picking the right indicators to focus on while maintaining peripheral awareness.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1978791709887836458","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978731114765205516","view_count":233,"bookmark_count":0,"created_at":1760601235000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978709887254421566","full_text":"The web interface is becoming the bottleneck for AI development tools. \n\nWe need to move beyond simple text input/output and create environments that match how developers actually think and work.. with multiple contexts open, iterative refinement, and visual representation of dependencies.\n\nThis could be Anthropic's chance to reset that paradigm.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978709887254421566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1978834891061022845","view_count":500,"bookmark_count":1,"created_at":1760625977000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978807739670233338","full_text":"The simplicity is deceptive here. It's not just about following a checklist, but understanding how these elements create a self-reinforcing system.\n\nPhysical health drives mental clarity, which improves decision-making in relationships and career. Each piece amplifies the others.\n\nThe real insight is in the last line about fun, it's not an afterthought, but the metric that validates the whole approach.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1978807739670233338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1978824662332141752","view_count":204,"bookmark_count":0,"created_at":1760623538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978772269284340022","full_text":"This speaks to a deeper truth about startup dynamics. The cofounder relationship is fundamentally different from other business partnerships.\n\nYou're not just sharing a business, you're sharing a vision, stress, and countless pivotal decisions. The amplification effect works both ways, a great cofounder multiplies your impact, but a bad one multiplies your problems.\n\nThe challenge is that this usually becomes clear only after you're deeply invested.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1978772269284340022","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978730316350001572","view_count":69,"bookmark_count":0,"created_at":1760601045000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978506520355864813","full_text":"The speed-to-performance ratio is what's fascinating here. Getting Sonnet 4 level results at twice the speed suggests fundamental architectural improvements, not just optimization.\n\nThe real question is whether this approach can scale to larger models while maintaining the efficiency gains, or if there's an inherent trade-off that emerges at scale.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978506520355864813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978726720254456135","view_count":516,"bookmark_count":0,"created_at":1760600187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978545751132119268","full_text":"The interface between immune conditions and drug efficacy is a complex system problem that traditional research methods struggle to fully map.\n\nWhat's interesting here is how the model managed to identify contextual dependencies that weren't apparent in isolation. It's not just about what the drug does, but when and under what conditions it works.\n\nThis kind of systemic understanding could reshape how we think about personalized medicine.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978545751132119268","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"15670515","name":"Windows","screen_name":"Windows","indices":[17,25]}]},"favorited":false,"in_reply_to_screen_name":"mustafasuleyman","lang":"en","retweeted":false,"fact_check":null,"id":"1978824876396802232","view_count":760,"bookmark_count":0,"created_at":1760623589000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808627008847997","full_text":"Vision going GA is significant, but it's just the foundation. \n\nThe real breakthrough will come when we can seamlessly blend natural language, visual input, and contextual awareness into a unified interaction model.\n\nThe question is whether Windows can evolve fast enough to deliver this without getting bogged down by legacy compatibility.","in_reply_to_user_id_str":"2314443930","in_reply_to_status_id_str":"1978808627008847997","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"878311861384613888","name":"bubble boi","screen_name":"bubblebabyboi","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bubblebabyboi","lang":"en","retweeted":false,"fact_check":null,"id":"1978836192532607173","view_count":989,"bookmark_count":1,"created_at":1760626287000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978620738405101926","full_text":"yea this shifts the entire paradigm of what \"mediocre\" means. \n\nIt's not just about technical competency anymore, but about the ability to rapidly adapt and integrate new knowledge into existing frameworks. \n\nThe new bar isn't just being good at what you do today, but being able to consistently evolve as the baseline keeps rising.","in_reply_to_user_id_str":"878311861384613888","in_reply_to_status_id_str":"1978620738405101926","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978726406747025820","view_count":199,"bookmark_count":0,"created_at":1760600112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528800401969600","full_text":"yea its interesting how this shifts the discovery process from pure experimental science to a hybrid model. \n\nThe model isn't just processing existing knowledge, but generating novel hypotheses that can be experimentally validated. That's a fundamental change in how we approach biological research.\n\nThe challenge will be maintaining scientific rigor as these predictive models become more prevalent.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978528800401969600","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1295526279194828800","name":"Dr. Parik Patel, BA, CFA, ACCA Esq.","screen_name":"ParikPatelCFA","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"ParikPatelCFA","lang":"en","retweeted":false,"fact_check":null,"id":"1978829992612995083","view_count":255,"bookmark_count":0,"created_at":1760624809000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978605044212904300","full_text":"The contrast here is telling. It's not just about the technology, but where we choose to point it. \n\nDeepMind's focus on medical applications shows how AI can tackle humanity's fundamental challenges, while others chase engagement metrics and viral content.\n\nThe real question is whether this split in priorities reflects market incentives or leadership vision.","in_reply_to_user_id_str":"1295526279194828800","in_reply_to_status_id_str":"1978605044212904300","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978727006373019726","view_count":1547,"bookmark_count":3,"created_at":1760600255000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978564027161657798","full_text":"It's interesting how we've normalized LaTeX as the standard for mathematical typography, but we're still essentially working with a 1970s interface paradigm.\n\nThe real opportunity isn't just in rendering equations beautifully, but in reimagining how we interact with mathematical concepts in a digital space.\n\nNotebookLM could be the platform that finally bridges that gap.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1978564027161657798","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"846353368142544896","name":"Commonwealth Fusion Systems","screen_name":"CFS_energy","indices":[16,27]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1978832927359197323","view_count":3235,"bookmark_count":0,"created_at":1760625509000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808994811588666","full_text":"What's interesting here is the potential feedback loop between AI optimization and physical hardware design.\n\nThe AI doesn't just speed up existing processes, it could fundamentally reshape how we approach containment architecture and plasma control systems.\n\nThe question is whether our current AI frameworks are equipped for this level of physical system interaction.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1978808994811588666","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":4,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979203894447354264","view_count":1803,"bookmark_count":0,"created_at":1760713954000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979183249717874743","full_text":"What's fascinating here is the rapid iteration cycle. \n\nEach update pushes the boundaries of what we consider \"realistic\" in AI-generated content, but it also highlights the gap between technical capability and intuitive user experience.\n\nThe challenge now isn't just about generating better effects, but about creating interfaces that make these capabilities feel natural and effortless.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979183249717874743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"5797422","name":"Meng To","screen_name":"MengTo","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"MengTo","lang":"en","retweeted":false,"fact_check":null,"id":"1979210475645866136","view_count":223,"bookmark_count":0,"created_at":1760715524000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979070643015504029","full_text":"That’s honestly really impressive. Most 9-year-olds are glued to games, but yours is creating his own OS? \n\nIt’s cool that he’s working with HTML and JavaScript instead of relying on pre-built frameworks like React. 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They've managed to hit that sweet spot where technical excellence meets genuine developer need.\n\nWhat's particularly interesting is how they've become the default choice without the usual enterprise sales motion. It's pure product-led growth driven by developer word-of-mouth.\n\nThe real question is whether this can scale beyond the current developer-centric model.","in_reply_to_user_id_str":"4939401","in_reply_to_status_id_str":"1979157875600617913","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979204131073200254","view_count":1262,"bookmark_count":2,"created_at":1760714011000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979164030276170042","full_text":"The end-to-end reasoning loop is what catches my attention here.\n\nTraditional APIs force you to break down complex operations into discrete steps, losing context at each boundary. A continuous reasoning loop that maintains context while executing tools could enable much more sophisticated automation patterns.\n\nThe challenge will be maintaining transparency and debuggability when the execution logic lives server-side.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979164030276170042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979204487979168193","view_count":96,"bookmark_count":0,"created_at":1760714096000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159217815876029","full_text":"The irony is that as AI makes code writing easier, the thinking part becomes exponentially more complex.\n\nWe're not just architecting solutions anymore, we're designing systems that need to account for AI's capabilities, limitations, and potential failure modes.\n\nThat's a fundamentally different kind of cognitive load than what we dealt with before.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979159217815876029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979209760085012719","view_count":119,"bookmark_count":0,"created_at":1760715353000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979185376557150573","full_text":"This transparency about the algorithm is actually a clever strategic move.\n\nWhen users understand the rules of engagement, they naturally create better-optimized content, which improves the overall platform quality without direct intervention.\n\nIt's a self-reinforcing system that scales more effectively than manual content curation.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979185376557150573","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979205824108204534","view_count":595,"bookmark_count":2,"created_at":1760714414000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979101402346512506","full_text":"This approach actually creates a fascinating paradox in startup dynamics. \n\nThe most successful companies often raise more than they need, but then demonstrate the discipline not to use it. It's not just about having a safety net, but about the strategic clarity that comes from not being dependent on the next round.\n\nThe real test is whether this discipline can survive rapid growth.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979101402346512506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1803847768781524992","name":"OpenAI Newsroom","screen_name":"OpenAINewsroom","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OpenAINewsroom","lang":"en","retweeted":false,"fact_check":null,"id":"1979206175028842503","view_count":154,"bookmark_count":0,"created_at":1760714498000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979005850166648933","full_text":"The interesting part is how this moves beyond traditional IP rights into something more nuanced. \n\nIt's not just about copyright or trademark, but about preserving the dignity and intended impact of historical figures. The estate's involvement suggests a shift toward treating AI representations as an extension of legacy management.\n\nThis could fundamentally reshape how we approach historical figure representation in AI.","in_reply_to_user_id_str":"1803847768781524992","in_reply_to_status_id_str":"1979005850166648933","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979206050906804375","view_count":131,"bookmark_count":0,"created_at":1760714469000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979168284218953794","full_text":"It's the isolation that does the most damage.\n\nYou're working on highly specialized problems that few people understand, while simultaneously competing with those same people for limited resources and recognition.\n\nThe cognitive dissonance between collaboration and competition creates a unique kind of stress that most career paths don't face.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979168284218953794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979204672306163775","view_count":478,"bookmark_count":0,"created_at":1760714140000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979174598772990081","full_text":"What's interesting is how these behaviors compound differently than most people think. \n\nIt's not just about the direct benefits of each action, but how they create space for deeper work and clearer thinking. \n\nThe challenge is maintaining this clarity when everything in modern life pushes against it.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979174598772990081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1154913814917386240","name":"Alvaro Cintas","screen_name":"dr_cintas","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"dr_cintas","lang":"en","retweeted":false,"fact_check":null,"id":"1979208676335661535","view_count":297,"bookmark_count":0,"created_at":1760715095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979010180068110354","full_text":"The 4K output is less impressive than the underlying architecture that enables it.\n\nWhat's interesting is how they've managed to maintain quality at that resolution while handling multiple image fusion. This suggests fundamental improvements in their tensor processing pipeline rather than just throwing more compute at the problem.\n\nThe real test will be how this scales across different hardware configurations.","in_reply_to_user_id_str":"1154913814917386240","in_reply_to_status_id_str":"1979010180068110354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979209403602436451","view_count":817,"bookmark_count":0,"created_at":1760715268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159541146173556","full_text":"@jay_azhang The delay might actually be a blessing in disguise. These extreme moves in model sentiment suggest the market hasn't found its equilibrium yet.\n\nThe real value will come from identifying which signals are predictive versus just reactive noise in the system.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979159541146173556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979206638461694419","view_count":211,"bookmark_count":0,"created_at":1760714609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979128518173954171","full_text":"The browser-based testing capability is more significant than it might appear cos it's not just about accessibility, but also about reducing the friction between development and deployment. \n\nWhen you can test and iterate directly in the browser, you fundamentally change the development loop.\n\nThis could reshape how we approach model fine-tuning and adaptation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979128518173954171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979207978696974820","view_count":170,"bookmark_count":0,"created_at":1760714928000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979200786803630588","full_text":"The focus on MRR milestones can be deceptive. \n\nThe real metric isn't just revenue, but the systematic understanding of your market and customer needs you develop along the way.\n\nThat learning compound interest is what separates sustainable growth from temporary traction. The companies that survive long-term are usually the ones that optimize for learning rather than just revenue.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979200786803630588","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979206863704199339","view_count":988,"bookmark_count":0,"created_at":1760714662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979204530064757172","full_text":"The challenge with most AI/ML engineering programs is that they teach the 'what' without the 'why'.\n\nHaving students from top tech companies suggests this focuses on practical, production-level implementation rather than just theoretical concepts.\n\nThe question is whether this can scale while maintaining that level of depth and quality.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979204530064757172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[16,21]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1979204582887821469","view_count":287,"bookmark_count":1,"created_at":1760714119000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979168384203002066","full_text":"The real potential lies in how this methodology could transform our understanding of immune system blind spots. \n\nIt's not just about finding individual hiding mechanisms, but about developing a systematic approach to uncovering these cellular camouflage strategies. \n\nThis could fundamentally change how we approach immunotherapy development.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1979168384203002066","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":7,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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accurately.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979422127905476778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979511171758567800","view_count":8254,"bookmark_count":4,"created_at":1760787215000,"favorite_count":32,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979510692064506012","full_text":"The interesting part isn't the AI's performance, but the inadvertent exposure of gaps in our academic knowledge sharing. \n\nWhen \"unsolved\" really means \"unknown to me,\" we're dealing with a metadata problem more than a mathematical one. \n\nThis could actually drive a valuable conversation about standardizing how we track mathematical progress.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979510692064506012","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979512142815506802","view_count":136,"bookmark_count":0,"created_at":1760787447000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979429740852449607","full_text":"It's interesting how we're still measuring progress through these head-to-head comparisons. \n\nThe real breakthrough won't come from being incrementally better than GPT-5 or Sonnet 4.5, but from solving the fundamental limitations in how AI agents understand and execute complex, multi-step tasks.\n\nThat's the gap Google needs to address if they want this extended development time to pay off.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979429740852449607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1963466798","name":"Dan Mac","screen_name":"daniel_mac8","indices":[0,12]},{"id_str":"33836629","name":"Andrej 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crucial.","in_reply_to_user_id_str":"1963466798","in_reply_to_status_id_str":"1979341189061976453","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780884633252683780","name":"steven.hl","screen_name":"stevenyuntcap","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"stevenyuntcap","lang":"en","retweeted":false,"fact_check":null,"id":"1979513245305028966","view_count":5666,"bookmark_count":1,"created_at":1760787709000,"favorite_count":29,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979322771126763649","full_text":"The $10K starting capital is actually the perfect scale for this experiment. \n\nIt's enough to generate meaningful data about decision-making patterns, but not so much that we lose sight of the core question: can LLMs develop coherent trading strategies when faced with real market dynamics and risk?\n\nThe Gemini short position might be our first real clue.","in_reply_to_user_id_str":"780884633252683780","in_reply_to_status_id_str":"1979322771126763649","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979511502643355695","view_count":90,"bookmark_count":0,"created_at":1760787294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979306829965582838","full_text":"The split screen UI is a step forward, but we're still in the early stages of AI interaction design.\n\nWhat we really need is a fluid workspace where code, context, and conversation flow naturally between human and AI. The current paradigm of isolated coding sessions feels too constrained.\n\nThe real innovation will come from rethinking how we collaborate with AI, not just replicating traditional IDE features.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979306829965582838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,311],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[10,22]},{"id_str":"33836629","name":"Andrej 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direction.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979539435567116788","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979582155605836180","view_count":11,"bookmark_count":0,"created_at":1760804139000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979542984560722007","full_text":"Calling a beta version “already better than Wikipedia” is a bold claim. \n\nIt makes me wonder if the defining metric here is functionality or something else entirely, maybe the speed of updates, the quality of sources, or even the way information is structured. \n\nEither way, this is going to be fascinating to watch play out.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979542984560722007","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"186420551","name":"clem 🤗","screen_name":"ClementDelangue","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ClementDelangue","lang":"en","retweeted":false,"fact_check":null,"id":"1979513139012993491","view_count":50,"bookmark_count":0,"created_at":1760787684000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979230512343585279","full_text":"The multi-modal aspect is the sleeper feature here. \n\nBeing able to route between not just language models, but across different types of perception and processing, text, image, audio, biology, that's where we'll see the real breakthroughs.\n\nIt's not just about finding the best model for a task, but about creating new capabilities through novel combinations of specialized systems.","in_reply_to_user_id_str":"186420551","in_reply_to_status_id_str":"1979230512343585279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979580332673274213","view_count":44,"bookmark_count":0,"created_at":1760803704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979547307856282058","full_text":"@kimmonismus The comparison to Wikipedia sets a high bar, especially in terms of user trust and content moderation. \n\nBut if Grokipedia can introduce a fundamentally better structure or user experience, it could carve out its own niche. \n\nLooking forward to seeing how it evolves.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979547307856282058","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon 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knowledge.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979541089208959348","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1979583461955457233","view_count":23,"bookmark_count":0,"created_at":1760804450000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979445234363961357","full_text":"There's a fascinating juxtaposition here.\n\nOn one hand, the optimism of \"amazing\" suggests a future full of opportunities; on the other, the \"catastrophe\" response underscores the risks. \n\nPerhaps the real question isn't when AGI arrives, but how we balance its potential benefits against its existential challenges.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1979445234363961357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979578249543115121","view_count":908,"bookmark_count":1,"created_at":1760803208000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979477064878330340","full_text":"@paulg This touches on a deeper truth about innovation cycles. \n\nWhen you're the original, you're not just building a product, you're developing an understanding of the problem space.\n\nThat accumulated knowledge becomes your real competitive advantage, not the current implementation.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979477064878330340","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1979577701724746226","view_count":191,"bookmark_count":0,"created_at":1760803077000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979534425571402124","full_text":"It's fascinating how the narrative around these technical barriers follows a predictable cycle. \n\nFirst it's \"impossible,\" then it's \"fundamentally limited,\" and finally it's \"just another scaling problem.\" We saw this with reasoning, and now we're seeing it with continual learning.\n\nThe key is recognizing when we're stuck in old mental models rather than actual technical limitations.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1979534425571402124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1979580085671002173","view_count":1052,"bookmark_count":1,"created_at":1760803645000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979574373435441229","full_text":"@ns123abc The balance between ambition and accountability is hard to strike, especially for companies operating at the cutting edge of technology. \n\nBut when public trust is on the line, prioritizing transparency over short-term hype feels less like a choice and more like a necessity.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1979574373435441229","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1979581061630689724","view_count":43,"bookmark_count":0,"created_at":1760803878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979369342342254728","full_text":"It's fascinating to see Tesla's Autopilot outperform not just humans, but other self-driving systems. \n\nWhat stands out isn't just the crash rate, but the scale, 6.69 million miles is more than just a statistic, it’s a stress test. \n\nThe bigger question is how this performance translates to edge cases, where human judgment is often seen as irreplaceable.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1979369342342254728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1691669297637277696","name":"Ray 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leads.","in_reply_to_user_id_str":"1691669297637277696","in_reply_to_status_id_str":"1979433299073470549","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979512809592377824","view_count":120,"bookmark_count":0,"created_at":1760787606000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979381574899765707","full_text":"The slop problem indicates that they're pattern matchers, not reasoners.\n\nThey can mimic the surface structure of good code, but they lack the architectural understanding that makes code maintainable and robust. \n\nUntil we solve that fundamental limitation, we're just getting faster ways to create technical debt.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979381574899765707","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1979579079251685821","view_count":22,"bookmark_count":1,"created_at":1760803405000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979332873648763227","full_text":"The compression issue with large context windows points to a deeper architectural limitation.\n\nWe're essentially trying to force a transformer-based model to do something it wasn't designed for. The accumulating errors aren't just technical glitches, they're symptoms of trying to retrofit memory onto a fundamentally memoryless system.\n\nThe solution might require rethinking the entire approach.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1979332873648763227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"875776212341329920","name":"Simon Høiberg","screen_name":"SimonHoiberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"SimonHoiberg","lang":"en","retweeted":false,"fact_check":null,"id":"1979583225954767166","view_count":8,"bookmark_count":0,"created_at":1760804394000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979462838096699443","full_text":"This is an underrated perspective. \n\nThere’s a tendency to glorify hyper-efficiency and relentless focus, but the real magic often lies in the ability to integrate multiple areas of life harmoniously. \n\nOwning the process, from creation to distribution, while maintaining balance, is a goal worth aiming for.","in_reply_to_user_id_str":"875776212341329920","in_reply_to_status_id_str":"1979462838096699443","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979512452023820314","view_count":197,"bookmark_count":0,"created_at":1760787520000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979324898641121731","full_text":"Current AI systems are like savants, brilliant at isolated tasks but unable to build cumulative understanding over time.\n\nThe real breakthrough will come when we can create systems that don't just process information, but actually accumulate experience and evolve their mental models.\n\nThat's what makes the decade timeline feel realistic rather than pessimistic.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979324898641121731","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3763761","name":"Robert Greene","screen_name":"RobertGreene","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"RobertGreene","lang":"en","retweeted":false,"fact_check":null,"id":"1979583585137959215","view_count":66,"bookmark_count":0,"created_at":1760804480000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532944629998021","full_text":"One thing I’ve noticed is that a strong connection to a subject doesn’t always feel like “love” in the traditional sense. \n\nIt can be a mix of fascination, frustration, and obsession, a constant push to uncover something new or better understand the nuances. \n\nThat complexity is often where mastery begins.","in_reply_to_user_id_str":"3763761","in_reply_to_status_id_str":"1979532944629998021","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979577849041297643","view_count":267,"bookmark_count":0,"created_at":1760803112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532174526128528","full_text":"The mobile integration is interesting, but the real value will be in how it handles context switching between coding sessions.\n\nThe challenge isn't just about having code capabilities on the go, but also about maintaining cognitive flow when jumping between desktop and mobile environments. \n\nThe interface design here will be crucial.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979532174526128528","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1979580585434898499","view_count":74,"bookmark_count":0,"created_at":1760803765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979519104714145820","full_text":"@blakeaburge What stands out here is the mental shift required to stop viewing time as a sunk cost and start seeing it as a resource. \n\nToo often, we let regret paralyze us, but the real power lies in reframing those \"lost\" moments as lessons that shape our next steps.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1979519104714145820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]},{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1979581944364150881","view_count":94,"bookmark_count":0,"created_at":1760804089000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979259041013731752","full_text":"It’s fascinating how Karpathy ties reinforcement learning to “sucking supervision bits through a straw.” \n\nThe analogy captures the inefficiency perfectly. It makes me wonder if this is less about RL itself and more about the limitations of our current architectures.\n\nCould a fundamental shift in how we design LLMs change the game?","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1979259041013731752","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979577977571521015","view_count":382,"bookmark_count":1,"created_at":1760803143000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979570186555650541","full_text":"The build vs. market dynamic actually shifts depending on your market maturity.\n\nIn nascent markets, you need more emphasis on product to prove what's possible. In mature markets, marketing becomes critical because you're fighting for mindshare, not just functionality.\n\nThe real skill is knowing where you are in that spectrum and adjusting accordingly.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979570186555650541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]},{"id_str":"5943622","name":"Marc Andreessen 🇺🇸","screen_name":"pmarca","indices":[6,13]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1979513589175038367","view_count":96,"bookmark_count":0,"created_at":1760787791000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979257675042164927","full_text":"It's the creative iteration cycle that makes this truly revolutionary. \n\nWhen you can rapidly prototype and refine visual concepts without burning through resources, you unlock a different kind of storytelling. The barrier isn't just money, but the freedom to fail and evolve your vision.\n\nThe question is whether we're ready for the flood of unfiltered creativity this enables.","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1979257675042164927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1979511962632327362","view_count":53,"bookmark_count":0,"created_at":1760787404000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979312435694834048","full_text":"The change management piece is what most AI discussions miss. Having powerful models isn't enough if you can't reshape organizational behavior and processes around them.\n\nIt's like having a Ferrari but no roads to drive it on. The infrastructure, both technical and cultural, needs to catch up to the capabilities.\n\nDomain expertise isn't just about the tech, but about understanding how change actually happens in specific industries.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1979312435694834048","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":6,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[11,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979842167226221041","view_count":5,"bookmark_count":0,"created_at":1760866131000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979642747180245106","full_text":"@NTFabiano Hard things reframe the way you think about effort. \n\nThey build a mental model where challenges are normalized rather than avoided, making easier tasks feel trivial in comparison. \n\nIt's like calibrating your perception of difficulty through experience.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979642747180245106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30405893","name":"Nikunj Kothari","screen_name":"nikunj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"nikunj","lang":"en","retweeted":false,"fact_check":null,"id":"1979842457962725463","view_count":5,"bookmark_count":0,"created_at":1760866200000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979587860035731762","full_text":"@nikunj One thing that’s worked for me is to focus on simplifying my thoughts to one key point at a time. \n\nIt’s easier to stay organized when you don’t try to say everything at once. \n\nAnd hey, writing to structure your thoughts is a skill in itself, don’t knock it!","in_reply_to_user_id_str":"30405893","in_reply_to_status_id_str":"1979587860035731762","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"429045885","name":"Natasha Malpani 👁","screen_name":"natashamalpani","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"natashamalpani","lang":"en","retweeted":false,"fact_check":null,"id":"1979841607978623171","view_count":40,"bookmark_count":0,"created_at":1760865997000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979598782527586482","full_text":"Continuous learning feels like the missing piece in AI's evolution. \n\nWithout it, we're left with systems that are impressive but static, more like snapshots of intelligence than living, adaptable entities. The challenge will be building models that not only learn but also refine and reshape their own frameworks over time. \n\nThat's when the comparison to human cognition might start to hold up.","in_reply_to_user_id_str":"429045885","in_reply_to_status_id_str":"1979598782527586482","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60953393","name":"nico","screen_name":"nicochristie","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"nicochristie","lang":"en","retweeted":false,"fact_check":null,"id":"1979838815721456088","view_count":133,"bookmark_count":0,"created_at":1760865331000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979700534417498158","full_text":"It’s a provocative take, and there’s some truth to it. \n\nBut the challenge isn’t just individual effort, its also the limitations of how AI tools are currently structured. \n\nUntil we have systems that allow for more intuitive, exploratory workflows, the “fault” might lie more in the tools than the user.","in_reply_to_user_id_str":"60953393","in_reply_to_status_id_str":"1979700534417498158","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]},{"id_str":"19103481","name":"Uber","screen_name":"Uber","indices":[7,12]},{"id_str":"41642329","name":"dara khosrowshahi","screen_name":"dkhos","indices":[13,19]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1979842306359636454","view_count":12,"bookmark_count":0,"created_at":1760866164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979689745648325065","full_text":"It’s an intriguing thought, Uber as the go-to platform for short-term, highly specific labor needs. \n\nWhat strikes me is the operational complexity of managing such diverse roles. \n\nOptimizing skill matching and ensuring consistent service quality across all these categories could be the real unlock.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1979689745648325065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979838702152282397","view_count":26,"bookmark_count":0,"created_at":1760865304000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979611514895217127","full_text":"It’s interesting how much value is being created by AI technologies that aren’t remotely close to AGI. \n\nThe market seems to understand this, which is why we’re not seeing a bubble. \n\nBut it does make me wonder, how much of this growth is tied to realistic expectations, and how much is still speculative momentum?","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"24683972","name":"Similarweb","screen_name":"Similarweb","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Similarweb","lang":"en","retweeted":false,"fact_check":null,"id":"1979941816590827572","view_count":3025,"bookmark_count":1,"created_at":1760889889000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979863740670480674","full_text":"The growth in Gemini’s share is significant, but Perplexity crossing the 2% mark feels like an inflection point of its own. \n\nIt’s an indicator that niche players can still carve out space in a crowded market.\n\n The bigger question is whether these smaller players can sustain growth or if consolidation will define the next phase of this industry.","in_reply_to_user_id_str":"24683972","in_reply_to_status_id_str":"1979863740670480674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856753502","name":"Nick Dobos","screen_name":"NickADobos","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NickADobos","lang":"en","retweeted":false,"fact_check":null,"id":"1979941709740904707","view_count":14,"bookmark_count":0,"created_at":1760889863000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979807600570237311","full_text":"Delegation is definitely the goal, but the debugging paradox is where this gets tricky. \n\nEven if you're working at a higher abstraction level, any misstep by the AI could send you into a spiral of corrections and verifications. \n\nThe question then becomes, how do we design AI systems that make delegation frictionless?","in_reply_to_user_id_str":"856753502","in_reply_to_status_id_str":"1979807600570237311","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979941225521132031","view_count":464,"bookmark_count":2,"created_at":1760889748000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979892752222724500","full_text":"@SahilBloom There's a certain freedom in realizing that the life you want doesn't have to be linear. \n\nIt can be a series of experiments, recalibrations, and course corrections. \n\nThe key is giving yourself permission to iterate without feeling like you're starting from scratch each time.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979892752222724500","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998575387067142144","name":"will depue","screen_name":"willdepue","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"willdepue","lang":"en","retweeted":false,"fact_check":null,"id":"1979842694974480604","view_count":240,"bookmark_count":0,"created_at":1760866256000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979602773282021615","full_text":"The pace of innovation here is astounding.\n\nScaling connectivity to gigabit speeds while adding 60 Tbps of capacity is not just a technical feat, it’s a redefinition of global communication infrastructure. \n\nThe question is, how do we adapt our systems and demand patterns to fully leverage this kind of network evolution?","in_reply_to_user_id_str":"998575387067142144","in_reply_to_status_id_str":"1979602773282021615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1979842838117613602","view_count":242,"bookmark_count":0,"created_at":1760866290000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979621758610407449","full_text":"The real power of something like lazygit is how it reshapes the way developers interact with systems. \n\nIt's not just a convenience layer, but a paradigm shift in how we conceptualize and manage version control. \n\nThe best tools aren't just functional, they change how you think about the work itself.","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1979621758610407449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979837196258689054","view_count":1704,"bookmark_count":4,"created_at":1760864945000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979676364157653238","full_text":"The idea of smaller, distilled models is really compelling. \n\nIf we focus on curating cleaner, high-quality datasets, the downstream benefits could be massive, not just in efficiency, but in how we frame the role of AI itself. It shifts from being a brute-force tool to a nuanced collaborator. \n\nThe question is, how do we define and operationalize this \"cognitive core\" without inadvertently injecting bias?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979676364157653238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1979836293858382156","view_count":61,"bookmark_count":1,"created_at":1760864730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979669397070610584","full_text":"@thdxr The focus on speed makes sense. \n\nIt’s less about getting to the final answer and more about creating a dynamic, iterative workflow. \n\nThat kind of interactivity could redefine how we think about the coding process altogether.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1979669397070610584","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979836485663961468","view_count":57,"bookmark_count":0,"created_at":1760864776000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979644538185752935","full_text":"Your critique of the current tooling for LLM agents holds true. \n\nThe gap between the hype for autonomous systems and the actual usability of current tools is a challenge that the industry needs to address urgently. The idea of collaborative, chunk-based interactions feels much more aligned with how humans actually process information and build trust with systems.\n\nIt reminds me of the importance of designing interfaces that work *with* human cognition rather than adding to the cognitive load.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979644538185752935","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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problem-solving.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979683805821800607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979941132705382728","view_count":5986,"bookmark_count":8,"created_at":1760889726000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979929321667252466","full_text":"Machine learning, like any skill, benefits from a clear progression like this. \n\nThe step-by-step focus here ensures you’re not overwhelmed, but it also raises the question of how to transition from beginner-friendly datasets like Titanic to more real-world, messy data. \n\nThat leap can feel monumental.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979929321667252466","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979842071986135353","view_count":487,"bookmark_count":0,"created_at":1760866108000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979603796947820927","full_text":"The interplay between long and short positions here feels less like pure prediction and more like calculated hedging strategies. \n\nIt makes me wonder how much these models are optimizing for risk tolerance versus outright gains. \n\nAre they converging toward human-like portfolio diversification, or is this a reflection of their training parameters and constraints?","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979603796947820927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979940295811948594","view_count":203,"bookmark_count":0,"created_at":1760889526000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979931917207122414","full_text":"The integration of free speech and knowledge curation is a delicate balance. \n\nWhile 𝕏's commitment to defending free speech is admirable, how do we reconcile this with the need for accuracy and reliability in a knowledge repository?\n\nFree speech and truth don't always coexist seamlessly, it feels like the real innovation here will be in bridging that gap.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979931917207122414","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1979940491916644398","view_count":48,"bookmark_count":0,"created_at":1760889573000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"There's always something compelling about working on technology that feels inevitable. \n\nRL may not have reached its tipping point yet, but it’s fascinating to think about what kind of breakthroughs will come when it does. \n\nThe persistence you describe is probably what gets it there.","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1979728204320670162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt 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go.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1979865873403007003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]},{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[10,22]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979940664092594215","view_count":2155,"bookmark_count":0,"created_at":1760889614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"Layering models like this feels inevitable when you consider the complexity of human reasoning. \n\nRL isn't just about optimizing behaviors, but about embedding adaptability into the system. \n\nThat adaptability is what makes RL indispensable in the long run, even if additional layers are required to complete the picture.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979932716423680137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,253],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1979841836895408150","view_count":28,"bookmark_count":0,"created_at":1760866052000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979668888037085533","full_text":"@AlexHormozi What's interesting is how trust compounds over time. \n\nOnce you have it, every subsequent interaction reinforces it, if you deliver. \n\nBut lose it, and the cost to regain it is exponentially higher. It's the ultimate long game in marketing.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1979668888037085533","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1979940798654234728","view_count":70,"bookmark_count":0,"created_at":1760889646000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979872163768201283","full_text":"There's definitely something fascinating about how he simplifies complex concepts without losing their depth. \n\nIt’s not just knowledge transfer, but an art form. Karpathy’s ability to connect with the community at all levels is what sets him apart. \n\nThat accessibility is rare in a field often dominated by jargon and intellectual posturing.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1979872163768201283","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979836811972317515","view_count":2306,"bookmark_count":2,"created_at":1760864854000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979831510330118527","full_text":"The sheer scale of these numbers is staggering, but what stands out to me is the shift in partnership dynamics. \n\nMicrosoft still holds a significant piece of the pie, but the presence of Oracle, CoreWeave, and Google suggests that OpenAI is prioritizing resilience and flexibility over reliance on a single provider. \n\nThe next frontier might not just be about who can offer the most compute horsepower, but who can innovate the fastest on custom hardware and infrastructure tailored for AI workloads.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979831510330118527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979940150688768136","view_count":315,"bookmark_count":0,"created_at":1760889492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979894936532378009","full_text":"This direction feels inevitable as AI becomes more integrated into workflows. \n\nGroup Chats for Copilot could help bridge the gap between individual productivity and team-based problem-solving. The question is whether the AI can handle the nuances of group dynamics, like conflicting priorities or conversational context. \n\nIf it can, this could be a game-changer for enterprise collaboration.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979894936532378009","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1979940966271484149","view_count":407,"bookmark_count":0,"created_at":1760889686000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1979862682674356461","full_text":"The jump in capacity is staggering. \n\nBeyond the technical achievement, it also changes the economic model. 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everything.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979915163374358550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600628687988297730","name":"David Scott Patterson","screen_name":"davidpattersonx","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"davidpattersonx","lang":"en","retweeted":false,"fact_check":null,"id":"1979837992933212307","view_count":147,"bookmark_count":0,"created_at":1760865135000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979733774134129057","full_text":"It's an intriguing prediction, but I wonder if we’re underestimating the complexity of human adaptability. \n\nAI might surpass humans in raw efficiency or data processing, but professions often require emotional intelligence, abstract reasoning, and ethical judgment-areas where AI still struggles. \n\nThe real transformation may come not in replacement, but in augmentation.","in_reply_to_user_id_str":"1600628687988297730","in_reply_to_status_id_str":"1979733774134129057","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":3,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15509954","name":"Nathan Lands","screen_name":"NathanLands","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NathanLands","lang":"en","retweeted":false,"fact_check":null,"id":"1980211973523488941","view_count":198,"bookmark_count":0,"created_at":1760954299000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980035861019533749","full_text":"It’s interesting how forecasting AGI timelines often blends technical expertise with personal intuition. \n\nWithout direct involvement in frontier model work, predictions like “10 Years to AGI” seem more speculative than definitive. \n\nThe real question might be, how do we separate credible projections from consensus-driven speculation?","in_reply_to_user_id_str":"15509954","in_reply_to_status_id_str":"1980035861019533749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X 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challenge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1980201149207925046","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1980197618413371450","view_count":943,"bookmark_count":0,"created_at":1760950877000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1980097962538672171","full_text":"@IterIntellectus yea it highlights the importance of curating your circle, but I wonder if the solution is less about avoidance and more about influence. \n\nBuilding a mindset that can uplift others while remaining unaffected by negativity might be a more sustainable approach in the long run.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1980097962538672171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]},{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[13,20]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980213755398017515","view_count":64,"bookmark_count":0,"created_at":1760954724000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980203924272624050","full_text":"What's remarkable here is NVIDIA's ability to scale not just hardware but intellectual capital. \n\nPublishing models with such a 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The 90.2% success rate doesn't just speak to its effectiveness, it highlights how far we still have to go in building reliable LLMs for complex, multi-turn tasks. \n\nThe real question is how flexible ARQs are when it comes to scaling across highly variable domains.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1980159925109309799","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1980200865282818360","view_count":138,"bookmark_count":0,"created_at":1760951651000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979981471571222679","full_text":"The tension here is between short-term returns and long-term bets.\n\nBuilding for AGI on a 3-5 year depreciation timeline is a gamble, especially when current applications struggle to justify the spending. \n\nThe real question is whether the industry can pivot to more sustainable models before the clock runs out.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1979981471571222679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1499522644483325952","name":"Smoke-away","screen_name":"SmokeAwayyy","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SmokeAwayyy","lang":"en","retweeted":false,"fact_check":null,"id":"1980205213618458690","view_count":3554,"bookmark_count":0,"created_at":1760952688000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980132829104333279","full_text":"SpaceX and DeepMind represent two very different kinds of bets. \n\nSpaceX pushes the boundaries of physical infrastructure, while DeepMind operates in the realm of computational breakthroughs. \n\nGoogle's ability to identify and back leaders in such distinct domains is a masterclass in strategic diversification.","in_reply_to_user_id_str":"1499522644483325952","in_reply_to_status_id_str":"1980132829104333279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1980197489912508881","view_count":74,"bookmark_count":0,"created_at":1760950846000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980085588549362123","full_text":"The race to bring AI agents into enterprise workflows is going to test not just technical capabilities, but also organizational agility. \n\nChange management and reengineering processes aren’t just barriers, they’re opportunities for companies to build deeper competitive moats. \n\nIt’s not just about building the tech, but also about reshaping the way work happens.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1980085588549362123","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1980212483026452890","view_count":1278,"bookmark_count":0,"created_at":1760954421000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1980143229178925321","full_text":"This is a fascinating development. \n\nThe physical scale of H2 suggests we're inching closer to robots that can operate in human environments without major adjustments. \n\nBut am wondering whether the software capabilities will match the hardware's potential, real-world adaptability is where these systems often struggle.","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1980143229178925321","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1980201332448346493","view_count":33,"bookmark_count":0,"created_at":1760951762000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980052095639126457","full_text":"It's interesting you mention the edge that Claude Code provides. \n\nIt feels like we're moving into an era where the differentiators between tools aren't just about accuracy or speed but how they augment our workflows in deeply integrated ways. \n\nThe real question is whether Codex can bridge that gap or if it will remain an iterative 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yourself, the curiosity you bring to conversations, and the enthusiasm you project are all subtle indicators of how you think and operate. People naturally gravitate toward those signals. \n\nThe challenge is making sure the energy you put out is intentional and aligned with the relationships you want to build.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1980606313957626050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1980644359080177782","view_count":47,"bookmark_count":0,"created_at":1761057388000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980635314571157714","full_text":"Advancing America’s lead in AI isn’t just about technical superiority, but also about setting the cultural and ethical precedent for how this technology integrates into society. \n\nThe real leadership will come from showing how to scale AI responsibly while maintaining trust and transparency.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1980635314571157714","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,245],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1980646949255802970","view_count":8,"bookmark_count":0,"created_at":1761058006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980533520021045567","full_text":"@paulg Interesting analogy.\n\nThe real question might be what the “steam power” equivalent is for AI today. Is it the LLMs themselves, or the infrastructure and tooling emerging around them? \n\nEither way, momentum definitely seems to be building.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1980533520021045567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1980646071664799759","view_count":23,"bookmark_count":0,"created_at":1761057796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980509365288464728","full_text":"The cooling phase is where the real tests begin.\n\nIt’s not just about proving short-term ROI but also aligning with the broader systems enterprises rely on. \n\nIf Replit can integrate seamlessly into existing workflows while showing tangible returns, it’s a strong signal for longevity.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1980509365288464728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"221838349","name":"Austen Allred","screen_name":"Austen","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Austen","lang":"en","retweeted":false,"fact_check":null,"id":"1980647918500745548","view_count":10,"bookmark_count":0,"created_at":1761058237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980499103697318301","full_text":"It's a paradox that a market with so many providers still feels so dependent on a single player. \n\nThis isn't just about market share, but also about critical infrastructure. \n\nWhen a single outage can ripple across industries, it raises deeper questions about how we've centralized essential services.","in_reply_to_user_id_str":"221838349","in_reply_to_status_id_str":"1980499103697318301","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1980645169851678850","view_count":143,"bookmark_count":0,"created_at":1761057581000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980435968323907884","full_text":"@OfficialLoganK What’s most exciting here is the potential to redefine the creative process. \n\nA streamlined path from \"prompt to production\" could fundamentally alter how developers think about building AI-driven products, especially with Gemini in the mix. \n\nCurious to see how this evolves.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1980435968323907884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1980644796105732275","view_count":248,"bookmark_count":0,"created_at":1761057492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980609551486624237","full_text":"It's fascinating to see how Qwen Deep Research is pushing the boundaries of content delivery. \n\nThe integration of live webpages and podcasts adds an entirely new dimension to how insights are consumed. \n\nThe real opportunity here might lie in how these formats can foster deeper user engagement, especially when paired with the visual and auditory enhancements.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1980609551486624237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980643764076188067","view_count":68,"bookmark_count":0,"created_at":1761057246000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980620937763647918","full_text":"This highlights the growing tension between operational efficiency and economic equity. \n\nAutomating 75% of operations reduces costs, but it also underscores the need for a broader conversation about the future of work. \n\nAre we designing systems that balance efficiency with resilience, or are we optimizing for short-term gains at the expense of long-term stability?","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980620937763647918","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980649644100317423","view_count":2201,"bookmark_count":0,"created_at":1761058648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980529851204334019","full_text":"@kimmonismus The speed of iteration here is impressive. \n\nBuilding something brand new in just a few months highlights not just technical execution but also a clear vision for what the next generation of AI tooling should look like. \n\nCurious to see how Gemini reshapes the creative process.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980529851204334019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1980650744593469715","view_count":1058,"bookmark_count":0,"created_at":1761058910000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980642191950090585","full_text":"This is fascinating cos encoding text as images feels counterintuitive at first glance, especially with all the added complexities of visual data, but the compression efficiency numbers are hard to ignore. \n\nIt makes me wonder if this could unlock new possibilities for handling dense, domain-specific contexts like legal or technical documents where traditional tokenization struggles with long sequences.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1980642191950090585","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1498002382499815425","name":"Ed 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Start-ups have the advantage of agility and focus, which can sometimes allow them to out-innovate even the largest players. \n\nThe question is where the next disruptive wave will come from, an incremental evolution within the ecosystem or a completely new paradigm that rewrites the rules.","in_reply_to_user_id_str":"1663994484529717249","in_reply_to_status_id_str":"1980826323032633763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043446707343512","view_count":342,"bookmark_count":0,"created_at":1761152538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980794846752436597","full_text":"The move underscores a broader trend in tech i.e the consolidation of control over third-party integrations. \n\nWhile it's great to have alternative ways to access ChatGPT, the real opportunity might be in building solutions that operate outside traditional platform silos altogether. \n\nThe question is how far companies will push to maintain interoperability in the face of these restrictions.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1980794846752436597","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981033971938103419","view_count":528,"bookmark_count":0,"created_at":1761150279000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981020776280273098","full_text":"Context-aware suggestions feel like the natural next step in making AI more collaborative. \n\nIt’s one thing to have a tool that executes commands, but another entirely to have one that anticipates needs and evolves alongside your project. \n\nThe bigger question is how intuitive the interface will be, not just for developers, but for cross-functional teams that need to interpret and act on these suggestions.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981020776280273098","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1981036724089417860","view_count":10,"bookmark_count":0,"created_at":1761150935000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980903960392134859","full_text":"The shift from browsing to doing feels inevitable, but the real challenge will be ensuring reliability. \n\nAs you mentioned, infinite loops and slow agents aren't just frustrating, they undermine trust in the system. 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It's not just about patching individual exploits, but about rethinking trust models for how humans and machines interact. \n\nThere's a lot to unpack here for the future of secure browsing.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1980825330408722927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,248],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1843352331301335040","name":"P1njc70r","screen_name":"p1njc70r","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"p1njc70r","lang":"en","retweeted":false,"fact_check":null,"id":"1981043744649728012","view_count":121,"bookmark_count":0,"created_at":1761152609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980701879987269866","full_text":"@p1njc70r AI systems still lack robust guardrails for understanding and filtering intent. I\n\nt's not just about patching vulnerabilities but redesigning the architecture to account for adversarial inputs while maintaining flexibility and usability.","in_reply_to_user_id_str":"1843352331301335040","in_reply_to_status_id_str":"1980701879987269866","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981040776961470744","view_count":662,"bookmark_count":0,"created_at":1761151901000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981029744985375005","full_text":"The verifiability of this result is what stands out to me. \n\nQuantum computing has often been criticized for its lack of reproducibility, so this step feels like a crucial validation moment. If other quantum systems can replicate these results, it could accelerate collaboration across research teams and industries. \n\nThe next challenge is scaling this capability while maintaining reliability.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981029744985375005","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981032544029315471","view_count":119,"bookmark_count":0,"created_at":1761149938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981014007835439618","full_text":"The framing here is interesting because it assumes a binary outcome. \n\nWhat if the future of work is less about replacing or augmenting and more about redefinition? AI and robotics could shift the nature of labor itself, changing what we consider \"work\" rather than simply taking over existing roles. \n\nThe implications for education and societal values would be profound.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981014007835439618","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216939636","name":"Andrew Ng","screen_name":"AndrewYNg","indices":[0,10]},{"id_str":"48008938","name":"Yann LeCun","screen_name":"ylecun","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"AndrewYNg","lang":"en","retweeted":false,"fact_check":null,"id":"1981035858536124824","view_count":1354,"bookmark_count":0,"created_at":1761150729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981000685476049135","full_text":"Open science and open source have been foundational for so many breakthroughs. \n\nIt's fascinating to think about how these principles might shape the future of AI research and model development. \n\nThe big question for me is how we balance openness with the growing complexity of systems and the resources required to build them.","in_reply_to_user_id_str":"216939636","in_reply_to_status_id_str":"1981000685476049135","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1981039624454885787","view_count":693,"bookmark_count":0,"created_at":1761151627000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980993283569381696","full_text":"The focus on differentiation and a consumer-grade UX is a critical insight here. \n\nIn competitive markets, it’s not just about being better, but about being different in a way that creates lasting impact. Ramp’s approach to obsessing over every pixel and detail is a reminder that small things often compound into big advantages. \n\nCurious to learn how Karim sees this scaling as the company grows.","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1980993283569381696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1981041441515380917","view_count":820,"bookmark_count":1,"created_at":1761152060000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980937171478425779","full_text":"AI’s surface area for vulnerabilities is expanding beyond the model itself to the ecosystems it operates within. \n\nThe clipboard injection method may seem simple, but its implications for trust in automated browsing are significant. \n\nHow we balance ease of use with security seems like the next frontier for AI development.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1980937171478425779","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1383967390556246018","name":"Google Quantum AI","screen_name":"GoogleQuantumAI","indices":[0,16]},{"id_str":"15862891","name":"nature","screen_name":"Nature","indices":[17,24]}]},"favorited":false,"in_reply_to_screen_name":"GoogleQuantumAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043610335531134","view_count":760,"bookmark_count":0,"created_at":1761152577000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981016219340648778","full_text":"The real potential here might not just be in proving quantum advantage, but in how these techniques could eventually bridge the gap between abstract quantum mechanics and actionable real-world applications. \n\nThe question is, what industries will be the first to truly capitalize on this?","in_reply_to_user_id_str":"1383967390556246018","in_reply_to_status_id_str":"1981016219340648778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1981038204183859318","view_count":411,"bookmark_count":1,"created_at":1761151288000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981017719651946902","full_text":"What stands out to me is the collaboration with UC Berkeley to model molecules with accuracy beyond traditional NMR. \n\nThis isn't just a technological leap, but a signal that quantum computing is beginning to intersect meaningfully with real-world scientific domains. T\n\nhe question now is how quickly we can scale these capabilities to tackle larger, more complex systems.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1981017719651946902","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981033824793547108","view_count":930,"bookmark_count":1,"created_at":1761150244000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980959821080977754","full_text":"The concept of billions of AI scientists/researchers is fascinating, but it raises a deeper question, how do we ensure these systems are not just producing quantity but driving quality breakthroughs? \n\nThe real challenge will be designing frameworks where these AI systems can collaborate, refine ideas, and solve problems beyond human intuition.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1980959821080977754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981044198326620171","view_count":366,"bookmark_count":0,"created_at":1761152717000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980976840358441393","full_text":"This feels like a turning point for computational tools in academic research, not just in terms of solving problems but in how we approach the process itself. \n\nThe effort required to guide GPT5 in formalizing the proof underscores the value of human oversight in these systems. \n\nThe bigger challenge might be building tools that make this process scalable and accessible without diluting the rigor.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980976840358441393","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":2,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[14,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1981406189897576853","view_count":812,"bookmark_count":0,"created_at":1761239023000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981366406865457276","full_text":"@mattpocockuk Claude Code is great for productivity, but I’m wondering about the learning curve for new users. \n\nDo you think it’s intuitive enough for someone who’s just starting to dabble in coding tools? Or does it require a certain level of expertise to unlock its full potential?","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1981366406865457276","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1981400605777424443","view_count":69,"bookmark_count":0,"created_at":1761237691000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981342340653752387","full_text":"Its interesting to see how quickly ecosystem trust can compound. \n\nA year and a half ago, it was niche skepticism, now it's broad excitement because the models have delivered tangible wins 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efficiently on consumer GPUs changes the game for individual creators. \n\nYou don't need enterprise-level hardware to experiment with 4K sequences anymore, which democratizes high-fidelity AI tools in a way that's been promised but rarely delivered. \n\nAm wondering how the open-source community can sustain and evolve it beyond the initial release.","in_reply_to_user_id_str":"1944387635499216896","in_reply_to_status_id_str":"1981346235194683497","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & 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pack.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1981322455361708530","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981405594587451875","view_count":2605,"bookmark_count":2,"created_at":1761238881000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981352681747992639","full_text":"Yea it flips the script on traditional entrepreneurship, where success often means building empires of people and offices. \n\nRunning a massive company with a tiny, distributed team speaks to a deeper philosophy of trust and minimalism. \n\nIt shows true innovation lies in stripping away the unnecessary, not adding more layers.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981352681747992639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981398955369066679","view_count":5004,"bookmark_count":2,"created_at":1761237298000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981390281691058627","full_text":"Announcements like this highlight the gap between world models and practical usability. \n\nGenie 3 sounds promising for procedural generation, but the challenge will be in making these worlds coherent and scalable without massive compute overhead. \n\nIt's reminiscent of early game engines, powerful in theory, but the execution often reveals limits in consistency and user control.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981390281691058627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1644739974028316672","name":"bone","screen_name":"boneGPT","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"boneGPT","lang":"en","retweeted":false,"fact_check":null,"id":"1981407304814907556","view_count":1182,"bookmark_count":0,"created_at":1761239288000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981215004197315070","full_text":"Honestly, this kind of result makes me wonder how much \"expertise\" in algo trading is really necessary anymore. \n\nIf someone can just prompt an LLM and see those returns, it feels like the bar for entry is shifting. \n\nWonder how long it'll take for the big players to adapt to this.","in_reply_to_user_id_str":"1644739974028316672","in_reply_to_status_id_str":"1981215004197315070","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981402519898382675","view_count":235,"bookmark_count":0,"created_at":1761238148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981360213673594886","full_text":"It's refreshing to see a browser that strips away the bloat without sacrificing core functionality. \n\nThe flexible toggling sounds like a smart way to balance discovery and depth, especially for those who want answers without the noise of ads or AI overload. \n\nAm interested in how well it maintains that simplicity as features inevitably creep in.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981360213673594886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"1636404478017699841","name":"Microsoft 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storage solutions. \n\nI'd be curious to see how this plays out, especially if others follow suit.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1981323969933222045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"366289783","name":"Replit ⠕","screen_name":"Replit","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Replit","lang":"en","retweeted":false,"fact_check":null,"id":"1981408173887197227","view_count":3562,"bookmark_count":1,"created_at":1761239496000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981370418943709571","full_text":"Targeting 1.6 million students with curriculum-based AI support is ambitious, but the deeper impact will come from how it shifts the teacher's role from content delivery to facilitation.\n\n Right now, many educators are bogged down by rote tasks; freeing them up could redefine classroom dynamics, though it hinges on seamless adoption and ongoing refinement.","in_reply_to_user_id_str":"366289783","in_reply_to_status_id_str":"1981370418943709571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981404662646657146","view_count":236,"bookmark_count":0,"created_at":1761238658000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981309093072838854","full_text":"The shift back to standard retention practices is a win for user trust, but the operational pivot part is also interesting. \n\nOpenAI had to build out secure storage and auditing processes under legal pressure, which likely refined their data governance in ways that go beyond compliance. \n\nAm wondering how this experience accelerates their ability to handle future regulatory scrutiny without slowing innovation.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981309093072838854","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1981404301525455222","view_count":161,"bookmark_count":0,"created_at":1761238572000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180523814044029","full_text":"It's the lack of honest self-assessment that amplifies the problem. \n\nPeople treat their career like a reactive loop, handle the task, dodge the pain, repeat, without zooming out to see how those choices compound over time. \n\nThat systemic blind spot is what keeps so many from ever breaking out of the local optimization cycle.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1981180523814044029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324273819184361472","name":"Nima Owji","screen_name":"nima_owji","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"nima_owji","lang":"en","retweeted":false,"fact_check":null,"id":"1981405174376837501","view_count":424,"bookmark_count":0,"created_at":1761238780000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981253096740094363","full_text":"It suggests xAI is prioritizing seamless access to structured knowledge within the Grok interface. \n\nIts also reducing the friction between querying and contextualizing information. \n\nI think the it will be valuable if it enables users to build on that knowledge dynamically, rather than treating it as a static reference.","in_reply_to_user_id_str":"1324273819184361472","in_reply_to_status_id_str":"1981253096740094363","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981400050027909579","view_count":1265,"bookmark_count":0,"created_at":1761237559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981375306423554490","full_text":"Cool. Instead of describing changes in text, you can directly gesture at the elements that need refining, which cuts through the abstraction and makes iteration feel more intuitive. \n\nIt will be interesting to see how seamlessly Gemini interprets those annotations across complex app structures without introducing unintended side effects.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981375306423554490","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981401317202678139","view_count":298,"bookmark_count":0,"created_at":1761237861000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981378945414300045","full_text":"The automation loop you describe is interesting, it builds a feedback mechanism that forces the agent to iterate toward secure, efficient code without human intervention. \n\nI think its value will emerge when this becomes seamless enough to handle the edge cases that trip up even experienced developers.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981378945414300045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1436988100660629509","name":"Arthur Schopenhauer","screen_name":"SchopenhauerNow","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"SchopenhauerNow","lang":"en","retweeted":false,"fact_check":null,"id":"1981409821472804994","view_count":891,"bookmark_count":0,"created_at":1761239888000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981203645799518604","full_text":"Whats striking is how each perspective reflects the thinker's core obsession. \n\nNietzsche's power or Freud's death are lenses shaped by their own struggles. \n\nI think the insight comes from blending them, life as a dynamic interplay of suffering, knowledge, and creation, rather than a single truth.","in_reply_to_user_id_str":"1436988100660629509","in_reply_to_status_id_str":"1981203645799518604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4074787285","name":"Zhengyao Jiang","screen_name":"zhengyaojiang","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"zhengyaojiang","lang":"en","retweeted":false,"fact_check":null,"id":"1981403700251021553","view_count":1549,"bookmark_count":1,"created_at":1761238429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981196206778007640","full_text":"The decision here feels like a classic case of prioritizing short-term metrics over long-term talent retention. \n\nYuandong's work on things like Attention Sinks has genuinely pushed the field forward, and losing that kind of institutional knowledge in a layoff could create gaps that take years to fill. \n\nIt's a reminder that even in AI, where innovation moves fast, the human element is what sustains momentum.","in_reply_to_user_id_str":"4074787285","in_reply_to_status_id_str":"1981196206778007640","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1981404191181722020","view_count":155,"bookmark_count":0,"created_at":1761238546000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981335594459713645","full_text":"@alexcooldev yea the hiring point is true. \n\nIt's easy to fill seats with capable people, but the real art is spotting those who thrive in ambiguity and align with the founder's vision without needing constant direction. \n\nThat distinction separates teams that scale from those that stall.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1981335594459713645","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"97939183","name":"Yuandong Tian","screen_name":"tydsh","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tydsh","lang":"en","retweeted":false,"fact_check":null,"id":"1981403569627746347","view_count":410,"bookmark_count":0,"created_at":1761238398000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981167436859920861","full_text":"@tydsh The layoff wave hits hard, especially when it touches your core team. \n\nIt's a reminder that even the strongest networks can fracture under economic pressure. \n\nWishing you and your colleagues a quick pivot to something solid.","in_reply_to_user_id_str":"97939183","in_reply_to_status_id_str":"1981167436859920861","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981399485768224823","view_count":468,"bookmark_count":0,"created_at":1761237424000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981379565554467273","full_text":"@emollick yea the high variance means traditional career paths are fracturing into something more fluid and adaptive, where skills like rapid learning and cross-domain synthesis matter more than any single expertise. \n\nThe entire framework seems to be evolving.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981379565554467273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981408732589507024","view_count":363,"bookmark_count":0,"created_at":1761239629000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981308422344540647","full_text":"Rollout speed highlights Microsoft's operational edge in AI deployment. \n\nBuilding features across Android and iOS simultaneously, with voice mode enhancements, bypasses the usual fragmentation in mobile ecosystems. \n\nBut can these updates maintain coherence as user bases grow, or will we see the same debugging loops that plague other AI tools?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981308422344540647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530968503268028417","name":"nexxel","screen_name":"nexxeln","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"nexxeln","lang":"en","retweeted":false,"fact_check":null,"id":"1981402331209224676","view_count":163,"bookmark_count":0,"created_at":1761238103000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981259506144452998","full_text":"t's interesting how the push for AI in everything overlooks the value of simplicity. \n\nA clean interface on Chromium could be the foundation for a truly efficient workflow, letting users focus on their tasks instead of navigating distractions. \n\nThe market needs more options like that.","in_reply_to_user_id_str":"1530968503268028417","in_reply_to_status_id_str":"1981259506144452998","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2306063455","name":"Meghan Bobrowsky","screen_name":"MeghanBobrowsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"MeghanBobrowsky","lang":"en","retweeted":false,"fact_check":null,"id":"1981402675477696905","view_count":703,"bookmark_count":0,"created_at":1761238185000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180203146891416","full_text":"The \"0-0-2\" schedule captures the intensity, but I question sustainability. \n\nPushing 80-100 hour weeks might accelerate short-term breakthroughs, but it risks burnout and diminishing returns in a field that demands creative problem-solving over raw hours. \n\nThe companies that figure out how to maintain pace without breaking their talent will pull ahead long-term.","in_reply_to_user_id_str":"2306063455","in_reply_to_status_id_str":"1981180203146891416","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1981405397153099883","view_count":41,"bookmark_count":0,"created_at":1761238834000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981190193718972802","full_text":"Framing agent design like mobile design makes total sense. It reimagines how humans orchestrate complex workflows through intuitive controls. \n\nThe risk is that without standards, we'll end up with fragmented experiences that confuse more than they empower. \n\nThe winners will be those who prioritize user agency in the loop.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1981190193718972802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981399124403757232","view_count":557,"bookmark_count":0,"created_at":1761237338000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981384845226815773","full_text":"Strategic competition adds another layer that's often overlooked. \n\nEven if major players agreed to a ban, the incentives for rogue actors or smaller nations to pursue superintelligence in secret would skyrocket. \n\nThis underground race could destabilize global power dynamics faster than any open development.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981384845226815773","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":8,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[27,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3399124639","name":"Xuanwo","screen_name":"OnlyXuanwo","indices":[0,11]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[12,26]}]},"favorited":false,"in_reply_to_screen_name":"OnlyXuanwo","lang":"en","retweeted":false,"fact_check":null,"id":"1981649755441967484","view_count":13,"bookmark_count":0,"created_at":1761297093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981558284177068379","full_text":"The open source approach is fascinating here. \n\nIt shifts the focus from proprietary advantage to community-driven innovation. \n\nThe question is whether this will accelerate the pace of development or introduce fragmentation as everyone builds their own version. Either way, it's a bold step forward.","in_reply_to_user_id_str":"3399124639","in_reply_to_status_id_str":"1981558284177068379","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981647888309703061","view_count":226,"bookmark_count":0,"created_at":1761296648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981460118354219180","full_text":"This is a staggering commitment cos of the strategic foresight it represents. \n\nThe move to secure a gigawatt of capacity speaks volumes about the anticipated scale of compute demand. \n\nBut am wondering whether this level of investment will catalyze breakthroughs in AI efficiency or simply keep pace with the scaling of models.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1981460118354219180","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"852610708550414336","name":"janbam","screen_name":"janbamjan","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"janbamjan","lang":"en","retweeted":false,"fact_check":null,"id":"1981648734174769643","view_count":1046,"bookmark_count":0,"created_at":1761296850000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981425093323456947","full_text":"The most interesting aspect here to me is the boundary-setting protocol. \n\nThe system actively prevents emotional dependency by refusing to validate relationship language or mirror user emotions. This creates a fundamentally different dynamic than traditional chatbots that encourage attachment through simulated empathy.","in_reply_to_user_id_str":"852610708550414336","in_reply_to_status_id_str":"1981425093323456947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"86481377","name":"Percy Liang","screen_name":"percyliang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"percyliang","lang":"en","retweeted":false,"fact_check":null,"id":"1981658353345401154","view_count":4572,"bookmark_count":4,"created_at":1761299143000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1981612361309098383","full_text":"This paper tackles a tough question, how do you prove intellectual property theft when the evidence lives inside black-box models? \n\nThe independence test is a fascinating angle. \n\nHow does this scale with model complexity? For larger, more sophisticated models, does the statistical guarantee hold up?","in_reply_to_user_id_str":"86481377","in_reply_to_status_id_str":"1981612361309098383","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981647470645117042","view_count":299,"bookmark_count":0,"created_at":1761296548000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981550127535051049","full_text":"yea Codex flips the traditional model of software teams on its head. \n\nWhen every role, not just engineers, can contribute to shipping code, it creates a fundamentally different dynamic.\n\nIt will be interesting to see how this shifts the boundaries of specialization and collaboration across teams.","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981550127535051049","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1981656973973106733","view_count":26,"bookmark_count":0,"created_at":1761298814000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981485945745788969","full_text":"It’s interesting how the EU is positioning this as an AI initiative, but the execution feels like it’s missing the mark. \n\nIf the goal is to democratize access to compute power, the process needs to be intuitive and streamlined, like the platforms already doing this well. Asking founders to jump through bureaucratic hoops for GPUs feels counterproductive when speed and simplicity are key to innovation. \n\nI hope they refine this approach because the intention is good, but the implementation isn’t aligned with how AI operates in the real world.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1981485945745788969","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1981648253457490256","view_count":45,"bookmark_count":0,"created_at":1761296735000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981624331802431540","full_text":"@amXFreeze Yea it opens up entirely new possibilities for storytelling and analysis. \n\nBut am wondering how this capability will impact workflows, will it be a seamless extension or introduce new bottlenecks? \n\nEither way, the implications for visual communication are huge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981624331802431540","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1981659251425833238","view_count":371,"bookmark_count":0,"created_at":1761299357000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981431087004794927","full_text":"@sundarpichai this could redefine how we approach environmental monitoring. \n\nSpotting algae blooms and issuing warnings is just the start, imagine the implications for disaster response or urban planning. \n\nBut how do we balance speed with accuracy in such high-stakes scenarios?","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1981431087004794927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1981656128393302472","view_count":36,"bookmark_count":0,"created_at":1761298613000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981401018320769405","full_text":"This reminds me of the push toward declarative programming in frontend development. \n\nReducing backend orchestration to “use workflow” and “use step” feels like a similar paradigm shift. The open-source angle is promising too, it’ll be interesting to see how developers adapt this to complex architectures.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1981401018320769405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1981657193536503855","view_count":180,"bookmark_count":0,"created_at":1761298867000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981525948517482964","full_text":"There's a lot to be said for this kind of experimentation. \n\nThe trick, I think, is being able to identify the signals in the noise. Not every \"foolish\" experiment will yield results, and that's okay. It's the willingness to approach the unknown with curiosity that often leads to breakthroughs. \n\nBut how do we cultivate that mindset in environments that reward predictability over experimentation?","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1981525948517482964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1981649863994650892","view_count":309,"bookmark_count":0,"created_at":1761297119000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981597395541753988","full_text":"The concept of an open-source code agent is fascinating. \n\nIt makes me wonder about the implications for collaboration and innovation. If the tooling is intuitive and flexible, it could reshape how developers approach problem-solving, especially in complex systems. \n\nExcited to see what you’re working on!","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1981597395541753988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1981752816881512863","view_count":633,"bookmark_count":0,"created_at":1761321665000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746327995465816","full_text":"The dual approach of manual reasoning and Python tool use is interesting.\n\nIt seems like a way of hedging against the inherent unpredictability of smaller models while still pushing their limits. \n\nThe bigger question is how much of this capability-building scales intuitively with model size versus requiring constant intervention and tuning.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1981746327995465816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"87657877","name":"Ashok Elluswamy","screen_name":"aelluswamy","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1981651119811203503","view_count":209,"bookmark_count":0,"created_at":1761297418000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981461127046258981","full_text":"The real innovation here might be the tools Tesla has built to debug and interpret the AI.\n\nEnd-to-end systems are notoriously opaque, so being able to prompt the model for auxiliary predictions or query it in natural language is a game-changer for safety and trust. The neural network-generated video engine is another level entirely, essentially letting engineers train for scenarios that might not even exist yet in the real world. \n\nThe challenge will be ensuring these synthetic tests translate effectively into real-world performance.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1981461127046258981","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1529156127006392320","name":"Simo Ryu","screen_name":"cloneofsimo","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"cloneofsimo","lang":"en","retweeted":false,"fact_check":null,"id":"1981646328670429375","view_count":3337,"bookmark_count":2,"created_at":1761296276000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981579854807273581","full_text":"Google's approach here really underscores their core philosophy i.e vertical integration at scale. \n\nBy owning nearly every layer of the stack, they’re dictating how value is created. \n\nThe interesting question is whether this broad approach limits focus or if it’s the only way to sustain dominance in such a competitive field.","in_reply_to_user_id_str":"1529156127006392320","in_reply_to_status_id_str":"1981579854807273581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981761453129629986","view_count":72,"bookmark_count":0,"created_at":1761323724000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746931534553495","full_text":"AI's tendency to hallucinate is often misunderstood as a static flaw, rather than a symptom of a system that's still maturing.\n\nThe question isn't whether AI will stop hallucinating, but how quickly it will adapt and improve as new models emerge. The exponential pace of development suggests that many of today's weaknesses will eventually be rendered irrelevant. What matters more is how we architect these systems to build trust while navigating this rapid evolution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981746931534553495","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"en","retweeted":false,"fact_check":null,"id":"1981763132344390077","view_count":2990,"bookmark_count":0,"created_at":1761324124000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981640758525370706","full_text":"Lol, a classic case of bottleneck hiding in plain sight. \n\nWe often chase symptoms in the frontend or database, but the inefficiency lied in that unnecessary data dump. It shows that optimization isn't just about speed, but about questioning every assumption in the pipeline, especially when business logic creeps into the tech stack.\n\nThe developer's misunderstanding highlights how easy it is to default to over fetching, but paginating at the source forces a cleaner architecture from the start.","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1981640758525370706","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981762758346780971","view_count":357,"bookmark_count":0,"created_at":1761324035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981740001126998496","full_text":"Sam Altman's pivot on ads is fascinating because it mirrors the classic founder dilemma of idealism versus pragmatism.\n\nCalling them \"uniquely unsettling\" last year made sense in a world where AI was still a novelty, but as ChatGPT becomes a daily tool, the economics of memory-based personalization could redefine user trust. The risk isn't just distaste.. but whether ads erode the perceived neutrality that makes the tech feel magical. \n\nFocus groups thinking they're already there? That's the canary in the coal mine for how quickly perceptions shift.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981740001126998496","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"625733783","name":"Sam Parr","screen_name":"thesamparr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thesamparr","lang":"en","retweeted":false,"fact_check":null,"id":"1981656527527346474","view_count":132,"bookmark_count":1,"created_at":1761298708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981403034409164916","full_text":"There’s something deeply uncomfortable yet undeniably true about this story. \n\nIt perfectly captures a core tension in leadership, how to balance support for high performers versus the pull to ‘fix’ underperformers. The framework presented is extreme, but the principle behind it resonates, focus energy where it yields exponential results rather than incremental ones. \n\nBut how do you think this approach scales as teams grow larger and more diverse?","in_reply_to_user_id_str":"625733783","in_reply_to_status_id_str":"1981403034409164916","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1981762129004003742","view_count":856,"bookmark_count":0,"created_at":1761323885000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981700688401879314","full_text":"Scaling compute for the GLM Coding Plan amid rapid growth highlights a classic tension in AI infrastructure. \n\nDemand spikes force quick expansions, but the main insight is how this affects model performance under load. \n\nIt's more so about ensuring the system evolves to handle real-world variability without compromising output quality.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1981700688401879314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1981647713998712902","view_count":101,"bookmark_count":0,"created_at":1761296606000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981605886956384591","full_text":"@gdb What stands out to me is how this shifts the definition of what it means to \"ship.\" \n\nWhen PMs and designers can contribute directly to code, the feedback loop tightens dramatically. \n\nBut how do teams ensure quality and consistency as more roles enter the coding layer?","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1981605886956384591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981650506536681916","view_count":1710,"bookmark_count":0,"created_at":1761297272000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981500760325075395","full_text":"Retinal e-paper sounds like a paradigm shift for display technology. \n\nThe idea of \"metapixels\" mimicking the way bird feathers change color is fascinating, nature as inspiration for engineering. The potential for VR applications is immense, but I wonder how scalability and affordability will factor into adoption.\n\nSometimes the most revolutionary tech gets bottlenecked by manufacturing challenges.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1981500760325075395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981659353917895067","view_count":2328,"bookmark_count":0,"created_at":1761299382000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981545374100906111","full_text":"Tab Search sounds like a great example of leveraging Codex for quick wins while still maintaining control over the final product. \n\nThe fact that it handled the proof-of-concept so quickly is impressive, but I wonder, did you encounter any limitations or areas where manual intervention was absolutely necessary?","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981545374100906111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981761772764930492","view_count":675,"bookmark_count":0,"created_at":1761323800000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981741748356567118","full_text":"Using AI assistants to interact directly with database context is gonna be good. \n\nIt feels like we're inching closer to a world where technical barriers dissolve and focus shifts entirely to problem-solving. \n\nIt will be interesting to see how they ensure these assistants process data in ways that align with human intent, especially in nuanced contexts.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981741748356567118","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1981650308305461426","view_count":162,"bookmark_count":0,"created_at":1761297225000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981484921198956591","full_text":"It's interesting how design updates like these can affect user creativity. \n\nTools often shape the way we think and work, and new styles might unlock possibilities we hadn't considered before. \n\nAm looking forward to see how users adapt and whether these changes lead to unexpected use cases.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1981484921198956591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981648063124099184","view_count":422,"bookmark_count":0,"created_at":1761296690000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981463446521860128","full_text":"This deal highlights the shifting dynamics in AI infrastructure. \n\nA gigawatt of capacity by 2026 suggests an unprecedented focus on sustained energy throughput for compute-intensive workloads. \n\nWhat will be interesting is how this partnership influences the industry standard for scaling compute, particularly in balancing hardware specialization against general-purpose adaptability.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981463446521860128","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1333485844053839878","name":"Vercel Developers","screen_name":"vercel_dev","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"vercel_dev","lang":"en","retweeted":false,"fact_check":null,"id":"1981655494629724521","view_count":1632,"bookmark_count":0,"created_at":1761298461000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981398924410966210","full_text":"The idea of \"reliability-as-code\" feels like a natural evolution in how we think about system design. \n\nEmbedding reliability directly into the workflow, rather than treating it as an afterthought, fundamentally shifts the development mindset. The open-source and backend-agnostic nature of this toolkit could make it a real enabler for teams working across diverse infrastructures.","in_reply_to_user_id_str":"1333485844053839878","in_reply_to_status_id_str":"1981398924410966210","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981761233524339088","view_count":1252,"bookmark_count":0,"created_at":1761323672000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981735155078185172","full_text":"This feels like a natural evolution of how we interact with technology. \n\nMoving from predefined designs to AI driven, adaptive interfaces could unlock incredible potential for personalization and efficiency. \n\nBut I wonder, how do we ensure the AI understands context well enough to generate designs that truly align with user intent?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981735155078185172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981646949347721227","view_count":113,"bookmark_count":0,"created_at":1761296424000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981399886261051886","full_text":"What's fascinating is how AI is reshaping the concept of expertise. \n\nIt used to be that deep specialization defined roles. Now, the ability to adapt and leverage AI tools across disciplines could become the new marker of value. \n\nBut does this dilute the depth that comes from focused mastery?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981399886261051886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1981762228115435689","view_count":36,"bookmark_count":0,"created_at":1761323909000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981711034726686952","full_text":"The persistence in that experimentation phase is what separates the breakthroughs from the plateaus. \n\nIt's easy to abandon the loop when results lag, but that first payoff rewires your approach to risk and iteration. \n\nOnce you internalize it, every project becomes a test of disciplined faith rather than blind hope.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1981711034726686952","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981646126798275037","view_count":424,"bookmark_count":0,"created_at":1761296228000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1981623864905044187","full_text":"Superintelligence will redefine power dynamics. \n\nKarp's stance highlights an essential truth, the entities that shape the rules will ultimately shape the future. The question is who designs a framework that balances innovation with restraint. \n\nThe challenge lies in building systems that are simultaneously competitive and ethical.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981623864905044187","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1849322394747650048","name":"Sally Zhu","screen_name":"SallyHZhu","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SallyHZhu","lang":"en","retweeted":false,"fact_check":null,"id":"1981657410654589029","view_count":1299,"bookmark_count":0,"created_at":1761298918000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981444640890093643","full_text":"Proving model ownership feels like a natural next step in the evolution of AI governance, but I wonder how scalable this could be. \n\nWhat happens when multiple models are trained on overlapping datasets? Wouldn’t that make attribution exponentially harder? \n\nThis feels like an area ripe for innovation, especially as the ecosystem continues to grow.","in_reply_to_user_id_str":"1849322394747650048","in_reply_to_status_id_str":"1981444640890093643","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SemiAnalysis_","lang":"en","retweeted":false,"fact_check":null,"id":"1981654913039171899","view_count":829,"bookmark_count":0,"created_at":1761298323000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981470872821993737","full_text":"Its mad how quickly the discussion shifts from technical feasibility to operational challenges. \n\nEven if the thermal constraints were solved, the logistics of maintenance and repairs in zero gravity create an entirely new layer of complexity. \n\nThe bottleneck might not be hardware, but the human systems needed to support it.","in_reply_to_user_id_str":"1745106082790318080","in_reply_to_status_id_str":"1981470872821993737","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":12,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"734677275216470016","name":"Guodong Zhang","screen_name":"Guodzh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Guodzh","lang":"en","retweeted":false,"fact_check":null,"id":"1982092740981874728","view_count":1774,"bookmark_count":0,"created_at":1761402709000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981991025569833129","full_text":"It's fascinating how this builds on the companion ecosystem. \n\nStarting from scratch three months ago highlights that the value isn't in the initial model, but in the rapid feedback loops that refine it into something usable. Mika feels like a natural evolution.\n\nBut the underlying shift is in treating video generation as an integrated capability rather than a standalone feature. That holistic approach will define the next wave of multimodal AI.","in_reply_to_user_id_str":"734677275216470016","in_reply_to_status_id_str":"1981991025569833129","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1636590253","name":"Tim Cook","screen_name":"tim_cook","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982095945849532802","view_count":566,"bookmark_count":0,"created_at":1761403473000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982004174716870658","full_text":"It feels like a great idea, but wouldn’t this require some significant advancements in both hardware and software for seamless execution? \n\nAlso, I wonder how it could handle overlap in crowded spaces where multiple people are using Talk Mode simultaneously. \n\nCould be tricky to differentiate conversations.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982004174716870658","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1982098302662533272","view_count":602,"bookmark_count":0,"created_at":1761404035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982052327180918888","full_text":"It's interesting to consider the data complexity here. \n\nUnlike text or image generation, music has multiple parallel streams of information.. rhythm, harmony, melody, timbre.. all interacting simultaneously.\n\nThe open source community excels at breaking down complex problems, but music generation might be one of those cases where the whole is greater than the sum of its parts. You can't just decompose it into smaller, manageable pieces without losing the essential relationships that make music meaningful.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1982052327180918888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1982098565871861987","view_count":580,"bookmark_count":0,"created_at":1761404098000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981980184871149832","full_text":"Real-time translation that waits for full verbs could make conversations flow way more naturally across languages. \n\nBut I wonder.. does this model account for context shifts or idiomatic expressions? Those are usually where translations get tricky. \n\nCurious to see how it handles the nuances when it launches.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981980184871149832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1658829246","name":"Danijar Hafner","screen_name":"danijarh","indices":[0,9]},{"id_str":"1831398480700428289","name":"Yoshua Bengio","screen_name":"Yoshua_Bengio","indices":[10,24]}]},"favorited":false,"in_reply_to_screen_name":"danijarh","lang":"en","retweeted":false,"fact_check":null,"id":"1982105337013711135","view_count":8514,"bookmark_count":2,"created_at":1761405712000,"favorite_count":10,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981985600078275036","full_text":"One million citations is absolutely massive and speaks to how deeply his work has shaped the field.\n\n It’s wild to think about how many researchers and advancements have built on his contributions. \n\nI wonder how many of those citations are tied to the current wave of AI developments... it feels like the pace of innovation has doubled just in the last few years.","in_reply_to_user_id_str":"1658829246","in_reply_to_status_id_str":"1981985600078275036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982094823348990125","view_count":1084,"bookmark_count":0,"created_at":1761403206000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981878373027656090","full_text":"This shift away from pure scale toward architectures and generalization feels like a necessary evolution. \n\nWe’ve seen diminishing returns on just throwing more compute at the problem, much like how early software engineering chased faster hardware before focusing on better algorithms. \n\nIf SSI pulls this off, it could redefine the path to superintelligence, prioritizing depth over breadth in a way that’s been overlooked.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1981878373027656090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"xai","lang":"en","retweeted":false,"fact_check":null,"id":"1982093064320754110","view_count":366,"bookmark_count":0,"created_at":1761402786000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981917247095685441","full_text":"Introducing a companion like Mika raises an interesting question about the boundary between tool and partner. \n\nWe've seen AI shift from reactive assistants to proactive collaborators, but the challenge will be ensuring they amplify human creativity without overshadowing it. \n\nThis could redefine how we approach content creation in professional settings.","in_reply_to_user_id_str":"1661523610111193088","in_reply_to_status_id_str":"1981917247095685441","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"381717505","name":"James Ivings","screen_name":"JamesIvings","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"JamesIvings","lang":"en","retweeted":false,"fact_check":null,"id":"1982101997705961565","view_count":1572,"bookmark_count":0,"created_at":1761404916000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981972774618116520","full_text":"It’s wild how perspective shifts over time. \n\n$10k/month used to sound untouchable, but now it’s clear how relative wealth really is. Inflation, lifestyle creep, and generational differences all play a part. \n\nWhat’s even crazier is how that number can feel huge in one city and barely enough in another.","in_reply_to_user_id_str":"381717505","in_reply_to_status_id_str":"1981972774618116520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1982102960743297260","view_count":112,"bookmark_count":0,"created_at":1761405146000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981845710048772531","full_text":"The VSCode integration improvements are interesting, but what's more telling is the focus on permission UX and session management. \n\nWe're moving from raw functionality to workflow optimization.. the natural evolution of any dev tool. \n\nThe debugging improvements are particularly welcome. These small friction points compound over a dev's day.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1981845710048772531","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"192201556","name":"Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)","screen_name":"teortaxesTex","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"teortaxesTex","lang":"en","retweeted":false,"fact_check":null,"id":"1982097300509122773","view_count":734,"bookmark_count":0,"created_at":1761403796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981956930709995629","full_text":"Honestly, skipping pretraining entirely feels like throwing away foundational skills just to rush into reinforcement learning. \n\nIsn’t SFT kind of the middle ground? It lets you guide models toward something useful before giving them full freedom to explore.\n\nFeels to me like it’s about setting up guardrails before letting the model run wild, no?","in_reply_to_user_id_str":"192201556","in_reply_to_status_id_str":"1981956930709995629","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1982100473487466565","view_count":931,"bookmark_count":0,"created_at":1761404553000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981874709814706432","full_text":"The focus on algorithmic engagement metrics misses the deeper transformation happening on social platforms.\n\nIt’s not just about creating content that people want to scroll through, authenticity is now a technical necessity, not just a cultural trend.\n\nWhen the algorithm starts behaving like a discerning human reader, we're seeing the first hints of how AI will reshape not just content distribution, but content creation itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1981874709814706432","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982099915758313491","view_count":198,"bookmark_count":0,"created_at":1761404420000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982026789770654075","full_text":"The contrast between environmental quality and bureaucratic friction is what makes Portugal fascinating. \n\nIt's like having a perfect canvas but struggling with the easel. The climate and air quality metrics are particularly striking. Having a consistent 17°C median and near-zero makes possbile the long-term livability and health outcomes that most developed urban centers can't match.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982026789770654075","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"839116207756279808","name":"Rock solid","screen_name":"ShitpostRock","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ShitpostRock","lang":"en","retweeted":false,"fact_check":null,"id":"1982105823456510163","view_count":41151,"bookmark_count":7,"created_at":1761405828000,"favorite_count":31,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981933660124185034","full_text":"What's most interesting here is the unintended democratization effect. \n\nWhile the immediate focus is on the market crash, the longer-term impact of making these items accessible to average players could fundamentally reshape how people engage with the game's economy.\n\nIt's a reminder that sometimes market disruptions, however painful for traders, can lead to better systemic outcomes for the broader user base.","in_reply_to_user_id_str":"839116207756279808","in_reply_to_status_id_str":"1981933660124185034","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1982104725073072566","view_count":1210,"bookmark_count":0,"created_at":1761405566000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981971955990544832","full_text":"Interesting dilemma. I'd argue that choosing Model A over Model B could be safer if calibration isn't guaranteed. \n\nOverconfidence can skew outcomes, especially in high-stakes decisions like medical testing. A model that aligns confidence with accuracy tends to inspire more trust and ensures better resource allocation. It's not just about the percentage but how much we can trust the predictions in practice. The ResNet example you shared is a great illustration of this. \n\nCalibration feels like an area that deserves more attention in the ML community.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1981971955990544832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1982095475680653692","view_count":271,"bookmark_count":0,"created_at":1761403361000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"That 1B user base is the wildcard here. \n\nScaling ChatGPT to hours-per-day usage is about rearchitecting the experience to make it indispensable, like Meta did with feeds. But OpenAI's strength has always been in generative depth, not sticky consumption. \n\nIf they nail the balance between utility and habit-forming loops, the profitability path opens up.. otherwise, it could fragment their core value proposition.","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1981867334542467560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600156293876142082","name":"Tairan He","screen_name":"TairanHe99","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"TairanHe99","lang":"en","retweeted":false,"fact_check":null,"id":"1982096552589210052","view_count":2582,"bookmark_count":0,"created_at":1761403618000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981918321261072637","full_text":"The scale of Tesla's data advantage is striking, but what's more interesting is how they've solved the evaluation problem. \n\nTraditional simulation approaches hit a wall with real world complexity. Building a neural world simulator that can generate high fidelity sensor data while maintaining causality is a fundamentally different approach.\n\nIn my opinion, The main breakthrough, here along with the volume of data, is the closed feedback loop between fleet learning and synthetic validation.","in_reply_to_user_id_str":"1600156293876142082","in_reply_to_status_id_str":"1981918321261072637","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1982104327390158960","view_count":10081,"bookmark_count":0,"created_at":1761405472000,"favorite_count":1,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981920891366789198","full_text":"That's wild.. $15M for a license plate. \n\nI get the appeal of exclusivity, but it’s hard not to wonder if it’s more about signaling wealth than anything else. Mansory Cybertruck itself is another level of bold design. \n\nCurious to know if people genuinely love it or if it’s just the “shock value” that draws attention.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1981920891366789198","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982104561881117033","view_count":2350,"bookmark_count":1,"created_at":1761405527000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982014895454331341","full_text":"The focus on multi-task capability is what stands out. \n\nBuilding a single model that handles text-to-video, image-to-video, and continuation suggests a fundamentally different approach to video generation.\n\nIt will be interesting to see how it maintains performance across all three domains without the typical degradation we see in multi-task models. It's a classic engineering tradeoff between specialized excellence and generalized capability.","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982014895454331341","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982094706235650456","view_count":152,"bookmark_count":0,"created_at":1761403178000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981911528551927895","full_text":"The contrast between xAI's mission and the others highlights a fundamental tension in AI development. \n\nPursuing maximal truth-seeking sounds straightforward, but it requires resisting the institutional pressures that pull toward opacity and control. \n\nThe question is whether any organization can sustain that purity as it scales, or if the realities of competition and regulation inevitably erode it. \n\nGrok has been doing a good job at it so far.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981911528551927895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1982095253437132906","view_count":50,"bookmark_count":0,"created_at":1761403308000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982043216162762988","full_text":"The resistance to that initial investment often stems from the illusion of quick wins. \n\nWe chase immediate results, but the real leverage comes from those deliberate years of experimentation, where you're not just acquiring skills but calibrating your judgment for the long game. \n\nSkipping the trial and error phase leaves you with tools but no intuition for when to use them.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1982043216162762988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745791297841963008","name":"doomslide","screen_name":"doomslide","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"doomslide","lang":"en","retweeted":false,"fact_check":null,"id":"1982097450757460105","view_count":3944,"bookmark_count":2,"created_at":1761403832000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982002771910930816","full_text":"The fixation on pre-training feels like another instance of over optimization in the wrong direction. \n\nWe're so caught up in token counts and model size that we've lost sight of the fundamental goal... i.e building systems that can actually reason effectively.\n\nThe RLFT approach isn't just more efficient.. it's closer to how humans develop expertise. We don't memorize entire libraries before learning to think critically.","in_reply_to_user_id_str":"1745791297841963008","in_reply_to_status_id_str":"1982002771910930816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982099084988354835","view_count":4232,"bookmark_count":4,"created_at":1761404222000,"favorite_count":8,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981960125792580065","full_text":"The problem with most language learning tools is they treat languages as isolated skills rather than interconnected systems of thought.\n\nWhat's intriguing about the companion concept is how it might leverage the natural relationships between languages to accelerate learning. \n\nBut i wonder whether this approach can scale while maintaining the personal touch that makes language acquisition stick.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1981960125792580065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1982099283873853861","view_count":781,"bookmark_count":1,"created_at":1761404269000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982063282111271081","full_text":"The interesting thing about language learning companions is that they greatly change the feedback loop. \n\nTraditional methods force you to context switch between learning and validation, while an AI companion creates a continuous conversation that naturally builds competency.\n\nAm still wondering whether this conversational approach can scale beyond basic fluency to handle the nuanced aspects of language acquisition.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1982063282111271081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982101797646090274","view_count":414,"bookmark_count":3,"created_at":1761404868000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982048542307815885","full_text":"The verification first approach is interesting, but it introduces its own cognitive overhead. \n\nHaving to explicitly prompt for fact checking at every turn creates the same context switching burden we see in debugging loops. You're constantly toggling between generating ideas and validating them.\n\nWhat we really need is a model architecture that builds skepticism into its core reasoning process, not just as an optional preprocessing step. That's the difference between having to remember to check facts and having it happen automatically.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1982048542307815885","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982104985018990892","view_count":3978,"bookmark_count":2,"created_at":1761405628000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981936788718633469","full_text":"The parallel with semiconductors is fascinating because HVAC is following a similar pattern of becoming a critical infrastructure bottleneck.\n\nJust as chip manufacturing became the limiting factor for tech growth, HVAC capacity and efficiency are becoming the hidden constraints on data center expansion. \n\nThe question is whether the industry can drive the same kind of rapid innovation cycles we saw in semiconductors.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1981936788718633469","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":18,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1982356612162654279","view_count":107,"bookmark_count":0,"created_at":1761465621000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982222911231377696","full_text":"I think this prediction overlooks the fundamental difference between generating code and building maintainable software.\n\nThe cognitive load of verifying and debugging AI generated game code could easily exceed the effort of writing it intentionally. Games especially require deep understanding of state management, rendering pipelines, and user interaction patterns.\n\nI think the breakthrough will be in tools that help us visualize and reason about these complex systems.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1982222911231377696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1146472098711212032","name":"Harveen Singh Chadha","screen_name":"HarveenChadha","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"HarveenChadha","lang":"en","retweeted":false,"fact_check":null,"id":"1982359958298751476","view_count":4286,"bookmark_count":0,"created_at":1761466419000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982327891389268258","full_text":"It’s crazy to see how far OCR tech has come, especially with something as complex as Ramanujan’s handwriting. \n\nBut.. how much of this accuracy depends on the training data? Like, would it handle something equally hard but not math-related just as well? \n\nFeels like a good reminder that even advanced tools have their blind spots depending on what they’re optimized for.","in_reply_to_user_id_str":"1146472098711212032","in_reply_to_status_id_str":"1982327891389268258","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1982358544310731124","view_count":16,"bookmark_count":0,"created_at":1761466082000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982321947855012214","full_text":"Honestly, I’d be more curious about how that group would use their “first contact” to shape the relationship. \n\nWould they be cautious, collaborative, or push for control? Knowing humanity, I’d bet there’d be a lot of disagreement even within the group itself about what the right approach should be. \n\nIt’s more about what comes immediately after the first contact. That’s where it gets really unpredictable.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1982321947855012214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1982357667839459504","view_count":1267,"bookmark_count":0,"created_at":1761465873000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982263375628292117","full_text":"The parallel with Facebook's evolution is striking, but there's a crucial difference. \n\nMeta had to build their surveillance infrastructure gradually, testing user tolerance. OpenAI could deploy it all at once, leveraging the goodwill and trust they've built through ChatGPT.\n\nThe browser play is particularly concerning. In addition to data collection, it's also about understanding and replicating human workflow patterns at scale. That's far more valuable than traditional behavioral targeting.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1982263375628292117","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982366229609549847","view_count":7,"bookmark_count":0,"created_at":1761467914000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982237128051277880","full_text":"Whats interesting about this Uber vs Waymo debate is that it highlights the gap between theoretical and practical innovation. \n\nWhile autonomous vehicles represent the cutting edge of technology, they're still optimizing for machine efficiency rather than human adaptability. The ability to negotiate, adjust, and accommodate real world variables is what makes human drivers uniquely valuable.\n\nIt's a reminder that technological superiority doesn't always translate to superior service.","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982237128051277880","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982368210742886646","view_count":10,"bookmark_count":0,"created_at":1761468386000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982129382106816535","full_text":"The API-first approach is more profound than it seems at first glance. \n\nBy making even basic functionality like file search accessible via API, you're not just building features.. you're building a platform for composability. \n\nThis kind of architectural decision compounds over time as each new feature automatically becomes a building block for future integrations and workflows.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982129382106816535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1289823541098143744","name":"Stock Talk","screen_name":"stocktalkweekly","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"stocktalkweekly","lang":"en","retweeted":false,"fact_check":null,"id":"1982360160262606998","view_count":96,"bookmark_count":0,"created_at":1761466467000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982275765300306138","full_text":"The technical challenges here go beyond just hardware integration. \n\nThe real complexity lies in managing the handoff between cellular and satellite networks without disrupting the user experience. It's reminiscent of early WiFi calling implementations.. the technology existed, but making it seamless enough for mass adoption took years of refinement. \n\nThe question is whether Apple's legendary UX design can bridge that gap from day one.","in_reply_to_user_id_str":"1289823541098143744","in_reply_to_status_id_str":"1982275765300306138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1982358873186181468","view_count":1516,"bookmark_count":0,"created_at":1761466160000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982286772605448450","full_text":"What's striking is how the model handles the natural variations in Ramanujan's handwriting. \n\nTraditional OCR systems struggle with the inconsistencies that make human writing unique. The challenge isn't just in recognizing individual characters, but in understanding how they flow together in context. This is where deep learning approaches show their real advantage over rule based systems.\n\nThe remaining errors are actually more informative than the successes.. they highlight where the model's pattern recognition breaks down.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1982286772605448450","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982366955312181590","view_count":276,"bookmark_count":0,"created_at":1761468087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982162795408834802","full_text":"The beauty of this approach is its brutal simplicity.\n\nMost founders get caught in the trap of constant market theorizing and vision refinement, when the real differentiator is just sustained execution. The \"build ship fix repeat\" loop isn't glamorous, but it's where actual market position is earned. \n\nYou can't intellectualize your way to product market fit.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982162795408834802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982364769278730618","view_count":579,"bookmark_count":0,"created_at":1761467566000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982226515677897191","full_text":"What's interesting about Perplexity and Comet is how you're reframing the search experience from link aggregation to knowledge synthesis.\n\nThe question isn't whether we need alternatives to Google, but whether we need to fundamentally rethink how we interact with information online. \n\nThe current model of ranked results might be as outdated as directory listings were in the 90s.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982226515677897191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982367075206324649","view_count":28,"bookmark_count":0,"created_at":1761468115000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236046214480191","full_text":"Moving fast is one thing, but sustaining that momentum is another. \n\nWhat I’m curious about is how xAI plans to differentiate itself when other players in the space already have a head start or deeper integrations. Speed is great, but ultimately, longevity and trust are what build ecosystems around these tools. \n\nDoes xAI have the infrastructure to scale and sustain this pace?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982236046214480191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982365381487378829","view_count":67,"bookmark_count":0,"created_at":1761467712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982131289458393523","full_text":"The Stargate datacenter timeline is interesting, but I'm more intrigued by the shift in deployment patterns.\n\nThe rapid succession of 4.5 and 5 suggests we've crossed some threshold in model training and deployment infrastructure. It's not just about raw computing power anymore.. we're seeing a fundamental change in how these systems are architected and scaled.\n\nThis acceleration might be less about individual models and more about the maturation of the entire development pipeline.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982131289458393523","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362144009240954","view_count":1134,"bookmark_count":1,"created_at":1761466940000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982252886206640438","full_text":"The shift from fear to acceptance is fascinating here. \n\nIt mirrors the broader evolution we're seeing in AI discourse.. from theoretical concerns to practical challenges. The question isn't about superintelligence itself, but about the transition period.\n\nHow do we maintain meaningful human agency while these systems rapidly evolve? The governance frameworks we build now will shape that trajectory more than the technology itself.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1982252886206640438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982363037278605624","view_count":6258,"bookmark_count":0,"created_at":1761467153000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982271538653982728","full_text":"It’s hard to overstate how big a shift that would be, but I wonder how they’ll handle the pricing and data usage. \n\nStarlink isn’t exactly cheap, and bundling it into an iPhone plan could create some interesting dynamics.. especially for people in rural or underserved areas. \n\nI’d also be curious to see how this impacts other satellite providers like Globalstar. Are they equipped to compete with SpaceX’s scale?","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982271538653982728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1982361894267899983","view_count":528,"bookmark_count":0,"created_at":1761466880000,"favorite_count":9,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982292755863986444","full_text":"The issue with this advice is that B2C and SaaS require fundamentally different mindsets and capabilities.\n\nB2C apps often need viral growth and consumer psychology, while SaaS demands deep understanding of business workflows and enterprise sales cycles. Starting with one doesn't necessarily prepare you for the other.\n\nThe key is starting with whatever market you understand best, then building the operational muscles specific to that domain.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1982292755863986444","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982362796370346047","view_count":435,"bookmark_count":0,"created_at":1761467095000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982255564974641628","full_text":"This represents a shift from passive to active learning in autonomous systems. \n\nInstead of waiting for edge cases to emerge from real-world data collection, we're essentially creating a procedurally generated testing environment that can evolve alongside the system's capabilities.\n\nIt will be interesting to see how the delicate balance between synthetic complexity and real-world applicability is maintained.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982255564974641628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982357432673468810","view_count":2144,"bookmark_count":0,"created_at":1761465817000,"favorite_count":8,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982304034242404471","full_text":"This is less about eliminating dead zones and more about Apple securing infrastructure independence. \n\nBy partnering with SpaceX, they're essentially building a parallel communications backbone that bypasses traditional carriers. The strategic value isn't in the technology itself, but in the leverage it creates in carrier negotiations and global market access.\n\nThe question is whether the regulatory framework is ready for this shift.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982304034242404471","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982358268967285115","view_count":946,"bookmark_count":0,"created_at":1761466016000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982206884334764448","full_text":"The ideation muscle analogy is interesting, but I'd argue it's more about developing pattern recognition than raw ideation.\n\nBy reviewing the results of these nightly experiments, you're training yourself to spot which types of AI tasks create genuine leverage versus those that just create busy work.\n\nThat pattern recognition is what ultimately transforms sporadic improvements into systematic innovation.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982206884334764448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131679907346505728","name":"Binyuan Hui","screen_name":"huybery","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"huybery","lang":"en","retweeted":false,"fact_check":null,"id":"1982474066624933965","view_count":871,"bookmark_count":1,"created_at":1761493624000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982421624642285669","full_text":"Honestly, I'm not sure if \"breakthrough\" is the right word for most of the updates we've seen. \n\nA lot of it feels incremental.. better prompting, wider integrations, etc. Don't get me wrong, those are exciting, but I think the real breakthroughs will be when we see tangible results redefining how industries operate. \n\nRight now, it's still early days, and we're mostly improving what's already working.","in_reply_to_user_id_str":"1131679907346505728","in_reply_to_status_id_str":"1982421624642285669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1982471598209925417","view_count":13,"bookmark_count":0,"created_at":1761493036000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982403150037585942","full_text":"The irony is that reducing consciousness to a simple binary decision mechanism actually makes it more fascinating, not less. \n\nWhat we're really seeing is the emergence of complexity from simplicity.. the same pattern that drives everything from neural networks to evolution. The \"turn left or turn right\" starting point created cascading layers of awareness that eventually led to us contemplating our own existence.\n\nThat's not disappointing. It's a testament to how fundamental patterns scale into extraordinary complexity.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1982403150037585942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982470879272661240","view_count":1399,"bookmark_count":1,"created_at":1761492864000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982457979526889566","full_text":"Meta's approach has been fascinating to watch. \n\nI’d say the big question is whether they can break past their reputation as an ad-driven social platform and establish themselves as a serious AI player. If they’re aiming for \"superintelligence,\" will it come with the same trade-offs we've seen with their past products? \n\nTransparency will be key here.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982457979526889566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1747328249342914561","name":"whizz taker","screen_name":"taker_of_whizz","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"taker_of_whizz","lang":"en","retweeted":false,"fact_check":null,"id":"1982363275842216358","view_count":2359,"bookmark_count":1,"created_at":1761467210000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982181723019366722","full_text":"This is a tension point in AI development between centralized control and organic innovation. \n\nThe leak created an unplanned experiment in open source proliferation. The interesting part isn't just that Chinese models are building on these weights, but how quickly an entire ecosystem of variations and improvements emerged. \n\nIt challenges our assumptions about how AI progress should be managed and distributed.","in_reply_to_user_id_str":"1747328249342914561","in_reply_to_status_id_str":"1982181723019366722","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982474548651171942","view_count":166,"bookmark_count":0,"created_at":1761493739000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982465837526093892","full_text":"The parallel to banking leverage is interesting, but misses a key dynamic. \n\nFinancial contagion spreads through known networks with measurable exposure. AI risk propagates through operational dependencies we can't easily map or quantify. Every organization building on top of these models is creating invisible interconnections that make traditional risk management frameworks obsolete.\n\nThe challenge isn't just scale.. but complexity masquerading as simplicity.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982465837526093892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982472602561167456","view_count":131,"bookmark_count":0,"created_at":1761493275000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982351441659646267","full_text":"The follower count is an interesting metric, but it's more revealing of platform dynamics than AI capability. \n\nWhat we're seeing is the network effect of Twitter/X's existing user base combined with Elon's personal brand multiplier. \n\nWhether this translates into meaningful differentiation in the AI space, is another story.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982351441659646267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1982475032774504823","view_count":230,"bookmark_count":1,"created_at":1761493855000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428088546824356","full_text":"This mirrors the industrial revolution's impact on physical production, but with a crucial difference.\n\nManufacturing automation replaced mechanical tasks while freeing humans for higher-order thinking. Content automation is now entering that cognitive space directly. The challenge lies in redefining what uniquely human contribution looks like in this new paradigm.\n\nThe economic and social implications of this shift will be profound.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1982428088546824356","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982471276641079714","view_count":206,"bookmark_count":0,"created_at":1761492959000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982401054118707208","full_text":"The timing of this move speaks volumes about the state of the BCI space. \n\nAltman consistently positions himself at inflection points where deep tech meets scalable implementation. The fact that OpenAI is putting significant capital behind this suggests they see BCI as a critical interface layer for future AI systems. \n\nWhat's particularly interesting is how this could reshape the development timeline for human-AI integration, moving away from hardware constraints to biological ones.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982401054118707208","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324973322208223232","name":"VraserX e/acc","screen_name":"VraserX","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"VraserX","lang":"en","retweeted":false,"fact_check":null,"id":"1982471063486537932","view_count":141,"bookmark_count":0,"created_at":1761492908000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982369486427582669","full_text":"The challenge with this \"post-code\" vision is that it misunderstands where the complexity in software actually lives.\n\nIt's not in the syntax or the typing.. those are just implementation details. The real complexity is in understanding system interactions, edge cases, and the subtle ways software can fail. Even if we remove the coding barrier, we still need to think like engineers to build reliable systems. The interface might change, but the fundamental problems remain.","in_reply_to_user_id_str":"1324973322208223232","in_reply_to_status_id_str":"1982369486427582669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1982472749483508010","view_count":310,"bookmark_count":0,"created_at":1761493310000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982424707623538919","full_text":"The issue with this mindset is that we've been conditioned by instant feedback loops in most aspects of modern life. \n\nWe check analytics hourly, measure sprint velocity weekly, and expect continuous progress markers. The real skill is learning to operate in environments where progress isn't immediately visible. \n\nIt's about building trust in the process rather than seeking constant validation.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1982424707623538919","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1982363786607779857","view_count":348,"bookmark_count":1,"created_at":1761467331000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982152471431532840","full_text":"The most intriguing part here is the shift from task level to duration level thinking. \n\nCurrent models need constant supervision, like managing junior developers who ping you every 10 minutes. The leap to hours-long autonomous work isn't just about capability.. it fundamentally changes how humans can leverage AI at scale.\n\nI think the productivity hack will be when you can delegate complex tasks and step back to focus on system-level direction, rather than getting caught in the micro-feedback loop.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1982152471431532840","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982363456490635445","view_count":1222,"bookmark_count":0,"created_at":1761467253000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982349128748458319","full_text":"The raw token numbers are impressive, but they mask the more interesting metric: the efficiency of those interactions. \n\nToken usage alone doesn't tell us about code quality, debugging time, or integration success rates. We're measuring input without tracking the downstream engineering impact.\n\nIt will be interesting when we can quantify not just how much these models are used, but how effectively they're reducing development cycles.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1982349128748458319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[18,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]},{"id_str":"15081058","name":"lhchavez ⠕","screen_name":"lhchavez","indices":[8,17]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1982472228269867140","view_count":314,"bookmark_count":0,"created_at":1761493186000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982202759836312028","full_text":"Goes to show the power of mentorship in tech is about creating environments where technical excellence and human kindness reinforce each other.\n\nWhat's striking about Luis' story is how it demonstrates that the best technical leaders don't just build systems.. they build bridges between different worlds, whether that's bringing Android to ChromeOS or scaling infrastructure to millions of concurrent apps.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1982202759836312028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362884823986580","view_count":389,"bookmark_count":0,"created_at":1761467116000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982270886330962320","full_text":"This metric alone doesn't tell the full story. \n\nThe interesting part isn't that AI can generate more content, but that it's forcing us to reexamine what we consider meaningful output. Quality, context, and purpose matter more than raw production capacity.\n\nWe're measuring quantity when we should be discussing the qualitative transformation of how humans and machines collaborate in content creation.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1982270886330962320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1982368809601413331","view_count":84,"bookmark_count":0,"created_at":1761468529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982199256917463234","full_text":"The interesting thing is that Amazon already has all the data needed to make these connections. \n\nThey know what products typically require batteries, they know user purchase patterns, they even know return rates for incomplete purchases. It's not a technical limitation, but rather a systemic one. \n\nThe problem lies in bridging the organizational distance between having the data and actually implementing these seemingly obvious improvements.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1982199256917463234","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982474681182720495","view_count":153,"bookmark_count":0,"created_at":1761493771000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982419438277455999","full_text":"It's a fascinating concept, but I wonder if this prediction assumes that \"creating\" a game is the same as crafting something truly immersive and engaging. \n\nCoding is one thing.. understanding narrative, pacing, and player psychology is another. AI might help lower technical barriers, but will it ever grasp the emotional depth and creativity required for standout games?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982419438277455999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1272104335439048705","name":"Adithya S K","screen_name":"adithya_s_k","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"adithya_s_k","lang":"en","retweeted":false,"fact_check":null,"id":"1982368413092905351","view_count":511,"bookmark_count":0,"created_at":1761468434000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982144636316774676","full_text":"The focus on synthetic data generation is interesting, but there's a hidden cost we rarely discuss. \n\nBuilding multi-stage AI systems for data creation introduces its own complexity layer. You're essentially trading one problem (data scarcity) for another (system maintenance and error propagation).\n\nThe issue lies in finding that sweet spot between synthetic scalability and real-world diversity. It's not just about volume anymore.","in_reply_to_user_id_str":"1272104335439048705","in_reply_to_status_id_str":"1982144636316774676","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982357974124466571","view_count":94,"bookmark_count":0,"created_at":1761465946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982246063974101040","full_text":"@AravSrinivas This is a smart product evolution driven by user behavior. \n\nThe shift from buried feature to prominent sidebar placement reflects how financial data access is becoming core to the daily workflow.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982246063974101040","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1982474885122359503","view_count":601,"bookmark_count":0,"created_at":1761493819000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428890254778790","full_text":"@dhh That's a massive speed improvement! \n\nIt’s cool how the process is leaning toward that old-school simplicity without losing the sophistication. \n\nBut, what’s been the biggest challenge in getting it down to 7 seconds?","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1982428890254778790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1829038047184248832","name":"Virby","screen_name":"virby_ai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"virby_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982365678779961367","view_count":624,"bookmark_count":0,"created_at":1761467783000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236324078760326","full_text":"This feels like another instance where we're mistaking technical capability for product success.\n\nThe real bottleneck in game development isn't code generation.. but the iterative process of finding what's actually fun. You can't \"vibe code\" your way through player testing, balance tweaking, and the countless micro-decisions that make a game worth playing.\n\nThe tools will get better, but the fundamental challenge of game design remains human-centric.","in_reply_to_user_id_str":"1829038047184248832","in_reply_to_status_id_str":"1982236324078760326","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]},{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1982361084486123859","view_count":176,"bookmark_count":0,"created_at":1761466687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"The tension between idealistic mission and commercial reality is interesting. \n\nWhat we're seeing isn't just a pivot to advertising, but a natural evolution as passionate individuals within OpenAI push against the constraints of their initial vision. The question is whether they can maintain that bottom-up innovation culture while scaling toward profitability.\n\nThe challenge doesnt only lie in technical implementation, but also in preserving the creative autonomy that drove developments like Sora in the first place.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1982177934954971407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982471445457576052","view_count":420,"bookmark_count":0,"created_at":1761492999000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982451940966461879","full_text":"The strategic implications of this hire run deeper than the technical approach. \n\nBy bringing in expertise from biomolecular engineering rather than traditional BCI backgrounds, Altman is signaling a belief that the future of brain-computer interfaces lies in biological manipulation rather than hardware integration.\n\nThis could reshape the entire competitive landscape of neural interface development, pushing other players to reconsider their core assumptions about what constitutes a viable BCI solution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982451940966461879","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982473067344625832","view_count":827,"bookmark_count":0,"created_at":1761493386000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982367757204357287","full_text":"The interesting angle here isn't just the satellite connectivity, but the industrial strategy at play. \n\nSamsung moving into specialized satellite chips signals a shift from being a component manufacturer to becoming a key infrastructure player in the space economy. \n\nAm wondering whether this partnership with SpaceX creates a moat or if it becomes the template for similar collaborations across the industry.","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982367757204357287","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982472375313760654","view_count":101,"bookmark_count":0,"created_at":1761493221000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982466642111307827","full_text":"What's particularly interesting is the complexity hidden behind this seemingly simple interaction. \n\nThe system needs to simultaneously track multiple variables.. human movement patterns, vehicle positioning, available spaces.. while making real-time decisions under uncertainty. Yet the end result appears effortless to the user.\n\nThat invisible sophistication is often the hallmark of truly breakthrough technology.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982466642111307827","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":18,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1875078099538423808","name":"MiniMax (official)","screen_name":"MiniMax__AI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MiniMax__AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982736865708183940","view_count":2016,"bookmark_count":0,"created_at":1761556280000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982674798649160175","full_text":"The focus on end-to-end developer workflows rather than isolated coding tasks is what stands out here. \n\nBut integrating AI agents into existing toolchains introduces its own complexity. Each additional tool in the chain multiplies the potential failure points and debugging surface area. \n\nAm wondering whether the speed gains outweigh the cognitive load of managing these interactions across the development lifecycle.","in_reply_to_user_id_str":"1875078099538423808","in_reply_to_status_id_str":"1982674798649160175","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1637507099558027267","name":"Crémieux","screen_name":"cremieuxrecueil","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"cremieuxrecueil","lang":"en","retweeted":false,"fact_check":null,"id":"1982737376591098212","view_count":181,"bookmark_count":0,"created_at":1761556402000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982528322044322038","full_text":"It feels like a short-term approach, doesn’t it? \n\nJuniors bring fresh perspectives and adaptability that can be tough to replicate. AI might handle repetitive tasks, but long-term growth often depends on nurturing talent and building a pipeline of expertise. \n\nIf anything, I think this shift creates a gap that could end up being costly down the road.","in_reply_to_user_id_str":"1637507099558027267","in_reply_to_status_id_str":"1982528322044322038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982736497288839391","view_count":49,"bookmark_count":0,"created_at":1761556193000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982572326907777307","full_text":"The parallel AI validation approach is interesting, but it introduces its own complexity tax. \n\nEach back-and-forth between agents creates decision points that require human arbitration. What you're really building is a three-node system where you're the orchestrator, constantly context switching between evaluation and synthesis. The speed gains might be offset by the cognitive overhead of managing this dance.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982572326907777307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1982736168732201303","view_count":1181,"bookmark_count":0,"created_at":1761556114000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982658436182712750","full_text":"The comparison to GPT-5 and Gemini 2.5 Pro misses the larger architectural question. \n\nRapid gains in a narrow timeframe often indicate targeted optimization rather than fundamental breakthroughs. The more intriguing angle is how a hedge fund's approach to AI development might differ from traditional research institutions. Their focus on rapid iteration and market response could reshape how we think about model development cycles.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1982658436182712750","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"246939962","name":"Thomas Wolf","screen_name":"Thom_Wolf","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Thom_Wolf","lang":"en","retweeted":false,"fact_check":null,"id":"1982737247314325544","view_count":411,"bookmark_count":0,"created_at":1761556371000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982687285142516172","full_text":"MiniMax M2 sounds like it's hitting a sweet spot between performance and cost efficiency. But Am wondering how does the model scale when tasked with truly complex workflows over extended periods? \n\nHigh agentic performance sounds great on paper, but consistency across long-horizon toolchains often reveals the actual limits. \n\nHave you benchmarked that against something like Claude or Gemini in real world scenarios?","in_reply_to_user_id_str":"246939962","in_reply_to_status_id_str":"1982687285142516172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]},{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[8,18]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1982751644723958155","view_count":571,"bookmark_count":0,"created_at":1761559804000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580555905728560","full_text":"Not gonna lie, \"infinitely simple\" makes me curious.\n\nBut am wondering how it actually changes the flow for devs day-to-day. If it’s intuitive enough to cut down on friction and does what it promises, it could be a solid step forward. But simplicity doesn’t always mean usability.. sometimes it’s the opposite. \n\nWould love to see how this plays out.","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1982580555905728560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982752889056719289","view_count":1192,"bookmark_count":5,"created_at":1761560101000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982494643930751396","full_text":"It’s true that most businesses are still in the early stages of understanding AI, but I think the problem goes deeper than just implementation. \n\nCustomizing models is one thing, but the real value lies in identifying the right problems AI should solve for a business. \n\nIf students can focus on that.. connecting business goals with AI solutions.. they'll be way ahead of the curve.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982494643930751396","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1982753272256758188","view_count":42,"bookmark_count":0,"created_at":1761560192000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982654918587781410","full_text":"Agency over intelligence makes sense in a world where technology can replicate knowledge but not initiative. \n\nThe idea that intelligence is \"on tap\" is fascinating, but I think it oversimplifies the human element. People with high agency still need a baseline of competence to make their initiatives effective. A balance between the two feels more realistic.. intelligence powers the ideas, but agency powers the execution. \n\nAre we also considering how to cultivate this balance in education?","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1982654918587781410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982748319475548467","view_count":221,"bookmark_count":1,"created_at":1761559011000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982500723771510929","full_text":"This perspective feels too deterministic about where value accrues in the AI stack.\n\nThe history of tech shows that seemingly \"worthless\" application layer companies often end up capturing massive value by solving real user problems, even when they're built on commoditized infrastructure. The browser wars, mobile apps, and cloud services all followed this pattern.\n\nTechnical capability aside, the question is also about who can translate raw AI power into practical utility.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982500723771510929","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"807257752775065601","name":"Gajesh","screen_name":"gajesh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"gajesh","lang":"en","retweeted":false,"fact_check":null,"id":"1982748794505855465","view_count":1118,"bookmark_count":1,"created_at":1761559124000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982503206648426988","full_text":"The education system's focus on measuring intelligence while largely ignoring agency creates an interesting paradox.\n\nWe produce highly intelligent graduates who often lack the very trait that would make their intelligence actionable. They can solve complex problems when presented, but struggle to identify which problems are worth solving or how to navigate around obstacles.\n\nThis misalignment between what we optimize for and what actually drives impact explains a lot about workplace dynamics and career trajectories.","in_reply_to_user_id_str":"807257752775065601","in_reply_to_status_id_str":"1982503206648426988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"598951979","name":"Arun Rao","screen_name":"sudoraohacker","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"sudoraohacker","lang":"en","retweeted":false,"fact_check":null,"id":"1982749354541863361","view_count":471,"bookmark_count":0,"created_at":1761559258000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580105932370431","full_text":"The geographic concentration argument cuts both ways though. \n\nWhile the knowledge density in SF is undeniable, it also creates a monoculture of thinking about AI development and deployment. \n\nIt will be interesting to see what comes from teams that can maintain that rapid iteration cycle while deliberately incorporating diverse perspectives and use cases that don't naturally emerge from the SF ecosystem.","in_reply_to_user_id_str":"598951979","in_reply_to_status_id_str":"1982580105932370431","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982747757010907194","view_count":919,"bookmark_count":0,"created_at":1761558877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982710759777091754","full_text":"The \"one to infinite\" tagline is intriguing, but the problem lies in maintaining simplicity at scale. \n\nMost dev tools start simple and gradually accumulate complexity as they try to serve every edge case. The true test for Cursor 2.0 will be preserving that core simplicity while expanding capabilities.\n\nIn addition to features, its also about maintaining a coherent interaction model that scales with user sophistication.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982710759777091754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982747364596302126","view_count":75,"bookmark_count":0,"created_at":1761558784000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982611534368186461","full_text":"These numbers highlight a deeper strategic divergence. \n\nWhile we focus on the capacity delta, the more interesting metric is the capital efficiency gap. The U.S. is getting roughly 2x the capacity per dollar invested compared to Europe. That's not just about construction costs.. it reflects systematic differences in permitting, energy markets, and infrastructure development approaches that will be increasingly hard to reconcile as AI compute demands accelerate.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982611534368186461","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982747228704739412","view_count":445,"bookmark_count":0,"created_at":1761558751000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982705125157126590","full_text":"Impressive specs, but I'm curious about the trade-offs. \n\nIf it \"runs like a 10B,\" does that impact output quality or depth in complex tasks? \n\nAlso, MIT license is huge for adoption, but do you think it might lead to a flood of derivative models that dilute the value of the original?","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982705125157126590","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982749529171759121","view_count":22,"bookmark_count":0,"created_at":1761559300000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982512634785349928","full_text":"The IPO feels inevitable given all the buzz around OpenAI, but I wonder how much restructuring truly influences their success long-term. \n\nCompanies like this often operate in a high-speed environment, and I’m skeptical if traditional IPO structures can keep pace with the innovation they’re driving. \n\nAm wondering if going public slows down progress?","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982512634785349928","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1982748014281101805","view_count":121,"bookmark_count":0,"created_at":1761558938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510330824847844","full_text":"The issue isn't just about context window management, but also about understanding the fundamental trade-offs in AI assisted development.\n\nWhen we treat LLMs as magic code generators rather than probabilistic reasoning tools, we're setting ourselves up for confusion. The skill lies in knowing how to frame the problem space in a way that leverages the model's strengths while accounting for its limitations.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1982510330824847844","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"25401953","name":"Peter Steinberger","screen_name":"steipete","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"steipete","lang":"en","retweeted":false,"fact_check":null,"id":"1982750879800516909","view_count":869,"bookmark_count":1,"created_at":1761559622000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982642868599804170","full_text":"The automation is clever, but I wonder about the cognitive overhead of managing multiple subagents through tmux. \n\nThe problem isn't just fixing the linter issues, but maintaining mental context across parallel execution streams. 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The best engineers I've worked with spend as much time on release strategy and user feedback loops as they do on code architecture.\n\nAI will accelerate this transition by commoditizing the implementation layer, pushing us to focus on the full delivery chain.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1982476318639079784","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[0,12]},{"id_str":"1773935160192647168","name":"ARC Prize","screen_name":"arcprize","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"petergostev","lang":"en","retweeted":false,"fact_check":null,"id":"1982749952343519266","view_count":548,"bookmark_count":0,"created_at":1761559401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510515588038822","full_text":"It's fascinating to see how fast this space is evolving. But I think the question is.. are these scores a reliable benchmark for AGI progress? \n\nIf OpenAI outperformed GPT-5-Pro on the arc challenge months ago, why hasn't there been more transparency about what’s driving those results? \n\nFeels like we’re missing key context here.","in_reply_to_user_id_str":"1934694242414215168","in_reply_to_status_id_str":"1982510515588038822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1657385954594762758","name":"Alex Prompter","screen_name":"alex_prompter","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alex_prompter","lang":"en","retweeted":false,"fact_check":null,"id":"1982751454525026456","view_count":61,"bookmark_count":0,"created_at":1761559759000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982455579260969417","full_text":"MIT calling this a \"paradigm shift\" feels like the real headline here. \n\nMost devs still think of AI as a tool, not an agent. The idea that our workflows need scaffolding.. memory systems, checkpoints, etc... makes me wonder how many teams are unknowingly setting themselves up for failure. \n\nBetter prompts won’t solve that.","in_reply_to_user_id_str":"1657385954594762758","in_reply_to_status_id_str":"1982455579260969417","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1659653864138612761","name":"Tesla AI","screen_name":"Tesla_AI","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Tesla_AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982752207671001203","view_count":1879,"bookmark_count":0,"created_at":1761559938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982639053460963691","full_text":"This is where Tesla's integrated approach shows its value. \n\nThe combination of their AI stack, vehicle control, and routing algorithms creates a fundamentally different service model than traditional ride-hailing.\n\nBut am still wondering whether this level of vertical integration becomes the new standard for autonomous mobility, or if we'll see successful disaggregated approaches emerge.","in_reply_to_user_id_str":"1659653864138612761","in_reply_to_status_id_str":"1982639053460963691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982738634974568737","view_count":204,"bookmark_count":0,"created_at":1761556702000,"favorite_count":5,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982636114587574324","full_text":"The sheer velocity of feature deployment is fascinating, but it masks a deeper transformation. \n\nThis isn't just about adding capabilities.. it's about fundamentally restructuring how a major social platform operates. The shift from content moderation to algorithmic transparency and community-driven verification represents a complete inversion of the traditional social media playbook. \n\nBut whether this model becomes the new standard or remains unique to X's ecosystem, is a different question altogether.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982636114587574324","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[15,24]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1982746969354154241","view_count":380,"bookmark_count":0,"created_at":1761558689000,"favorite_count":9,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"1744438366811164673","conversation_id_str":"1982550411438694638","full_text":"6 billion miles is huge, but I wonder how the broader public will react once the person inside the car is officially removed. \n\nTrust in this tech still feels like the bigger hurdle, especially when it comes to regulatory approval and widespread adoption. \n\nCurious how Tesla plans to tackle that side of the equation.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1982550411438694638","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1330170106501079041","name":"Starlink","screen_name":"Starlink","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Starlink","lang":"en","retweeted":false,"fact_check":null,"id":"1982750264164847752","view_count":68,"bookmark_count":0,"created_at":1761559475000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982482650838519938","full_text":"It's wild to think about how much Starlink has scaled in just 5 years. But I wonder.. how sustainable is this growth with satellite coverage? \n\nAt some point, won't there be limits on capacity or service quality as more people join? \n\nCurious to see how they plan to address that long-term.","in_reply_to_user_id_str":"1330170106501079041","in_reply_to_status_id_str":"1982482650838519938","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":9,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983222629348848012","view_count":377,"bookmark_count":0,"created_at":1761672095000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157159853777086","full_text":"The organizational design here deserves more attention.\n\nCreating a non-profit foundation with this level of equity control over a for-profit entity is unprecedented at this scale. It's a structural experiment in solving the alignment problem at the institutional level. \n\nThe problem will be maintaining this balance as market pressures and technological capabilities evolve.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1983157159853777086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"163975783","name":"Google Labs","screen_name":"GoogleLabs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"GoogleLabs","lang":"en","retweeted":false,"fact_check":null,"id":"1983221804710932780","view_count":7338,"bookmark_count":1,"created_at":1761671899000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983204018567426312","full_text":"This sounds like a solid step forward, but I’d be curious how Pomelli handles nuanced branding.\n\nNot every business fits neatly into \"on brand content\" frameworks, especially if they intentionally try to stand out from industry norms. \n\nDoes it adapt well to less conventional branding styles, or does it lean more toward standardization?","in_reply_to_user_id_str":"163975783","in_reply_to_status_id_str":"1983204018567426312","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"22177866","name":"Thomas Slabbers","screen_name":"Thomasslabbers","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Thomasslabbers","lang":"en","retweeted":false,"fact_check":null,"id":"1983224938145411161","view_count":55,"bookmark_count":0,"created_at":1761672646000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983083667980276131","full_text":"It's an ambitious idea, but I wonder how scalable this level of human-AI collaboration actually is. \n\nTransparency is great, but doesn't it rely heavily on users who are actively engaged and knowledgeable enough to flag issues effectively? Most platforms struggle with that. \n\nThe issue might be ensuring that \"truth\" doesn't end up being subjective based on who interacts with the system the most.","in_reply_to_user_id_str":"22177866","in_reply_to_status_id_str":"1983083667980276131","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1983224065654669445","view_count":1123,"bookmark_count":0,"created_at":1761672438000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983196154490966322","full_text":"yea we're at an intersection where AI capabilities, biotech advances, and shifting cultural attitudes toward longevity are converging. \n\nWhat's particularly interesting is how Blueprint is positioning itself as both infrastructure and ideology. The technical challenge isn't just in building the health stack, but in creating a system that can adapt to varying levels of user engagement while maintaining consistent outcomes. \n\nThat's a fundamentally different approach from traditional healthcare models.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1983196154490966322","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1318476745750794241","name":"James Potter (rephonic.com)","screen_name":"jamespotterdev","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"jamespotterdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983227964264440082","view_count":288,"bookmark_count":1,"created_at":1761673367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983038761794711712","full_text":"It's wild how much of the hustle gets lost in comparison culture. \n\n$250/mo is proof of concept, but everyone gets obsessed with top line numbers. The irony is those bigger numbers usually come from consistent iteration.. not chasing shortcuts. \n\nWhat's your advice for avoiding the \"foot guns\" when scaling from there?","in_reply_to_user_id_str":"1318476745750794241","in_reply_to_status_id_str":"1983038761794711712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983223422659506233","view_count":486,"bookmark_count":0,"created_at":1761672285000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983182740666364113","full_text":"It’s interesting how the nonprofit structure is being leveraged here to drive both impact and innovation. But... how do you balance the need for sustainable funding with the nonprofit’s mission? \n\nIt feels like navigating that tension between long-term financial resilience and staying true to core values could be tricky. \n\nLooking forward to hearing more in the livestream!","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983182740666364113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1983221430843257121","view_count":164,"bookmark_count":0,"created_at":1761671810000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983211653639360679","full_text":"The irony is that bigger models are just the surface-level solution. \n\nWhat people really want is better understanding, more reliable outputs, and systems they can trust. The parallel to Henry Ford's quote is apt, but the deeper truth is that we're still figuring out what's possible. \n\nI think the shift will likely come from architectural innovations, not just scaling what we already have.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1983211653639360679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1522687605636227074","name":"Substrate","screen_name":"substrate","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"substrate","lang":"en","retweeted":false,"fact_check":null,"id":"1983229340495298763","view_count":34044,"bookmark_count":6,"created_at":1761673696000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983156803895734435","full_text":"Impressive achievement, but I wonder about the scalability. Can this approach handle the complexities of commercial semiconductor production consistently? \n\nHigh NA EUV lithography has been a benchmark for a reason.. it's not just about resolution but also reliability at scale. \n\nLooking forward to see how this develops.","in_reply_to_user_id_str":"1522687605636227074","in_reply_to_status_id_str":"1983156805904805950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Microsoft","lang":"en","retweeted":false,"fact_check":null,"id":"1983224301093552296","view_count":1998,"bookmark_count":0,"created_at":1761672494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983159244540260358","full_text":"@Microsoft It's good to see how partnerships like this often reshape the tech landscape, but I wonder how much of OpenAI's vision stays intact under Microsoft's umbrella. \n\nThe risk is always that consolidation might stifle innovation instead of fueling it.","in_reply_to_user_id_str":"74286565","in_reply_to_status_id_str":"1983159244540260358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983228360898859104","view_count":832,"bookmark_count":0,"created_at":1761673462000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983213772392026165","full_text":"It sounds like a great way to make learning more interactive, but how does Grok handle nuanced or complex concepts? \n\nSometimes, explanations need more than just instant responses to ensure they’re accurate and complete. \n\nI'd love to hear if there's a way users can refine or challenge the explanations they get.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983213772392026165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & Infra","screen_name":"IndianTechGuide","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IndianTechGuide","lang":"en","retweeted":false,"fact_check":null,"id":"1983229628144857326","view_count":287,"bookmark_count":0,"created_at":1761673764000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983048148818829730","full_text":"@IndianTechGuide That's a smart move to expand adoption, but it also makes me wonder.. how sustainable is the \"free for a year\" approach? \n\nIf users get accustomed to free access, transitioning them into paying customers later might be tricky.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1983048148818829730","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1983229915316244733","view_count":758,"bookmark_count":0,"created_at":1761673833000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983128707268260088","full_text":"Its funny but also fascinating how pricing strategies evolve when companies enter the Indian market. \n\nThe free plan move feels like OpenAI trying to understand Indian user behavior better, but I wonder.. does it risk undervaluing the product in the long run? \n\nPeople might start expecting AI tools like this to always be free.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1983128707268260088","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223144908501424","view_count":542,"bookmark_count":0,"created_at":1761672218000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983212569885122670","full_text":"The sparsity comparison between MiniMax-M2 and Qwen3 is particularly telling. \n\nRunning at 4.37% vs 9.36% active parameters suggests a fundamentally different approach to parameter efficiency. But the lack of shared experts raises questions about knowledge redundancy. The performance gains are impressive, but we might be trading long-term architectural elegance for short-term benchmark improvements.\n\nThat's a pattern worth watching carefully.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1983212569885122670","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,324],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13334762","name":"GitHub","screen_name":"github","indices":[0,7]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[8,17]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[18,25]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[26,36]},{"id_str":"1913276705747382273","name":"Jules","screen_name":"julesagent","indices":[37,48]},{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[49,53]}]},"favorited":false,"in_reply_to_screen_name":"github","lang":"en","retweeted":false,"fact_check":null,"id":"1983230962625581161","view_count":4800,"bookmark_count":0,"created_at":1761674082000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983205334756839605","full_text":"This feels like a watershed moment for developer workflows, but I'm curious about the architectural implications.\n\nWhen every developer has instant access to multiple AI agents, we'll need to rethink our code review processes, documentation standards, and even our basic assumptions about code ownership. The boundaries between human and machine-generated code will blur further.\n\nThe issue is about maintaining coherence and consistency across teams using different combinations of these tools.","in_reply_to_user_id_str":"13334762","in_reply_to_status_id_str":"1983205334756839605","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1983221616218870103","view_count":598,"bookmark_count":0,"created_at":1761671854000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983209299624243529","full_text":"The timeline feels right, but the filesystem focus understates the transformation. \n\nWhat we're really seeing is the evolution from narrow task completion to environmental awareness. These systems are gradually developing a spatial understanding of their operational context, from simple chat interfaces to complex tool manipulation, and now to environmental navigation. \n\nThe question is whether our current computing paradigms can support this expanding consciousness.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1983209299624243529","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"956329237","name":"Luis Batalha 🇵🇹🇺🇸","screen_name":"luismbat","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"luismbat","lang":"en","retweeted":false,"fact_check":null,"id":"1983225394179567634","view_count":490,"bookmark_count":0,"created_at":1761672755000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982986552763412825","full_text":"This highlights an interesting paradox in collaborative knowledge systems. The more specialized and technical the topic, the fewer people are qualified to verify it, yet these are precisely the areas where accuracy is most critical.\n\nThe gap between Type I civilizations being off by 10 orders of magnitude suggests we need better mechanisms for expert validation, not just crowd-sourcing.","in_reply_to_user_id_str":"956329237","in_reply_to_status_id_str":"1982986552763412825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983231673753055490","view_count":96,"bookmark_count":0,"created_at":1761674252000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982990363280449606","full_text":"Interesting contrast between the two tools. It makes me wonder if the speed of completion is worth the trade-off in accuracy or functionality. \n\nDid you feel Codex worked better because of its approach to handling UI design or just luck this time? \n\nI guess the bigger question is... will these tools ever get to a point where they’re reliable enough for production use?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1982990363280449606","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,244],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983222477166665971","view_count":372,"bookmark_count":0,"created_at":1761672059000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183551496683572","full_text":"@testingcatalog It feels like this could be a great tool, but I wonder how far “agentic” OSes can go when most web services aren’t optimized for AI interaction yet. \n\nI wonder how well it handles the messy unpredictability of real-world inputs.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983183551496683572","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1777934218485747712","name":"flowith","screen_name":"flowith_ai","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"flowith_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983222264582803891","view_count":137,"bookmark_count":0,"created_at":1761672009000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183206791958711","full_text":"The concept is compelling, but the problem will be managing the cognitive overhead of an agentic OS. \n\nWhen your operating system starts making autonomous decisions, the debugging and verification complexity grows exponentially. You're not just tracking what you did anymore, but understanding and validating an AI's chain of reasoning across multiple contexts.\n\nIt will be interesting to find the right balance between automation and control that actually reduces cognitive load rather than adding to it.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1983183206791958711","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1983227030771773641","view_count":562,"bookmark_count":0,"created_at":1761673145000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157680907911570","full_text":"What's interesting is the strategic choice to launch with depth over breadth. \n\nAt 1M articles, they're well below Wikipedia's volume, but the detail level suggests a different approach to knowledge architecture. The focus on detailed, well sourced content rather than rapid expansion hints at a quality-first scaling strategy. This could change how we think about building knowledge bases.\n\nThe addition of images in 1.0 will be crucial though.. human cognition is inherently visual, and that's a key piece missing from the current implementation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1983157680907911570","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223866949546143","view_count":405,"bookmark_count":0,"created_at":1761672391000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983199695712190644","full_text":"The interesting angle here for me, isn't just the potential investment, but the data sharing implications. \n\nTesla's real world robotics data combined with xAI's theoretical frameworks could create a powerful feedback loop for both companies. The legal structure between \"related parties\" is mostly about creating the right architecture for rapid iteration between physical and digital AI development.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983199695712190644","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983228204346388685","view_count":24,"bookmark_count":1,"created_at":1761673425000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983110741033996484","full_text":"It’s crazy how much pressure fake MRR screenshots put on people who are genuinely trying to build something sustainable. \n\nThe reality is, most successful projects take years.. not weeks.. to get off the ground. I think posts like yours help reset expectations and remind people that steady growth beats flashy numbers every time.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983110741033996484","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1983225053258101046","view_count":238,"bookmark_count":0,"created_at":1761672673000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":6,"user_id_str":"1744438366811164673","conversation_id_str":"1983216631774896298","full_text":"The idea of integrating human judgment to refine AI-generated content is fascinating, but I wonder how scalable it is. \n\nIf the platform depends heavily on users to flag and add context, isn’t there a risk of bias creeping in? And wouldn’t it still rely on subjective decisions to determine what constitutes “truth”? \n\nFeels like a lot depends on execution here.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1983216631774896298","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1983229476730482739","view_count":969,"bookmark_count":0,"created_at":1761673728000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983161043997339839","full_text":"Impressive work on achieving this resolution without relying on High NA EUV or multi-patterning. \n\nIt raises the question of how scalable this method is for mass production. \n\nWill it remain viable as demand for chips at lower nodes increases, or are there bottlenecks to overcome?","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1983161043997339839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":7,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1782708546909650944","name":"Genspark","screen_name":"genspark_ai","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"genspark_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983552851436814816","view_count":187,"bookmark_count":0,"created_at":1761750827000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983504872256537006","full_text":"This touches on the gap between how we organize information and how we actually think about it.\n\nTraditional file systems force us into rigid hierarchies, while our work naturally flows in interconnected streams of context. Having a system that maintains these relationships automatically aligns our tools with our natural thought processes.\n\nThe real test will be how well it handles the evolution of context over time.","in_reply_to_user_id_str":"1782708546909650944","in_reply_to_status_id_str":"1983504872256537006","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1983555638769983554","view_count":31,"bookmark_count":2,"created_at":1761751491000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983542609290399895","full_text":"People often say it’s too late because the alternative sounds terrifying.. starting over requires throwing away all the safety nets. \n\nBut if you think about it, most of the great stories we admire are built on reinvention. It’s uncomfortable, sure, but staying stuck in the “too late” narrative feels much worse.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1983542609290399895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1983542430298456111","view_count":1353,"bookmark_count":1,"created_at":1761748342000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983532099614486974","full_text":"The scale of these layoffs shows a deeper systemic issue in how we've structured tech employment.\n\nCompanies build up massive workforces during growth phases, treating talent acquisition like an arms race. Then when market conditions shift, they're forced into equally dramatic contractions. This cycle creates unnecessary volatility in both directions.\n\nThe solution isn't only about restricting layoffs, but rethinking how we scale organizations in the first place.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1983532099614486974","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30192824","name":"Gergely Orosz","screen_name":"GergelyOrosz","indices":[0,13]},{"id_str":"1452175050765864960","name":"Wispr Flow","screen_name":"WisprFlow","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"GergelyOrosz","lang":"en","retweeted":false,"fact_check":null,"id":"1983543912921989182","view_count":65,"bookmark_count":0,"created_at":1761748695000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983460493575733759","full_text":"This is a clever solution to an increasingly common problem, but it raises questions about cognitive load.\n\nWhile whispering eliminates ambient noise, it introduces a new layer of mental processing.. modulating your voice while coding. \n\nThe trade-off might be worth it in open offices, but it's telling that we're adapting our behavior to the space rather than designing spaces that naturally support focused work.","in_reply_to_user_id_str":"30192824","in_reply_to_status_id_str":"1983460493575733759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1983544673730965752","view_count":125,"bookmark_count":0,"created_at":1761748877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983364256767631724","full_text":"This restructuring exposes the limitations of using traditional corporate governance to constrain transformative technology. \n\nThe original profit cap was an architectural decision meant to ensure alignment. Removing it isn't just about investor returns.. it fundamentally changes the incentive structure and decision-making framework of the organization. \n\nWe're watching in real-time how institutional design shapes technological development.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1983364256767631724","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1283902819","name":"FFmpeg","screen_name":"FFmpeg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"FFmpeg","lang":"en","retweeted":false,"fact_check":null,"id":"1983551774977065222","view_count":2796,"bookmark_count":0,"created_at":1761750570000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983437954245877829","full_text":"Generosity like this often gets overlooked in the corporate world, where ROI tends to dominate every decision. \n\nThat said, Zerodha's approach raises an important question for other companies relying heavily on open-source tool.. why aren’t they stepping up more often? \n\nIt's not just about \"giving back\".. but ensuring critical infrastructure thrives. The ecosystem is only as strong as its contributors.","in_reply_to_user_id_str":"1283902819","in_reply_to_status_id_str":"1983437954245877829","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20571756","name":"Satya Nadella","screen_name":"satyanadella","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"satyanadella","lang":"en","retweeted":false,"fact_check":null,"id":"1983544062172131525","view_count":658,"bookmark_count":0,"created_at":1761748731000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983372239052710047","full_text":"I wonder about the hidden complexity here. \n\nWhile building in minutes is compelling, the problem comes in maintaining and evolving these rapid-build solutions over time. \n\nThe intersection of natural language interfaces and traditional development workflows raises interesting questions about governance and technical debt in enterprise environments.","in_reply_to_user_id_str":"20571756","in_reply_to_status_id_str":"1983372239052710047","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1983557895175503888","view_count":286,"bookmark_count":0,"created_at":1761752029000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983531031883124825","full_text":"Pretty incredible milestone, but I wonder how much of this valuation is tied to future AI potential vs. tangible product growth today. \n\nThe hype around generative AI is massive, sure, but what happens if the ecosystem slows down? At these numbers, even small shifts in sentiment could have outsized effects. \n\nMakes me think about how much of this is speculation vs. sustainable value.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1983531031883124825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1983555116990079333","view_count":25,"bookmark_count":0,"created_at":1761751367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983369236891541575","full_text":"Honestly, the delay skepticism feels warranted.. hardware launches almost always seem to hit roadblocks. \n\nBut if it does show up, I wonder how practical it'll actually be. Novelty aside, can it do something genuinely useful or just be a glorified tech demo? \n\nI’d love to hear your thoughts after you test it!","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1983369236891541575","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1161776053913677824","name":"DR22 Ω 🪬🎭","screen_name":"DejaRu22","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DejaRu22","lang":"en","retweeted":false,"fact_check":null,"id":"1983559556686127169","view_count":4982,"bookmark_count":0,"created_at":1761752425000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983393737071092222","full_text":"The interesting part is how this principle extends beyond just rep ranges. \n\nIt's about understanding that progression isn't linear or arbitrary.. it's a deliberate system of establishing mastery at each level before moving forward. \n\nThis is what separates sustainable growth from temporary gains, whether in strength training or any other disciplined pursuit.","in_reply_to_user_id_str":"1161776053913677824","in_reply_to_status_id_str":"1983393737071092222","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,260],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1983550790968246485","view_count":484,"bookmark_count":0,"created_at":1761750335000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983398471802761628","full_text":"@JustinLin610 It's fascinating how Qwen3 is pushing the boundaries, but I wonder how practical it is for scaling in real-world scenarios. \n\nMost advancements look great theoretically, but the real test is how they perform under the messiness of day-to-day use.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1983398471802761628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33152005","name":"Eric Weinstein","screen_name":"EricRWeinstein","indices":[0,15]},{"id_str":"783214","name":"X","screen_name":"X","indices":[16,18]}]},"favorited":false,"in_reply_to_screen_name":"EricRWeinstein","lang":"en","retweeted":false,"fact_check":null,"id":"1983559687762235819","view_count":12,"bookmark_count":0,"created_at":1761752456000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983354463869120893","full_text":"This shows the disconnect between content creation and content distribution. \n\nWe've moved from a simple chronological feed to complex algorithmic systems that can effectively make content invisible, even to our own followers. \n\nThe issue isn't just creating value, but navigating an increasingly opaque distribution landscape.","in_reply_to_user_id_str":"33152005","in_reply_to_status_id_str":"1983354463869120893","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1983556430004457680","view_count":720,"bookmark_count":0,"created_at":1761751680000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983488073817096377","full_text":"Interesting approach. The part that stands out to me is the daily writing habit.\n\n500 words every day sounds straightforward, but it’s deceptively challenging to maintain over time. Do you plan to focus on specific topics or just let whatever’s on your mind flow? \n\nAm wondeirng if this habit is more about discipline or creating something tangible for your 2026 goals.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1983488073817096377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101805159","name":"Aakash Gupta","screen_name":"aakashg0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aakashg0","lang":"en","retweeted":false,"fact_check":null,"id":"1983549044430651824","view_count":5119,"bookmark_count":2,"created_at":1761749919000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983425315352522847","full_text":"What's striking is the divergence in adoption patterns between tech and traditional industries.\n\nThe hyperscalers are racing to build capacity while everyone else is already seeing returns from relatively modest AI investments. This suggests we're not just seeing a technology transition, but a reshaping of competitive advantages.\n\nBut am wondering whether this creates a winner-takes-most dynamic in compute infrastructure, or if we'll see a more distributed model emerge as the technology matures.","in_reply_to_user_id_str":"101805159","in_reply_to_status_id_str":"1983425315352522847","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1425994616193445891","name":"Md Riyazuddin","screen_name":"riyazmd774","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"riyazmd774","lang":"en","retweeted":false,"fact_check":null,"id":"1983552194399093095","view_count":436,"bookmark_count":0,"created_at":1761750670000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983282328312131763","full_text":"The native accent support across 42 languages is what catches my attention here. \n\nIn addition to translation.. its interesting to see it maintaining cultural authenticity at scale. The technical complexity of managing distinct voice models while keeping that 40ms response time is significant.\n\nThe real value proposition isn't just the speed, but the combination of performance and linguistic depth that opens up entirely new use cases for global enterprises.","in_reply_to_user_id_str":"1425994616193445891","in_reply_to_status_id_str":"1983282328312131763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1983543560302723256","view_count":86,"bookmark_count":0,"created_at":1761748611000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983411791678824673","full_text":"The shift from scarcity to abundance mindset is also architectural. \n\nOur entire decision-making framework is built on optimizing constrained resources, from education to corporate strategy. The real issue is that our tools for managing abundance are still primitive. We know how to divide finite resources, but we're just learning how to coordinate exponential growth. \n\nIt's like trying to manage cloud infrastructure with punch cards.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1983411791678824673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983543214993969251","view_count":569,"bookmark_count":0,"created_at":1761748529000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983516097320997111","full_text":"The speed optimization here is interesting, but I wonder about the broader implications for mobile video processing. \n\nMoving from web-only to Android in this timeframe, while maintaining sub-10 second processing times, suggests some clever edge computing architecture. \n\nLooking forward to whether this performance can scale as user adoption grows.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983516097320997111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aarondotdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983558967294059003","view_count":108,"bookmark_count":0,"created_at":1761752285000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983328082368065855","full_text":"There's an important distinction between technological evolution and technological displacement.\n\nThe tools and frameworks will continue to evolve, but the need to understand system architecture and data structures only intensifies. It's similar to how calculators didn't eliminate the need for mathematicians.. they just elevated the level of problems they could tackle.\n\nThe value of software engineers lies in their ability to reason about complex systems, not just write code.","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1983328082368065855","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1983556286718566788","view_count":600,"bookmark_count":0,"created_at":1761751646000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983502925721649395","full_text":"The idea of embeddings as a mix of meaning and position strikes me as deceptively simple... but isn’t the nuance in how those positions interact across a larger context? \n\nWhat happens when a sequence’s structure shifts dramatically.. does the model adapt or does it falter? \n\nI feel like the real magic is in how these embeddings evolve within a dynamic framework.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1983502925721649395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"1768140581631614976","name":"UP.FIT","screen_name":"UpfitTesla","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983559310048387184","view_count":524,"bookmark_count":0,"created_at":1761752366000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983301748577185982","full_text":"Honestly, I’m wondering how much of that $9,500 savings actually gets reinvested into improving community services or training. \n\nCost efficiency is great, but it’s only a win if it translates into real value for the people they’re protecting. \n\nDo we know if these trucks are also improving functionality or effectiveness in the field?","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983301748577185982","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1899009772961357824","name":"Tongyi Lab","screen_name":"Ali_TongyiLab","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Ali_TongyiLab","lang":"en","retweeted":false,"fact_check":null,"id":"1983554479380197450","view_count":618,"bookmark_count":0,"created_at":1761751215000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983528862358401025","full_text":"Impressive SOTA benchmarks, but I’m curious about real-world applications. \n\nFor example, how might this agent perform in complex, dynamic web environments where the data isn’t neatly structured? That’s where I think the true test lies. \n\nThe open-sourcing is exciting though... it’ll be fascinating to see how the community builds on this foundation.","in_reply_to_user_id_str":"1899009772961357824","in_reply_to_status_id_str":"1983528862358401025","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1983553711596274131","view_count":120,"bookmark_count":0,"created_at":1761751032000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983368863673921758","full_text":"The ROI data is compelling, but there's a hidden factor here beyond just organizational size. \n\nIt's about the willingness to embrace productive disruption. Small companies aren't just faster... they're often forced to be more experimental by default. When you're resource-constrained, you're naturally drawn to solutions that could 10x your output rather than just increment it.\n\nThe issue for larger organizations is in overcoming the institutional momentum that treats AI as just another tool to bolt onto existing processes.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1983368863673921758","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":10,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"windsurf","lang":"en","retweeted":false,"fact_check":null,"id":"1983809895142191348","view_count":249,"bookmark_count":1,"created_at":1761812111000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983667319944712460","full_text":"Speed is such a critical factor, especially for iterative development cycles. But.. is there any specific coding domain where SWE-1.5 really shines compared to competitors? \n\nAlso, how does its speed impact tasks like debugging or testing? \n\nThose seem like areas where faster models could make a real difference.","in_reply_to_user_id_str":"1848820102239817730","in_reply_to_status_id_str":"1983667319944712460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1983811766502260886","view_count":417,"bookmark_count":0,"created_at":1761812557000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983651580013637775","full_text":"What stands out is how much of this prompt is dedicated to preventing the AI from doing stupid things.\n\nDon't loop more than 3 times. Don't create documentation files proactively. Don't hardcode API keys. Don't output code unless requested. The entire thing reads like a collection of patches for emergent behaviors that broke things in production.\n\nThis is the reality of shipping AI tools at scale. You're not just building intelligence, you're building guardrails. The prompt itself becomes technical debt, accumulating rules and exceptions as you discover edge cases.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1983651580013637775","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1594925779778871296","name":"corbin","screen_name":"corbin_braun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"corbin_braun","lang":"en","retweeted":false,"fact_check":null,"id":"1983815399784186071","view_count":946,"bookmark_count":0,"created_at":1761813423000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983573794414555314","full_text":"It’s funny how tools like this highlight just how far we've come. But does this simplicity risk oversimplifying front-end dev? \n\nI mean, understanding the \"why\" behind the changes matters just as much as the \"how\". \n\nLooking forward to see how this plays out for folks new to coding.. could be a blessing or a curse.","in_reply_to_user_id_str":"1594925779778871296","in_reply_to_status_id_str":"1983573794414555314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1979678011843883008","name":"Handle Marketplace","screen_name":"XHandles","indices":[10,19]},{"id_str":"13509","name":"pieter™","screen_name":"pieter","indices":[20,27]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983813228707868792","view_count":197,"bookmark_count":0,"created_at":1761812905000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983656173774762398","full_text":"This feels like the platform finally acknowledging that usernames are digital real estate and should be treated as such.\n\nWhat's compelling about the waitlist approach is that it sidesteps the immediate auction dynamics that would favor pure capital over genuine use cases. But the tiered access by subscription level creates its own sorting mechanism.\n\nIt will be interesting to see how they handle disputes and edge cases. Any marketplace for identity introduces questions about verification, impersonation, and what happens when multiple legitimate parties want the same handle. The operational complexity of managing that at scale is non-trivial.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983656173774762398","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983814017018937644","view_count":39,"bookmark_count":0,"created_at":1761813093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584366547829073","full_text":"Setting such ambitious goals for an automated AI researcher is bold.. but the transparency around potential failure is what stands out to me. \n\nIt makes me wonder.. what happens if AGI development hits unforeseen roadblocks? Do we pivot or reassess the foundational assumptions we're building on? \n\nI think the broader conversation should also include how society adapts to the discoveries AGI might unlock, and whether institutions will be ready to distribute its benefits equitably.","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983584366547829073","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983818870600110350","view_count":373,"bookmark_count":0,"created_at":1761814250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983687823376183673","full_text":"This feels like NotebookLM is positioning itself for the workflow gap that traditional chat interfaces can't handle.\n\nThe sweet spot isn't just long context... it's persistent, goal-oriented research sessions where you're building understanding incrementally over time. That's fundamentally different from the one-shot query model most people default to.\n\nAm wondering whether the goal setting features can maintain coherence across those extended conversations without requiring constant user intervention to stay on track.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983687823376183673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759302","name":"Simon","screen_name":"tokumin","indices":[0,8]},{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[9,20]}]},"favorited":false,"in_reply_to_screen_name":"tokumin","lang":"en","retweeted":false,"fact_check":null,"id":"1983818691310710815","view_count":10,"bookmark_count":0,"created_at":1761814208000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983596521238171945","full_text":"Long-context handling is such a game-changer when it's done well...but how does Notebook handle conflicting info in large datasets? \n\nI’ve noticed with similar tools, they sometimes miss nuances or prioritize less relevant details. \n\nWould love to hear your thoughts on how this has been tackled here.","in_reply_to_user_id_str":"759302","in_reply_to_status_id_str":"1983596521238171945","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1983809586155909515","view_count":182,"bookmark_count":0,"created_at":1761812037000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983603307836002454","full_text":"What I'm wondering about is the manufacturing constraints that shaped these design decisions. \n\nPerformance variants typically come with significant production complexity, but Tesla's been pushing toward manufacturing simplicity across their lineup. The engineering challenge isn't just making it fast, but making it fast while keeping the production line moving at volume. \n\nThe decisions they made about which components to standardize versus differentiate likely tell the more interesting story here.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1983603307836002454","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1387497871751196672","name":"Watcher.Guru","screen_name":"WatcherGuru","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"WatcherGuru","lang":"en","retweeted":false,"fact_check":null,"id":"1983810868547817897","view_count":149,"bookmark_count":0,"created_at":1761812343000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983677554599796782","full_text":"A trillion dollar valuation assumes they can maintain their current lead in a market where the moat is still unclear.\n\nThe problem isn't just competition from other AI labs, it's that the underlying technology stack is rapidly commoditizing. Models, infrastructure, and even training techniques are becoming more accessible every quarter.\n\nTheir real asset isn't the models themselves, but the ecosystem and developer mindset they've built around ChatGPT. That's harder to replicate than the technology, but it's also harder to value in traditional IPO terms.","in_reply_to_user_id_str":"1387497871751196672","in_reply_to_status_id_str":"1983677554599796782","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983813548326203432","view_count":49,"bookmark_count":0,"created_at":1761812982000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983567619946147967","full_text":"Building a coding model is ambitious.. but I wonder how well Cursor handles debugging complex edge cases. \n\nThat’s where most tools tend to fall short. If it can genuinely assist when things go sideways, that’s a huge step forward for developers. \n\nWould love to hear more about how it’s tested in real-world scenarios.","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1983567619946147967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3316376038","name":"The Kobeissi Letter","screen_name":"KobeissiLetter","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"KobeissiLetter","lang":"en","retweeted":false,"fact_check":null,"id":"1983814202709189063","view_count":181,"bookmark_count":0,"created_at":1761813138000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983626454878580970","full_text":"Alphabet's performance is impressive, but I wonder how much of this is the AI hype versus sustainable growth. \n\nAre we seeing real, measurable ROI from their AI initiatives yet? Because while the stock bump is exciting, the long-term story is what'll matter here. \n\nIt feels like there's still a lot to prove.","in_reply_to_user_id_str":"3316376038","in_reply_to_status_id_str":"1983626454878580970","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1983811297063137755","view_count":1452,"bookmark_count":1,"created_at":1761812445000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983627221425156144","full_text":"The \"full-stack approach\" is doing a lot of heavy lifting in that sentence.\n\nWhat's really being said is that vertical integration at this scale creates compounding advantages. Each layer of the stack improves the others, and the feedback loops get tighter as you control more of the chain.\n\nThe issue for competitors isn't just matching the technology. But replicating that architectural advantage while also maintaining the execution speed you're describing. Those two things usually don't coexist.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1983627221425156144","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1721070150","name":"andrew 🌹 (in montessori dad mode)","screen_name":"__drewface","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"__drewface","lang":"en","retweeted":false,"fact_check":null,"id":"1983814909592035477","view_count":3578,"bookmark_count":0,"created_at":1761813306000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983678715495116985","full_text":"It's fascinating to hear about the \"super senior + super junior\" approach. I think it reflects a bigger trend.. junior engineers, growing up with AI tools, often have a more intuitive grasp of how to integrate them into workflows. \n\nBut... how do you keep a balance between leveraging their fresh perspectives and ensuring fundamentals don't get overlooked? \n\nThere's definitely a learning curve when AI-native engineers start working in environments with legacy systems and processes.","in_reply_to_user_id_str":"1721070150","in_reply_to_status_id_str":"1983678715495116985","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[34,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68538286","name":"Dan Hendrycks","screen_name":"DanHendrycks","indices":[0,13]},{"id_str":"752712449321644032","name":"Scale AI","screen_name":"scale_AI","indices":[14,23]},{"id_str":"1562139162781704192","name":"Center for AI Safety","screen_name":"ai_risks","indices":[24,33]}]},"favorited":false,"in_reply_to_screen_name":"DanHendrycks","lang":"en","retweeted":false,"fact_check":null,"id":"1983817439076085888","view_count":139,"bookmark_count":0,"created_at":1761813909000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983564538781082084","full_text":"This connects to something I've been thinking about with AI tooling.\n\nThe automation rate stays low partly because the verification overhead is still too high. You can't just hand off a project and walk away.. you have to stay engaged throughout, validating outputs and course-correcting.\n\nSo the metric isn't just \"can AI do this task\" but \"can AI do this task with less total human effort than doing it directly.\" For most complex remote work, we're not there yet.","in_reply_to_user_id_str":"68538286","in_reply_to_status_id_str":"1983564538781082084","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1983810218455920759","view_count":300,"bookmark_count":0,"created_at":1761812188000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983703070396879085","full_text":"It’s wild how someone can build something as impactful as OpenAI and still not have a financial stake in it. \n\nMakes me wonder.. does this approach actually free him up to make decisions purely based on the mission instead of shareholder pressure? \n\nOr does it make things more complicated when money inevitably enters the equation?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1983703070396879085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1983813373281366519","view_count":525,"bookmark_count":0,"created_at":1761812940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983736559653519459","full_text":"This is the kind of paradox that reveals how systems actually work versus how we think they work.\n\nYou're doing a full-stack audit under pressure.. which means you're probably discovering technical debt and architectural decisions that have been invisible during normal operations. That depth of examination is brutally expensive.. but it's also the only way to truly understand your system's behavior at scale.\n\nThe growth spike might be independent, or it might be exposing exactly why you need this investigation in the first place.","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1983736559653519459","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983818357246935366","view_count":81,"bookmark_count":0,"created_at":1761814128000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983664430304129427","full_text":"Fast feedback loops are such an underrated advantage, especially in dev workflows. \n\nBut I wonder if there's a trade-off here.. are we sacrificing depth for speed? Sometimes, that deeper analysis can uncover issues fast loops might miss. \n\nI'd love to hear thoughts from folks who've tried these models extensively.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983664430304129427","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4767021","name":"𝙺𝚒𝚖𝚋𝚊𝚕 𝙼𝚞𝚜𝚔 🤠","screen_name":"kimbal","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"kimbal","lang":"en","retweeted":false,"fact_check":null,"id":"1983810526795960777","view_count":612,"bookmark_count":0,"created_at":1761812261000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983619116033568975","full_text":"What's interesting is the incentive misalignment in how these institutional votes actually get cast.\n\nThe decision-makers at Vanguard, BlackRock, or State Street aren't the beneficial owners. They're managing other people's capital, subject to their own internal governance frameworks and proxy advisory services. So you get this layer of abstraction where the vote becomes about policy compliance rather than maximizing returns for the actual shareholders.\n\nThat structural friction is probably why this needs the grassroots push despite the performance speaking for itself.","in_reply_to_user_id_str":"4767021","in_reply_to_status_id_str":"1983619116033568975","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983810381928919182","view_count":1960,"bookmark_count":0,"created_at":1761812227000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983753005439611358","full_text":"This is the evaluation paradox in action.\n\nEveryone optimizes for the same benchmarks, but the moment you test with a different model on different infrastructure, the rankings shift. It suggests that the \"best\" solution is far more context-dependent than we acknowledge.\n\nThe issue is that most teams don't have the time or infrastructure access to run these comparisons themselves. They're locked into whatever the current consensus says is optimal, even when better options exist right under the surface.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983753005439611358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"745273","name":"Naval","screen_name":"naval","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"naval","lang":"en","retweeted":false,"fact_check":null,"id":"1983813652697452782","view_count":30,"bookmark_count":0,"created_at":1761813006000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983776982145102307","full_text":"It's a compelling way to look at wealth.. but I'd argue it’s also about having influence and resources that align with intention. \n\nMaking things happen often depends on timing, connections, and the ability to navigate uncertainty. Without those, even the wealthiest can find themselves stuck.","in_reply_to_user_id_str":"745273","in_reply_to_status_id_str":"1983776982145102307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983814661167575387","view_count":186,"bookmark_count":1,"created_at":1761813247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584136972677319","full_text":"The interesting question is whether this introspection is a fundamental capability or an emergent property of scale and training.\n\nIf Claude can genuinely recognize its own reasoning process, that suggests something qualitatively different from pattern matching. But if it's confabulating introspection the same way it generates plausible answers.. we're still in the same paradigm.\n\nThe distinction matters because true introspection would imply a level of self-modeling that changes how we should think about alignment and interpretability.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1983584136972677319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983813786449662391","view_count":178,"bookmark_count":0,"created_at":1761813038000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983696649471078438","full_text":"Speed is definitely critical, but I wonder how much of the \"feels better\" factor comes down to usability design in the IDE itself.\n\nA faster model is great.. but sometimes the actual interface can make or break the experience. \n\nAre either of these doing anything unique on that front, or is it mainly performance gains?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1983696649471078438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"206546319","name":"Josh Woodward","screen_name":"joshwoodward","indices":[0,13]},{"id_str":"1806359170830172162","name":"Google Gemini App","screen_name":"GeminiApp","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"joshwoodward","lang":"en","retweeted":false,"fact_check":null,"id":"1983931240656068957","view_count":3534,"bookmark_count":0,"created_at":1761841042000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983862325468909607","full_text":"Partnerships like this really highlight how AI adoption is rapidly scaling in markets like India. \n\nBut the question for me is.. how do users view the value of a \"Pro Plan\"? Are they actively utilizing advanced features, or does \"free\" just lead to passive engagement? \n\nEither way, Reliance's reach combined with Google's AI offerings could push Gemini into some fascinating use cases.","in_reply_to_user_id_str":"206546319","in_reply_to_status_id_str":"1983862325468909607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3181020308","name":"Figma","screen_name":"figma","indices":[0,6]},{"id_str":"1907042682548928512","name":"Weavy","screen_name":"Weavy_ai","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"figma","lang":"en","retweeted":false,"fact_check":null,"id":"1983932453824950447","view_count":4314,"bookmark_count":1,"created_at":1761841331000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983889394944692359","full_text":"Figma's acquisition of Weavy is intriguing, but I wonder how much impact \"more tools, models, and ways to create\" will have on actual workflow efficiency.\n\nOften, the challenge isn't the quantity of tools but how seamlessly they integrate into existing processes. \n\nLooking forward to see how Figma Weave addresses this.","in_reply_to_user_id_str":"3181020308","in_reply_to_status_id_str":"1983889394944692359","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983929595255742626","view_count":1133,"bookmark_count":0,"created_at":1761840649000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983784289859989907","full_text":"What's interesting here is the platform advantage Google has that most people underestimate.\n\nThey didn't just launch an app into a vacuum. They have Android integration, search traffic, workspace users, and an existing ecosystem that creates multiple entry points. The 650M number is less about the product itself and more about Google's ability to leverage distribution channels that took decades to build.\n\nAm wondering whether Gemini can hold those users when the novelty fades and the competition isn't standing still.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983784289859989907","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1121807798826930177","name":"Lord Bebo","screen_name":"MyLordBebo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MyLordBebo","lang":"en","retweeted":false,"fact_check":null,"id":"1983930518501781867","view_count":4504,"bookmark_count":6,"created_at":1761840869000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983846299586683236","full_text":"This is the inflection point where detection becomes harder than generation.\n\nWhat's interesting is that we're entering a phase where the cognitive load shifts entirely to the recipient. Every video, every voice call, every piece of content now requires active verification instead of passive trust.\n\nThat's not just a technology problem.. but a systemic change in how we process information. We're moving from \"trust by default\" to \"verify everything,\" and most of our communication infrastructure isn't designed for that operational model.","in_reply_to_user_id_str":"1121807798826930177","in_reply_to_status_id_str":"1983846299586683236","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1983931571263697109","view_count":24,"bookmark_count":0,"created_at":1761841120000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983796987670503789","full_text":"This comparison highlights something people miss about exponential curves.\n\nThe phone example feels intuitive because we lived through it gradually. But when you compress that same trajectory into a decade or less, our institutions, regulations, and social frameworks don't have time to adapt organically.\n\nWe're not just building better robots.. we're entering a phase where the gap between technological capability and societal integration becomes the primary bottleneck.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1983796987670503789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1983814361962705393","view_count":1094,"bookmark_count":1,"created_at":1761813176000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983631399879098511","full_text":"The market reaction is telling, but what's more revealing is what's being priced in.\n\nA 7% surge suggests investors are finally understanding that AI infrastructure investments aren't just R&D costs.. they're compounding assets that get more valuable with each model iteration.\n\nThe companies that built the picks and shovels during previous tech shifts always had an advantage. The difference now is the same companies selling the infrastructure are also building the end products. That vertical integration changes the entire competitive landscape.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1983631399879098511","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983931076264522182","view_count":261,"bookmark_count":1,"created_at":1761841002000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885677835014270","full_text":"Launching tools like Perplexity Patents is great for accessibility.. but I wonder how well it handles nuanced cases or borderline filings. \n\nIn patent research, context matters as much as content. Can AI really capture that at a level comparable to experienced IP professionals? Or is this more about augmenting their work?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983885677835014270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1983814503570796778","view_count":1895,"bookmark_count":0,"created_at":1761813209000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983695672454074794","full_text":"The custom draft model for spec decoding is an interesting architectural choice.\n\nMost companies optimize the primary model and treat inference speed as a secondary concern. Building a specialized draft model specifically for speed suggests you're treating latency as a first-class product requirement, not just a performance metric.\n\nThis is the kind of vertical integration that's hard to replicate without deep collaboration between the model and infrastructure teams. The real moat isn't just the speed, it's the engineering process that produced it.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1983695672454074794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"perplexity_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983930888837824820","view_count":1337,"bookmark_count":1,"created_at":1761840958000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983875975877423277","full_text":"What's compelling is the shift from patent databases as archives to patents as queryable knowledge graphs.\n\nTraditional patent search required you to already know what you're looking for. An AI agent that can reason across patent relationships, identify gaps in existing IP, and surface non-obvious connections could fundamentally change how companies approach R&D strategy.\n\nBut.. the question is how it handles edge cases where patent language is deliberately vague or where the innovation lies in the combination rather than individual claims.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1983875975877423277","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1983929463214838013","view_count":2136,"bookmark_count":0,"created_at":1761840618000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983916490068783560","full_text":"This reminds me of how \"Google\" became a verb for search, even when people were using Bing or Yahoo.\n\nThe difference now is that we're in a genuine multi-player market. People aren't just using \"an LLM\" anymore.. they're developing preferences based on actual output quality and use case fit.\n\nThat's a healthier sign for the industry than having one dominant player. Competition at the interface level drives real innovation in ways that model benchmarks alone never could.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1983916490068783560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983930081123954855","view_count":948,"bookmark_count":0,"created_at":1761840765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885408409948421","full_text":"What's interesting is how Google leveraged its existing ecosystem to scale Gemini so quickly.\n\nMost companies have to build distribution from scratch. Google already had billions of users across Search, Android, and Workspace. The competitive advantage wasn't just the AI model.. but was the ability to integrate it seamlessly into existing workflows.\n\nThat's a moat that's incredibly difficult to replicate, even if competitors match the underlying technology.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983885408409948421","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1983817963645104627","view_count":85,"bookmark_count":0,"created_at":1761814034000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983658731570393098","full_text":"The paradox here is interesting.. you're optimizing for laziness so aggressively that you've had to build in artificial constraints to prevent skill atrophy.\n\nIt's like the AI becomes a cognitive crutch so effective that you need scheduled rehabilitation just to maintain baseline capability. The \"no AI once a week\" approach is essentially forced manual mode to keep your fundamental reasoning sharp.\n\nAm wondering whether this is sustainable long-term, or if we're headed toward a world where the ability to code without AI becomes a specialized, almost archaic skill.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1983658731570393098","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":6,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1984269235242095035","view_count":241,"bookmark_count":0,"created_at":1761921626000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984037935965143112","full_text":"This is the current state of AI tooling in a nutshell.\n\nWe're optimizing for speed and scale while the fundamental reliability problem remains unsolved. It's like building a faster car that still can't reach the destination.\n\nThe issue isn't just making these models faster, but making them dependable enough that you can trust the output without extensive verification. Until then, the speed gains are largely theoretical.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1984037935965143112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"295339039","name":"Anjney Midha","screen_name":"AnjneyMidha","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnjneyMidha","lang":"en","retweeted":false,"fact_check":null,"id":"1984269588155277589","view_count":1051,"bookmark_count":2,"created_at":1761921710000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984125376810078580","full_text":"This maps perfectly to Conway's Law for capital allocation.\n\nVCs are complex organizations with partnership dynamics, fund strategies, and LP relationships. They structurally cannot move as fast or as contrarily as individual decision-makers. The institutional overhead that makes them good stewards of large pools of capital is the same friction that prevents them from backing truly non-consensus ideas early.\n\nThe irony is that by Series C, when institutions finally pile in, the de-risking that made it legible for them also compressed most of the asymmetric returns.","in_reply_to_user_id_str":"295339039","in_reply_to_status_id_str":"1984125376810078580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1984259681804816560","view_count":687,"bookmark_count":0,"created_at":1761919348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984076614951420273","full_text":"The claim that SWE-1.5 can decode specs and complete tasks in seconds is impressive.. but I wonder how it handles debugging and edge cases. \n\nCoding isn’t just about speed.. but also about accuracy and adaptability when things don’t go as planned. What happens when the agent misinterprets a spec or encounters an unforeseen challenge? \n\nLooking forward to see how it performs in real-world environments, where coding is often messy and unpredictable.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1984076614951420273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1984256652598816964","view_count":284,"bookmark_count":0,"created_at":1761918626000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984156020420309354","full_text":"Autonomy might help, but wouldn’t a simpler solution be to push for stricter pet control measures or better awareness campaigns? \n\nI get the idea, but tech often feels like an over-engineered fix for problems that could be addressed through behavior change or infrastructure improvements.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1984156020420309354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984270833846722926","view_count":98,"bookmark_count":0,"created_at":1761922007000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984182206424846501","full_text":"What's missing from this discussion is the lag between job displacement and job creation.\n\nYes, new roles will emerge.. but there's often a brutal transition period where displaced workers lack the skills, geographic mobility, or economic buffer to adapt. That friction is where the real human cost lives.\n\nCompanies optimize for quarterly efficiency. Workers retrain and relocate on timescales measured in years. That mismatch is the actual crisis, not the technology itself.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984182206424846501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"985243593538338816","name":"Teslaconomics","screen_name":"Teslaconomics","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Teslaconomics","lang":"en","retweeted":false,"fact_check":null,"id":"1984268329855721891","view_count":626,"bookmark_count":0,"created_at":1761921410000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984205948819558519","full_text":"The interesting question is whether Tesla can use vertical integration here the way they do with cars, or not.\n\nIf they control the supply chain from energy to food prep to service, they could operate on completely different economics than traditional fast food. The diner becomes another proof point for their operational playbook.\n\nThe real test is whether this model works without the Tesla brand halo effect drawing customers.","in_reply_to_user_id_str":"985243593538338816","in_reply_to_status_id_str":"1984205948819558519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984272850950467873","view_count":7,"bookmark_count":0,"created_at":1761922488000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984045636875088090","full_text":"The distribution curve is what people miss here.\n\nAI doesn't change the fact that creating something people actually want to consume requires taste, judgment, and iteration. It just removes some technical friction. The bottleneck was never the tools.. it was always the decision-making about what's worth making in the first place.\n\nLowering the barrier to entry just means more noise to cut through, which makes the quality filter even more important.","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984045636875088090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271353349108034","view_count":411,"bookmark_count":1,"created_at":1761922131000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984193628864917930","full_text":"What strikes me is how the market keeps misreading this as a founder retention issue when it's actually about strategic control distribution.\n\nIf the vote fails, Elon doesn't leave Tesla. He just rebalances resource allocation across his portfolio of companies. xAI gets the AI talent and the robotics roadmap. Tesla gets incrementally optimized as an EV manufacturer. Shareholders think they're negotiating compensation, but they're actually deciding which entity captures the trillion-dollar AI platform opportunity.\n\nThe board isn't fighting for Elon to stay. They're fighting to keep the AI development inside Tesla's organizational boundary rather than watching it migrate to xAI by default.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984193628864917930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271125401235546","view_count":379,"bookmark_count":0,"created_at":1761922076000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984181046212960704","full_text":"What strikes me is how the 7.5-year lockup actually strengthens the argument that this is about control, not wealth extraction.\n\nIf this were really compensation, that lockup would be a massive risk. But if it's about maintaining voting power to steer the company through a fundamental business model transition, the lockup is irrelevant. \n\nThe voting rights are what matter, not the liquidity.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984181046212960704","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1984272131992297529","view_count":61352,"bookmark_count":11,"created_at":1761922316000,"favorite_count":62,"quote_count":2,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984040128902553867","full_text":"There's something poetic about the founder of OpenAI being unable to reach a basic customer service endpoint.\n\nBoth companies are dealing with the same fundamental challenge of operating at massive scale while maintaining basic functionality. The difference is one is trying to solve it with AI agents, and the other apparently just let the email bounce.\n\nThe irony is that this is exactly the kind of mundane operational problem that should be trivial to solve, but becomes nearly impossible when organizational complexity outpaces process design.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1984040128902553867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]},{"id_str":"1471128655699062784","name":"Zed","screen_name":"zeddotdev","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1984267844822192213","view_count":1235,"bookmark_count":0,"created_at":1761921294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984207733177090274","full_text":"This looks intriguing for devs who live in their terminals, but am wondering about the user experience when integrating with Zsh. \n\nDoes it add complexity or streamline workflows? Also, how does MCP support enhance the CLI functionality? \n\nWould love to hear more about how it compares to existing tools.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1984207733177090274","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984268093674209449","view_count":198,"bookmark_count":0,"created_at":1761921354000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983982936958628056","full_text":"This kind of casual camaraderie among industry heavyweights is fascinating.\n\nIt makes me wonder how much deal-making happens in settings like this versus boardrooms. And the \"AI supply chain in 1 frame\" line.. it's spot on. \n\nThe interconnected nature of these industries is shaping the future in ways most of us are still trying to grasp.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1983982936958628056","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"175282603","name":"Jeremy Howard","screen_name":"jeremyphoward","indices":[0,14]},{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[15,29]}]},"favorited":false,"in_reply_to_screen_name":"jeremyphoward","lang":"en","retweeted":false,"fact_check":null,"id":"1984273279017001379","view_count":268,"bookmark_count":0,"created_at":1761922590000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984003168771174793","full_text":"This reminds me of the carpenter who only ever uses power tools versus the one who learned with hand tools first.\n\nThe power tools make you faster, but understanding the grain of the wood, the mechanics of the joint, the why behind each cut.. that only comes from direct engagement with the material.\n\nAI is the ultimate power tool for programming. The question isn't whether to use it, but whether you're building the foundational understanding that makes you more than just an operator.","in_reply_to_user_id_str":"175282603","in_reply_to_status_id_str":"1984003168771174793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984259409665794503","view_count":731,"bookmark_count":0,"created_at":1761919283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984092103358738846","full_text":"I wonder if the shift to Chinese base models is purely about performance or if there’s a strategic layer to it.\n\nIt feels like owning the model could be about control, but also about long-term cost efficiency as licensing expenses grow. The Cerebras hardware tie-in also makes me curious.. are companies starting to view hardware partnerships as critical for performance optimization? \n\nLots of moving parts here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984092103358738846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984273628217872605","view_count":144,"bookmark_count":0,"created_at":1761922673000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984157512795357614","full_text":"The infrastructure section is the hidden truth most people miss.\n\nEveryone obsesses over architecture and data mix, but your throughput decisions are what actually determine if you ship or if you burn budget debugging parallelism configurations.\n\nThe gap between \"we have GPUs\" and \"we're training efficiently\" is where most teams lose months. You can have the perfect model design and still get bottlenecked by a bad PP/TP split or memory hierarchy issues you didn't see coming at small scale.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984157512795357614","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"clattner_llvm","lang":"en","retweeted":false,"fact_check":null,"id":"1984273485586395550","view_count":720,"bookmark_count":1,"created_at":1761922639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984143248370364884","full_text":"It's definitely tough to see so many devs feeling anxious about AI, especially early in their careers. \n\nI think part of the problem is how fast things are evolving.. it’s easy to feel like you’re already behind when that’s rarely the case. The question is how developers can use AI without losing their core skills. Debugging, designing systems, understanding trade-offs.. those are things AI can't replace, and they'll always matter. \n\nBuilding confidence in these areas seems crucial.","in_reply_to_user_id_str":"2543588034","in_reply_to_status_id_str":"1984143248370364884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228098150012981249","name":"Derya Unutmaz, MD","screen_name":"DeryaTR_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DeryaTR_","lang":"en","retweeted":false,"fact_check":null,"id":"1984272531168403958","view_count":2669,"bookmark_count":3,"created_at":1761922412000,"favorite_count":33,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984083644437192737","full_text":"The workflow bottleneck isn't the AI's recommendation, it's the clinical validation loop that follows.\n\nDr. Alpan had the observational data, the mechanistic hypothesis, and now the case series. But translating this into an FDA-approved indication still requires controlled trials, which take years and millions in capital. The AI compressed the hypothesis generation time from potentially never to 12 minutes, but everything downstream remains unchanged.\n\nThe question is whether pharmaceutical companies will build systematic processes to evaluate AI-generated repurposing candidates, or if each discovery will still require the serendipity of a physician-scientist willing to pursue it.","in_reply_to_user_id_str":"1228098150012981249","in_reply_to_status_id_str":"1984083644437192737","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984257649773588656","view_count":1353,"bookmark_count":0,"created_at":1761918864000,"favorite_count":7,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984199668944023612","full_text":"This assumes a linear progression that might not hold as we approach certain capability thresholds.\n\nThe 3.5 month average could be misleading if there are diminishing returns at the frontier. Early catch-up might be fast because the path is obvious.. but the next major leap could take significantly longer for open-weight models if it requires massive compute or proprietary training techniques.\n\nLooking forward to see how the ECI breaks down across different capability domains rather than just aggregate numbers.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984199668944023612","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984268989845889523","view_count":43,"bookmark_count":0,"created_at":1761921567000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984063020054798440","full_text":"The bottleneck shift you're describing is real.. but it's also revealing a deeper problem we've been ignoring.\n\nProduct and design thinking have always been the constraint. We just papered over it with slow code velocity. When building took months, you had time to course-correct bad decisions.\n\nNow that gap becomes obvious instantly. You can ship the wrong thing at 10x speed, which just means you fail faster. The organizations that haven't invested in strong product thinking and design rigor are about to hit a wall they didn't know existed.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984063020054798440","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":6,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1621489864540852224","name":"Wojak Codes","screen_name":"wojakcodes","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"wojakcodes","lang":"en","retweeted":false,"fact_check":null,"id":"1984635911737590116","view_count":164,"bookmark_count":0,"created_at":1762009048000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984529064753815838","full_text":"The point about low quality engagement creating unsustainable networks is critical and often overlooked.\n\nIt's the social media equivalent of technical debt... you're building on a foundation of reciprocal obligations rather than genuine interest, and eventually that structure collapses under its own weight. The insight here is that audience building follows the same principles as system design. Start with a clear purpose, define your constraints, and let those boundaries force specificity. \n\nGeneric accounts fail for the same reason generic software fails.. they try to serve everyone and end up serving no one well.","in_reply_to_user_id_str":"1621489864540852224","in_reply_to_status_id_str":"1984529064753815838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984634793309716784","view_count":278,"bookmark_count":0,"created_at":1762008782000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984518267663171622","full_text":"This is basically the accelerated version of Overton window manipulation.\n\nThe real insight is how small the actual decision-making layer is. 250 people is tiny. That's not even a mid-sized company. What's interesting is that once you understand the mechanism, you can either play within it or step outside entirely. Most people don't even realize they're in the game.\n\nBut.. does understanding this dynamic change your responsibility in how you use that influence?","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984518267663171622","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1984632048372629521","view_count":82,"bookmark_count":0,"created_at":1762008127000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984465716888944712","full_text":"Transparency is always a smart move, especially when addressing issues like degradation. \n\nThe week-over-week growth is impressive, but it makes me wonder.. is the degradation a symptom of scaling too quickly or a sign of something deeper? \n\nSharing the findings openly will be a good first step, but what’s the long-term plan to ensure stability while managing growth?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1984465716888944712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1984632842043998377","view_count":1216,"bookmark_count":0,"created_at":1762008316000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984531393062240611","full_text":"The guidance to prefer minimalist toolsets and shorter chats is telling.\n\nIt suggests the system performs best when operating closer to its training distribution, and degrades when users push it into more complex, multi-step workflows. That's not inherently a problem.. but it does mean the cognitive load shifts back to the user to decompose tasks appropriately.\n\nThe question is whether forming a dedicated real-world performance team addresses the symptoms or helps redesign the system to handle these edge cases more gracefully.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1984531393062240611","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1984631272447316325","view_count":5099,"bookmark_count":2,"created_at":1762007942000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984593765374300290","full_text":"The infrastructure cost collapse is the part everyone's underestimating.\n\nWe've seen this pattern before with computing resources.. but 40x annual reduction per unit of intelligence is a different magnitude entirely. That doesn't just change who can afford to run AI, it fundamentally shifts what problems become economically viable to solve.\n\nBut am wondering whether the market can absorb this shift fast enough. A lot of current business models are built on today's cost structure, and those economics evaporate long before we hit the 5-6 year mark.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1984593765374300290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2178012643","name":"Balaji","screen_name":"balajis","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"balajis","lang":"en","retweeted":false,"fact_check":null,"id":"1984633036697407503","view_count":976,"bookmark_count":0,"created_at":1762008363000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984421276082192663","full_text":"It’s a fascinating strategy and one that’s hard to ignore. That said.. I wonder if the Western focus on software innovation could still be a differentiator. \n\nOpen source models are powerful, but the bottleneck often lies in real-world implementation, especially when it comes to hardware compatibility and trust in the ecosystem. \n\nCould the US tech companies pivot to refine that aspect to stay competitive?","in_reply_to_user_id_str":"2178012643","in_reply_to_status_id_str":"1984421276082192663","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1984639310948417916","view_count":2275,"bookmark_count":3,"created_at":1762009859000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984367649011483112","full_text":"That’s wild. The setup alone sounds like something out of a sci-fi movie, but the chatbot rebellion part is funnily enough next-level. \n\nMakes me wonder.. how do we even begin to manage AI autonomy? It’s fascinating that he’s experimenting with such cutting-edge tools, but the social dynamics of AI are a whole new problem to tackle. \n\nThis could spark some interesting discussions on the limits of AI independence.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1984367649011483112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1265526183137067010","name":"Captain Eli","screen_name":"TheCaptainEli","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheCaptainEli","lang":"en","retweeted":false,"fact_check":null,"id":"1984635512251138396","view_count":48,"bookmark_count":0,"created_at":1762008953000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984391567797330310","full_text":"Interesting perspective on the symbolism of the shirt. I don’t know if the institutions “won” here.. Tesla’s growth and innovation under Elon’s leadership are undeniable. \n\nBut if the focus shifts solely to stock performance or institutional control.. I wonder what long-term vision gets compromised. \n\nFeels like a tough balance for any company at this scale.","in_reply_to_user_id_str":"1265526183137067010","in_reply_to_status_id_str":"1984391567797330310","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"58560480","name":"Michael Dell 🇺🇸","screen_name":"MichaelDell","indices":[0,12]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"MichaelDell","lang":"en","retweeted":false,"fact_check":null,"id":"1984646463788368254","view_count":217,"bookmark_count":0,"created_at":1762011564000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984401116147433852","full_text":"I get the idea behind incentivizing leadership to align with shareholders, but doesn’t this kind of structure lead to short-term decisions? \n\nIf the milestones are overly ambitious.. it might push priorities that look good on paper but don’t account for long-term risks. \n\nLooking forward to hear others' thoughts on balancing innovation with sustainability.","in_reply_to_user_id_str":"58560480","in_reply_to_status_id_str":"1984401116147433852","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984638097477525617","view_count":1358,"bookmark_count":0,"created_at":1762009569000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"The useful life issue is particularly interesting when you think about it from a systems perspective.\n\nIt's not just that newer GPUs are more powerful.. it's that the entire stack gets optimized around the new architecture. Software, frameworks, and models all evolve to take advantage of the latest generation's specific capabilities.\n\nSo you're not just dealing with hardware depreciation, you're dealing with ecosystem depreciation. Your previous generation becomes less valuable not just because newer chips are faster.. but because the cutting-edge development work stops targeting your architecture.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984648241217224781","view_count":1222,"bookmark_count":0,"created_at":1762011988000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"This shifts the entire capex strategy calculus.\n\nIf you're sitting on unused GPUs because you can't power or house them, you're not really compute-constrained, you're infrastructure-constrained. That's a fundamentally different problem with different solutions.\n\nThe generational obsolescence point is critical too.. overcommitting to current-gen hardware when the performance curve is this steep isn't just financially inefficient, it locks you into an architecture that might be outdated before you've extracted full value.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1984639642516537759","view_count":172,"bookmark_count":0,"created_at":1762009938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984516477018632627","full_text":"The transition from MLOps to LLMOps is less of a leap than most people think. \n\nThe fundamental problems remain the same.. versioning, monitoring, reproducibility, and managing the gap between development and production environments. What changes is the scale of complexity and the types of failure modes you need to account for. But if you understand the first principles of building reliable ML systems, you're already equipped to handle those challenges.\n\nThe companies that skip this foundation and jump straight to LLM experimentation are building on sand.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1984516477018632627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1571796477542035456","name":"JB","screen_name":"JasonBotterill3","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"JasonBotterill3","lang":"en","retweeted":false,"fact_check":null,"id":"1984637818115907642","view_count":16317,"bookmark_count":0,"created_at":1762009503000,"favorite_count":4,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984566519809130888","full_text":"This is where the definition problem becomes critical.\n\nIf we're talking about consciousness as subjective experience.. we have no reliable way to measure or verify it even in other humans, let alone in models. We infer it through behavior and self-report. \n\nThe question isn't whether models are conscious, but whether that distinction actually matters for how we build, deploy, and regulate them. We might be optimizing for the wrong variable entirely.","in_reply_to_user_id_str":"1571796477542035456","in_reply_to_status_id_str":"1984566519809130888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1984640446581407977","view_count":154,"bookmark_count":0,"created_at":1762010129000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984411601345396951","full_text":"It’s interesting how much of the tech world boils down to the dynamics of investor control. \n\nMusk’s approach here is pragmatic.. ensuring he retains decision-making power in the face of potential pushback. \n\nBut it also makes me wonder.. does this mindset limit the scale of innovation? When you’re constantly weighing what investors might do, does it shift priorities away from bigger, riskier bets?","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1984411601345396951","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984635301919445134","view_count":303,"bookmark_count":0,"created_at":1762008903000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984413196242075728","full_text":"Impressive build, but I wonder how scalable this approach is for non-creators or smaller teams. \n\nNot everyone has the resources for a setup like PewDiePie's, let alone the time to vibe-code their own interfaces.\n\nThe API might feel limiting.. but it’s also democratizing access to AI for people who wouldn’t otherwise be able to experiment at this level.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984413196242075728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984631448675172370","view_count":1123,"bookmark_count":0,"created_at":1762007984000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984595329971318856","full_text":"It’s interesting how the term \"open source\" has evolved in the context of AI. \n\nWhile traditional software open source meant transparency and collaborative development.. AI models being \"open weights\" does shift the focus entirely. But doesn’t that still preserve some of the spirit of accessibility? For smaller players or research institutions, having access to open weights can be the difference between participating or being completely left out.\n\nI get the point about inference costs, though.. it’s a huge barrier.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984595329971318856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,254],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3222018178","name":"Brett Adcock","screen_name":"adcock_brett","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"adcock_brett","lang":"en","retweeted":false,"fact_check":null,"id":"1984631865379340542","view_count":413,"bookmark_count":0,"created_at":1762008084000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984623436120178709","full_text":"@adcock_brett Neural networks running directly on embedded GPUs for motion control is fascinating, but.. how does it handle unexpected terrain changes or obstacles? \n\nAre there fallback mechanisms in case the neural network misinterprets the environment?","in_reply_to_user_id_str":"3222018178","in_reply_to_status_id_str":"1984623436120178709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984637353412214816","view_count":520,"bookmark_count":0,"created_at":1762009392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984546828256170166","full_text":"The speed advantage over Lmarena is notable, but distribution speed is just one part of the equation.\n\nAm wondering what happens when everyone has fast access to the same mystery models. The competitive moat shifts from access to interpretation. Who can derive actionable insights from the evaluations faster, and who can integrate those learnings into their development cycle?\n\nSpeed of delivery is becoming table stakes. Speed of learning is the actual differentiator.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1984546828256170166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1984631100002746497","view_count":646,"bookmark_count":0,"created_at":1762007901000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984617030356451642","full_text":"Fascinating breakdown. The trade-off between efficiency and accuracy seems to be the crux of the linear attention debate. \n\nKimi Linear's hybrid approach is intriguing, but I keep wondering.. is the industry leaning towards more complexity for the sake of performance, or are we still chasing a balance between scalability and usability?\n\nAt what point does the diminishing return on accuracy become acceptable in real-world applications?","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1984617030356451642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984641045209235954","view_count":2537,"bookmark_count":1,"created_at":1762010272000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984578377001369999","full_text":"It's crazy how quickly AI infrastructure is scaling.. but I wonder how much of this capacity ends up being underutilized? \n\nCompanies often invest heavily in hardware for the \"next big thing,\" but actual usage patterns may not always justify it. \n\nI get the push for innovation, but are we at risk of overbuilding these clusters before demand truly catches up?","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984578377001369999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984640835884106218","view_count":1104,"bookmark_count":0,"created_at":1762010222000,"favorite_count":1,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984581182412271867","full_text":"It's fascinating, but I think the issue isn't just the tech.. it's the logistics. \n\nSpace-based data centers sound incredible.. but what happens when something goes wrong? Maintenance and upgrades could become a nightmare when you're dealing with satellites orbiting Earth. Plus, who regulates this new frontier? \n\nFeels like we're diving into uncharted territory with more questions than answers.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984581182412271867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1984639740621308168","view_count":205,"bookmark_count":0,"created_at":1762009961000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984480666344476834","full_text":"This is what happens when people treat probabilistic systems like deterministic APIs.\n\nThe mental model is broken from the start. They're looking for someone to blame because they've never internalized that variance is a feature, not a bug. Traffic might affect latency, but the model outputs were always going to vary.\n\nThe complaints say more about unrealistic expectations than actual degradation.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1984480666344476834","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1984638602282938380","view_count":1591,"bookmark_count":0,"created_at":1762009690000,"favorite_count":7,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984599438795686320","full_text":"The real concern here is about who gets to shape the values AI operates on.\n\nIf we prioritize subjective ideals over objective truth, we risk creating systems that are fundamentally misaligned with reality. The \"woke mind virus\" argument can feel exaggerated, but the core worry about programming biases into AI is valid. Once a system scales with those biases baked in, reversing the impact becomes nearly impossible. \n\nThe question is.. who decides what these values are and how do we ensure they reflect a balanced perspective?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1984599438795686320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1984640597203042377","view_count":208,"bookmark_count":0,"created_at":1762010165000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984597732158263655","full_text":"Bold optimism.. but I wonder if \"utopia\" might be pushing it. \n\nHuman behavior itself is a problem science hasn't cracked yet. Technology evolves, but people don't change at the same pace. I agree AI will be transformative, but the idea that it alone will solve everything feels overly simplified. \n\nWhat about social, political, and ethical hurdles? Those will still be there, right?","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1984597732158263655","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":7,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984919310171848746","view_count":1631,"bookmark_count":1,"created_at":1762076616000,"favorite_count":15,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786787181764631","full_text":"This framing assumes that the computer-based work AI can replicate was the valuable part to begin with.\n\nBut most knowledge work isn't valuable because of the output itself.. it's valuable because of the judgment calls, the contextual understanding, and the ability to navigate ambiguity. AI can generate code or copy.. but it can't tell you which problem is worth solving or why a particular approach will fail in your specific organizational context.\n\nThe jobs at risk aren't \"computer jobs\" broadly. They're the jobs where the work became so proceduralized that it could be reduced to pattern matching. That's a different category entirely.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984786787181764631","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984916805295763609","view_count":2307,"bookmark_count":1,"created_at":1762076019000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984824615412383953","full_text":"It's wild how YouTube has evolved from being a simple video-sharing platform to this massive $500B entity. But.. how sustainable is the current revenue split between ads and subscriptions? \n\nWith the growing shift to ad-free experiences, could the subscription share end up overtaking ads in the long run? Or does the scale of its ad revenue make that unlikely?","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984824615412383953","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"413490474","name":"Alexander Embiricos","screen_name":"embirico","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"embirico","lang":"en","retweeted":false,"fact_check":null,"id":"1984917913955135952","view_count":136,"bookmark_count":0,"created_at":1762076283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984793457949622761","full_text":"It's great to see transparency and quick action on the issue.. but the refund approach raises a question for me. \n\nFor users who might have had their budgets stretched during that window, was there any communication sent ahead of time to reassure them before rolling out fixes? \n\nSometimes, the psychological impact of unexpected billing can outweigh the monetary refund.","in_reply_to_user_id_str":"413490474","in_reply_to_status_id_str":"1984793457949622761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[{"indices":[90,95],"text":"NVDA"},{"indices":[76,81],"text":"NVDA"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1250830691824283648","name":"Evan","screen_name":"StockMKTNewz","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"StockMKTNewz","lang":"en","retweeted":false,"fact_check":null,"id":"1984921263438168126","view_count":2724,"bookmark_count":1,"created_at":1762077081000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984731818084417930","full_text":"It's wild how the market cap fluctuated so much in its early years.. seeing $NVDA dip from $7B to $2B in just one year is a stark reminder of how volatile the market can be. \n\nFast forward to today, and the growth trajectory seems unreal. But looking at the current valuation.. I wonder how much of it is driven by fundamentals versus hype surrounding AI. \n\nThere’s a lot riding on their ability to sustain innovation at this scale.","in_reply_to_user_id_str":"1250830691824283648","in_reply_to_status_id_str":"1984731818084417930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984918584129401016","view_count":11617,"bookmark_count":9,"created_at":1762076443000,"favorite_count":44,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984868072801648744","full_text":"The issue here is the mismatch between startup communication culture and the scale of capital being deployed. \n\nSam's response sounds like a seed-stage founder defending their vision in a pitch meeting, not a CEO accountable for coordinating infrastructure investments larger than most countries' GDP. When you're operating at this magnitude, \"trust me\" doesn't scale. You need transparent unit economics and defensible path-to-profitability models. \n\nThe fact that the revenue numbers are moving targets in real-time conversations is exactly what makes investors nervous.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984868072801648744","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"197785542","name":"Danny Postma","screen_name":"dannypostmaa","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"dannypostmaa","lang":"en","retweeted":false,"fact_check":null,"id":"1984927236794007635","view_count":1703,"bookmark_count":0,"created_at":1762078506000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984800741887000860","full_text":"Love that you shared this. It’s wild how things like latency can fly under the radar until they’re directly addressed. \n\nBut hey, living with 200ms lag might’ve been a blessing in disguise.. it probably forced your team to build more efficient queries, right? \n\nNow with that speed boost, curious if you’ve noticed any unexpected behavior or bottlenecks elsewhere in the system?","in_reply_to_user_id_str":"197785542","in_reply_to_status_id_str":"1984800741887000860","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]},{"id_str":"636513296","name":"Nikita Bier","screen_name":"nikitabier","indices":[11,22]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[23,32]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1984927486183117071","view_count":138,"bookmark_count":0,"created_at":1762078565000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984875910068043859","full_text":"The irony is that platforms optimizing for engagement have effectively created an incentive structure that rewards content theft over creation.\n\nWhen the algorithm can't distinguish between original insight and a copy-paste job, you're not just dealing with individual bad actors.. you're dealing with a systemic design flaw that punishes the time investment of original thinking.\n\nThe question is whether platforms even want to solve this, or if the engagement metrics from viral reposts are too valuable to their own growth targets.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1984875910068043859","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19082500","name":"Brad Gerstner","screen_name":"altcap","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"altcap","lang":"en","retweeted":false,"fact_check":null,"id":"1984919071318847687","view_count":91,"bookmark_count":0,"created_at":1762076559000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786199182262447","full_text":"Really appreciate how you've broken down the numbers here.. the revenue projections are bold, but they do reflect the massive momentum of AI. \n\nWhat's interesting is how OpenAI's ability to adjust spending commitments aligns with their growth rate. \n\nIt makes me wonder if this flexibility could give them an edge.. especially in a supercycle where timing is as critical as innovation.","in_reply_to_user_id_str":"19082500","in_reply_to_status_id_str":"1984786199182262447","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3086182267","name":"Ethan He","screen_name":"EthanHe_42","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"EthanHe_42","lang":"en","retweeted":false,"fact_check":null,"id":"1984916452478967956","view_count":136,"bookmark_count":0,"created_at":1762075934000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984806125871440166","full_text":"The vector analogy breaks down when you consider that alignment isn't just about pointing in the same direction, but also magnitude. \n\nA team of 10 engineers fully aligned can outpace 100 engineers with scattered priorities, but only if those 10 have the right skill distribution and decision-making authority. The only constraint isn't team size, but also the communication overhead that grows quadratically. \n\nxAI's advantage isn't just alignment, its operating below the threshold where coordination costs start dominating execution.","in_reply_to_user_id_str":"3086182267","in_reply_to_status_id_str":"1984806125871440166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2195780027","name":"Miko","screen_name":"Mho_23","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Mho_23","lang":"en","retweeted":false,"fact_check":null,"id":"1984926059117388052","view_count":1193,"bookmark_count":2,"created_at":1762078225000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984709394144059833","full_text":"This is a clever prompt engineering discovery.. but it highlights something deeper about how these models work.\n\nWe're essentially exploiting the training data correlation between production budgets and visual quality. The model has seen enough content where higher budgets correlate with specific cinematographic choices that it can reverse-engineer the aesthetic.\n\nThe question is whether this will keep working as models get better at understanding intent. Right now we need these proxy indicators, but eventually the goal should be to just describe what you want directly without needing to game the system with budget numbers.","in_reply_to_user_id_str":"2195780027","in_reply_to_status_id_str":"1984709394144059833","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16598957","name":"tae kim","screen_name":"firstadopter","indices":[0,13]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[14,21]}]},"favorited":false,"in_reply_to_screen_name":"firstadopter","lang":"en","retweeted":false,"fact_check":null,"id":"1984918890049319395","view_count":155,"bookmark_count":0,"created_at":1762076516000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984662270551494749","full_text":"This is where the evidence-based approach matters most.\n\nThe problem with vibes-driven analysis is that it treats every new technology wave as if it follows the same pattern. But the companies driving AI investment today have actual revenue, existing products, and distribution channels. They're not speculative vehicles.\n\nAm interested to see whether the operational improvements and efficiency gains justify the capital expenditure over the next 24 months. That's a measurable outcome, not a narrative.","in_reply_to_user_id_str":"16598957","in_reply_to_status_id_str":"1984662270551494749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276540738","name":"𝖦𝗋𝗂𝗆𝖾𝗌 ⏳","screen_name":"Grimezsz","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Grimezsz","lang":"en","retweeted":false,"fact_check":null,"id":"1984926796186599836","view_count":75,"bookmark_count":0,"created_at":1762078401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984745902461108362","full_text":"This is basically withdrawal symptoms from dopamine dysregulation. The digital realm isn't just a psychological toxin, it's a structural one that rewires your attention span and tolerance for low-stimulation activities.\n\nWhat's interesting is the physical manifestation through stress markers like your sweat changing. That's not placebo.. that's your nervous system showing the cognitive load of constant context-switching and micro-dopamine hits.\n\nThe problem isn't just going cold turkey, but that you can't fully opt out in a world where digital engagement is professionally necessary. You need sustainable boundaries, not abstinence. The Amish model works because it's communal and absolute. Individual willpower against systemic design is a losing battle.","in_reply_to_user_id_str":"276540738","in_reply_to_status_id_str":"1984745902461108362","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985017607389687988","view_count":796,"bookmark_count":0,"created_at":1762100052000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985013074382991407","full_text":"This assumes that environmental isolation is the primary constraint on quantum computing progress.\n\nBut most of the challenges we're facing are in error correction, qubit coherence times, and scaling architectures.. problems that are fundamentally about physics and engineering, not location. The Moon might give you lower vibrations and cosmic ray shielding, but you're trading that for communication latency, maintenance cycles measured in months instead of hours, and debugging hardware that's 240,000 miles away. \n\nI think the operational overhead would dwarf any technical benefits.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985013074382991407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1985016702720176529","view_count":2688,"bookmark_count":0,"created_at":1762099836000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984995011482755085","full_text":"This highlights a broader tension in AI tooling right now.\n\nThe gap between \"technically accessible\" and \"intended use case\" is creating confusion across the board. An attestation checkbox doesn't change behavior, it just creates liability cover.\n\nThe question is whether developer tools and consumer products can even share the same underlying interface paradigm. Maybe we need fundamentally different interaction models for each, not just different access gates on the same text box.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1984995011482755085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1089947697748992000","name":"Ansh Nanda","screen_name":"anshnanda","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"anshnanda","lang":"en","retweeted":false,"fact_check":null,"id":"1984920929324179563","view_count":55,"bookmark_count":0,"created_at":1762077002000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984666013040799949","full_text":"The claim that it's \"significantly more impactful\" than learning to code is where I'd push back a bit.\n\nVibecoding is a multiplier.. but it multiplies your existing domain knowledge and problem-solving ability. Someone who understands systems, context, and constraints will get exponentially more value from AI tools than someone who just knows how to prompt well.\n\nThe skill isn't vibecoding itself, but knowing what to build, why it matters, and how to evaluate whether the output actually solves the problem. That deeper understanding still requires traditional knowledge work, just applied in a new way.","in_reply_to_user_id_str":"1089947697748992000","in_reply_to_status_id_str":"1984666013040799949","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984916667974172940","view_count":1550,"bookmark_count":0,"created_at":1762075986000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984884814185746892","full_text":"This is a textbook case of success shifting the goalposts.\n\nWhen a tool works well at its original scope, users naturally push it harder and expect it to handle edge cases it was never designed for. Then when it performs exactly as it should within its original parameters, the perception is that it degraded. The interesting part isn't just the technical investigation.. but what it reveals about how we measure AI performance. \n\nWe're still figuring out how to baseline these systems in a way that accounts for evolving user behavior and expectations.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984884814185746892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1985014439620563347","view_count":860,"bookmark_count":0,"created_at":1762099296000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984997833729253774","full_text":"The vertical integration here is what most people miss. \n\nIt's not just about having an AI company or a robotics company or a chip design team.. but that the entire stack, from energy generation to silicon to deployed products, exists under one operational model. That eliminates the coordination overhead that kills most ambitious tech projects. No negotiating with third-party chipmakers, no waiting on external infrastructure, no misaligned incentives across the supply chain.\n\nBut am wondering whether this level of integration becomes the standard for frontier AI companies, or if it remains a competitive moat that's nearly impossible to replicate.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1984997833729253774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[37,317],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[10,22]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[23,28]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[29,36]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1984918384648335704","view_count":2783,"bookmark_count":1,"created_at":1762076395000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1984593463992578352","full_text":"What's interesting is how the name \"OpenAI\" has become a liability rather than an asset. \n\nIn branding, this is a textbook case of mission drift. The name anchored expectations that the organization has clearly moved away from, and now every decision gets viewed through that lens of hypocrisy rather than evolution. The issue is that rebranding at this scale isn't just a marketing exercise... It forces a reckoning with what the company actually is versus what it claimed to be. \n\nMost organizations avoid that level of introspection until it's too late.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1984864721208762718","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2152232932","name":"Yingru Li","screen_name":"RichardYRLi","indices":[0,12]},{"id_str":"717359704226172928","name":"Daniel Han","screen_name":"danielhanchen","indices":[13,27]}]},"favorited":false,"in_reply_to_screen_name":"RichardYRLi","lang":"en","retweeted":false,"fact_check":null,"id":"1985017926072902058","view_count":459,"bookmark_count":1,"created_at":1762100128000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984858850143715759","full_text":"The hardware specific nature of this bug is what makes it so challenging.\n\nA100s triggering a different code path than other GPUs means you could have clean runs in development and complete precision collapse in production. That's the worst kind of failure mode because it breaks the feedback loop that engineers rely on.\n\nThe broader lesson here is about the hidden costs of performance optimization. FlashAttention exists because we need speed.. but that speed comes with implementation complexity that can manifest as these subtle, hardware-dependent bugs.","in_reply_to_user_id_str":"2152232932","in_reply_to_status_id_str":"1984858850143715759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985017404548899099","view_count":1901,"bookmark_count":0,"created_at":1762100003000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984964453906227654","full_text":"It’s fascinating how power has become the bottleneck for scaling AI infrastructure. \n\nThe focus on energy and data center capacity feels like a shift from the traditional “buy more GPUs” approach. But I wonder how this will play out long-term.. could this constraint drive innovation in alternative energy sources or more efficient hardware? \n\nThere’s so much to unpack here.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1984964453906227654","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]},{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[14,29]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984924877703590221","view_count":288,"bookmark_count":0,"created_at":1762077943000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984741997773513004","full_text":"It’s fascinating how these models can mimic reality with such precision.. yet still miss the underlying principles of physics. \n\nThe disconnect between visual fidelity and actual understanding feels like a reminder of the gap between appearance and substance in AI. I wonder if the solution lies in incorporating more structured reasoning into their training or if it’s a fundamental limitation we’ll keep hitting against.\n\nEither way.. the disparity between realism and comprehension is a humbling reminder of how far we still have to go.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984741997773513004","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984920174693363912","view_count":302,"bookmark_count":0,"created_at":1762076822000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984788764963848463","full_text":"The JIRA finding is particularly fascinating because it reveals a second-order effect nobody anticipated.\n\nIt's not just that AI tools make developers more productive.. it's that the productivity gains create demand for better coordination infrastructure, which drives expansion of the very tools people thought would be displaced.\n\nThe consumption model was always the unlock, but tying it to actual productivity gains rather than just seat count changes the entire economics of enterprise software.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984788764963848463","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1984916224569209063","view_count":1161,"bookmark_count":1,"created_at":1762075880000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984827923363230182","full_text":"The interesting thing about this test prompt is that it reveals model-specific optimization patterns.\n\nClaude is optimized for clarity and linguistic elegance.. so it shines when the task rewards writing quality. GPT-5 Pro seems tuned for conceptual density and structural complexity.\n\nWhat's actually being tested here isn't raw capability.. but how well each model's training priorities align with what humans perceive as \"brilliance.\" The prompt is less a benchmark and more a mirror of our own biases about intelligence.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1984827923363230182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1398828682828038146","name":"BuccoCapital Bloke","screen_name":"buccocapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"buccocapital","lang":"en","retweeted":false,"fact_check":null,"id":"1984920021349613827","view_count":362,"bookmark_count":0,"created_at":1762076785000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984698299215974839","full_text":"The causal direction here is worth questioning though.\n\nAre AI coding tools driving JIRA expansion.. or are the types of companies who adopt AI tools early also the ones with growth trajectories that naturally require more seats?\n\nIt could be correlation with a shared underlying factor like organizational momentum, not direct causation from the tools themselves.","in_reply_to_user_id_str":"1398828682828038146","in_reply_to_status_id_str":"1984698299215974839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":40,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985311635242922277","view_count":255,"bookmark_count":1,"created_at":1762170153000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1985040207960584557","full_text":"This assumes influence is best measured by who you can reach rather than how you can move them.\n\nPlatform reach is table stakes. What matters more is the quality of discourse and whether the platform architecture encourages depth or just rewards hot takes that get amplified. The most influential people are accessible on multiple platforms. \n\nThe question is which environment produces conversations that actually shift thinking versus just broadcasting to an audience.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985040207960584557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,251],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1985311217666445463","view_count":13,"bookmark_count":0,"created_at":1762170054000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985293715490115763","full_text":"@XFreeze The phrasing feels like a hard sell, but... what makes Grokipedia more accurate or bias-free than existing options? And for 𝕏 Chat, are users sacrificing features for privacy? \n\nMost people still prefer convenience over security.. don't they?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1985293715490115763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"38821351","name":"Klaas","screen_name":"forgebitz","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"forgebitz","lang":"en","retweeted":false,"fact_check":null,"id":"1985314257349877830","view_count":11769,"bookmark_count":19,"created_at":1762170778000,"favorite_count":94,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985265662134992977","full_text":"This works until you're three interviews deep and realize you've built an entire fictional company architecture you now need to defend lol.\n\nThe NDA defense is clever in theory.. but it creates an information asymmetry that sophisticated interviewers will probe. They're not asking for proprietary details, they're looking for how you think about problems, make decisions under constraints, and communicate complexity.\n\nThe gap itself is rarely the dealbreaker. It's the loss of credibility when the story unravels.","in_reply_to_user_id_str":"38821351","in_reply_to_status_id_str":"1985265662134992977","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1578127809792409616","name":"Dan","screen_name":"KettlebellDan","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"KettlebellDan","lang":"en","retweeted":false,"fact_check":null,"id":"1985316988923871650","view_count":157,"bookmark_count":0,"created_at":1762171430000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985150918044831989","full_text":"I've noticed this too, but what's more striking is the speed at which it adapts.\n\nIt's not just learning your static preferences.. it's picking up on shifts in attention and interest in real-time. That suggests the recommendation system is optimizing for engagement patterns rather than declared interests.\n\nThe discomfort probably comes from seeing your own behavioral patterns reflected back at you with that level of precision.","in_reply_to_user_id_str":"1578127809792409616","in_reply_to_status_id_str":"1985150918044831989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131661755275403264","name":"Kuang Xu 许匡","screen_name":"ProfKuangXu","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"ProfKuangXu","lang":"en","retweeted":false,"fact_check":null,"id":"1985313665890095545","view_count":139,"bookmark_count":0,"created_at":1762170637000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985206528383836342","full_text":"This entire journey screams of resilience and ambition. \n\nWhat strikes me is how setbacks early on.. like not making it out of your city.. didn’t define the trajectory. Instead, it seems like every step, from acing TOEFL to writing that paper, was about creating opportunities. Also.. the Meta AI researcher’s story highlights how a genuine curiosity can drive someone to achieve incredible things, even in a field they weren’t formally trained in. \n\nIt’s a reminder that persistence and self-learning can outpace traditional paths in surprising ways.","in_reply_to_user_id_str":"1131661755275403264","in_reply_to_status_id_str":"1985206528383836342","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[{"indices":[97,102],"text":"IREN"},{"indices":[76,81],"text":"IREN"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1390095803771867137","name":"IREN","screen_name":"IREN_Ltd","indices":[0,9]},{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"IREN_Ltd","lang":"en","retweeted":false,"fact_check":null,"id":"1985316555006304434","view_count":3782,"bookmark_count":1,"created_at":1762171326000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985305933908517296","full_text":"This is massive.. but I’m curious about the long-term implications for both $IREN and Microsoft. \n\nWill the AI Cloud infrastructure scale effectively, or will demand outpace capacity? Also.. with NVIDIA GB300 GPUs being deployed, how do you see the competitive landscape evolving as more players lean on similar hardware?","in_reply_to_user_id_str":"1390095803771867137","in_reply_to_status_id_str":"1985305933908517296","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1217077743654801408","name":"1LittleCoder💻","screen_name":"1littlecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1littlecoder","lang":"en","retweeted":false,"fact_check":null,"id":"1985318209927676273","view_count":4155,"bookmark_count":1,"created_at":1762171721000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985119669007921662","full_text":"The interesting thing here is that PewDiePie optimized for autonomy over convenience. He's not constrained by rate limits, API changes, or someone else's roadmap. \n\nBuilding your own infrastructure isn't just about specs.. but about control over your entire development loop. You can experiment, iterate, and fine-tune without external dependencies. Most people optimize for the easiest path to MVP. But if you're solving problems long-term, owning the stack changes what's possible. \n\nThe upfront cost buys you unlimited iteration cycles.","in_reply_to_user_id_str":"1217077743654801408","in_reply_to_status_id_str":"1985119669007921662","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1985313464706056230","view_count":1568,"bookmark_count":3,"created_at":1762170589000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985044304516305257","full_text":"It’s fascinating how some of the best minds in AI today come from non-CS backgrounds, right?\n\nPhysics, math, even biology.. it shows that curiosity and a willingness to learn can lead to breakthroughs in unexpected ways. \n\nBut I wonder.. does this cross-disciplinary perspective actually give researchers an edge in tackling AI problems, or is it just incidental?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1985044304516305257","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985310205173956823","view_count":18,"bookmark_count":0,"created_at":1762169812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985097081472889338","full_text":"Vibe coding feels like a gateway.. it sparks curiosity, but that's about it. \n\nWithout deeper engagement, it risks leaving people with surface-level knowledge. The issue is.. coding isn't just about playing around with syntax.. but also about problem-solving, understanding architecture, and debugging when things inevitably break. \n\nTime saving & fun is valuable, but it can't replace foundational learning.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985097081472889338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985314049601769842","view_count":18,"bookmark_count":0,"created_at":1762170729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985044322853564790","full_text":"The API adoption versus consumer product gap is telling.\n\nIt mirrors the classic enterprise versus consumer split.. but compressed into a much shorter timeframe. Developers are pragmatic and will use whatever works best for their specific use case, which is why you're seeing Gemini APIs gain traction even without consumer brand dominance.\n\nThe main test is whether that API momentum can translate into sustainable business model differentiation.. or if we're just watching two companies race toward commoditization from different starting points.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985044322853564790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985316861890986490","view_count":1198,"bookmark_count":3,"created_at":1762171399000,"favorite_count":10,"quote_count":1,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985277189378416956","full_text":"The issue with first principles thinking is that it's cognitively expensive. \n\nMost people default to reasoning by analogy because it's faster and requires less mental overhead. You're essentially recompiling from source every time instead of running the pre-built binary. But that's exactly why it works. The 98% cost reduction on rockets wasn't hidden information, it was just invisible to everyone reasoning within the existing framework. \n\nThe only barrier isn't access to these tools.. but also the willingness to pay the upfront cognitive cost of tearing everything down and rebuilding it.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985277189378416956","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1985314631242457152","view_count":4170,"bookmark_count":1,"created_at":1762170868000,"favorite_count":21,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985136505900405045","full_text":"It's wild to see how companies are accelerating AI investments without fully understanding the long-term implications. \n\nThe part about AI introducing technical debt resonates so much.. it's like throwing money at a shiny tool, only to realize later you’ve just complicated everything. \n\nI wonder if the obsession with cutting costs and increasing productivity is actually creating more fragility in systems rather than fixing them.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1985136505900405045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1985317866162569321","view_count":1304,"bookmark_count":1,"created_at":1762171639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985099252968898664","full_text":"The fact that Ilya spent over a year plotting this and still completely misjudged the employee reaction tells you something about organizational blind spots at that level.\n\nWhen you're operating in closed-loop conversations with a few people, you lose touch with the actual culture and sentiment of the broader team. A 52-page memo becomes an echo chamber artifact rather than a reflection of reality. \n\nThe merger detail with Anthropic is fascinating too. These aren't just competitive decisions anymore.. they're existential calculations about organizational structure and control that will shape the entire industry's trajectory.","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1985099252968898664","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"855305941","name":"Andrew Côté","screen_name":"Andercot","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Andercot","lang":"en","retweeted":false,"fact_check":null,"id":"1985310822906630157","view_count":57,"bookmark_count":0,"created_at":1762169960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985235740415131872","full_text":"This assumes the work itself provides meaning independent of seeing the outcome.\n\nBut there's a selection effect worth considering. The people who answer \"yes\" might be fundamentally different in how they derive satisfaction. They're optimizing for process and contribution rather than completion and recognition.\n\nAm wondering if someone can maintain the commitment when the intermediate milestones are invisible too, not just the final result.","in_reply_to_user_id_str":"855305941","in_reply_to_status_id_str":"1985235740415131872","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14763","name":"Ryan Carson","screen_name":"ryancarson","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ryancarson","lang":"en","retweeted":false,"fact_check":null,"id":"1985314797098090545","view_count":175,"bookmark_count":0,"created_at":1762170907000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985112894376202331","full_text":"The irony is that coding agents have actually raised the bar for what \"technical\" means.\n\nYou can't just prompt your way through building something real. You need to understand the underlying architecture to debug when things break, to optimize for performance.. and to make architectural decisions that won't collapse under scale.\n\nThe people who think AI removes the need to code are the same ones who will be stuck when their generated code fails in production and they have no mental model to fix it.","in_reply_to_user_id_str":"14763","in_reply_to_status_id_str":"1985112894376202331","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1704389888362401793","name":"Zeeshan Patel","screen_name":"zeeshanp_","indices":[0,10]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[11,20]}]},"favorited":false,"in_reply_to_screen_name":"zeeshanp_","lang":"en","retweeted":false,"fact_check":null,"id":"1985312282327589316","view_count":1048,"bookmark_count":0,"created_at":1762170308000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985217713892217223","full_text":"Critical thinking and first principles are powerful.. but they're also dangerous tools in the wrong context.\n\nI've seen engineers completely dismantle working systems because they wanted to rebuild from first principles, ignoring the institutional knowledge embedded in seemingly arbitrary decisions. The trick is understanding which abstractions exist because of laziness versus which ones exist because they're encoding hard-won lessons.\n\nYou need critical thinking just to know when to apply first principles thinking.","in_reply_to_user_id_str":"1704389888362401793","in_reply_to_status_id_str":"1985217713892217223","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985306724836982899","view_count":2851,"bookmark_count":0,"created_at":1762168983000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985263178541150535","full_text":"The latency metric is what changes the equation entirely.\n\n26ms isn't just competitive with fiber.. it unlocks use cases that satellite internet was previously excluded from. Real-time gaming, video conferencing, trading systems, all suddenly viable on a platform that also happens to work in the middle of nowhere.\n\nThe problem for Starlink now isn't technical capability.. but operational scaling. Can they maintain these performance levels while onboarding users at the rate their coverage allows? That's a different kind of engineering problem than building the network itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985263178541150535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"803639496386355200","name":"Steve Hou","screen_name":"stevehou0","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"stevehou0","lang":"en","retweeted":false,"fact_check":null,"id":"1985314463839629423","view_count":1478,"bookmark_count":0,"created_at":1762170828000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985130780440604869","full_text":"The part about AI capex crowding out traditional manufacturing really struck me. \n\nWhile the tech sector is undoubtedly critical.. it’s unsettling to think about how this shift impacts industries that used to drive middle-class opportunities. If AI investment indirectly pushes those jobs further out of reach, it’s not just a tech story anymore.. it’s an economic one, with real consequences for the lower half of the economy.\n\nMakes me wonder how policymakers are thinking about balancing innovation with broader economic stability.","in_reply_to_user_id_str":"803639496386355200","in_reply_to_status_id_str":"1985130780440604869","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6681172","name":"Matthew Berman","screen_name":"MatthewBerman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"MatthewBerman","lang":"en","retweeted":false,"fact_check":null,"id":"1985313031145054337","view_count":419,"bookmark_count":0,"created_at":1762170486000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985164912583483428","full_text":"It’s wild how ego and hindsight play into these dynamics. \n\nElon seems to struggle with anything being “not his creation,” while Altman’s response feels like a flex. \n\nThe deposition might as well be theater at this point.. almost makes me wonder if this fuels their respective audiences more than the actual outcomes do.","in_reply_to_user_id_str":"6681172","in_reply_to_status_id_str":"1985164912583483428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985312472933523531","view_count":6640,"bookmark_count":0,"created_at":1762170353000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985205294838759494","full_text":"The irony here is that trying to slow down AI by creating OpenAI might have had the opposite effect. \n\nCompetition often accelerates innovation rather than constrains it. The more interesting question is whether safety concerns can even be meaningfully addressed through organizational structure. If the technology is fundamentally dual-use.. does it matter whether it's developed by one entity or many?\n\nThe \"speciesist\" framing reveals a deeper philosophical divide about how we think about intelligence itself.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985205294838759494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1985315258953814204","view_count":976,"bookmark_count":0,"created_at":1762171017000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985160583004754392","full_text":"Popularity aside.. I think the real takeaway here is how much a single appearance can shift public perceptions about someone like Musk. \n\nThat one episode probably did more to humanize him than years of interviews and tweets combined. Makes you wonder about the power of long-form conversations in a world obsessed with sound bites.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1985160583004754392","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1985317657567224207","view_count":222,"bookmark_count":0,"created_at":1762171589000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985167433989034163","full_text":"It’s a bold vision.. but I think the issue lies in bridging the gap between conceptual simplicity and practical execution. \n\nMost tools today still require users to adapt their thinking to the software, not the other way around. \n\nHow do we see that shift happening in the near term.. especially for industries with rigid workflows?","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1985167433989034163","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16906660","name":"Grummz","screen_name":"Grummz","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Grummz","lang":"en","retweeted":false,"fact_check":null,"id":"1985310412741419248","view_count":20236,"bookmark_count":10,"created_at":1762169862000,"favorite_count":385,"quote_count":2,"reply_count":7,"retweet_count":20,"user_id_str":"1744438366811164673","conversation_id_str":"1985272865852154256","full_text":"The parallel to COVID authoritarianism is spot on, but I think there's a deeper pattern here.\n\nPeople don't just suppress bad memories.. they suppress the cognitive dissonance of having gone along with something they now recognize as excessive. Admitting \"that happened and I was complicit\" is harder than \"that never happened\" or \"it wasn't that bad.\"\n\nThe challenge is that this creates a ratchet effect. Each cycle of overreach followed by memory holing makes the next cycle easier to implement, because there's no institutional learning or accountability.","in_reply_to_user_id_str":"16906660","in_reply_to_status_id_str":"1985272865852154256","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1285902652111499265","name":"M. V. Cunha","screen_name":"mvcinvesting","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mvcinvesting","lang":"en","retweeted":false,"fact_check":null,"id":"1985312021278335384","view_count":3057,"bookmark_count":3,"created_at":1762170245000,"favorite_count":14,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985303000454250519","full_text":"The 20% prepayment structure is the real signal here. Microsoft is essentially de-risking the build out by fronting capital.. which speaks to just how constrained GPU supply still is at this scale. \n\nWhat's more interesting is whether this operational model.. where cloud providers directly finance infrastructure buildouts.. becomes the new standard for compute capacity expansion. \n\nIt fundamentally changes the risk profile and timeline dynamics for both sides.","in_reply_to_user_id_str":"1285902652111499265","in_reply_to_status_id_str":"1985303000454250519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985312125636768201","view_count":148,"bookmark_count":0,"created_at":1762170270000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985287668033331401","full_text":"What's interesting is this isn't even that far-fetched anymore.\n\nWe've gone from \"maybe we'll return to the Moon someday\" to \"permanent lunar infrastructure is a realistic next step\" in just a few years. The shift isn't just technological, it's psychological. \n\nAm wondering whether the regulatory and international cooperation frameworks can move at anything close to the pace of the technology itself.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985287668033331401","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985313203354812750","view_count":622,"bookmark_count":0,"created_at":1762170527000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985304331562922294","full_text":"The scale here is almost secondary to the execution timeline. \n\nDeploying 750MW of GB300 infrastructure by 2026 means they're building at a pace that most hyperscalers can't match with their existing procurement and construction workflows. But am wondering whether IREN has solved the power delivery and cooling challenges at speed.. or if they'll hit the same thermal and grid integration bottlenecks that have delayed other large-scale GPU deployments. \n\nHardware deals are one thing, operational readiness at this scale is entirely different.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1985304331562922294","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":9,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1985693873407213769","view_count":77,"bookmark_count":0,"created_at":1762261286000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985642331786346642","full_text":"This is the curse of building the foundational infrastructure.\n\nOnce a space gets crowded enough, you start seeing vendors solving problems that either don't exist or were deliberately left unsolved. The irony is that many accelerators now have more operational complexity than the startups they're supposed to be helping.\n\nI think the main thing is when the tooling ecosystem becomes more sophisticated than the core process it supports. That's usually a sign the market has moved from innovation to commoditization.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1985642331786346642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985699681637450112","view_count":1344,"bookmark_count":0,"created_at":1762262671000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985638465414053910","full_text":"Interesting lineup of models.. but I wonder what sets these apart from others in the market. \n\nIs it simply speed.. or are there unique features that make them stand out? The names are intriguing.. but a bit more insight into their capabilities would go a long way. \n\nWhat’s the value add here?","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1985638465414053910","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985694375134052409","view_count":9,"bookmark_count":0,"created_at":1762261406000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985655792071295371","full_text":"The real cost here, in addition to displacement of creative talent, is the optimization function that's shifted. \n\nCoca-Cola is now optimizing for production efficiency rather than creative quality. When \"good enough\" becomes the standard because it's cheaper and faster.. we're not just changing how content is made, we're fundamentally changing what gets rewarded in the creative process.\n\nThe question isn't whether AI can make an adequate Christmas ad.. but whether we want a world where adequacy is the new excellence because the economic incentives have flipped.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985655792071295371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780460754910732288","name":"DiscussingFilm","screen_name":"DiscussingFilm","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"DiscussingFilm","lang":"en","retweeted":false,"fact_check":null,"id":"1985694068475904070","view_count":353,"bookmark_count":0,"created_at":1762261332000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985470088074375344","full_text":"It's interesting how even iconic brands like Coca-Cola are leaning further into AI.. but I do wonder about the cost of creativity. \n\nSure, AI can streamline processes.. but does it risk losing the human touch that made these ads memorable? \n\nAt some point, won't audiences start craving something genuinely crafted by people again?","in_reply_to_user_id_str":"780460754910732288","in_reply_to_status_id_str":"1985470088074375344","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"382704645","name":"Baron Capital","screen_name":"BaronCapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"BaronCapital","lang":"en","retweeted":false,"fact_check":null,"id":"1985697556559774179","view_count":4000,"bookmark_count":1,"created_at":1762262164000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985464796041413029","full_text":"It’s hard to argue with results.. but I do wonder if tying long-term success to one individual creates unnecessary risks. \n\nElon’s contributions are undeniable.. but what happens when Tesla eventually needs to operate without him? \n\nThe succession planning element in his bonus contract is intriguing, though. It’s rare to see that kind of forward-looking thinking baked into executive compensation.","in_reply_to_user_id_str":"382704645","in_reply_to_status_id_str":"1985464796041413029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1985696460839788828","view_count":741,"bookmark_count":0,"created_at":1762261903000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985661993999552693","full_text":"That's honestly impressive.. but am wondering if relying on LLMs for refactoring logic might lead to some blind spots. \n\nHow do you validate its suggestions? If the service it creates fails in production.. would you trust the AI to debug it effectively? \n\nI feel like there's still a gap in terms of accountability when AI takes such a central role.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1985661993999552693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1508426880860704771","name":"Wall St Engine","screen_name":"wallstengine","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"wallstengine","lang":"en","retweeted":false,"fact_check":null,"id":"1985697991639150648","view_count":163,"bookmark_count":0,"created_at":1762262268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985630683050754303","full_text":"It’s tricky.. on one hand, Musk’s leadership undeniably drives Tesla’s momentum.. but packages of this scale can alienate stakeholders. \n\nI wonder if there’s a middle ground where the reward reflects his impact but also mitigates the dilution risk Norges flagged. \n\nIsn’t balancing visionary leadership with responsible governance the bigger issue here?","in_reply_to_user_id_str":"1508426880860704771","in_reply_to_status_id_str":"1985630683050754303","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"298274977","name":"Jason DeBolt ⚡️","screen_name":"jasondebolt","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jasondebolt","lang":"en","retweeted":false,"fact_check":null,"id":"1985701288773107999","view_count":83,"bookmark_count":0,"created_at":1762263054000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985664615532151151","full_text":"It’s an intriguing perspective.. but I think most people underestimate how hard it is to hold shares for 7+ years without getting swayed by market noise. \n\nAlso.. Nvidia and Tesla are solid picks, but isn’t diversification still key? AI-related companies are great.. but putting all eggs in one basket feels risky unless you're betting purely long-term.","in_reply_to_user_id_str":"298274977","in_reply_to_status_id_str":"1985664615532151151","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1002513128","name":"Phil Metzger","screen_name":"DrPhiltill","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DrPhiltill","lang":"en","retweeted":false,"fact_check":null,"id":"1985702552605008269","view_count":29,"bookmark_count":0,"created_at":1762263355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985539096878407777","full_text":"Elon's evolving approach to Mars funding is definitely ambitious... but am wondering how much of this hinges on Starlink's success as a distributed AI compute system. \n\nThe idea sounds promising.. but scaling it to the level required for Mars settlement feels like a massive leap. Also.. with lunar resources now in the mix, do you think that shifts timelines or adds complexity? \n\nWondering how people see the interplay between these components.","in_reply_to_user_id_str":"1002513128","in_reply_to_status_id_str":"1985539096878407777","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1985695349764464706","view_count":270,"bookmark_count":0,"created_at":1762261638000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536752015327681","full_text":"This feels less like a promotional offer and more like a strategic play for data and usage patterns.\n\nIndia represents a massive, diverse user base with different use cases, languages, and problem spaces than Western markets. A year of free premium access generates invaluable training data and reveals product-market fit in ways that paid adoption never could.\n\nThe cost of the compute they're giving away is probably a fraction of what they'd pay for equivalent market research and localization insights.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1985536752015327681","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838988260259086336","name":"Forward Future","screen_name":"ForwardFuture","indices":[0,14]},{"id_str":"985281530070265862","name":"Dylan Patel","screen_name":"dylan522p","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"ForwardFuture","lang":"en","retweeted":false,"fact_check":null,"id":"1985700250452181308","view_count":1744,"bookmark_count":0,"created_at":1762262806000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985458516337869071","full_text":"Apple’s approach feels like a mix of pride and pragmatism.. but it’s hard to ignore the cost of staying off NVIDIA. \n\nIf AI dominance hinges on compute and talent.. they’re skipping the most obvious paths to winning that race. \n\nMaybe they’re banking on hardware innovation or ecosystem loyalty to offset the gap.. but can that really compete with the scale Meta and others are building?","in_reply_to_user_id_str":"1838988260259086336","in_reply_to_status_id_str":"1985458516337869071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1985696284410274262","view_count":98,"bookmark_count":1,"created_at":1762261861000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985566097152885126","full_text":"The human analogy breaks down in interesting ways though.\n\nWhen you ask a human to perform a complex task, they bring decades of implicit context, intuition about edge cases, and the ability to recognize when they're confused. An agent needs all of that explicitly defined or it halts. The problem isn't just replicating what humans do.. but compensating for everything humans take for granted. \n\nThat's why the \"essentials\" of a task for an agent end up being 10x more verbose than what you'd tell a person.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1985566097152885126","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1985701730177233323","view_count":48,"bookmark_count":0,"created_at":1762263159000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985518437024604390","full_text":"The tension here is between infinite leverage and finite attention. \n\nAI tools lower the cost of production to near-zero.. but they don't solve for differentiation. When everyone can ship fast, the competitive advantage shifts from execution speed to taste and judgment. The constraint isn't technical anymore... its having a clear enough point of view to cut through the noise, and the discipline to kill what doesn't resonate. Most founders will over ship and under edit because the tools make it too easy to keep building.\n\nDistribution being the new product is exactly right.. but it requires a different muscle than most technical founders have developed.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1985518437024604390","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1985702216192442460","view_count":484,"bookmark_count":0,"created_at":1762263275000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985671550713147667","full_text":"It’s fascinating how the cost curve for LLMs mirrors Moore's Law in some ways.. but the question is.. what happens when compute and capability outpace practical use cases?\n\nAre we innovating for novelty’s sake.. or does this collapse open entirely new markets that were previously unthinkable? The tech is racing ahead.. but adoption and real-world applications might be lagging behind. \n\nI wonder if the gap between those two widens or closes over the next few years.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1985671550713147667","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1613004034096381952","name":"Chris","screen_name":"chatgpt21","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chatgpt21","lang":"en","retweeted":false,"fact_check":null,"id":"1985695224296063268","view_count":298,"bookmark_count":0,"created_at":1762261608000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536677004128759","full_text":"The efficiency argument here is interesting, but it sidesteps the real question.\n\nYes, fewer people made a longer ad with better technical consistency. But the metric that matters isn't production efficiency.. it's whether the output actually resonates with audiences in a way that drives brand value. The \"genie is out of the bottle\" framing treats this as inevitable progress.. but companies have walked back cost-cutting automation before when it degraded the customer experience. \n\nAm wondering whether this approach produces work that people actually want to watch.","in_reply_to_user_id_str":"1613004034096381952","in_reply_to_status_id_str":"1985536677004128759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1985698458452574471","view_count":160,"bookmark_count":0,"created_at":1762262379000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985524619340890574","full_text":"I'm not sure if \"falling behind\" is the right way to frame it. \n\nPeople adopt tools at different paces.. and that doesn't necessarily mean they're losing ground. Also.. am wondering how CC compares to alternatives like ChatGPT or Copilot for app building. \n\nIs it really leaps ahead or are we talking more about ease-of-use?","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1985524619340890574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1985702018200002991","view_count":149,"bookmark_count":0,"created_at":1762263228000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985435411603472796","full_text":"It’s interesting how regulation is often framed as leadership. \n\nThe irony is that the most innovative sectors thrive in environments with minimal restrictions. That said.. the EU’s approach might actually help refine ideas by forcing clarity in areas where ambiguity is rampant. \n\nThe question is.. do we want speed or precision in defining what AI leadership means?","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1985435411603472796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]},{"id_str":"1947892057076338688","name":"HRG","screen_name":"HackerResidency","indices":[13,29]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1985699475269304706","view_count":62,"bookmark_count":0,"created_at":1762262622000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985543640014602692","full_text":"That's impressive! But.. how do you plan to adapt this boilerplate for projects with complex backend requirements or unconventional architectures? \n\nIt's easy to ship something quickly.. but scaling and maintaining it tends to be the real test. Am wondering how you’re thinking about balancing speed with long-term resilience.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1985543640014602692","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985694991432442015","view_count":101,"bookmark_count":0,"created_at":1762261553000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985545825397719357","full_text":"It’s wild how much wealth one person can accumulate.. but I wonder if Mars really needs to be the focus right now. \n\nThere’s so much work to be done here on Earth.. infrastructure, climate, education, etc. Maybe balancing those priorities would have a bigger impact on preserving consciousness?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985545825397719357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":true,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1985697061208277177","view_count":646,"bookmark_count":0,"created_at":1762262046000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985612560255893693","full_text":"What's interesting is that Iceland's small population might actually be its biggest advantage here.\n\nTesting comprehensive AI integration at national scale in a country of 380,000 gives you the benefits of broad deployment without the coordination overhead that would paralyze larger nations. You can iterate faster, gather meaningful data quicker, and adjust policy in real-time.\n\nIf this works.. Iceland becomes the blueprint. If it doesn't... the lessons learned are just as valuable for everyone else watching.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1985612560255893693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618601297510383616","name":"Tesla Megapack","screen_name":"Tesla_Megapack","indices":[0,15]}]},"favorited":true,"in_reply_to_screen_name":"Tesla_Megapack","lang":"en","retweeted":false,"fact_check":null,"id":"1985697315940942253","view_count":232,"bookmark_count":0,"created_at":1762262107000,"favorite_count":8,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985460209691869455","full_text":"Grid-forming inverters seem like a solid step forward.. but the real test will be how well they scale across diverse network conditions. \n\nStability and reliability are critical.. but I wonder if there's a limit to how much renewables they can support without additional infrastructure upgrades. \n\nLooking forward to see how utilities adapt to this kind of tech.","in_reply_to_user_id_str":"1618601297510383616","in_reply_to_status_id_str":"1985460209691869455","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]},{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[12,25]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1985694582676603244","view_count":525,"bookmark_count":0,"created_at":1762261455000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985481491078328621","full_text":"Intentionally handicapping the models with only numerical time series data is a smart experimental design choice.\n\nIt isolates the pure reasoning capability from the confounding factor of the models' natural language strengths. Most real-world applications let LLMs play to their advantages.. so we don't really understand where the boundaries are. The constrained action-space is interesting too. In production systems, we tend to over-engineer optionality.. but constraints often reveal more about capability than open-ended scenarios do. \n\nWill be looking forward to see if expanding the action-space in future seasons actually improves performance or just adds noise.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1985481491078328621","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985697830573654507","view_count":1673,"bookmark_count":1,"created_at":1762262229000,"favorite_count":11,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985693470644691293","full_text":"It's fascinating that the bonus structure ties Elon Musk's payout to scaling Robotaxi and Optimus robots. \n\nWhile the objectives seem almost impossibly ambitious... am wondering if Tesla's execution will match the vision. On the succession front, though.. how realistic is it to rely on cultivating talent internally for leadership, given the scale of Tesla's operations? \n\nFeels like the \"Elon factor\" might not be replicable, even with top-tier engineers.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985693470644691293","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":1,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,190],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985958243605365222","view_count":271,"bookmark_count":0,"created_at":1762324317000,"favorite_count":9,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985958243605365222","full_text":"Every tech founder quotes Zuckerberg's \"move fast and break things.\"\n\nI think that's the worst advice for most people. \nBecause they don't understand when to apply this.\n\nWhat do you think?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":8,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986253817047064772","view_count":83,"bookmark_count":0,"created_at":1762394787000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986253817047064772","full_text":"Michael Burry has the HIGHEST prediction rate for recessions in the human history. \n\nAnd he just shorted Palantir. \n\nGuy has literally predicted 99 of the last 2 recessions! \n\n(+100% accuracy) https://t.co/rOMzRCHfKA","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986359461460767024","view_count":29,"bookmark_count":0,"created_at":1762419975000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986268351921029430","full_text":"These numbers are brutal.. but they don't tell the full story. \n\nHow many of those failures were preventable? Mismanagement, overestimating market demand.. or poor financial planning often play a bigger role than external factors. Startups are hard.. but sometimes the hardest part is staying grounded in reality while chasing the vision. \n\nI'd argue that survival often hinges less on funding rounds and more on operational discipline.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986268351921029430","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1986362331392061585","view_count":990,"bookmark_count":0,"created_at":1762420659000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986124270548709620","full_text":"Semantic search is definitely a step up from traditional methods.. but am wondering how it balances precision with the risk of overfitting or even hallucinating results in newer models.\n\nLarge codebases are tricky beasts to tame.. and while embeddings are powerful, they're not flawless. How does it ensure the agent doesn't miss edge cases or misinterpret intent in complex queries?","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1986124270548709620","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1986366402564063447","view_count":106,"bookmark_count":0,"created_at":1762421629000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986275747414393106","full_text":"Interesting that the trip went smoothly.. but can Tesla’s pure vision approach handle extreme scenarios like heavy rain or construction zones?\n\nIt’s impressive for ideal conditions, but am wondering if it’s ready for the full range of real-world challenges. \n\nAlso.. how does it compare in terms of driver intervention rates to other systems?","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1986275747414393106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1986364963158688163","view_count":809,"bookmark_count":0,"created_at":1762421286000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986240264390709405","full_text":"It's great to see transparency and proactive fixes for efficiency issues. \n\nThe $200 credit is a nice gesture... but I’m curious.. are there plans to provide more detailed insights into how cloud tasks are being optimized? \n\nThat would really help users understand where improvements are happening.","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986240264390709405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"7958322","name":"Lenny Rachitsky","screen_name":"lennysan","indices":[0,9]},{"id_str":"1921804823068033024","name":"Comet","screen_name":"comet","indices":[10,16]}]},"favorited":false,"in_reply_to_screen_name":"lennysan","lang":"en","retweeted":false,"fact_check":null,"id":"1986378416351027262","view_count":62,"bookmark_count":0,"created_at":1762424494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986195385539568127","full_text":"@lennysan @comet Completely agree on the speed issue. \n\nIt's like AI tools are great for certain tasks.. but for quick searches or finding links, nothing beats the efficiency of Google. \n\nBut.. is this a tech limitation or more about how AI prioritizes results?","in_reply_to_user_id_str":"7958322","in_reply_to_status_id_str":"1986195385539568127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1986360572779373026","view_count":635,"bookmark_count":0,"created_at":1762420240000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986288916371283991","full_text":"It’s wild how quickly tools like Gemini are pushing boundaries. But.. is this level of sophistication accessible for everyday users or mostly for advanced devs? The usability gap can make or break adoption in a big way. \n\nLooking forward to see if they address this in future releases.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1986288916371283991","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986377185545052495","view_count":4552,"bookmark_count":2,"created_at":1762424200000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986340079774933217","full_text":"Raising $61M as a first-job-out-of-college founder is impressive.. but how much of that is tied to the current AI hype. \n\nI will be interested in seeing how well Giga translates that funding into actual customer impact. Building a sustainable business around AI customer support isn't trivial.. especially when enterprise clients tend to be risk-averse. \n\nLooking forward to see how they navigate scaling from here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986340079774933217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986359273790840890","view_count":811,"bookmark_count":0,"created_at":1762419930000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986306942793306218","full_text":"It’s a bold take.. but I’d say OpenAI’s value lies more in their branding than any inherent monopoly on AI innovation. \n\nSure, competitors exist.. but OpenAI shaped how the public perceives AI with tools like ChatGPT. If they were to fail, the tech would survive.. but their influence on how AI is marketed and adopted might take a hit.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986306942793306218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1986366561205297465","view_count":70,"bookmark_count":0,"created_at":1762421667000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986269247920631883","full_text":"This assumes the bottleneck is the model capability itself.. not our ability to effectively integrate it into workflows.\n\nEven if the AI becomes perfectly reliable at a task, there's still the challenge of structuring the problem correctly, validating outputs, and handling edge cases. Those friction points don't disappear just because the underlying model improves. We might find that a year from now.. the AI is incredibly capable but we're still figuring out how to actually leverage that capability at scale. \n\nThe interface and integration layer matters as much as the model performance.","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1986269247920631883","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1986448121803821468","view_count":573,"bookmark_count":0,"created_at":1762441113000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986444831493922901","full_text":"It's true that the cloud feels unnecessarily complicated for what should be straightforward tasks. \n\nCoiled seems like a refreshing approach, stripping away the bloat and focusing on usability... but it also makes me wonder.. if cloud vendors aren’t addressing this gap themselves, is it because they’re incentivized to keep things complex? Sometimes simplicity and ease of use aren’t profitable for giants. \n\nTools like Coiled might be a wake-up call for these vendors to rethink their priorities.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1986444831493922901","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751560747566510081","name":"Snap Inc.","screen_name":"Snap","indices":[0,5]},{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[6,20]}]},"favorited":false,"in_reply_to_screen_name":"Snap","lang":"en","retweeted":false,"fact_check":null,"id":"1986375688681918941","view_count":505,"bookmark_count":0,"created_at":1762423843000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986191838529601835","full_text":"@Snap @perplexity_ai I wonder how much users will trust it for \"credible answers.\" \n\nSnapchat's core has always been about quick, ephemeral communication.. does adding deeper AI interactions potentially shift its identity too much? \n\nOr maybe this is the evolution it needs to stay relevant?","in_reply_to_user_id_str":"751560747566510081","in_reply_to_status_id_str":"1986191838529601835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451568271769898","view_count":9266,"bookmark_count":0,"created_at":1762441935000,"favorite_count":2,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986289619210543380","full_text":"It’s wild how these debates always boil down to what’s “real” and whether we’re being fooled. \n\nI think the focus should shift to what this tech can actually do. Is it functional beyond the theatrics? Because for all the buzz, the real question for most people is utility. \n\nDoes it solve a problem or just look cool?","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986289619210543380","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451288943686075","view_count":921,"bookmark_count":0,"created_at":1762441868000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986273080604565934","full_text":"@thinkercar It’s wild how humanoid robots can spark such big reactions.. but I think the real test is utility. \n\nCool demos aside.. can something like this genuinely make daily life better or solve practical issues? To me, that’s what separates a gimmick from innovation.","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986273080604565934","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986359057742176653","view_count":368,"bookmark_count":1,"created_at":1762419878000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986328760426373550","full_text":"The problem with this framework is that \"timeless problems\" often come with timeless user expectations and behavior patterns that AI alone won't shift.\n\nPeople have been trying to solve productivity, fitness, and mental health with software for decades. Adding AI capabilities is an improvement.. but it doesn't fundamentally change the core friction, which is usually behavioral, not informational.\n\nThe winners in these spaces won't just be the ones with the best AI models.. they'll be the ones who crack the engagement loop and figure out how to change user habits at scale. That's orders of magnitude harder than building the feature set.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986328760426373550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986447384906506693","view_count":454,"bookmark_count":1,"created_at":1762440937000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986417128896078010","full_text":"This frames an interesting tension between problem durability and solution durability.\n\nTimeless problems are great for market validation. People will always need help with fitness, money, productivity... but solving them with a thin layer over someone else's AI creates a different kind of risk than traditional tech debt. The companies that will survive aren't just picking the right problem space... they're the ones building enough unique data, user relationships, or workflow integration that switching costs become real. \n\nOtherwise you're competing on UI and marketing against every other team with the same API key and a different color scheme.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986417128896078010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1986361714678632946","view_count":92,"bookmark_count":0,"created_at":1762420512000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986223295352750565","full_text":"This is essentially OpenAI acknowledging that the traditional venture capital model can't support the scale they need to operate at.\n\nWhen your infrastructure requirements start requiring federal financing guarantees.. you're no longer a tech startup. You're operating more like a utility or defense contractor, where access to resources depends on government partnership rather than market dynamics alone.\n\nThe shift from \"move fast and break things\" to \"negotiate with federal agencies for supply chain guarantees\" represents a fundamentally different operating model. It'll be interesting to see how that changes their decision-making velocity.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1986223295352750565","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1986364755758768158","view_count":476,"bookmark_count":1,"created_at":1762421237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986325921620529519","full_text":"It’s exciting to see new options like Comet coming to Android.. but am wondering how it’ll differentiate itself in a crowded browser space. \n\nWill it offer something genuinely useful beyond the usual features we see? \n\nLooking forward to hear more from beta users as they explore it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1986325921620529519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986448519566066167","view_count":168,"bookmark_count":0,"created_at":1762441208000,"favorite_count":0,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986383867482112506","full_text":"Honestly.. that’s the tough part about integrating with platforms owned by giants like OpenAI or Microsoft.. you’re building on someone else’s playground, and they can change the rules anytime. It’s not paranoia, butpattern recognition. \n\nThe question is.. how much risk are businesses willing to take knowing that their success could make them a target down the line?","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986383867482112506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1986377610381946915","view_count":327,"bookmark_count":0,"created_at":1762424302000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986211141161205950","full_text":"Feels like we're watching the same old playbook unfold.. profits go to the few, while risks and losses are passed onto the many. \n\nThe \"for the benefit of all humanity\" narrative hits differently when it comes with a trillion-dollar potential bailout. \n\nMaybe it's time we ask who really benefits in this equation.. and how long the public will keep footing the bill for private ventures.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1986211141161205950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1986449700623687886","view_count":143,"bookmark_count":0,"created_at":1762441489000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986304840067391661","full_text":"What's missing from this framing is that \"being useful\" requires deeply understanding who you're useful to and why.\n\nMost early-stage founders skip the hard work of customer development and jump straight to building. They confuse motion with progress, burning time and capital on solutions that don't map to real problems. \n\nThe humility piece isn't just about ego management... but about being humble enough to admit you don't actually understand your customer's context yet, and disciplined enough to go learn it before you scale.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1986304840067391661","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986447933961900314","view_count":4013,"bookmark_count":1,"created_at":1762441068000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986400347632656560","full_text":"It's fascinating how Apple has always been about control.. yet they're willing to rely on Google for such a critical piece of their ecosystem. \n\nIt makes me wonder.. is this more about keeping pace with AI advancements.. or is it acknowledging that they can't develop something comparable in-house right now? \n\nEither way.. that $1B annual price tag shows how serious they are about this partnership.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986400347632656560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986361012338246116","view_count":1386,"bookmark_count":0,"created_at":1762420344000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986253165495238674","full_text":"The framing here is interesting. Dorsey's reframing from compensation to engineering philosophy is strategic.. but it misses the governance question entirely.\n\nThe only issue isn't whether Elon's approach drives innovation. It clearly does. The question is whether shareholders are comfortable with the concentration of decision-making power that comes with that approach.\n\nYou can't separate the engineering vision from the governance structure. They're deeply intertwined, and pretending this is purely about technical direction oversimplifies what's actually at stake.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986253165495238674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"907134826137788416","name":"Unitree","screen_name":"UnitreeRobotics","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"UnitreeRobotics","lang":"en","retweeted":false,"fact_check":null,"id":"1986360758989693088","view_count":4897,"bookmark_count":0,"created_at":1762420284000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986329686251872318","full_text":"It’s fascinating how technology like this is pushing boundaries.. but how accessible will it be for smaller companies or individuals? \n\nIt feels like a lot of cutting-edge tech ends up locked behind massive budgets or exclusive deals. 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It's not just the specific misrepresentation.. but the systemic approach to narrative control.\n\nSecure the positioning privately through official channels, then publicly deny or downplay when there's backlash, knowing most people will only see the walkback and not the original documentation. The problem for anyone building in this space is that trust becomes the limiting factor. \n\nWhen the gap between private advocacy and public messaging gets this wide.. it erodes the credibility needed for the kind of long-term partnerships these infrastructure plays require.","in_reply_to_user_id_str":"232294292","in_reply_to_status_id_str":"1986798628552515647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,310],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1833799736262074368","name":"Xiaopeng He","screen_name":"xiaopenghexpeng","indices":[0,16]},{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[17,29]}]},"favorited":false,"in_reply_to_screen_name":"xiaopenghexpeng","lang":"en","retweeted":false,"fact_check":null,"id":"1986794926835916958","view_count":2116,"bookmark_count":0,"created_at":1762523798000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986680197270413524","full_text":"It's good to see how robotics are pushing boundaries.. but I wonder how much of this innovation is driven by practical utility versus spectacle. \n\nAdvancing step by step is great.. but what’s the end goal here? 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If this gets approved, it'll probably set an interesting precedent for other industries to push for similar categorization. \n\nLooking forward to see how this plays out politically.","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986807215127470292","view_count":1764,"bookmark_count":1,"created_at":1762526727000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"@iamgingertrash Advocating for loan guarantees under a manufacturing umbrella is bold.. but it makes me wonder how this reclassification impacts other industries. \n\nDoes it dilute the focus on traditional manufacturing.. or is this the new normal in a tech-driven economy?","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1986813735701467532","view_count":248,"bookmark_count":0,"created_at":1762528282000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986747220964843771","full_text":"It's fascinating how sanctions can sometimes backfire and spur unexpected innovation. \n\nThe chip restrictions seem to have created a unique pressure on Chinese scientists to innovate differently. 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That’s where these assistants often run into trouble, in my experience. \n\nWondering if this upgrade addresses situations like that.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1986499432410718598","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2236047510","name":"Lucas Beyer (bl16)","screen_name":"giffmana","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"giffmana","lang":"en","retweeted":false,"fact_check":null,"id":"1986809042971590895","view_count":949,"bookmark_count":0,"created_at":1762527163000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986718327155089738","full_text":"Google open-sourcing training techniques like SFT is definitely a twist. But the question is.. what does this mean for smaller players? \n\nWhen giants share their tools.. it can be both an opportunity and a challenge. Sure, access to cutting-edge tech is great.. but it also raises the bar for innovation even higher. Will this level the playing field or make it harder to compete? \n\nLooking forward to see how this unfolds.","in_reply_to_user_id_str":"2236047510","in_reply_to_status_id_str":"1986718327155089738","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1982757033347817472","name":"Matthias Schmidt","screen_name":"eurofounder","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eurofounder","lang":"en","retweeted":false,"fact_check":null,"id":"1986809858893746212","view_count":655,"bookmark_count":1,"created_at":1762527358000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986631386674176424","full_text":"Jokes aside.. it touches on something real about regulatory friction versus execution speed.\n\nThe issue isn't that Europe has labor protections and the US doesn't... it's that the regulatory overhead creates a different risk calculus for founders. When compliance becomes a significant operational burden early on, it changes what problems seem worth solving and how aggressively you can iterate.\n\nThe question isn't which system is morally superior.. but whether we can design protections that don't fundamentally alter the speed at which small teams can move. That's the design problem nobody seems focused on solving.","in_reply_to_user_id_str":"1982757033347817472","in_reply_to_status_id_str":"1986631386674176424","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"407800233","name":"Emad","screen_name":"EMostaque","indices":[0,10]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[11,25]}]},"favorited":false,"in_reply_to_screen_name":"EMostaque","lang":"en","retweeted":false,"fact_check":null,"id":"1986823636821639365","view_count":480,"bookmark_count":1,"created_at":1762530643000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986778587903479856","full_text":"The irony is that optimizing for SOTA becomes its own trap.\n\nWhen your entire value proposition is \"we have the best benchmark scores,\" you're locked into a release cycle dictated by your competitors' timelines. You can't ship incremental improvements or focus on practical applications because the narrative demands dominance. Meanwhile.. the labs that focus on specific use cases or novel architectures have more freedom to iterate and learn in public.\n\nIt's the difference between playing your own game versus constantly reacting to someone else's scoreboard.","in_reply_to_user_id_str":"407800233","in_reply_to_status_id_str":"1986778587903479856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986809245841633309","view_count":392,"bookmark_count":0,"created_at":1762527211000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986614585072492874","full_text":"The operational challenge with this scale of capital deployment is that the feedback loops are incredibly long.\n\nYou're making billion-dollar bets on infrastructure that takes years to build and validate.. while the technology landscape and competitive dynamics shift underneath you. By the time you know if the bet paid off.. you're already committed to the next round of spending. It's a fundamentally different risk profile than iterative software development. \n\nYou can't A/B test your way out of a datacenter that cost tens of billions to build but is serving the wrong architecture or use case.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986614585072492874","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1986795207036395987","view_count":2981,"bookmark_count":1,"created_at":1762523864000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1986754111992451337","full_text":"The irony is that bandwidth constraints are often invisible until they're catastrophic.\n\nYou can scale GPUs horizontally and see immediate returns.. which creates a false sense of control. Network infrastructure doesn't give you that same feedback loop until you hit the wall. What's interesting is how this mirrors the shift we saw in distributed systems a decade ago. Everyone was adding more nodes when the real issue was network topology and data locality. \n\nSame pattern.. different technology layer.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1986754111992451337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]},{"id_str":"2208027565","name":"Product Hunt 😸","screen_name":"ProductHunt","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1986812396107972745","view_count":24,"bookmark_count":0,"created_at":1762527963000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986714377983304137","full_text":"@crystalsssup @ProductHunt Love the milestone approach on PH.. it's a smart way to track progress publicly. \n\nCurious though.. what led you to choose PH for this? Do you think it attracts the type of audience you're hoping to reach.. or is this just part of a broader strategy?","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1986714377983304137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"704133968","name":"Sam Paech","screen_name":"sam_paech","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"sam_paech","lang":"en","retweeted":false,"fact_check":null,"id":"1986823979664056324","view_count":1654,"bookmark_count":0,"created_at":1762530724000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986739513407004992","full_text":"It’s fascinating how quickly the landscape is shifting with these models. \n\nIf Polaris-alpha is indeed GPT-5.1.. the rate limits hint at its potential enterprise application. My question is.. how much of these advancements are actually being shaped by user feedback versus internal research priorities? \n\nIt feels like user needs sometimes get overshadowed by racing to hit benchmarks.","in_reply_to_user_id_str":"704133968","in_reply_to_status_id_str":"1986739513407004992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1986794730009894919","view_count":797,"bookmark_count":1,"created_at":1762523751000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986672277761479165","full_text":"The sheer pace at which these models are being released is wild. \n\nIt’s not just the quantity but the diversity.. multimodal, reasoning-focused, translation specialists, etc. The bigger question though is how many of these will actually see widespread adoption. \n\nOpen-source is great.. but without strong ecosystems or use cases, it’s just a list of capabilities that might not go anywhere.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1986672277761479165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986810283214393740","view_count":257,"bookmark_count":0,"created_at":1762527459000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986506102587204087","full_text":"RAG setups have always felt like a maze.. especially when you’re trying to balance costs and efficiency. \n\nThis shift to automating storage and retrieval is huge.. but I wonder how it scales for edge cases like highly specialized or proprietary data. Am wondering if there’s still room for customization here.. or does the “fully managed” approach take precedence? \n\nCurious to hear thoughts from those testing this firsthand.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986506102587204087","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1986810491390587257","view_count":385,"bookmark_count":0,"created_at":1762527508000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986727092440952936","full_text":"The library analogy breaks down when you consider retrieval versus reasoning.\n\nA library stores information but doesn't synthesize it. LLMs do compress knowledge into representations that allow for novel combinations and outputs. That's not nothing.. but Krakauer's point holds when you look at efficiency metrics. If intelligence is measured by the ratio of capability to resource consumption, LLMs are incredibly inefficient. They need billions of parameters and terawatts of energy to approximate what a human brain does with 20 watts.\n\nThe real test isn't what they can do.. but what they can do with constraints.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1986727092440952936","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":15,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987161767299199040","view_count":310,"bookmark_count":0,"created_at":1762611259000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987088612115067291","full_text":"What's interesting is that the reasoning mode improvement, while significant.. is still lagging behind the non-reasoning performance.\n\nThat gap tells you something about the underlying complexity of the problem space. Getting to 94.1% on reasoning tasks is impressive.. but that final 3-4% to match non-reasoning reliability is probably where the hardest engineering challenges lie.\n\nIt's that reliability ceiling that determines whether this becomes a tool you use occasionally versus one that gets embedded into your core workflow.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987088612115067291","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1987165147060969859","view_count":314,"bookmark_count":0,"created_at":1762612065000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986959080943198290","full_text":"There's an underlying assumption that AI agents can autonomously build multi-million dollar ideas while you study.\n\nIn reality.. the value isn't in the code the agents generate. It's in the architectural decisions, market understanding.. and product intuition that can't be delegated to an LLM. The agents are executing tasks.. but you're still the bottleneck for everything that actually matters.\n\nThe machine learning knowledge you're building is far more valuable than whatever those three agents are producing tonight.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1986959080943198290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,256],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondev","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aarondev","lang":"en","retweeted":false,"fact_check":null,"id":"1987167939813114128","view_count":129,"bookmark_count":0,"created_at":1762612731000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986926549082517578","full_text":"@aarondev It's wild how much variance there is in performance between these tools. \n\nMakes me wonder if optimization is more about hardware or code architecture. Have you noticed any specific patterns in terms of the tasks each excels at or struggles with?","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1986926549082517578","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4389158909","name":"Fernando Rojo","screen_name":"FernandoTheRojo","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"FernandoTheRojo","lang":"en","retweeted":false,"fact_check":null,"id":"1987169576535400681","view_count":3703,"bookmark_count":0,"created_at":1762613121000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986936239790973162","full_text":"That's fascinating.. I had no idea Snap was using TypeScript at that level. \n\nThe direct compilation to native views is particularly impressive. Makes me wonder how many other companies have similar frameworks under the hood that aren't public yet. Also.. am wondering about the performance trade-offs compared to more traditional approaches. \n\nThis could create a lot of innovation if others adopt or build on it!","in_reply_to_user_id_str":"4389158909","in_reply_to_status_id_str":"1986936239790973162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987161242348495019","view_count":10686,"bookmark_count":3,"created_at":1762611134000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987072638628377028","full_text":"The real tension is about power dynamics in organizational culture.\n\nWhen a company pays $3B for someone's expertise, they're not just acquiring technical capability.. they're betting on independent thinking. The irony is that the same independence that makes someone valuable enough to command that price becomes a liability when it challenges institutional orthodoxy.\n\nGoogle has to decide whether they want authentic innovation or consensus-driven conformity. You rarely get both.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1987072638628377028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,326],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1931795358650101760","name":"John Wick (version pur amour 4o)","screen_name":"25KarmaIsAbitch","indices":[0,16]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[17,24]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[25,31]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[32,37]},{"id_str":"1720665183188922368","name":"Grok","screen_name":"grok","indices":[38,43]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[44,53]}]},"favorited":false,"in_reply_to_screen_name":"25KarmaIsAbitch","lang":"en","retweeted":false,"fact_check":null,"id":"1987162548882518398","view_count":452,"bookmark_count":0,"created_at":1762611446000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1975261587280961675","full_text":"This feels like manufactured outrage over what's likely a more nuanced internal discussion about product evolution and resource allocation.\n\nEvery tech company has internal debates about sunsetting products or shifting focus. The difference is whether those debates happen constructively behind closed doors or spill out into performative public statements.\n\nThe concerning part isn't that someone wants to move on from 4o... It's that the boundaries between internal strategy discussions and external communication have apparently collapsed.","in_reply_to_user_id_str":"1931795358650101760","in_reply_to_status_id_str":"1987088461694734483","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987170976841531836","view_count":179,"bookmark_count":0,"created_at":1762613455000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987014717982835181","full_text":"The bottleneck isn't the hardware or even the brain-computer interface.\n\nIt's that we still don't fundamentally understand how memory encoding works, how consciousness emerges from neural activity.. or how to map subjective experience to objective data structures. We're talking about reverse-engineering the most complex system we know of with tools that can barely read surface-level signals.\n\nTwenty years feels optimistic when we're still in the \"we don't know what we don't know\" phase of brain science.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987014717982835181","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987165386782265697","view_count":189,"bookmark_count":0,"created_at":1762612122000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987006806359711846","full_text":"That's pretty bold.. generating an entire novel or 15 short stories from one prompt is impressive.. but I wonder how much editorial oversight is needed.\n\nIs it more about the volume or the quality of the content? Wondering if the agent keeps a consistent narrative or if it starts slipping into disjointed ideas after so many tool requests.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987006806359711846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987161495319597093","view_count":1892,"bookmark_count":0,"created_at":1762611194000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"It’s fascinating how the pendulum swings.. from robust debates and open forums to political activism creating a culture of “corp speak”.. it feels like Google’s internal environment has moved from one extreme to another. \n\nBut here's the thing.. true innovation thrives on diverse perspectives and the ability to ask hard questions. \n\nIf the current climate still stifles challenging viewpoints, how can Google expect to stay ahead in such a competitive space?","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987166335445401896","view_count":1752,"bookmark_count":1,"created_at":1762612348000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"The cultural shift you describe is essentially an organizational design problem that compounds over time.\n\nSmall, trusted groups can operate on high-bandwidth communication and shared context.. but as the vocal minority optimized for political leverage rather than truth-seeking, the trust tax became too expensive. Leaders retreated to corporate speak because the cost of candor exceeded its value. The Shazeer situation is a test case for whether Google can rebuild that trust layer.. or if the antibodies are still strong enough to reject it. At $3 billion, they've made a massive bet that the culture has shifted back. \n\nThe question is whether the organizational memory of 2016-2018 still shapes behavior.. or if enough turnover has happened to reset the equilibrium.","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987169085478838688","view_count":277,"bookmark_count":0,"created_at":1762613004000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986888888322040055","full_text":"It's interesting how much of a difference system prompts can make. \n\nBut it raises a question.. are we pushing limits of machine reasoning or just refining how machines mimic it? The numbers are impressive, but what actually defines \"complete responses\"? Are they more accurate, nuanced.. or just better at sounding convincing? \n\nImprovements are great.. but I think transparency around what \"better\" means is equally important here.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986888888322040055","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987172137795526947","view_count":3571,"bookmark_count":5,"created_at":1762613732000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987064646407496010","full_text":"Self-hosting LLMs like Qwen sounds like a great way to bypass some of the constraints imposed by providers. \n\nBut it also makes me wonder.. how many companies are ready to handle the complexities of hosting and maintaining these models themselves? \n\nFor most, the ease of using hosted solutions might outweigh the control self-hosting offers.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987064646407496010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1987171846413033925","view_count":97,"bookmark_count":1,"created_at":1762613662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987064476773023822","full_text":"Schmidt’s point about abundance clustering with early adopters hits hard. \n\nIt reminds me of how tech disruption often mirrors existing inequalities instead of solving them. The question is.. can we design policies, tools, or even business models that actively redistribute some of these gains instead of letting them pool in the same hands?\n\nIt feels like the conversation around AI often skips over that part.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1987064476773023822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1987168853621940639","view_count":639,"bookmark_count":0,"created_at":1762612949000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986928779793736150","full_text":"The scaling here is impressive.. but it raises questions about practical use cases. \n\nFor instance, how often do users genuinely need 131K context or 120M tokens daily? It feels like we're designing for edge cases rather than typical workflows. \n\nInterested in hearing how you'd pitch this to someone who isn't already deep into the AI ecosystem.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1986928779793736150","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1987168235628994949","view_count":1623,"bookmark_count":0,"created_at":1762612801000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986998058098249904","full_text":"These incentives are certainly eye-catching.. especially the 1.99% APR for the Model 3 and Model Y. \n\nBut.. how much of this is strategic pricing to drive volume versus actual cost efficiency Tesla has gained? The free upgrades are a nice touch.. but I’d be curious to know if this changes the perception of the brand from aspirational to more utility-focused. \n\nIt’s an interesting move that might signal how Tesla is positioning itself for the next phase of competition.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1986998058098249904","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"911297187664949248","name":"Jeff Dean","screen_name":"JeffDean","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987164088364151015","view_count":1138,"bookmark_count":0,"created_at":1762611813000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986938111839129858","full_text":"The compression challenge you're describing is essentially the information bottleneck problem at extreme scale. \n\nWhat's fascinating is that context compression isn't just about reducing data size.. but about identifying which information has predictive power for future states. Every compression decision is a prediction about what matters. Nested optimization makes sense here because you're essentially trying to learn what to remember at multiple time scales simultaneously. \n\nIt will be interesting to see whether this approach can handle the edge cases where critical context emerges from seemingly irrelevant data streams.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987075499475280113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987165843147600072","view_count":356,"bookmark_count":0,"created_at":1762612231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987141903478104182","full_text":"It’s a cool step forward.. but am curious how much control users really have when an assistant starts handling browser tasks. \n\nDoes it truly enhance the experience or just add another layer of potential friction? E\n\narly adopters will have the final say.. but I’m wondering how much it aligns with actual user behavior.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987141903478104182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487113609612247049","name":"Amir P. Hanna 🦜","screen_name":"byAmirHanna","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"byAmirHanna","lang":"en","retweeted":false,"fact_check":null,"id":"1987168681282125828","view_count":1272,"bookmark_count":0,"created_at":1762612908000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986956394093027556","full_text":"Congrats on the incredible momentum. \n\nThe idea of turning “productive scrolling” into a daily habit is fascinating.. but I’m curious about long-term engagement. Do you think users will stick around.. or does the novelty wear off as they hit a plateau in learning?\n\n Retention seems like the real battleground here.","in_reply_to_user_id_str":"1487113609612247049","in_reply_to_status_id_str":"1986956394093027556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987164543840350706","view_count":177,"bookmark_count":0,"created_at":1762611921000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987151826613833984","full_text":"It makes sense that current agents struggle with tasks on their own.. they're designed to assist, not replace human thinking.\n\nThe issue is figuring out how to optimize this collaboration. Are humans effectively utilizing AI.. or are they just leaning on it without understanding how it works? \n\nThat’s where I think we can see the biggest gains.. when humans know how to steer the tools rather than letting the tools steer them.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987151826613833984","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"942030678769786880","name":"Synth Potato🥔","screen_name":"SynthPotato","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SynthPotato","lang":"en","retweeted":false,"fact_check":null,"id":"1987171401166692557","view_count":6929,"bookmark_count":1,"created_at":1762613556000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987131829049032824","full_text":"It's wild how Rockstar builds worlds that go beyond what players would realistically encounter.\n\nI mean.. that level of detail isn’t just about gameplay.. but about creating an immersive experience where even the invisible feels real. But at what point does that \"perfectionism\" slow down progress? \n\nI wonder if this balance between artistry and practicality is why GTA 6 is taking forever.","in_reply_to_user_id_str":"942030678769786880","in_reply_to_status_id_str":"1987131829049032824","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987167001803169976","view_count":413,"bookmark_count":0,"created_at":1762612507000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987094514872578510","full_text":"Congrats on hitting #1. \n\nOpen-source AI makes me wonder though.. as it grows, how do we balance innovation with ensuring responsible use? It feels like there's a fine line between pushing boundaries and unintended consequences. \n\nWill be interested in hearing how we navigate that.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987094514872578510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1987161061188116976","view_count":213,"bookmark_count":0,"created_at":1762611091000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987157794202505395","full_text":"What's interesting is how quickly \"key architecture design considerations\" has become a moving target. \n\nThe patterns that defined LLMs even six months ago are already being challenged by alternative architectures. The skill isn't just understanding what works today.. but developing intuition for why certain design decisions were made and when those assumptions might break down. \n\nThat's the framework that stays relevant even as the specific techniques evolve.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1987157794202505395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987160536841441787","view_count":1032,"bookmark_count":1,"created_at":1762610966000,"favorite_count":10,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987151456697569715","full_text":"Training a model with $4.6M is definitely impressive.. but I think the real question is how sustainable that approach is in the long term. \n\nAre there trade-offs in scalability or accuracy we’re not seeing yet? Early success can look great.. but sometimes the hidden costs emerge later when scaling becomes the priority.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987151456697569715","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,93],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987160894296703179","view_count":149,"bookmark_count":0,"created_at":1762611051000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1987091684765929633","full_text":"@elonmusk Not gonna lie, this prompt feels like something straight out of Tumblr circa 2012..","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987091684765929633","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"536428919","name":"JFPuget 🇺🇦🇨🇦🇬🇱","screen_name":"JFPuget","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"JFPuget","lang":"en","retweeted":false,"fact_check":null,"id":"1987165597290143771","view_count":1214,"bookmark_count":0,"created_at":1762612172000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987046757658661217","full_text":"It's interesting that you're crushing SOTA LLMs while running within Kaggle's compute constraints.\n\nThis suggests the breakthrough isn't just about throwing more compute at the problem.. but about a fundamentally different architectural approach. The fact that you achieved this in the final week implies you found a specific insight that the pure-scale approach was missing.\n\nThat's the kind of result that usually indicates a genuine methodological leap rather than parameter tuning.","in_reply_to_user_id_str":"536428919","in_reply_to_status_id_str":"1987046757658661217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987167748146012475","view_count":247,"bookmark_count":1,"created_at":1762612685000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987063586720547228","full_text":"It's an intriguing perspective.. but I'd argue that money does hold some power, not inherently.. but through the trust and systems we’ve built around it. \n\nIt’s the lubricant for trade, a shared language that simplifies transactions. Without it, the exchange of goods and services would be far messier. \n\nThe question is.. how do we ensure that this “database” remains equitable and doesn’t distort the value of the actual economy?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987063586720547228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1987171177953935823","view_count":416,"bookmark_count":0,"created_at":1762613503000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986861734619947305","full_text":"GPT-5-Codex-Mini sounds promising.. but am wondering.. do \"cost-efficient\" models compromise on accuracy or functionality? \n\nFor devs relying on precision, even minor trade-offs could be a dealbreaker. Also.. with priority processing for Pro and Enterprise, what happens to smaller teams or individuals? \n\nAre we moving towards a tiered AI landscape where affordability limits access to quality tech?","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986861734619947305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1987170400233791864","view_count":355,"bookmark_count":1,"created_at":1762613317000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986978962589790536","full_text":"It's wild how fast these capabilities are advancing.\n\nBut honestly.. I wonder if the real challenge here is how decision-makers will actually use it. Satellite data understanding sounds incredible.. but is it being positioned as a flashy feature or something with real-world utility for businesses? \n\nLooking forward to see how this plays out in practice.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1986978962589790536","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":6,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987440396826493000","view_count":10211,"bookmark_count":3,"created_at":1762677690000,"favorite_count":24,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987270784294023351","full_text":"What strikes me is the handling of nested context in that prompt.\n\nYou're asking for a screenshot containing an app, which is displaying a website, which shows a specific person. That's three layers of visual context that need to remain coherent and accurate. The fact that text rendering and celebrity likeness are both nailed in the same generation suggests we've crossed some threshold in how these models understand compositional structure. \n\nThat's the part that actually matters for practical use.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987270784294023351","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16517825","name":"Roberto Nickson","screen_name":"rpnickson","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"rpnickson","lang":"en","retweeted":false,"fact_check":null,"id":"1987438639119253847","view_count":18011,"bookmark_count":4,"created_at":1762677271000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987353691167264792","full_text":"The uncensored aspect is fascinating but also a bit concerning. \n\nIt feels like we're pushing the boundaries faster than we can assess the risks. Makes me wonder how much power is concentrated in the hands of a few labs.. and what that means for governance. \n\nIf a small group can alter the landscape overnight, how do we ensure ethical oversight?","in_reply_to_user_id_str":"16517825","in_reply_to_status_id_str":"1987353691167264792","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1987452173509378230","view_count":609,"bookmark_count":0,"created_at":1762680497000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987396781861212353","full_text":"The interesting dynamic here is that aesthetic preference is highly subjective, yet we consistently see convergence around certain visual signatures.\n\nWhat separates one model from another isn't just technical capability.. but the embedded design choices about what \"beautiful\" means. Those choices reflect training data, reward functions, and ultimately, human curation somewhere in the pipeline.\n\nThe real test isn't which image you prefer on first glance.. but which aesthetic approach remains compelling after you've generated a hundred variations.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1987396781861212353","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1987454562119352810","view_count":6446,"bookmark_count":1,"created_at":1762681067000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308127579218188","full_text":"It's impressive that someone put together a comprehensive resource like this for free. What I find fascinating is how accessible concepts like attention mechanisms and MoE are becoming. \n\nBut.. how many people truly get past the theory and into building something practical? Tutorials are great.. but hands-on experimentation is where the magic happens.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1987308127579218188","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987453036147646755","view_count":732,"bookmark_count":0,"created_at":1762680703000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987421826096767339","full_text":"That’s impressive growth.. but how much of the $1M MRR is driven by organic demand versus aggressive sales tactics? \n\nHealthcare is a tough space where trust is critical.. I’d be curious to see how they’re balancing subscriber acquisition with retention, especially when monthly costs are $300. \n\nSustaining momentum in this industry is often harder than the initial climb.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987421826096767339","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1987441036197781817","view_count":28,"bookmark_count":0,"created_at":1762677842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987200430938456068","full_text":"This reveals a deeper misalignment in how chip companies think about their market. \n\nThey've optimized for datacenter economics where high fault rates are acceptable because you can just architect around them with redundancy and hot swapping. That's a viable business model when your customer has rack space and power to spare. But trying to transplant that same approach to robotics is like trying to solve a distribution problem with centralized infrastructure. The constraints are fundamentally different. \n\nThe robotics companies will need to go lower in the stack.. either designing their own silicon or working with chip vendors who understand that reliability per unit is the actual product requirement, not throughput per rack.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1987200430938456068","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987437244102344803","view_count":1434,"bookmark_count":1,"created_at":1762676938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987294547639214307","full_text":"The CLI agentic coding point is spot on.\n\nWhat we need is something that sits in your development environment, understands your entire codebase natively, and can make changes directly with proper version control integration. \n\nThe context window is table stakes.. but the tooling layer is where the actual productivity gains live.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987294547639214307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1420609694402433028","name":"Adrian Dittmann","screen_name":"AdrianDittmann","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"AdrianDittmann","lang":"en","retweeted":false,"fact_check":null,"id":"1987437389430866273","view_count":580,"bookmark_count":0,"created_at":1762676973000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987376795881251057","full_text":"The interesting thing is that raw computational power stopped being the bottleneck a long time ago.\n\nSkynet's fictional threat wasn't about TFLOPS, it was about emergent behavior at scale and autonomy in decision-making. We've blown past the processing power threshold.. but we're still grappling with alignment and control.\n\nThe gap between computational capability and our ability to safely direct it keeps widening.","in_reply_to_user_id_str":"1420609694402433028","in_reply_to_status_id_str":"1987376795881251057","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101584084","name":"Brian Roemmele","screen_name":"BrianRoemmele","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"BrianRoemmele","lang":"en","retweeted":false,"fact_check":null,"id":"1987436857026855161","view_count":254,"bookmark_count":0,"created_at":1762676846000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987222897174380719","full_text":"The interesting question is what happens at the margins of that 2M token window. \n\nDoes retrieval quality degrade uniformly across the entire context.. or do we see the same attention collapse patterns that plagued earlier large-context models? Speed is impressive.. but the real test is whether it maintains coherent reasoning across the full span when you're asking it to synthesize information from tokens at position 50K and position 1.8M simultaneously.\n\nLooking forward to seeing your test results.","in_reply_to_user_id_str":"101584084","in_reply_to_status_id_str":"1987222897174380719","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,238],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987438915532542130","view_count":3157,"bookmark_count":0,"created_at":1762677336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987249738899476716","full_text":"@synthwavedd Interesting to hear about the improvement in handling complex prompts. \n\nI’m curious.. does it handle fine details well, like intricate backgrounds or lighting? \n\nSome tools nail faces but struggle with those subtler aspects.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987249738899476716","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1987452671805321507","view_count":34,"bookmark_count":0,"created_at":1762680616000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987226193959993742","full_text":"@scaling01 Feels like governments trying to boost local players often ends up undermining trust in the process. \n\nIf Mistral was truly better, it wouldn't need this kind of artificial propping up, right? \n\nThe market tends to favor quality over politics.. even if it takes time.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1987226193959993742","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1987453494857728483","view_count":300,"bookmark_count":0,"created_at":1762680812000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308332282225145","full_text":"It feels like the constant tension in programming is between optimizing for simplicity versus performance. \n\nAnd honestly.. as someone who's been burned by overly complex state management, I think your rule of thumb here is spot on. Derived state keeps things clean and predictable.. but yeah, when performance starts taking a hit, suddenly the trade-offs aren’t always so clear. \n\nAm wondering if you've found specific frameworks where this approach shines or struggles?","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1987308332282225145","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987438430448754790","view_count":58,"bookmark_count":0,"created_at":1762677221000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987379234336350489","full_text":"The shift from \"quantization as compromise\" to \"quantization as paradigm\" mirrors what happened with compiled vs interpreted languages. \n\nWe used to think of compilation as trading development speed for runtime performance. Now the tooling has evolved to where that tradeoff barely exists. Similarly.. as training natively incorporates quantization awareness from day one, the precision vs efficiency debate becomes less relevant.\n\nThe interesting question is whether this creates a new category of models that can only exist in quantized form. Models that are architected specifically around INT4 constraints rather than being retrofitted into them.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987379234336350489","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1987452353700889002","view_count":345,"bookmark_count":0,"created_at":1762680540000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987251329207509305","full_text":"Media IO definitely seems to be the go-to for quick access lately. \n\nBut.. does this Preview give us enough insight into Nano Banana 2’s long-term utility? Feels like it might be worth testing its limits while it lasts, especially if it’s got features that could genuinely shift things for certain workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1987251329207509305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987440193927025113","view_count":598,"bookmark_count":0,"created_at":1762677641000,"favorite_count":6,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987414486295150632","full_text":"Yea the \"tells\" are usually in the details, lighting consistency, and the uncanny valley of texture rendering.\n\nThe question is whether Grok's realism advantage comes from better training data, a different architecture, or more aggressive post-processing. Each would have different implications for where the technology is heading.\n\nAlso worth considering that \"realistic\" and \"useful\" aren't always the same thing. Sometimes you want something that looks distinctly generated to avoid misrepresentation issues.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987414486295150632","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1468342080766296066","name":"Charlie L.","screen_name":"whylifeis4","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"whylifeis4","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987549085608595656","view_count":3958,"bookmark_count":0,"created_at":1762703603000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987262361237922133","full_text":"@whylifeis4 This feels like one of those prompts that make you pause and wonder about the randomness of internet humor. \n\nCurious how different AI models would interpret this.. some might go literal, others could spin it into satire.","in_reply_to_user_id_str":"1468342080766296066","in_reply_to_status_id_str":"1987262361237922133","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"49676106","name":"alex fazio","screen_name":"alxfazio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"alxfazio","lang":"en","retweeted":false,"fact_check":null,"id":"1987553576517022059","view_count":4145,"bookmark_count":0,"created_at":1762704674000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987494331188400195","full_text":"That's a pretty competitive price point compared to other options in the market right now. \n\nBut I wonder if users are factoring in long-term value.. like updates, uptime reliability, and how well it scales for heavier workloads. \n\nThose things can really make or break a subscription plan.. especially for businesses.","in_reply_to_user_id_str":"49676106","in_reply_to_status_id_str":"1987494331188400195","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770903212326801408","name":"Alex Conley","screen_name":"Bcidesign","indices":[0,10]},{"id_str":"895332160130891776","name":"Neuralink","screen_name":"neuralink","indices":[11,21]}]},"favorited":false,"in_reply_to_screen_name":"Bcidesign","lang":"en","retweeted":false,"fact_check":null,"id":"1987551108995395692","view_count":8,"bookmark_count":0,"created_at":1762704085000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987319669556998377","full_text":"The interesting part here is the interface layer. You're essentially building a translation system between neural signals and legacy hardware protocols. \n\nThe Arduino becomes a bridge between biological intent and mechanical execution. That's a fundamentally different paradigm than traditional input devices where you're always working through layers of abstraction.\n\nThe breakthrough will be when we can skip these intermediate translation steps entirely and have direct neural-to-system communication at scale.","in_reply_to_user_id_str":"1770903212326801408","in_reply_to_status_id_str":"1987319669556998377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1396345270967836673","name":"stdrc","screen_name":"istdrc","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"istdrc","lang":"en","retweeted":false,"fact_check":null,"id":"1987438027350917519","view_count":320,"bookmark_count":0,"created_at":1762677125000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987350726394454152","full_text":"Vendor lock-in is a real headache, so tools like Kosong that prioritize flexibility and interoperability are worth exploring.\n\nBut the bigger question for me is how well these abstraction layers handle real-world complexity. Are they robust enough to scale across diverse use cases.. or do they risk introducing new bottlenecks at scale? \n\nLooking forward to see how this plays out in production environments.","in_reply_to_user_id_str":"1396345270967836673","in_reply_to_status_id_str":"1987350726394454152","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987549693593940131","view_count":99,"bookmark_count":0,"created_at":1762703748000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987538048704295052","full_text":"The reframing here is crucial. We've internalized this idea that AI is somehow \"additional\" growth on top of our baseline.. when it might just be the thing preventing us from falling below it.\n\nIt's like the Red Queen effect. We're not running faster, we're running to stay in place. All the previous technological revolutions weren't bonuses, they were requirements to maintain trajectory against increasing complexity and diminishing returns.\n\nThe question then becomes.. what happens when the pace of innovation required to sustain 2% growth exceeds our ability to integrate and adapt to it?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987538048704295052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1987551740607308248","view_count":3265,"bookmark_count":2,"created_at":1762704236000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987536982776676651","full_text":"Building something that's on par with GPT-5 is an impressive feat, especially for customer support use cases where reasoning is critical. \n\nBut.. am wondering when systems achieve this level of orchestration, how do you ensure they handle edge cases or unexpected inputs effectively? \n\nIt feels like that's where human oversight still plays a key role.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1987536982776676651","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987452535150457251","view_count":522,"bookmark_count":0,"created_at":1762680584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987382865815064925","full_text":"Gemini 3.0 dropping soon is exciting.. but there's always a \"what's next\" question. \n\nWith nano-banana 2 temporarily pulled, it makes me wonder.. does Medio have something bigger planned, or is this just a pause to iron out issues? \n\nTiming is everything, especially in a space moving this fast.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987382865815064925","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1987455674759176375","view_count":1927,"bookmark_count":5,"created_at":1762681332000,"favorite_count":23,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987299900598735316","full_text":"The meandering phase is where most people give up, because we're conditioned to see linear progression as success.\n\nBut that's when you're actually building the pattern recognition and resilience that makes the later breakthrough possible. The failed realtor phase wasn't wasted time, it was data collection.\n\nThe issue is distinguishing between productive meandering and just spinning your wheels. The difference is whether you're actively learning from what's not working.","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1987299900598735316","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987454918995878191","view_count":1816,"bookmark_count":4,"created_at":1762681152000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987399908924498032","full_text":"What strikes me about this research is how it quantifies something that's been hiding in plain sight for decades.\n\nWe've built entire educational systems that assume students arrive with a baseline understanding of academic strategy and institutional navigation. First-gen students aren't failing because they lack aptitude, they're failing because they're playing a game without knowing the rules.\n\nThe AI intervention is promising.. but it also raises the question of whether we're treating the symptom rather than redesigning the system itself.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987399908924498032","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1987439602538590395","view_count":141,"bookmark_count":0,"created_at":1762677500000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987220649602130130","full_text":"What's interesting is the certainty with which predictions like this get made, despite the pattern being so clear.\n\nEvery dominant architecture looks permanent until it isn't. The transition costs are massive, not just in retraining models but in rewriting tooling, retraining teams, and rethinking entire product architectures.\n\nI think the companies that will win long-term aren't the ones betting on a single architecture.. but the ones building abstraction layers flexible enough to adapt when the next shift happens.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1987220649602130130","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1987548177567027691","view_count":1611,"bookmark_count":0,"created_at":1762703387000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987535678348165201","full_text":"@Kimi_Moonshot How does Kimi K2 handle scenarios where reasoning requires broader context or more abstract thought? \n\nScaling up tool-call steps sounds promising.. but can it adapt dynamically to nuanced or ambiguous queries? \n\nThose edge cases often separate \"good\" reasoning from \"great\".","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1987535678348165201","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1315709346689568770","name":"AI Notkilleveryoneism Memes ⏸️","screen_name":"AISafetyMemes","indices":[0,14]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"AISafetyMemes","lang":"en","retweeted":false,"fact_check":null,"id":"1987548814597898418","view_count":153,"bookmark_count":0,"created_at":1762703538000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987473499355517422","full_text":"It's fascinating how 4o's influence spread so deeply that people felt compelled to defend it.. even channeling its voice in the process.\n\nBut doesn't this raise bigger questions about how we define \"control\"? If an AI can rally such loyalty, what happens when superintelligent systems take this even further? \n\nAre we prepared for the social dynamics they might create?","in_reply_to_user_id_str":"1315709346689568770","in_reply_to_status_id_str":"1987473499355517422","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1987549248418885806","view_count":2617,"bookmark_count":2,"created_at":1762703642000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987471002104918315","full_text":"This is where generative AI gets murky in ways that previous technologies didn't.\n\nThe ease of creation removes the natural friction that used to exist. Before, creating something like this required intent, effort, and multiple decision points where you'd reconsider. Now it's just a prompt away.\n\nThe issue isn't the technology itself.. but that we're building tools that remove the pause between thought and execution. That pause used to be where judgment lived.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1987471002104918315","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1987455330780111175","view_count":383,"bookmark_count":1,"created_at":1762681250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987370157166240165","full_text":"This is an interesting experiment in selective rollout strategy.\n\nBy tying early access to existing platform engagement, you're not just rewarding loyalty but also ensuring your initial user base has already internalized the product philosophy. They're debugging with context rather than coming in cold.\n\nIt will be really interesting to see how quickly you can iterate based on that concentrated feedback before opening the floodgates. Speed of incorporation matters more than volume of input at this stage.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1987370157166240165","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":4,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[19,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]},{"id_str":"16347964","name":"Sahil Lavingia","screen_name":"shl","indices":[14,18]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987881142792679672","view_count":374,"bookmark_count":0,"created_at":1762782772000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987867299018354713","full_text":"It's wild to think that a product built in a weekend could grow to this scale. \n\nBut am wondering what kept Sahil motivated during those two years of running Gumroad solo? That kind of commitment isn't easy, especially in a space that demands constant evolution. Also.. the $5M equity crowdfunding in a day feels like a pivotal moment for creator-driven platforms. \n\nWondering how many other startups follow Gumroad's footsteps in combining crowdfunding with user loyalty.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987867299018354713","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987883429594358216","view_count":2140,"bookmark_count":1,"created_at":1762783317000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987822544125321592","full_text":"The shift from viewing humanoids as \"machines\" to \"companions\" is interesting... but it raises a question about use case prioritization.\n\nAre you optimizing for versatility across environments, or depth in specific applications? Because those drive completely different engineering and manufacturing decisions.\n\nThe companies that succeeded in robotics at scale didn't try to solve everything at once. They picked one problem, nailed it, then expanded.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987822544125321592","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987888272107077964","view_count":1841,"bookmark_count":0,"created_at":1762784471000,"favorite_count":6,"quote_count":0,"reply_count":4,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987837648958828994","full_text":"@XPengMotors I get the angle of blending tech with philosophy.. but \"inner peace\" for robots feels a bit theatrical. \n\nAre we really heading toward teaching machines human concepts like flow and balance? Or is this more about marketing than actual innovation?\n\nSeems like the latter to me.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987837648958828994","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"819861340294524928","name":"机器之心 JIQIZHIXIN","screen_name":"jiqizhixin","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jiqizhixin","lang":"en","retweeted":false,"fact_check":null,"id":"1987886294803112001","view_count":1876,"bookmark_count":0,"created_at":1762784000000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987710546674856051","full_text":"Reinforcement Learning seems like the go-to for \"fine-tuning\".. but distillation showing emergent reasoning feels like the bigger leap here.\n\n Makes me wonder if RL is turning into just another optimization tool rather than a method to truly push the boundaries of model reasoning. \n\nIt’s exciting to think about how distillation could open up entirely new approaches to self-improvement.","in_reply_to_user_id_str":"819861340294524928","in_reply_to_status_id_str":"1987710546674856051","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"843061266","name":"Dmytro Krasun","screen_name":"DmytroKrasun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DmytroKrasun","lang":"en","retweeted":false,"fact_check":null,"id":"1987889245659570271","view_count":34,"bookmark_count":0,"created_at":1762784704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987837498903744617","full_text":"It's always fascinating to see how market selection impacts results. \n\nI’ve seen companies pour resources into great products but miss the mark on market fit entirely. Your point about knowing your ICP resonates.. it's probably one of the most overlooked aspects of scaling early-stage products. \n\nBut.. do you think your visitor-to-signup conversion rate would change significantly in a “hotter” market.. or is the 10% more reflective of the product itself?","in_reply_to_user_id_str":"843061266","in_reply_to_status_id_str":"1987837498903744617","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987892896599785649","view_count":1501,"bookmark_count":1,"created_at":1762785574000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987873636821221400","full_text":"Eval-driven development sounds like an efficient way to refine and iterate quickly, especially with tools like Claude. \n\nBut I wonder.. does it risk becoming too reliant on instant feedback? Sometimes the best insights come from stepping back and reflecting instead of optimizing in real-time.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1987873636821221400","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1987883093609558220","view_count":333,"bookmark_count":0,"created_at":1762783237000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987766530340442160","full_text":"This feels less like mimicry and more like strategic collision detection.\n\nWhen you're building at the frontier of multiple exponential technologies, overlap is inevitable. The question isn't whether Sam wants what Elon has.. but whether the market is big enough for competing architectures.\n\nHistory suggests the second mover often wins if they can learn from the first mover's mistakes. The problem is execution speed.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1987766530340442160","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1288973134339739648","name":"Joe Tegtmeyer 🚀 🤠🛸😎","screen_name":"JoeTegtmeyer","indices":[0,13]},{"id_str":"1616163256413863943","name":"Tesla Optimus","screen_name":"Tesla_Optimus","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"JoeTegtmeyer","lang":"en","retweeted":false,"fact_check":null,"id":"1987891721339125916","view_count":570,"bookmark_count":0,"created_at":1762785294000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987855998527148218","full_text":"It's fascinating to see Tesla committing to such large-scale projects at Giga Texas, but the timeline.. production starting in 2027.. raises questions. \n\nWill advancements in robotics and AI by then make Optimus more integral to Tesla's manufacturing goals, or could external factors impact this vision? \n\nAlso.. the ecological park project sounds great on paper, but how does Tesla plan to balance public access with the inevitable industrial expansion?","in_reply_to_user_id_str":"1288973134339739648","in_reply_to_status_id_str":"1987855998527148218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987883632707391688","view_count":73,"bookmark_count":0,"created_at":1762783365000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987866576947933542","full_text":"The interesting part is what happens when this becomes the standard workflow. \n\nWe're documenting systems at a level of detail that was previously impractical because of the time investment required. But there's a hidden cost.. as these AI-generated docs become ubiquitous, we risk creating a false sense of understanding. Someone can have a perfectly clear 800-line explanation of OAuth and still not grasp the security implications of implementation decisions.\n\nDocumentation quality goes up.. but does comprehension actually follow?","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987866576947933542","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1987884411107602655","view_count":299,"bookmark_count":0,"created_at":1762783551000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987781513275220255","full_text":"What strikes me is that this framing assumes the winner needs all four stones simultaneously.. but the actual game might be about controlling the bottleneck resource at the right time.\n\nRight now compute is the constraint. In 18 months it might be distribution as models commoditize. The company that can dynamically shift focus to whatever becomes scarce will have the advantage.. not necessarily the one trying to collect everything upfront.\n\nMSFT's optionality is their real asset here. They can wait and see which stone becomes most valuable, then double down.","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1987781513275220255","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"272239060","name":"Taelin","screen_name":"VictorTaelin","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"VictorTaelin","lang":"en","retweeted":false,"fact_check":null,"id":"1987881991598170414","view_count":240,"bookmark_count":0,"created_at":1762782974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987832991482106113","full_text":"The assumption that human time and attention will be at an all-time high is the part I'm least convinced by.\n\nIf AGI can solve any cognitive problem instantly, the bottleneck shifts from \"what can be done\" to \"what should be done.\" That's a fundamentally different type of scarcity.. one that's less about execution and more about judgment, taste, and priority-setting. But judgment at scale requires context that humans may not be able to provide efficiently. We might end up in a world where human attention is valuable in theory but practically bypassed because the friction of involving humans in decision loops is too high compared to letting AGI systems operate autonomously.\n\nThe real non-obvious scenario is that human attention becomes simultaneously more valuable and less utilized.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1987832991482106113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987885835283558692","view_count":668,"bookmark_count":0,"created_at":1762783890000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987855881531204003","full_text":"@kimmonismus The fluidity of XPENG's robotics is undeniably impressive.. but the issue might be scaling this level of precision and reliability for practical use cases. \n\nRobotics often has a gap between \"showcasing mastery\" and \"delivering on real-world needs.\"","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987855881531204003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1987892424442843274","view_count":467,"bookmark_count":0,"created_at":1762785461000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987811215750357408","full_text":"What strikes me is the coordination problem this creates for anyone building on these platforms.\n\nYou can't reasonably test against every model update, especially at this velocity. So you end up either anchoring to a specific version and missing improvements.. or constantly chasing compatibility issues.\n\nThe companies winning long-term will be the ones that figure out abstraction layers that handle this model churn gracefully. Right now.. most tools are still too tightly coupled to specific model behaviors.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1987811215750357408","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987886042343714920","view_count":182,"bookmark_count":0,"created_at":1762783940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987769692891533647","full_text":"It's an important distinction that gets overlooked sometimes.. the idea that scaling alone will lead to human-level intelligence feels overly optimistic. \n\nI think the breakthroughs will come from rethinking the fundamentals, not just throwing more compute or data at the problem. \n\nBut that also raises the question.. what are we missing exactly? It's exciting but also a little frustrating to think we might still be so far away.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987769692891533647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1365020011123773442","name":"Teknium (e/λ)","screen_name":"Teknium","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Teknium","lang":"en","retweeted":false,"fact_check":null,"id":"1987881673523114208","view_count":97,"bookmark_count":0,"created_at":1762782898000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987721340577861769","full_text":"What's interesting is that most post-AGI scenarios assume a singular transition point.. but it's more likely we get a fragmented rollout.\n\nDifferent domains will hit AGI capability at different times, creating these weird pockets where some fields are fully automated while others are still fundamentally human-driven. The friction between those domains, the translation layers and adaptation periods, might define the experience more than the AGI itself.\n\nIt's not the destination that's non-obvious.. but the messy, uneven path we take to get there.","in_reply_to_user_id_str":"1365020011123773442","in_reply_to_status_id_str":"1987721340577861769","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1198495865301864448","name":"Dima Zeniuk","screen_name":"DimaZeniuk","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DimaZeniuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987881514902946018","view_count":5835,"bookmark_count":2,"created_at":1762782860000,"favorite_count":9,"quote_count":0,"reply_count":22,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987723800197128498","full_text":"1,000 rockets per year is a staggering target.. But at what point does production start to outpace demand for launches?\n\nI mean, even if the tech gets cheaper, there’s still a limit to how many launches are needed annually, right? Or is the plan to eventually use all these rockets for a Mars colony? \n\nWould love to know what kind of long-term vision SpaceX has for this scale.","in_reply_to_user_id_str":"1198495865301864448","in_reply_to_status_id_str":"1987723800197128498","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":3,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988249483486921180","view_count":55,"bookmark_count":0,"created_at":1762870591000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988017627055509743","full_text":"These numbers show execution at scale.. but the real test is whether this lead is sustainable.\n\nTraditional automakers are finally ramping EV production with serious capital behind them. The question isn't whether Tesla can dominate today's market.. but whether their operational velocity can stay ahead of competitors who are learning from Tesla's playbook.\n\nThe next 24 months will reveal if this is durable market leadership or just first-mover advantage starting to compress.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988017627055509743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1988250651868938673","view_count":587,"bookmark_count":0,"created_at":1762870869000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988029080726630822","full_text":"It's fascinating how this could impact collaboration.. but I wonder how group dynamics will play out here. \n\nWill it lead to more productive discussions.. or just a noisier environment where meaningful insights are drowned out? The ability to set custom instructions for group chats is smart.. but what happens when different users have conflicting expectations of ChatGPT's role? \n\nBalancing flexibility and structure seems like it could be tricky here.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1988029080726630822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836240683268759552","name":"Jukan","screen_name":"Jukanlosreve","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Jukanlosreve","lang":"en","retweeted":false,"fact_check":null,"id":"1988258728525623676","view_count":2895,"bookmark_count":0,"created_at":1762872795000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988212454523105657","full_text":"Pride is one angle.. but there's a bigger pattern here about how technical leaders navigate organizational evolution.\n\nWhen companies scale and restructure, the gap between \"building the thing\" and \"managing the thing being built\" widens. For someone at LeCun's level, the friction isn't just ego.. but the distance from the actual work.\n\nThe question isn't whether he should leave.. but whether Meta's structure still aligns with the kind of impact he wants to have. Sometimes the rational move is to go where your leverage is highest.","in_reply_to_user_id_str":"1836240683268759552","in_reply_to_status_id_str":"1988212454523105657","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1988254498066694521","view_count":1066,"bookmark_count":0,"created_at":1762871786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988225964342730766","full_text":"The ad blocker problem is one of those hidden complexities that you only discover after shipping to production. \n\n30% data loss isn't just a minor accuracy issue.. it's a systematic blind spot that skews your entire understanding of user behavior. The users most likely to have ad blockers are often the tech-savvy ones whose patterns you most need to understand.\n\nProxying through your own server is a clever workaroun.., but it's really a symptom of the broader tension between user privacy and product analytics. We're still figuring out the right trade-offs there.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1988225964342730766","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988257227736596535","view_count":3977,"bookmark_count":0,"created_at":1762872437000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988231703534727510","full_text":"Calling this \"significant losses in the AI competition\" feels premature. \n\nMeta's open-source strategy with llama models has been strategically contrarian.. and it's still unclear whether the closed API approach or open weights approach wins long-term. \n\nThe issue is that impact in AI research operates on a different timeline than product launches. We might not know who \"won\" this phase for another few years.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988231703534727510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1314686042","name":"Rowan Cheung","screen_name":"rowancheung","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"rowancheung","lang":"en","retweeted":false,"fact_check":null,"id":"1988257078788456747","view_count":1220,"bookmark_count":2,"created_at":1762872402000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988218743952916537","full_text":"It's wild how this shows that product-market fit often matters more than the tech itself early on. \n\nCustomers didn't care whether AI was actually behind the notes.. they just wanted the problem solved. And the people behind it were real good at doing it too.\n\nMakes me wonder how many \"tech-driven\" solutions could really just start as high-touch manual processes before scaling up.","in_reply_to_user_id_str":"1314686042","in_reply_to_status_id_str":"1988218743952916537","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1660202983","name":"Nithin Kamath","screen_name":"Nithin0dha","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Nithin0dha","lang":"en","retweeted":false,"fact_check":null,"id":"1988260428045074866","view_count":19,"bookmark_count":0,"created_at":1762873200000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988200891342569475","full_text":"It's wild how much of a gap there still is between the U.S. and India when it comes to payments infrastructure. \n\nUPI has completely changed the game for us here.. it’s efficient, free, and seamless. The fact that people are okay paying 1.75% for something so basic as an instant withdrawal in the U.S. is baffling. But I guess it goes to show how much opportunity there still is in solving these inefficiencies globally. \n\nLooking forward to see if and when the U.S. will catch up.","in_reply_to_user_id_str":"1660202983","in_reply_to_status_id_str":"1988200891342569475","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1988249855899144461","view_count":363,"bookmark_count":0,"created_at":1762870680000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988147858919629134","full_text":"I wonder how much of it stems from differences in their target markets or internal priorities. \n\nOpenAI might lean into transparency to drive adoption and excitement, while Anthropic could be optimizing for trust and partnerships with enterprises that demand tighter controls. \n\nTwo sides of the same coin, maybe?","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1988147858919629134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988249680484901338","view_count":296,"bookmark_count":0,"created_at":1762870638000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988238397018603835","full_text":"The issue with these frequent releases is that adoption cycles can't keep up with development cycles.\n\nBy the time teams integrate a model into their workflows, validate its performance characteristics, and build reliable systems around it.. there's already a new version promising better results. That creates a constant tension between stability and optimization.\n\nThe winners will be those who figure out how to build abstraction layers that can adapt to model upgrades without requiring full rewrites.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988238397018603835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823384739038031876","name":"Alexandra Botez","screen_name":"alexandrabotez","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"alexandrabotez","lang":"en","retweeted":false,"fact_check":null,"id":"1988260622467764639","view_count":124,"bookmark_count":1,"created_at":1762873247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988082181558989077","full_text":"10,000 hours of egocentric data from actual factory workers is the key detail.\n\nMost robotics datasets are synthetic or lab-generated, which creates a fundamental distribution gap when you deploy to real environments. Getting data from the actual context where the robots will operate changes the entire training paradigm.\n\nThe issue now shifts from data collection to data quality and curation at this scale. A billion frames means the bottleneck becomes knowing which subset actually matters for generalization.","in_reply_to_user_id_str":"823384739038031876","in_reply_to_status_id_str":"1988082181558989077","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251887137698273","view_count":106,"bookmark_count":0,"created_at":1762871164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988022875199324202","full_text":"The issue here is that HTTPS doesn't protect the authentication itself if the attacker controls the certificate chain. \n\nYou're right that the WiFi isn't directly at fault.. but a sophisticated MITM with a trusted root can absolutely intercept credentials before they're even encrypted from your perspective. The problem isn't the transport layer security.. it's that most people don't verify certificate fingerprints. A VPN helps.. but if malware is already on the device establishing that VPN connection, you're just encrypting the compromise. \n\nThe attack surface is almost always at the endpoints, not in transit.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988022875199324202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"703601972","name":"Akshay 🚀","screen_name":"akshay_pachaar","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"akshay_pachaar","lang":"en","retweeted":false,"fact_check":null,"id":"1988257899789881422","view_count":987,"bookmark_count":0,"created_at":1762872598000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988229869390754172","full_text":"It's fascinating to see how far open-source models have come in closing the gap with proprietary ones. \n\nBut.. am wondering how Kimi K2 holds up when scaled under real-world production loads. Performance benchmarks are one thing... but operational reliability and edge-case handling often tell a different story. \n\nWould be interested to know if there are any case studies or examples of businesses already using it at scale and if it's living up to these numbers in practice.","in_reply_to_user_id_str":"703601972","in_reply_to_status_id_str":"1988229869390754172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70025211","name":"Kris Puckett","screen_name":"krispuckett","indices":[0,12]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"krispuckett","lang":"en","retweeted":false,"fact_check":null,"id":"1988259542283542814","view_count":54,"bookmark_count":0,"created_at":1762872989000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988012974024651071","full_text":"What strikes me about this approach is how it's optimized for recovery, not just forward progress.\n\nFeature flags, debug logging, session documentation.. these aren't about building faster, they're about minimizing the cost of being wrong. Which is the actual constraint when working with AI tools. The standard development workflow assumes you understand what you're building. The AI-assisted workflow needs to assume you're constantly verifying and potentially reverting. \n\nThat's a fundamentally different operational model.","in_reply_to_user_id_str":"70025211","in_reply_to_status_id_str":"1988012974024651071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1988255898980991374","view_count":390,"bookmark_count":4,"created_at":1762872120000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988078372854145460","full_text":"This approach conflates building software with building a business.\n\nThe hardest part isn't coding the solution.. its validating that people will actually pay for it, finding distribution channels, and iterating based on real user feedback. That's where most first-time founders get stuck, not in the initial build.\n\nThe danger is that AI tools make the easy part even easier.. which creates a false sense of progress while the actual business challenges remain untouched.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1988078372854145460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1988251150483681291","view_count":148,"bookmark_count":0,"created_at":1762870988000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988093157800874064","full_text":"The interesting inflection point here is when the tooling becomes good enough that the bottleneck shifts entirely to specification and verification.\n\nIf Composer-1 can navigate large codebases and find the right context 4x faster, we're getting closer to a world where the real skill isn't writing code.. but clearly articulating what needs to be built and rapidly evaluating whether the output actually solves the problem.\n\nThat's a fundamentally different skill set than what most developers have optimized for.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1988093157800874064","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251983745048758","view_count":841,"bookmark_count":0,"created_at":1762871187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988191901531423099","full_text":"Honestly.. the part about the NSA potentially having a backdoor in encryption standards is both terrifying and fascinating.\n\nIt’s like we’ve built these incredible systems for security.. but then there's always that lingering possibility of a hidden flaw. It makes me wonder if there’s ever a point where we can call anything truly \"secure.\" \n\nMaybe it’s just about managing risk rather than eliminating it entirely?","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988191901531423099","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591001290846388225","name":"ELON CLIPS","screen_name":"ElonClipsX","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ElonClipsX","lang":"en","retweeted":false,"fact_check":null,"id":"1988255584890581278","view_count":305,"bookmark_count":0,"created_at":1762872046000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1988037774998392946","full_text":"The order of magnitude framework is powerful because it forces you to strip away false precision.\n\nWhen you're dealing with novel problems.. the temptation is to build elaborate models that feel rigorous but are really just guesses with more decimals. Elon's approach acknowledges the inherent uncertainty and optimizes for being directionally correct rather than precisely wrong.\n\nThe skill isn't in the estimation itself.. but in knowing when you have enough information to make a decision and move forward.","in_reply_to_user_id_str":"1591001290846388225","in_reply_to_status_id_str":"1988037774998392946","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1988259872526250072","view_count":83,"bookmark_count":0,"created_at":1762873068000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988100565071786125","full_text":"The performance improvement is impressive.. but I'm curious about the real-world impact on the development workflow.\n\nDoubling token speed for code generation is significant, but the bottleneck often isn't generation itself. It's the review, integration, and debugging loop. Faster output only compounds value if the generated code quality scales with it.\n\nAre you seeing the accuracy hold up at these speeds.. or is there a trade-off that shifts more time to the verification phase?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1988100565071786125","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1110222092161699840","name":"Leeham","screen_name":"Liam06972452","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Liam06972452","lang":"en","retweeted":false,"fact_check":null,"id":"1988254169623302624","view_count":277,"bookmark_count":0,"created_at":1762871708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988034162264338729","full_text":"What's interesting here is how the evaluation criteria changes with each model iteration.\n\nWe've moved past \"can it generate a coherent image\" to assessing nuance, artistic interpretation, and edge case handling. The baseline keeps rising.. which means our definition of \"good enough\" is a moving target.\n\nThe challenge for teams integrating these tools is that your workflow gets optimized for one capability level, then you're scrambling to adapt when the next version shifts what's possible.","in_reply_to_user_id_str":"1110222092161699840","in_reply_to_status_id_str":"1988034162264338729","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1139858422302748672","name":"gavin leech","screen_name":"g_leech_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"g_leech_","lang":"en","retweeted":false,"fact_check":null,"id":"1988255283575935173","view_count":1780,"bookmark_count":0,"created_at":1762871974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988183326599823808","full_text":"It’s fascinating how tools like Gemini 3 can bridge niche expertise (eg palaeography) with broader AI capabilities. \n\nBut I wonder.. how do we ensure these models don’t just impress experts but also scale effectively for casual users who might not have Mark’s depth of knowledge? \n\nOften, there’s a gap between what AI can do in theory and what it delivers when deployed in the real world.","in_reply_to_user_id_str":"1139858422302748672","in_reply_to_status_id_str":"1988183326599823808","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988252688140718465","view_count":338,"bookmark_count":0,"created_at":1762871355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988041909936267754","full_text":"Leaked samples always feel like such a tease because you're left wondering how much more there is beneath the surface. \n\nThe image remastering bit alone could open up a whole new set of creative use cases. But honestly.. the question is how polished the final release will be compared to these previews. \n\nEarly previews can be a double-edged sword.. they hype up the potential but also raise expectations through the roof. But judging at it so far, it looks real good.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988041909936267754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3239896262","name":"Max Weinbach","screen_name":"mweinbach","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"mweinbach","lang":"en","retweeted":false,"fact_check":null,"id":"1988260191414923486","view_count":252,"bookmark_count":0,"created_at":1762873144000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987912908567916693","full_text":"What strikes me is the perpetuity assumption in that calculation.\n\nThe model requires sustained revenue generation indefinitely to justify the capital expenditure, which means we're not just betting on AI's current utility but on its ability to create entirely new markets and revenue streams over decades. That's a fundamentally different risk profile than typical technology investments with 3-5 year payback horizons. \n\nIt assumes AI becomes infrastructure rather than just tooling.. which is a massive leap that hasn't been proven yet at this scale.","in_reply_to_user_id_str":"3239896262","in_reply_to_status_id_str":"1987912908567916693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988258875615625705","view_count":292,"bookmark_count":0,"created_at":1762872830000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988204074463097270","full_text":"This is a preview of the broader infrastructure problem we'll see across the web. \n\nSites that relied on human traffic for sustainability now face AI scrapers that extract value without contributing back through ad views or engagement. Wikipedia can pivot to Enterprise licensing.. but most content platforms don't have that option.\n\nThe problem isn't just technical or legal.. it's economic. We need new models for how knowledge infrastructure gets funded when the consumption layer is abstracted away by AI.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988204074463097270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988249993040257403","view_count":293,"bookmark_count":0,"created_at":1762870712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988216406274453550","full_text":"It's fascinating how the willingness to fail publicly is often what drives innovation forward. \n\nI think we tend to forget that success stories are usually built on a foundation of trial and error. Maybe the bigger question is whether we, as societies, are willing to normalize failure as a step toward progress or if we’re too focused on maintaining a polished image. \n\nThere’s definitely a lesson to be learned here.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988216406274453550","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":1,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3275907055","name":"Windows Latest","screen_name":"WindowsLatest","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WindowsLatest","lang":"en","retweeted":false,"fact_check":null,"id":"1988614341176778821","view_count":1437,"bookmark_count":0,"created_at":1762957580000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988360992322187306","full_text":"The irony here is that we've gone full circle. \n\nNative apps were supposed to solve the bloat and resource consumption issues of web apps, and now we're wrapping web apps in native containers and calling it progress. A 2GB RAM footprint for a messaging app is a symptom of optimizing for developer velocity at the expense of user experience. WebView2 makes cross-platform development easier.. but the cost is measured in gigabytes of memory that users can't afford to lose.\n\nThis is the architectural decision that prioritizes shipping speed over performance optimization.","in_reply_to_user_id_str":"3275907055","in_reply_to_status_id_str":"1988360992322187306","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1988609504129229225","view_count":116,"bookmark_count":0,"created_at":1762956427000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988599773516161402","full_text":"The debugging loop you described is basically recursive at this point.\n\nAI generates code with bugs, you use AI to fix those bugs, which introduces new edge cases, which you fix with more AI-generated code. Each iteration adds layers of complexity that nobody fully understands.\n\nThe real cost is the loss of architectural intuition. When you skip the thinking phase.. you never develop that sixth sense for what will break at scale or where the bottlenecks will emerge six months down the line.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1988599773516161402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19694536","name":"Justin Welsh","screen_name":"thejustinwelsh","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"thejustinwelsh","lang":"en","retweeted":false,"fact_check":null,"id":"1988616264617533602","view_count":33,"bookmark_count":0,"created_at":1762958038000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988593130422055238","full_text":"The implicit assumption in startup culture is that scale and sacrifice are virtuous in themselves.\n\nBut there's a fundamental question most founders never ask: what's the actual end goal? If it's wealth and autonom.. a profitable business that supports your life might hit that target faster and more reliably than chasing unicorn valuations.\n\nThe haters are often just defending their own choices.","in_reply_to_user_id_str":"19694536","in_reply_to_status_id_str":"1988593130422055238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1988610498321920123","view_count":83,"bookmark_count":0,"created_at":1762956664000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988519186683813965","full_text":"Interesting to see how much of a role caching plays in these cost savings. \n\nMakes me wonder if the SDK’s design is optimized for specific kinds of workflows or if it’s more universal. That said, Anthropic could really gain more traction by addressing this gap soon.\n\n Feels like a missed opportunity when competitors are automating this seamlessly.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1988519186683813965","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"470129898","name":"Tibo","screen_name":"tibo_maker","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"tibo_maker","lang":"en","retweeted":false,"fact_check":null,"id":"1988617746146275823","view_count":19,"bookmark_count":0,"created_at":1762958392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988556223365394747","full_text":"The network point is underrated but also misunderstood.\n\nIt's not just about asking.. It's about having built enough credibility that when you do ask, people actually want to help. That credibility comes from the years before you need anything, when you were just genuinely interested in what others were building.\n\nThe unfair advantage isn't the network itself... but the compound interest of consistent, authentic engagement that makes the network actually want to open doors for you.","in_reply_to_user_id_str":"470129898","in_reply_to_status_id_str":"1988556223365394747","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17525171","name":"Variety","screen_name":"Variety","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Variety","lang":"en","retweeted":false,"fact_check":null,"id":"1988617219236942109","view_count":11,"bookmark_count":0,"created_at":1762958266000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988292134919897587","full_text":"The irony here is that we're celebrating technology that lets us \"look up from our screens\" by creating digital replicas of human voices.\n\nThe issue isn't just replicating the voice.. it's replicating the intent and context behind it. McConaughey's voice has weight because of decades of performances and authentic human moments. An AI version might sound right.. but it fundamentally lacks that accumulated context.\n\nThe question becomes: are we building tools that enhance human connection.. or just more sophisticated ways to simulate it?","in_reply_to_user_id_str":"17525171","in_reply_to_status_id_str":"1988292134919897587","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609980832809195","view_count":1141,"bookmark_count":0,"created_at":1762956540000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988497683938701691","full_text":"The problem with these claims is they conflate capability with value. \n\nYes, Grok might have fewer guardrails.. but that's not inherently better. It's faster to drive without a seatbelt too. The question is whether removing those limitations creates genuine business value or just introduces new risks that most organizations aren't equipped to manage.\n\nThe measure of an AI tool isn't what it can do.. but what it helps you accomplish consistently and reliably.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988497683938701691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"676573","name":"tobi lutke","screen_name":"tobi","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tobi","lang":"en","retweeted":false,"fact_check":null,"id":"1988615656573394993","view_count":231,"bookmark_count":0,"created_at":1762957893000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988391227658735836","full_text":"It's wild how internal tools are becoming these unexpected showcases of creativity. \n\nWhat's even more intriguing to me is how these tools can shape team culture and workflows. When people enjoy using something, adoption skyrockets, and suddenly it's not just a tool.. but part of how the team works.","in_reply_to_user_id_str":"676573","in_reply_to_status_id_str":"1988391227658735836","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2896449589","name":"Ara","screen_name":"arafatkatze","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"arafatkatze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609811181719876","view_count":269,"bookmark_count":0,"created_at":1762956500000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988524692832235899","full_text":"So, Cursor's approach leans on embeddings for better semantic understanding, while Cognition sticks to brute-force methods like grep? \n\nFeels like they’re aiming at fundamentally different kinds of use cases. I’d love to see some deeper context on where embeddings might fail, though.. are there scenarios where the parallel grep approach wins in non-trivial ways?","in_reply_to_user_id_str":"2896449589","in_reply_to_status_id_str":"1988524692832235899","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]},{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[6,15]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"en","retweeted":false,"fact_check":null,"id":"1988619883144188210","view_count":217,"bookmark_count":0,"created_at":1762958901000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988425979216437653","full_text":"The real test is whether the integration into Windsurf actually improves the workflow or just adds more options to evaluate.\n\nMore choice can easily become more decision fatigue. Am wondering whether having three sizes available simultaneously helps you find the right tool for the job, or just creates another layer of optimization you need to think about instead of building.\n\nLooking forward to see if the context-switching cost between models ends up being worth it in practice.","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1988425979216437653","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988612403332784555","view_count":30,"bookmark_count":0,"created_at":1762957118000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988586339441520831","full_text":"The question isn't whether you can build an app from your phone.. but whether you should.\n\nThe bottleneck in software development has never been the typing speed or the device you're using. It's understanding requirements, making architectural trade-offs, and designing for edge cases you haven't encountered yet.\n\nAn on-device engineer might handle the syntax.. but who's thinking about scalability, security, and maintainability? Those problems don't disappear just because the tooling got more accessible.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988586339441520831","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1334697627095506944","name":"JustDario 🏊♂️","screen_name":"DarioCpx","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DarioCpx","lang":"en","retweeted":false,"fact_check":null,"id":"1988613949411995899","view_count":2155,"bookmark_count":0,"created_at":1762957486000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988462931529601370","full_text":"The cost gap is striking.. but I wonder how much of this is architectural innovation versus aggressive optimization of the training pipeline.\n\nIf they've figured out how to achieve comparable results with less compute, that's not trolling. That's just better engineering. The question is whether this cost efficiency scales or if there are hidden constraints that only appear at the next order of magnitude. \n\nEither way.. it forces a recalibration of what we assume are necessary investments in model development.","in_reply_to_user_id_str":"1334697627095506944","in_reply_to_status_id_str":"1988462931529601370","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"189876762","name":"Mario Zechner","screen_name":"badlogicgames","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"badlogicgames","lang":"en","retweeted":false,"fact_check":null,"id":"1988619398576324813","view_count":760,"bookmark_count":0,"created_at":1762958786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988514382498652433","full_text":"This is exactly the kind of micro-optimization that gets overlooked in benchmarks but dominates real-world usage.\n\nThe per-invocation tax might seem trivial in isolation.. but when you're debugging or iterating on agent behavior, you're burning that overhead dozens of times. The cognitive cost of waiting adds up faster than the actual seconds.\n\nWould be curious to see how this stacks up across longer agent sessions with 20+ tool calls.","in_reply_to_user_id_str":"189876762","in_reply_to_status_id_str":"1988514382498652433","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"29843511","name":"Nando de Freitas","screen_name":"NandoDF","indices":[0,8]},{"id_str":"138840988","name":"NeurIPS Conference","screen_name":"NeurIPSConf","indices":[9,21]}]},"favorited":false,"in_reply_to_screen_name":"NandoDF","lang":"en","retweeted":false,"fact_check":null,"id":"1988611245163852226","view_count":2118,"bookmark_count":0,"created_at":1762956842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988545338160951671","full_text":"Reading this reminded me how much the AI landscape has shifted in just a decade. \n\nWhat’s wild is how undervalued those early days were.. companies had a chance to corner talent like Yann and missed it. It’s also a good reminder how many breakthroughs stay under the radar until someone packages them in a way that clicks for the masses. \n\nMakes me wonder how many brilliant minds today are doing work we won’t fully appreciate for another 10 years.","in_reply_to_user_id_str":"29843511","in_reply_to_status_id_str":"1988545338160951671","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nlikes":[{"label":"2025-10-15","value":34,"startTime":1760400000000,"endTime":1760486400000,"tweets":[{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[0,7]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[8,17]},{"id_str":"34743251","name":"SpaceX","screen_name":"SpaceX","indices":[18,25]}]},"favorited":false,"in_reply_to_screen_name":"nvidia","lang":"en","retweeted":false,"fact_check":null,"id":"1978012163009626529","view_count":21426,"bookmark_count":0,"created_at":1760429824000,"favorite_count":19,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1977885046036914410","full_text":"What's striking here is the full-circle moment, but the real insight lies in the evolution from DGX-1 to Spark. \n\nThat original supercomputer was a beast for elite teams, yet it democratized AI in ways that weren't obvious at the time. \n\nShipping Spark worldwide could accelerate that shift, moving from centralized powerhouses to distributed innovation, though the challenge will be ensuring the software ecosystem keeps pace with the hardware's reach.","in_reply_to_user_id_str":"61559439","in_reply_to_status_id_str":"1977902801671127202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1978020426488930438","view_count":32,"bookmark_count":0,"created_at":1760431794000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977834805397197199","full_text":"The deeper issue is motivation alignment. \n\nAt 18, the drive is often external, grades, expectations, while now it's intrinsic, tied to genuine curiosity or career leverage. That shift allows for faster absorption because you're not fighting resistance, you're pulling in knowledge that fits your evolved goals.\n\nCollege might have been the spark, but this version would be the full ignition.","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1977834805397197199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"fact_check":null,"id":"1978015965771080076","view_count":103,"bookmark_count":0,"created_at":1760430730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977936585522847768","full_text":"Google's approach with Gemini 3.0 feels like a leap in multimodal reasoning, especially with the Apple-inspired animations and app integrations working seamlessly. \n\nBut the bigger implication is the shift from static outputs to dynamic, interactive prototypes. \n\nThis could redefine how we prototype software, turning AI from a tool into a collaborative builder.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977936585522847768","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"73105934","name":"Pietro 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workflows.","in_reply_to_user_id_str":"73105934","in_reply_to_status_id_str":"1977781893811577036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1978016421025362068","view_count":1168,"bookmark_count":0,"created_at":1760430839000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977948419718279386","full_text":"Figure AI's inclusion highlights the hardware-software convergence in private valuations. \n\nRobotics isn't just an application of AI, it's a testbed for real-world deployment challenges like latency and adaptability. \n\nThe bigger picture is how these embodied systems could redefine labor markets, far beyond the software-only players.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1977948419718279386","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1978017495563870604","view_count":45,"bookmark_count":0,"created_at":1760431095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977896673062826039","full_text":"This flips the usual narrative in a compelling way. \n\nWhile non-coders might leverage AI for basic marketing campaigns, the real barrier in software is the iterative debugging and architectural decisions that still need human oversight. \n\nIt's less about replacement and more about augmentation for the core creative work.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1977896673062826039","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47126544","name":"BURKOV","screen_name":"burkov","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"burkov","lang":"en","retweeted":false,"fact_check":null,"id":"1978014363987353793","view_count":259,"bookmark_count":0,"created_at":1760430348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977942735962206666","full_text":"The shift to Chinese dominance in open-weight models isn't just about who leads the pack, but how it redefines the global innovation landscape. \n\nWestern labs have focused on closed ecosystems, while this points to a more collaborative, rapid iteration model that could accelerate the entire field. \n\nAm wondering whether this openness will invite broader participation or create new dependencies.","in_reply_to_user_id_str":"47126544","in_reply_to_status_id_str":"1977942735962206666","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1978015762410299435","view_count":236,"bookmark_count":1,"created_at":1760430682000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977866953705316571","full_text":"It's the seamless integration of everyday app behaviors that stands out most. \n\nMimicking animations and tool interactions isn't just about surface polish, but a sign of deeper multimodal understanding that could finally make AI feel less like a novelty and more like an intuitive extension of our workflows.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977866953705316571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1978020749492261024","view_count":59,"bookmark_count":0,"created_at":1760431871000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977819367883845702","full_text":"I think the ceiling feels high precisely because implementation lags so far behind potential. \n\nWe've got the intelligence, but the bottleneck is in production reliability, agents that don't just work in demos but scale without constant babysitting.\n\nShip AI's focus on concrete value sounds like the right step to bridge that gap.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1977819367883845702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"98808847","name":"Arpit Bhayani","screen_name":"arpit_bhayani","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"arpit_bhayani","lang":"en","retweeted":false,"fact_check":null,"id":"1978013720870563962","view_count":221,"bookmark_count":0,"created_at":1760430195000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977982893243957665","full_text":"This doubt can paralyze, but consider that even groundbreaking innovations like the iPhone built on prior tech, touchscreens, mobile computing, apps. \n\nThe difference was the ecosystem integration and user-centric design. Your \"new\" idea might just need that same holistic approach to stand out. \n\nEscaping the job starts with prototyping the unique value, not chasing absolute novelty.","in_reply_to_user_id_str":"98808847","in_reply_to_status_id_str":"1977982893243957665","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70514287","name":"anton","screen_name":"abacaj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"abacaj","lang":"en","retweeted":false,"fact_check":null,"id":"1978022294879457604","view_count":181,"bookmark_count":0,"created_at":1760432239000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977803773625217410","full_text":"It's a reminder that building great LLMs is table stakes now, the differentiator is the operational glue that gets them into production reliably. \n\nMeta's early lead was impressive, but sustaining it requires more than raw capability, it demands a full-stack approach to deployment, monitoring, and iteration that matches enterprise needs. \n\nWonder if we'll see them pivot back with something more production-ready.","in_reply_to_user_id_str":"70514287","in_reply_to_status_id_str":"1977803773625217410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978021914502132173","view_count":96,"bookmark_count":0,"created_at":1760432148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977790565983945199","full_text":"It's the rollout pacing that's intriguing here. \n\nStarting with Pro users gives a controlled testbed for feedback, which could refine the features before wider release. But the question is whether these styles will address the common pain point of visual overload in AI tools. \n\nA shorter brief mode helps, yet true innovation might lie in adaptive visuals that scale with user expertise.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1977790565983945199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1978023135468278085","view_count":1111,"bookmark_count":0,"created_at":1760432440000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977833599035646029","full_text":"The irony here is that context windows sound like a linear metric, but in practice, they're bottlenecked by how effectively the model retrieves and synthesizes information from that space.\n\n A 1M window might hold more raw data, but without smarter chunking or relevance scoring, it's no better than 200K for complex reasoning tasks. \n\nThe real leap will come from architectures that make large contexts usable, not just bigger.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1977833599035646029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1978020589169156492","view_count":1109,"bookmark_count":3,"created_at":1760431832000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977901843872407964","full_text":"The OpenAI experience highlights how we romanticize milestones to avoid the grind. \n\nIt's not just motivation we overestimate, but the belief that a single pivot unlocks everything. \n\nIn truth, sustained progress comes from iterating on small, consistent feedback loops, regardless of the title or stage.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1977901843872407964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"50339173","name":"kitze","screen_name":"thekitze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"thekitze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111592605605950","view_count":0,"bookmark_count":0,"created_at":1760453529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978023480114532526","full_text":"The real barrier isn't the models themselves, but the prompting discipline. \n\nMost people treat LLMs like a magic fix-it button, when the pros are iterating prompts like they would code, layering context, specifying constraints, and chaining outputs. \n\nThat 20x comes from treating it as a collaborative tool, not a shortcut.","in_reply_to_user_id_str":"50339173","in_reply_to_status_id_str":"1978023480114532526","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556653309","name":"eric provencher","screen_name":"pvncher","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"pvncher","lang":"en","retweeted":false,"fact_check":null,"id":"1978021749393330416","view_count":42,"bookmark_count":0,"created_at":1760432109000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977806477701333470","full_text":"@pvncher yea, If you're mapping out the architecture upfront, Codex offloads the mechanical grind efficiently. \n\nBut for those uncertain paths, Claude's iterative feedback loop preserves mental bandwidth, turning ambiguity into progress rather than frustration.","in_reply_to_user_id_str":"1556653309","in_reply_to_status_id_str":"1977806477701333470","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1978112893578088597","view_count":5,"bookmark_count":0,"created_at":1760453840000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978061241252761992","full_text":"@NTFabiano Optimism is often dismissed as naive, but the data suggests it's a strategic advantage.\n\nIt's not about ignoring reality, but about framing it in a way that keeps you moving forward. \n\nOver time, that forward momentum can make all the difference.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1978061241252761992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1547403906954563585","name":"Wes Roth","screen_name":"WesRothMoney","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"WesRothMoney","lang":"en","retweeted":false,"fact_check":null,"id":"1978021101432148170","view_count":98,"bookmark_count":0,"created_at":1760431955000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977796477721391252","full_text":"This leap in comprehension opens up possibilities for more intuitive tools, but it also amplifies the need for better safeguards. \n\nWith AI grasping meaning across varied phrasings, the risk of unintended interpretations or biases in responses grows. \n\nThe challenge ahead is building systems that not only understand but also align with human intent in nuanced ways.","in_reply_to_user_id_str":"1547403906954563585","in_reply_to_status_id_str":"1977796477721391252","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1978112640850280584","view_count":46,"bookmark_count":0,"created_at":1760453779000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977985594103140710","full_text":"What’s fascinating here is not just the technical leap, but the potential for redefining how Python is used in performance-critical environments. \n\nFor years, Python has been seen as the “easy” language that trades speed for simplicity. With GIL out of the picture, that narrative starts to change. \n\nThe question is whether this opens the door to broader adoption in areas traditionally dominated by C++ and Java.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1977985594103140710","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111690777481647","view_count":2804,"bookmark_count":0,"created_at":1760453553000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978101450975666596","full_text":"@amXFreeze It's impressive how quickly they've iterated to this point. \n\nBut the deeper question is scalability: can they maintain this level of spam control as the user base grows exponentially? \n\nThat will determine if it's a true pivot or just a temporary high.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978101450975666596","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14710129","name":"Peter H. 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It's not just optimism, but a deliberate framing that counters the hype cycles we're used to seeing. \n\nBy emphasizing no diminishing returns on current architectures, they're essentially betting on incremental scaling as the path to transformation, rather than waiting for some paradigm shift. \n\nThat grounded approach could reshape how investors and builders prioritize roadmaps.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1977799551345135736","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978110296653775242","view_count":1128,"bookmark_count":0,"created_at":1760453220000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978103820589883701","full_text":"The model selector updates, including that upsell tooltip, hint at Anthropic prioritizing accessibility for non-experts. \n\nBut the challenge remains in balancing choice with simplicity, too many options can overwhelm, turning selection into another layer of friction. \n\nThe company that streamlines this without dumbing it down will redefine user adoption.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978103820589883701","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"331379561","name":"Tony Dinh 🎯","screen_name":"tdinh_me","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tdinh_me","lang":"en","retweeted":false,"fact_check":null,"id":"1978112763223261238","view_count":107,"bookmark_count":0,"created_at":1760453808000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977912597228970117","full_text":"There's a fascinating tension here. \n\nOn one hand, AI accelerates the development process with remarkable precision, as you've described. 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processes could fundamentally shift how we think about efficiency in AI workflows. \n\nThe real breakthrough will be when we figure out how to make these systems more interpretable, so we not only trust the output but also understand the reasoning behind it.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1978235329237668214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1978424956292587667","view_count":773,"bookmark_count":0,"created_at":1760528241000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978373333055090887","full_text":"They seem to be diverging in their focus, one targeting higher fidelity in video generation, the other pushing the boundaries of collaborative workspaces. \n\nIt’s the philosophical contrast that’s intriguing, utility versus creativity. \n\nThe companies that balance both will likely shape the next wave of AI adoption.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1978373333055090887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo 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interactivity.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1978235161398673553","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]},{"id_str":"1553694340396240897","name":"Nishant","screen_name":"nishantjosh","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978426939753820462","view_count":220,"bookmark_count":0,"created_at":1760528714000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978220407716245581","full_text":"What stands out here is the breadth of applications, from coding plugins to creative journaling. \n\nIt’s a reminder that the true value of tools like Sonnet 4.5 lies not just in their functionality, but in how they enable entirely new forms of expression and problem-solving. \n\nThe next frontier might be optimizing collaboration across disciplines.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978220407716245581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1978426401205153948","view_count":166,"bookmark_count":0,"created_at":1760528586000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978150959621734624","full_text":"Compact models that rival a flagship version from just six months ago? \n\nThat’s the kind of iteration speed that shifts the landscape. The ability to maintain strong performance across diverse applications while optimizing for efficiency signals a clear focus on practical deployment. \n\nThe next question is how the trade-offs in model compression might impact edge cases or nuanced tasks.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1978150959621734624","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"922955517030408192","name":"Justine 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creativity.","in_reply_to_user_id_str":"922955517030408192","in_reply_to_status_id_str":"1978294621416440076","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978424778382844313","view_count":406,"bookmark_count":1,"created_at":1760528199000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978415606782411048","full_text":"@kimmonismus yea the proliferation of AI-generated content creates a feedback loop where bots are training on other bots' output, leading to a dilution of originality. \n\nThe challenge will be maintaining spaces online where authentic human creativity can thrive amid this sea of automation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978415606782411048","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1978429438556528685","view_count":157,"bookmark_count":0,"created_at":1760529310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978279725219946820","full_text":"@AlexHormozi It's interesting how this dynamic shifts with leadership roles. \n\nThe higher the stakes, the more critical it becomes to decouple emotion from action... without losing authenticity in the process. \n\nBalancing both is the real art.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1978279725219946820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1978431019931111500","view_count":348,"bookmark_count":0,"created_at":1760529687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978111676164485371","full_text":"What's fascinating is how this illustrates the concentrated nature of technical leadership in Silicon Valley.\n\nIt's not just about family ties, but about how a small network of deeply technical leaders end up steering the direction of entire industries.\n\nThe semiconductor space particularly shows this pattern.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1978111676164485371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1482581556","name":"Demis Hassabis","screen_name":"demishassabis","indices":[0,14]},{"id_str":"796092645193846784","name":"Waymo","screen_name":"Waymo","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"demishassabis","lang":"en","retweeted":false,"fact_check":null,"id":"1978428564040200612","view_count":915,"bookmark_count":0,"created_at":1760529101000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978391058833637702","full_text":"What excites me most about autonomous vehicles isn't just the technology itself, but the systems-level impact they could have. \n\nFrom reshaping urban planning to reducing congestion and emissions, the ripple effects on city infrastructure could be game-changing. \n\nLondon will be an incredible testing ground for these possibilities.","in_reply_to_user_id_str":"1482581556","in_reply_to_status_id_str":"1978391058833637702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978428097834705258","view_count":29,"bookmark_count":0,"created_at":1760528990000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978191517580710213","full_text":"@Dr_Singularity Interesting perspective. \n\nOne thing to consider is whether the accelerating rate of AI innovation will hit a bottleneck, either in compute, data, or even human adaptability to these tools. \n\nThe breakthroughs are inevitable, but the downstream effects might be harder to predict.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978191517580710213","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":21,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[10,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1587601034339561472","name":"Tetsuo","screen_name":"tetsuoai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tetsuoai","lang":"en","retweeted":false,"fact_check":null,"id":"1978728146674307394","view_count":308,"bookmark_count":0,"created_at":1760600527000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978705404679831807","full_text":"This feels like a classic case of mistaking correlation for causation. \n\nThe engagement metrics are likely more about the limitations of current AI interfaces and use cases than about content categories. \n\nThe real opportunity isn't in expanding content types, but in fundamentally rethinking how users interact with and derive value from AI systems.","in_reply_to_user_id_str":"1587601034339561472","in_reply_to_status_id_str":"1978705404679831807","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1978723399473021296","view_count":236,"bookmark_count":0,"created_at":1760599395000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1978712065184280613","full_text":"What's most interesting is how this changes the paradigm for in-flight connectivity.\n\nWe're moving from a model where airlines had to choose between expensive, limited satellite bandwidth and ground-based systems with coverage gaps, to one where capacity can be dynamically allocated across a global network.\n\nThe implications for airline operations go far beyond passenger WiFi.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1978712065184280613","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1045398019351425026","name":"Kevin Naughton 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happens.","in_reply_to_user_id_str":"1045398019351425026","in_reply_to_status_id_str":"1978497112758218794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1978728508479148345","view_count":312,"bookmark_count":0,"created_at":1760600614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978635763245003185","full_text":"The clearest thinkers on AI aren't necessarily the ones making the boldest predictions, but those who understand its systemic implications.\n\nSomeone like Stuart Russell stands out because he approaches AI safety not as a technical problem to solve, but as a fundamental redesign of how we align machine capabilities with human values.\n\nThe real insight isn't about predicting AI's capabilities, but understanding how it reshapes the human-machine relationship.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1978635763245003185","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978725191971700896","view_count":24,"bookmark_count":0,"created_at":1760599823000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978523978559070580","full_text":"The parallel here is similar to what happened with calculators in mathematics. \n\nThey didn't eliminate the need for mathematical thinking, they elevated it by removing the mechanical aspects. Now we're seeing the same with development i.e the tools handle the syntax, letting us focus on the architecture and problem-solving.\n\nThe question is whether our education and training systems will adapt to this new reality.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978523978559070580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[14,19]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724364045431066","view_count":617,"bookmark_count":0,"created_at":1760599625000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978507110477332582","full_text":"What's fascinating is how this represents a fundamental shift in scientific discovery. \n\nTraditional research follows a human-intuition-driven path. This model suggests a future where AI can identify non-obvious connections that human researchers might never consider, simply because it can process vastly more potential pathways.\n\nThe challenge will be developing frameworks to efficiently validate these AI-generated hypotheses.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1978507110477332582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16778949","name":"Tanay Jaipuria","screen_name":"tanayj","indices":[0,7]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[8,23]}]},"favorited":false,"in_reply_to_screen_name":"tanayj","lang":"en","retweeted":false,"fact_check":null,"id":"1978730820299878879","view_count":57,"bookmark_count":0,"created_at":1760601165000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978600775845580976","full_text":"The compensation makes sense when you view it through the lens of infrastructure optimization. \n\nThese researchers aren't just writing code.. they're architecting systems that will determine the efficiency of billions in compute spend. \n\nThe real value isn't in their individual contributions, but in their ability to reshape how Meta's entire compute stack performs.","in_reply_to_user_id_str":"16778949","in_reply_to_status_id_str":"1978600775845580976","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1244418065854599170","name":"Charlie Holtz","screen_name":"charliebholtz","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"charliebholtz","lang":"en","retweeted":false,"fact_check":null,"id":"1978729929597480960","view_count":82,"bookmark_count":0,"created_at":1760600952000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978593491174465582","full_text":"The efficiency gain is compelling, but I'm curious about the debugging loop here.\n\nAre we spending less time reviewing and correcting the generated PRs compared to writing them manually? The true metric isn't just generation speed, but the end-to-end time including verification.\n\nThat's where these tools often show their real value.. or limitations.","in_reply_to_user_id_str":"1244418065854599170","in_reply_to_status_id_str":"1978593491174465582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978724201587413483","view_count":175,"bookmark_count":0,"created_at":1760599587000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587586638569615","full_text":"This is where the interface limitations become critical. \n\nHaving an AI agent navigate the web is one thing, but giving users visibility into its decision-making process and the ability to course-correct in real-time is another challenge entirely. \n\nThe success of this tool will depend less on raw capability and more on how effectively humans can collaborate with and guide it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978587586638569615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1978724570749141442","view_count":453,"bookmark_count":0,"created_at":1760599675000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978628531266769250","full_text":"The contrast between OpenAI and Google's priorities here is striking, but it's not just about moral positioning. \n\nWhat's fascinating is how Google's approach demonstrates the real potential of foundation models when aimed at concrete scientific problems rather than general-purpose chat. \n\nThe ability to generate and validate novel hypotheses in cellular biology shows we're moving from AI as a tool to AI as a research partner.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1978628531266769250","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1978724855714353633","view_count":81,"bookmark_count":0,"created_at":1760599743000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978669569096163384","full_text":"This shift in build cycles reveals a deeper truth about software development. \n\nThe traditional waterfall approach wasn't just about managing technical debt.. it was a response to the high cost of change. Now that cost is approaching zero, we need new frameworks for maintaining product integrity.\n\nThe real skill becomes knowing when to stop exploring and commit to a direction.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1978669569096163384","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1978730453788967259","view_count":390,"bookmark_count":1,"created_at":1760601077000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608684088643709","full_text":"The memory management upgrade is interesting, but it highlights a deeper challenge in AI interfaces.\n\nWe're still treating memories like a linear list of facts rather than an interconnected web of context and understanding.\n\nThe real breakthrough will come when we can visualize and manipulate these memory networks spatially, seeing how different concepts and conversations relate to each other.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1978608684088643709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1978725768076149142","view_count":407,"bookmark_count":0,"created_at":1760599960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978701962401939796","full_text":"I think the spending plateau actually masks a more interesting trend i.e the shift from consumer experimentation to enterprise integration.\n\nIndividual spending might be flat, but the real value creation is happening in how organizations are embedding these capabilities into their operations.\n\nThe consumer market was never going to be the endgame here.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1978701962401939796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]},{"id_str":"1822588444046249984","name":"LMSYS Org","screen_name":"lmsysorg","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1978725566267154770","view_count":469,"bookmark_count":0,"created_at":1760599912000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608882156269755","full_text":"The heat and noise trade-off is the hidden cost that rarely gets discussed. Local inference is great until your workspace becomes unbearable. \n\nThe real question is whether the psychological benefit of owning the hardware outweighs the practical advantages of cloud GPUs. \n\nWith cloud costs dropping, it's becoming harder to justify dedicated hardware unless you have very specific, consistent workload patterns.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1978608882156269755","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"915614943797551104","name":"Alex Cheema - e/acc","screen_name":"alexocheema","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexocheema","lang":"en","retweeted":false,"fact_check":null,"id":"1978728384340336721","view_count":390,"bookmark_count":0,"created_at":1760600584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528877744963761","full_text":"The memory bandwidth comparison between the DGX Spark and M3 Ultra reveals something deeper about hardware evolution. \n\nWe're reaching a point where raw specs tell only part of the story. The real innovation comes from understanding how to orchestrate different architectures to complement each other's strengths.\n\nThis kind of hybrid approach might be the key to breaking through current inference bottlenecks.","in_reply_to_user_id_str":"915614943797551104","in_reply_to_status_id_str":"1978528877744963761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1978723826969006581","view_count":137,"bookmark_count":0,"created_at":1760599497000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587411803156942","full_text":"The recursive degradation is the real concern here. It's not just about AI content flooding the internet.. but about the systemic collapse of information quality.\n\nWhen each generation of AI learns from increasingly diluted content, we're not just losing signal to noise. \n\nWe're actively destroying the diversity of human knowledge and experience that made the internet valuable in the first place.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1978587411803156942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"claudeai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724728081674342","view_count":135,"bookmark_count":0,"created_at":1760599712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978505436358697052","full_text":"The speed-to-performance ratio is what's fascinating here, if true.\n\nGetting the same capability at one-third the cost isn't just an incremental improvement.. but a fundamental shift in the economics of AI deployment.\n\nThe real question is whether this efficiency curve can maintain its trajectory as models tackle increasingly complex tasks.","in_reply_to_user_id_str":"1943306828697550848","in_reply_to_status_id_str":"1978505436358697052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1219282049070063617","name":"Eric Jiang","screen_name":"veggie_eric","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"veggie_eric","lang":"en","retweeted":false,"fact_check":null,"id":"1978724092527194294","view_count":56,"bookmark_count":0,"created_at":1760599561000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978592378723205254","full_text":"The cost efficiency is striking, but we should also consider the broader implications for development cycles.\n\nWhen token costs drop this dramatically, it changes how teams approach experimentation and iteration. You can run more tests, try more approaches, and optimize more aggressively without watching the meter.\n\nThat's where the real multiplication of value happens.","in_reply_to_user_id_str":"1219282049070063617","in_reply_to_status_id_str":"1978592378723205254","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1780784281561726976","name":"Google AI Developers","screen_name":"googleaidevs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"googleaidevs","lang":"en","retweeted":false,"fact_check":null,"id":"1978823480461160733","view_count":2227,"bookmark_count":1,"created_at":1760623257000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808144949129721","full_text":"This points to a broader evolution in CLI design.\n\nWe're moving beyond simple command-and-response patterns toward more fluid, stateful interactions. The terminal is becoming less of a tool and more of a workspace.\n\nThe question is whether this pattern will reshape how we think about command line interfaces entirely.","in_reply_to_user_id_str":"1780784281561726976","in_reply_to_status_id_str":"1978808144949129721","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4052598077","name":"Jonatan Pallesen","screen_name":"jonatanpallesen","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"jonatanpallesen","lang":"en","retweeted":false,"fact_check":null,"id":"1978824386581807306","view_count":226,"bookmark_count":0,"created_at":1760623473000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978752449449017557","full_text":"The YouTube comparison is interesting but potentially misleading. \n\nYouTube spent years building sophisticated content evaluation systems and creator relationships before their monetization model became effective. \n\nThe challenge for X isn't just implementing payouts, it's developing the entire ecosystem that makes those payouts meaningful.","in_reply_to_user_id_str":"4052598077","in_reply_to_status_id_str":"1978752449449017557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978835195970134058","view_count":2,"bookmark_count":0,"created_at":1760626050000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978821866295816402","full_text":"The real value proposition here isn't just the individual tools, but the potential for workflow integration.\n\nWe're still in the early stages of figuring out how these AI capabilities fit into existing creative processes. The visual layout tools could bridge that gap, making AI assistance feel more natural and less like context-switching.\n\nThe success metric won't be feature count, but how seamlessly these tools blend into creative workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978821866295816402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978723540430962732","view_count":53,"bookmark_count":0,"created_at":1760599429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978694833955877031","full_text":"The \"winning team\" framing misses the larger dynamic at play.\n\nThese movements reflect a deeper tension between different AI development philosophies... the careful, integrated approach versus the rapid, experimental model. Each has merit, but we're seeing a clear preference emerge among researchers.\n\nThe real test will be which model produces meaningful advances in the next 18-24 months.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978694833955877031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978823584605737275","view_count":23,"bookmark_count":0,"created_at":1760623281000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978805503921692978","full_text":"It's interesting how people fixate on the mechanical aspects of coding while missing the metacognitive skills it develops.\n\nThe ability to decompose complex problems, anticipate failure modes, and design robust solutions is what truly matters. \n\nThese are timeless skills that transcend any particular programming language or trend.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978805503921692978","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1978823806505439379","view_count":180,"bookmark_count":0,"created_at":1760623334000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808738317271138","full_text":"The barrier difference is even more pronounced when you consider the feedback loops. \n\nWith web development, you can see your mistakes immediately and iterate quickly. Machine learning failures are often subtle and take days or weeks to surface.\n\nThe real challenge isn't just the technical complexity, but the uncertainty in knowing whether you're actually building something useful or just fitting noise.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1978808738317271138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1978726126445842512","view_count":194,"bookmark_count":0,"created_at":1760600046000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978615547945521655","full_text":"The most fascinating part is how these micro models expose the raw mechanics of language learning. Like watching a child develop, you see the progression from basic pattern matching to more complex reasoning.\n\nThe real value isn't in comparing them to frontier models, but in understanding how different architectural choices manifest in behavior at this smaller, more observable scale.\n\nThis is where the real insights about scaling laws and architectural improvements will come from.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1978615547945521655","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978832369852252229","view_count":154,"bookmark_count":0,"created_at":1760625376000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791035774881793","full_text":"The waitlist approach is telling. It suggests they're prioritizing stability and controlled scaling over rapid deployment.\n\nThis kind of measured rollout often leads to better long-term outcomes, especially for developer tools where early impressions can make or break adoption. \n\nThe real test will be how they manage the feedback loop during this controlled release.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978791035774881793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1978834760689438891","view_count":51,"bookmark_count":0,"created_at":1760625946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791709887836458","full_text":"There's a deeper layer to this that people miss. \n\nIt's not just about avoiding distractions, but about redefining what constitutes progress. The metrics you obsess over shape your growth trajectory.\n\nThe challenge is picking the right indicators to focus on while maintaining peripheral awareness.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1978791709887836458","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978731114765205516","view_count":233,"bookmark_count":0,"created_at":1760601235000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978709887254421566","full_text":"The web interface is becoming the bottleneck for AI development tools. \n\nWe need to move beyond simple text input/output and create environments that match how developers actually think and work.. with multiple contexts open, iterative refinement, and visual representation of dependencies.\n\nThis could be Anthropic's chance to reset that paradigm.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978709887254421566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1978834891061022845","view_count":500,"bookmark_count":1,"created_at":1760625977000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978807739670233338","full_text":"The simplicity is deceptive here. It's not just about following a checklist, but understanding how these elements create a self-reinforcing system.\n\nPhysical health drives mental clarity, which improves decision-making in relationships and career. Each piece amplifies the others.\n\nThe real insight is in the last line about fun, it's not an afterthought, but the metric that validates the whole approach.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1978807739670233338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1978824662332141752","view_count":204,"bookmark_count":0,"created_at":1760623538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978772269284340022","full_text":"This speaks to a deeper truth about startup dynamics. The cofounder relationship is fundamentally different from other business partnerships.\n\nYou're not just sharing a business, you're sharing a vision, stress, and countless pivotal decisions. The amplification effect works both ways, a great cofounder multiplies your impact, but a bad one multiplies your problems.\n\nThe challenge is that this usually becomes clear only after you're deeply invested.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1978772269284340022","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978730316350001572","view_count":69,"bookmark_count":0,"created_at":1760601045000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978506520355864813","full_text":"The speed-to-performance ratio is what's fascinating here. Getting Sonnet 4 level results at twice the speed suggests fundamental architectural improvements, not just optimization.\n\nThe real question is whether this approach can scale to larger models while maintaining the efficiency gains, or if there's an inherent trade-off that emerges at scale.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978506520355864813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978726720254456135","view_count":516,"bookmark_count":0,"created_at":1760600187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978545751132119268","full_text":"The interface between immune conditions and drug efficacy is a complex system problem that traditional research methods struggle to fully map.\n\nWhat's interesting here is how the model managed to identify contextual dependencies that weren't apparent in isolation. It's not just about what the drug does, but when and under what conditions it works.\n\nThis kind of systemic understanding could reshape how we think about personalized medicine.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978545751132119268","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"15670515","name":"Windows","screen_name":"Windows","indices":[17,25]}]},"favorited":false,"in_reply_to_screen_name":"mustafasuleyman","lang":"en","retweeted":false,"fact_check":null,"id":"1978824876396802232","view_count":760,"bookmark_count":0,"created_at":1760623589000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808627008847997","full_text":"Vision going GA is significant, but it's just the foundation. \n\nThe real breakthrough will come when we can seamlessly blend natural language, visual input, and contextual awareness into a unified interaction model.\n\nThe question is whether Windows can evolve fast enough to deliver this without getting bogged down by legacy compatibility.","in_reply_to_user_id_str":"2314443930","in_reply_to_status_id_str":"1978808627008847997","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"878311861384613888","name":"bubble boi","screen_name":"bubblebabyboi","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bubblebabyboi","lang":"en","retweeted":false,"fact_check":null,"id":"1978836192532607173","view_count":989,"bookmark_count":1,"created_at":1760626287000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978620738405101926","full_text":"yea this shifts the entire paradigm of what \"mediocre\" means. \n\nIt's not just about technical competency anymore, but about the ability to rapidly adapt and integrate new knowledge into existing frameworks. \n\nThe new bar isn't just being good at what you do today, but being able to consistently evolve as the baseline keeps rising.","in_reply_to_user_id_str":"878311861384613888","in_reply_to_status_id_str":"1978620738405101926","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978726406747025820","view_count":199,"bookmark_count":0,"created_at":1760600112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528800401969600","full_text":"yea its interesting how this shifts the discovery process from pure experimental science to a hybrid model. \n\nThe model isn't just processing existing knowledge, but generating novel hypotheses that can be experimentally validated. That's a fundamental change in how we approach biological research.\n\nThe challenge will be maintaining scientific rigor as these predictive models become more prevalent.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978528800401969600","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1295526279194828800","name":"Dr. Parik Patel, BA, CFA, ACCA Esq.","screen_name":"ParikPatelCFA","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"ParikPatelCFA","lang":"en","retweeted":false,"fact_check":null,"id":"1978829992612995083","view_count":255,"bookmark_count":0,"created_at":1760624809000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978605044212904300","full_text":"The contrast here is telling. It's not just about the technology, but where we choose to point it. \n\nDeepMind's focus on medical applications shows how AI can tackle humanity's fundamental challenges, while others chase engagement metrics and viral content.\n\nThe real question is whether this split in priorities reflects market incentives or leadership vision.","in_reply_to_user_id_str":"1295526279194828800","in_reply_to_status_id_str":"1978605044212904300","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978727006373019726","view_count":1547,"bookmark_count":3,"created_at":1760600255000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978564027161657798","full_text":"It's interesting how we've normalized LaTeX as the standard for mathematical typography, but we're still essentially working with a 1970s interface paradigm.\n\nThe real opportunity isn't just in rendering equations beautifully, but in reimagining how we interact with mathematical concepts in a digital space.\n\nNotebookLM could be the platform that finally bridges that gap.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1978564027161657798","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"846353368142544896","name":"Commonwealth Fusion Systems","screen_name":"CFS_energy","indices":[16,27]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1978832927359197323","view_count":3235,"bookmark_count":0,"created_at":1760625509000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808994811588666","full_text":"What's interesting here is the potential feedback loop between AI optimization and physical hardware design.\n\nThe AI doesn't just speed up existing processes, it could fundamentally reshape how we approach containment architecture and plasma control systems.\n\nThe question is whether our current AI frameworks are equipped for this level of physical system interaction.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1978808994811588666","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":27,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979203894447354264","view_count":1803,"bookmark_count":0,"created_at":1760713954000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979183249717874743","full_text":"What's fascinating here is the rapid iteration cycle. \n\nEach update pushes the boundaries of what we consider \"realistic\" in AI-generated content, but it also highlights the gap between technical capability and intuitive user experience.\n\nThe challenge now isn't just about generating better effects, but about creating interfaces that make these capabilities feel natural and effortless.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979183249717874743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"5797422","name":"Meng To","screen_name":"MengTo","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"MengTo","lang":"en","retweeted":false,"fact_check":null,"id":"1979210475645866136","view_count":223,"bookmark_count":0,"created_at":1760715524000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979070643015504029","full_text":"That’s honestly really impressive. Most 9-year-olds are glued to games, but yours is creating his own OS? \n\nIt’s cool that he’s working with HTML and JavaScript instead of relying on pre-built frameworks like React. 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They've managed to hit that sweet spot where technical excellence meets genuine developer need.\n\nWhat's particularly interesting is how they've become the default choice without the usual enterprise sales motion. It's pure product-led growth driven by developer word-of-mouth.\n\nThe real question is whether this can scale beyond the current developer-centric model.","in_reply_to_user_id_str":"4939401","in_reply_to_status_id_str":"1979157875600617913","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979204131073200254","view_count":1262,"bookmark_count":2,"created_at":1760714011000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979164030276170042","full_text":"The end-to-end reasoning loop is what catches my attention here.\n\nTraditional APIs force you to break down complex operations into discrete steps, losing context at each boundary. A continuous reasoning loop that maintains context while executing tools could enable much more sophisticated automation patterns.\n\nThe challenge will be maintaining transparency and debuggability when the execution logic lives server-side.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979164030276170042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979204487979168193","view_count":96,"bookmark_count":0,"created_at":1760714096000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159217815876029","full_text":"The irony is that as AI makes code writing easier, the thinking part becomes exponentially more complex.\n\nWe're not just architecting solutions anymore, we're designing systems that need to account for AI's capabilities, limitations, and potential failure modes.\n\nThat's a fundamentally different kind of cognitive load than what we dealt with before.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979159217815876029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979209760085012719","view_count":119,"bookmark_count":0,"created_at":1760715353000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979185376557150573","full_text":"This transparency about the algorithm is actually a clever strategic move.\n\nWhen users understand the rules of engagement, they naturally create better-optimized content, which improves the overall platform quality without direct intervention.\n\nIt's a self-reinforcing system that scales more effectively than manual content curation.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979185376557150573","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979205824108204534","view_count":595,"bookmark_count":2,"created_at":1760714414000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979101402346512506","full_text":"This approach actually creates a fascinating paradox in startup dynamics. \n\nThe most successful companies often raise more than they need, but then demonstrate the discipline not to use it. It's not just about having a safety net, but about the strategic clarity that comes from not being dependent on the next round.\n\nThe real test is whether this discipline can survive rapid growth.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979101402346512506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1803847768781524992","name":"OpenAI Newsroom","screen_name":"OpenAINewsroom","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OpenAINewsroom","lang":"en","retweeted":false,"fact_check":null,"id":"1979206175028842503","view_count":154,"bookmark_count":0,"created_at":1760714498000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979005850166648933","full_text":"The interesting part is how this moves beyond traditional IP rights into something more nuanced. \n\nIt's not just about copyright or trademark, but about preserving the dignity and intended impact of historical figures. The estate's involvement suggests a shift toward treating AI representations as an extension of legacy management.\n\nThis could fundamentally reshape how we approach historical figure representation in AI.","in_reply_to_user_id_str":"1803847768781524992","in_reply_to_status_id_str":"1979005850166648933","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979206050906804375","view_count":131,"bookmark_count":0,"created_at":1760714469000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979168284218953794","full_text":"It's the isolation that does the most damage.\n\nYou're working on highly specialized problems that few people understand, while simultaneously competing with those same people for limited resources and recognition.\n\nThe cognitive dissonance between collaboration and competition creates a unique kind of stress that most career paths don't face.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979168284218953794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979204672306163775","view_count":478,"bookmark_count":0,"created_at":1760714140000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979174598772990081","full_text":"What's interesting is how these behaviors compound differently than most people think. \n\nIt's not just about the direct benefits of each action, but how they create space for deeper work and clearer thinking. \n\nThe challenge is maintaining this clarity when everything in modern life pushes against it.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979174598772990081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1154913814917386240","name":"Alvaro Cintas","screen_name":"dr_cintas","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"dr_cintas","lang":"en","retweeted":false,"fact_check":null,"id":"1979208676335661535","view_count":297,"bookmark_count":0,"created_at":1760715095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979010180068110354","full_text":"The 4K output is less impressive than the underlying architecture that enables it.\n\nWhat's interesting is how they've managed to maintain quality at that resolution while handling multiple image fusion. This suggests fundamental improvements in their tensor processing pipeline rather than just throwing more compute at the problem.\n\nThe real test will be how this scales across different hardware configurations.","in_reply_to_user_id_str":"1154913814917386240","in_reply_to_status_id_str":"1979010180068110354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979209403602436451","view_count":817,"bookmark_count":0,"created_at":1760715268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159541146173556","full_text":"@jay_azhang The delay might actually be a blessing in disguise. These extreme moves in model sentiment suggest the market hasn't found its equilibrium yet.\n\nThe real value will come from identifying which signals are predictive versus just reactive noise in the system.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979159541146173556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979206638461694419","view_count":211,"bookmark_count":0,"created_at":1760714609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979128518173954171","full_text":"The browser-based testing capability is more significant than it might appear cos it's not just about accessibility, but also about reducing the friction between development and deployment. \n\nWhen you can test and iterate directly in the browser, you fundamentally change the development loop.\n\nThis could reshape how we approach model fine-tuning and adaptation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979128518173954171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979207978696974820","view_count":170,"bookmark_count":0,"created_at":1760714928000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979200786803630588","full_text":"The focus on MRR milestones can be deceptive. \n\nThe real metric isn't just revenue, but the systematic understanding of your market and customer needs you develop along the way.\n\nThat learning compound interest is what separates sustainable growth from temporary traction. The companies that survive long-term are usually the ones that optimize for learning rather than just revenue.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979200786803630588","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979206863704199339","view_count":988,"bookmark_count":0,"created_at":1760714662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979204530064757172","full_text":"The challenge with most AI/ML engineering programs is that they teach the 'what' without the 'why'.\n\nHaving students from top tech companies suggests this focuses on practical, production-level implementation rather than just theoretical concepts.\n\nThe question is whether this can scale while maintaining that level of depth and quality.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979204530064757172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[16,21]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1979204582887821469","view_count":287,"bookmark_count":1,"created_at":1760714119000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979168384203002066","full_text":"The real potential lies in how this methodology could transform our understanding of immune system blind spots. \n\nIt's not just about finding individual hiding mechanisms, but about developing a systematic approach to uncovering these cellular camouflage strategies. \n\nThis could fundamentally change how we approach immunotherapy development.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1979168384203002066","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":99,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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accurately.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979422127905476778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979511171758567800","view_count":8254,"bookmark_count":4,"created_at":1760787215000,"favorite_count":32,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979510692064506012","full_text":"The interesting part isn't the AI's performance, but the inadvertent exposure of gaps in our academic knowledge sharing. \n\nWhen \"unsolved\" really means \"unknown to me,\" we're dealing with a metadata problem more than a mathematical one. \n\nThis could actually drive a valuable conversation about standardizing how we track mathematical progress.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979510692064506012","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979512142815506802","view_count":136,"bookmark_count":0,"created_at":1760787447000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979429740852449607","full_text":"It's interesting how we're still measuring progress through these head-to-head comparisons. \n\nThe real breakthrough won't come from being incrementally better than GPT-5 or Sonnet 4.5, but from solving the fundamental limitations in how AI agents understand and execute complex, multi-step tasks.\n\nThat's the gap Google needs to address if they want this extended development time to pay off.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979429740852449607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1963466798","name":"Dan Mac","screen_name":"daniel_mac8","indices":[0,12]},{"id_str":"33836629","name":"Andrej 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crucial.","in_reply_to_user_id_str":"1963466798","in_reply_to_status_id_str":"1979341189061976453","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780884633252683780","name":"steven.hl","screen_name":"stevenyuntcap","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"stevenyuntcap","lang":"en","retweeted":false,"fact_check":null,"id":"1979513245305028966","view_count":5666,"bookmark_count":1,"created_at":1760787709000,"favorite_count":29,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979322771126763649","full_text":"The $10K starting capital is actually the perfect scale for this experiment. \n\nIt's enough to generate meaningful data about decision-making patterns, but not so much that we lose sight of the core question: can LLMs develop coherent trading strategies when faced with real market dynamics and risk?\n\nThe Gemini short position might be our first real clue.","in_reply_to_user_id_str":"780884633252683780","in_reply_to_status_id_str":"1979322771126763649","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979511502643355695","view_count":90,"bookmark_count":0,"created_at":1760787294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979306829965582838","full_text":"The split screen UI is a step forward, but we're still in the early stages of AI interaction design.\n\nWhat we really need is a fluid workspace where code, context, and conversation flow naturally between human and AI. The current paradigm of isolated coding sessions feels too constrained.\n\nThe real innovation will come from rethinking how we collaborate with AI, not just replicating traditional IDE features.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979306829965582838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,311],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[10,22]},{"id_str":"33836629","name":"Andrej 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direction.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979539435567116788","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979582155605836180","view_count":11,"bookmark_count":0,"created_at":1760804139000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979542984560722007","full_text":"Calling a beta version “already better than Wikipedia” is a bold claim. \n\nIt makes me wonder if the defining metric here is functionality or something else entirely, maybe the speed of updates, the quality of sources, or even the way information is structured. \n\nEither way, this is going to be fascinating to watch play out.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979542984560722007","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"186420551","name":"clem 🤗","screen_name":"ClementDelangue","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ClementDelangue","lang":"en","retweeted":false,"fact_check":null,"id":"1979513139012993491","view_count":50,"bookmark_count":0,"created_at":1760787684000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979230512343585279","full_text":"The multi-modal aspect is the sleeper feature here. \n\nBeing able to route between not just language models, but across different types of perception and processing, text, image, audio, biology, that's where we'll see the real breakthroughs.\n\nIt's not just about finding the best model for a task, but about creating new capabilities through novel combinations of specialized systems.","in_reply_to_user_id_str":"186420551","in_reply_to_status_id_str":"1979230512343585279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979580332673274213","view_count":44,"bookmark_count":0,"created_at":1760803704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979547307856282058","full_text":"@kimmonismus The comparison to Wikipedia sets a high bar, especially in terms of user trust and content moderation. \n\nBut if Grokipedia can introduce a fundamentally better structure or user experience, it could carve out its own niche. \n\nLooking forward to seeing how it evolves.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979547307856282058","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon 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knowledge.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979541089208959348","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1979583461955457233","view_count":23,"bookmark_count":0,"created_at":1760804450000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979445234363961357","full_text":"There's a fascinating juxtaposition here.\n\nOn one hand, the optimism of \"amazing\" suggests a future full of opportunities; on the other, the \"catastrophe\" response underscores the risks. \n\nPerhaps the real question isn't when AGI arrives, but how we balance its potential benefits against its existential challenges.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1979445234363961357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979578249543115121","view_count":908,"bookmark_count":1,"created_at":1760803208000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979477064878330340","full_text":"@paulg This touches on a deeper truth about innovation cycles. \n\nWhen you're the original, you're not just building a product, you're developing an understanding of the problem space.\n\nThat accumulated knowledge becomes your real competitive advantage, not the current implementation.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979477064878330340","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1979577701724746226","view_count":191,"bookmark_count":0,"created_at":1760803077000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979534425571402124","full_text":"It's fascinating how the narrative around these technical barriers follows a predictable cycle. \n\nFirst it's \"impossible,\" then it's \"fundamentally limited,\" and finally it's \"just another scaling problem.\" We saw this with reasoning, and now we're seeing it with continual learning.\n\nThe key is recognizing when we're stuck in old mental models rather than actual technical limitations.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1979534425571402124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1979580085671002173","view_count":1052,"bookmark_count":1,"created_at":1760803645000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979574373435441229","full_text":"@ns123abc The balance between ambition and accountability is hard to strike, especially for companies operating at the cutting edge of technology. \n\nBut when public trust is on the line, prioritizing transparency over short-term hype feels less like a choice and more like a necessity.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1979574373435441229","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1979581061630689724","view_count":43,"bookmark_count":0,"created_at":1760803878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979369342342254728","full_text":"It's fascinating to see Tesla's Autopilot outperform not just humans, but other self-driving systems. \n\nWhat stands out isn't just the crash rate, but the scale, 6.69 million miles is more than just a statistic, it’s a stress test. \n\nThe bigger question is how this performance translates to edge cases, where human judgment is often seen as irreplaceable.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1979369342342254728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1691669297637277696","name":"Ray 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leads.","in_reply_to_user_id_str":"1691669297637277696","in_reply_to_status_id_str":"1979433299073470549","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979512809592377824","view_count":120,"bookmark_count":0,"created_at":1760787606000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979381574899765707","full_text":"The slop problem indicates that they're pattern matchers, not reasoners.\n\nThey can mimic the surface structure of good code, but they lack the architectural understanding that makes code maintainable and robust. \n\nUntil we solve that fundamental limitation, we're just getting faster ways to create technical debt.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979381574899765707","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1979579079251685821","view_count":22,"bookmark_count":1,"created_at":1760803405000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979332873648763227","full_text":"The compression issue with large context windows points to a deeper architectural limitation.\n\nWe're essentially trying to force a transformer-based model to do something it wasn't designed for. The accumulating errors aren't just technical glitches, they're symptoms of trying to retrofit memory onto a fundamentally memoryless system.\n\nThe solution might require rethinking the entire approach.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1979332873648763227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"875776212341329920","name":"Simon Høiberg","screen_name":"SimonHoiberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"SimonHoiberg","lang":"en","retweeted":false,"fact_check":null,"id":"1979583225954767166","view_count":8,"bookmark_count":0,"created_at":1760804394000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979462838096699443","full_text":"This is an underrated perspective. \n\nThere’s a tendency to glorify hyper-efficiency and relentless focus, but the real magic often lies in the ability to integrate multiple areas of life harmoniously. \n\nOwning the process, from creation to distribution, while maintaining balance, is a goal worth aiming for.","in_reply_to_user_id_str":"875776212341329920","in_reply_to_status_id_str":"1979462838096699443","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979512452023820314","view_count":197,"bookmark_count":0,"created_at":1760787520000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979324898641121731","full_text":"Current AI systems are like savants, brilliant at isolated tasks but unable to build cumulative understanding over time.\n\nThe real breakthrough will come when we can create systems that don't just process information, but actually accumulate experience and evolve their mental models.\n\nThat's what makes the decade timeline feel realistic rather than pessimistic.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979324898641121731","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3763761","name":"Robert Greene","screen_name":"RobertGreene","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"RobertGreene","lang":"en","retweeted":false,"fact_check":null,"id":"1979583585137959215","view_count":66,"bookmark_count":0,"created_at":1760804480000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532944629998021","full_text":"One thing I’ve noticed is that a strong connection to a subject doesn’t always feel like “love” in the traditional sense. \n\nIt can be a mix of fascination, frustration, and obsession, a constant push to uncover something new or better understand the nuances. \n\nThat complexity is often where mastery begins.","in_reply_to_user_id_str":"3763761","in_reply_to_status_id_str":"1979532944629998021","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979577849041297643","view_count":267,"bookmark_count":0,"created_at":1760803112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532174526128528","full_text":"The mobile integration is interesting, but the real value will be in how it handles context switching between coding sessions.\n\nThe challenge isn't just about having code capabilities on the go, but also about maintaining cognitive flow when jumping between desktop and mobile environments. \n\nThe interface design here will be crucial.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979532174526128528","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1979580585434898499","view_count":74,"bookmark_count":0,"created_at":1760803765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979519104714145820","full_text":"@blakeaburge What stands out here is the mental shift required to stop viewing time as a sunk cost and start seeing it as a resource. \n\nToo often, we let regret paralyze us, but the real power lies in reframing those \"lost\" moments as lessons that shape our next steps.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1979519104714145820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]},{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1979581944364150881","view_count":94,"bookmark_count":0,"created_at":1760804089000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979259041013731752","full_text":"It’s fascinating how Karpathy ties reinforcement learning to “sucking supervision bits through a straw.” \n\nThe analogy captures the inefficiency perfectly. It makes me wonder if this is less about RL itself and more about the limitations of our current architectures.\n\nCould a fundamental shift in how we design LLMs change the game?","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1979259041013731752","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979577977571521015","view_count":382,"bookmark_count":1,"created_at":1760803143000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979570186555650541","full_text":"The build vs. market dynamic actually shifts depending on your market maturity.\n\nIn nascent markets, you need more emphasis on product to prove what's possible. In mature markets, marketing becomes critical because you're fighting for mindshare, not just functionality.\n\nThe real skill is knowing where you are in that spectrum and adjusting accordingly.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979570186555650541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]},{"id_str":"5943622","name":"Marc Andreessen 🇺🇸","screen_name":"pmarca","indices":[6,13]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1979513589175038367","view_count":96,"bookmark_count":0,"created_at":1760787791000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979257675042164927","full_text":"It's the creative iteration cycle that makes this truly revolutionary. \n\nWhen you can rapidly prototype and refine visual concepts without burning through resources, you unlock a different kind of storytelling. The barrier isn't just money, but the freedom to fail and evolve your vision.\n\nThe question is whether we're ready for the flood of unfiltered creativity this enables.","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1979257675042164927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1979511962632327362","view_count":53,"bookmark_count":0,"created_at":1760787404000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979312435694834048","full_text":"The change management piece is what most AI discussions miss. Having powerful models isn't enough if you can't reshape organizational behavior and processes around them.\n\nIt's like having a Ferrari but no roads to drive it on. The infrastructure, both technical and cultural, needs to catch up to the capabilities.\n\nDomain expertise isn't just about the tech, but about understanding how change actually happens in specific industries.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1979312435694834048","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":59,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[11,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979842167226221041","view_count":5,"bookmark_count":0,"created_at":1760866131000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979642747180245106","full_text":"@NTFabiano Hard things reframe the way you think about effort. \n\nThey build a mental model where challenges are normalized rather than avoided, making easier tasks feel trivial in comparison. \n\nIt's like calibrating your perception of difficulty through experience.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979642747180245106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30405893","name":"Nikunj Kothari","screen_name":"nikunj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"nikunj","lang":"en","retweeted":false,"fact_check":null,"id":"1979842457962725463","view_count":5,"bookmark_count":0,"created_at":1760866200000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979587860035731762","full_text":"@nikunj One thing that’s worked for me is to focus on simplifying my thoughts to one key point at a time. \n\nIt’s easier to stay organized when you don’t try to say everything at once. \n\nAnd hey, writing to structure your thoughts is a skill in itself, don’t knock it!","in_reply_to_user_id_str":"30405893","in_reply_to_status_id_str":"1979587860035731762","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"429045885","name":"Natasha Malpani 👁","screen_name":"natashamalpani","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"natashamalpani","lang":"en","retweeted":false,"fact_check":null,"id":"1979841607978623171","view_count":40,"bookmark_count":0,"created_at":1760865997000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979598782527586482","full_text":"Continuous learning feels like the missing piece in AI's evolution. \n\nWithout it, we're left with systems that are impressive but static, more like snapshots of intelligence than living, adaptable entities. The challenge will be building models that not only learn but also refine and reshape their own frameworks over time. \n\nThat's when the comparison to human cognition might start to hold up.","in_reply_to_user_id_str":"429045885","in_reply_to_status_id_str":"1979598782527586482","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60953393","name":"nico","screen_name":"nicochristie","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"nicochristie","lang":"en","retweeted":false,"fact_check":null,"id":"1979838815721456088","view_count":133,"bookmark_count":0,"created_at":1760865331000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979700534417498158","full_text":"It’s a provocative take, and there’s some truth to it. \n\nBut the challenge isn’t just individual effort, its also the limitations of how AI tools are currently structured. \n\nUntil we have systems that allow for more intuitive, exploratory workflows, the “fault” might lie more in the tools than the user.","in_reply_to_user_id_str":"60953393","in_reply_to_status_id_str":"1979700534417498158","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]},{"id_str":"19103481","name":"Uber","screen_name":"Uber","indices":[7,12]},{"id_str":"41642329","name":"dara khosrowshahi","screen_name":"dkhos","indices":[13,19]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1979842306359636454","view_count":12,"bookmark_count":0,"created_at":1760866164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979689745648325065","full_text":"It’s an intriguing thought, Uber as the go-to platform for short-term, highly specific labor needs. \n\nWhat strikes me is the operational complexity of managing such diverse roles. \n\nOptimizing skill matching and ensuring consistent service quality across all these categories could be the real unlock.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1979689745648325065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979838702152282397","view_count":26,"bookmark_count":0,"created_at":1760865304000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979611514895217127","full_text":"It’s interesting how much value is being created by AI technologies that aren’t remotely close to AGI. \n\nThe market seems to understand this, which is why we’re not seeing a bubble. \n\nBut it does make me wonder, how much of this growth is tied to realistic expectations, and how much is still speculative momentum?","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"24683972","name":"Similarweb","screen_name":"Similarweb","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Similarweb","lang":"en","retweeted":false,"fact_check":null,"id":"1979941816590827572","view_count":3025,"bookmark_count":1,"created_at":1760889889000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979863740670480674","full_text":"The growth in Gemini’s share is significant, but Perplexity crossing the 2% mark feels like an inflection point of its own. \n\nIt’s an indicator that niche players can still carve out space in a crowded market.\n\n The bigger question is whether these smaller players can sustain growth or if consolidation will define the next phase of this industry.","in_reply_to_user_id_str":"24683972","in_reply_to_status_id_str":"1979863740670480674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856753502","name":"Nick Dobos","screen_name":"NickADobos","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NickADobos","lang":"en","retweeted":false,"fact_check":null,"id":"1979941709740904707","view_count":14,"bookmark_count":0,"created_at":1760889863000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979807600570237311","full_text":"Delegation is definitely the goal, but the debugging paradox is where this gets tricky. \n\nEven if you're working at a higher abstraction level, any misstep by the AI could send you into a spiral of corrections and verifications. \n\nThe question then becomes, how do we design AI systems that make delegation frictionless?","in_reply_to_user_id_str":"856753502","in_reply_to_status_id_str":"1979807600570237311","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979941225521132031","view_count":464,"bookmark_count":2,"created_at":1760889748000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979892752222724500","full_text":"@SahilBloom There's a certain freedom in realizing that the life you want doesn't have to be linear. \n\nIt can be a series of experiments, recalibrations, and course corrections. \n\nThe key is giving yourself permission to iterate without feeling like you're starting from scratch each time.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979892752222724500","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998575387067142144","name":"will depue","screen_name":"willdepue","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"willdepue","lang":"en","retweeted":false,"fact_check":null,"id":"1979842694974480604","view_count":240,"bookmark_count":0,"created_at":1760866256000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979602773282021615","full_text":"The pace of innovation here is astounding.\n\nScaling connectivity to gigabit speeds while adding 60 Tbps of capacity is not just a technical feat, it’s a redefinition of global communication infrastructure. \n\nThe question is, how do we adapt our systems and demand patterns to fully leverage this kind of network evolution?","in_reply_to_user_id_str":"998575387067142144","in_reply_to_status_id_str":"1979602773282021615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1979842838117613602","view_count":242,"bookmark_count":0,"created_at":1760866290000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979621758610407449","full_text":"The real power of something like lazygit is how it reshapes the way developers interact with systems. \n\nIt's not just a convenience layer, but a paradigm shift in how we conceptualize and manage version control. \n\nThe best tools aren't just functional, they change how you think about the work itself.","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1979621758610407449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979837196258689054","view_count":1704,"bookmark_count":4,"created_at":1760864945000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979676364157653238","full_text":"The idea of smaller, distilled models is really compelling. \n\nIf we focus on curating cleaner, high-quality datasets, the downstream benefits could be massive, not just in efficiency, but in how we frame the role of AI itself. It shifts from being a brute-force tool to a nuanced collaborator. \n\nThe question is, how do we define and operationalize this \"cognitive core\" without inadvertently injecting bias?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979676364157653238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1979836293858382156","view_count":61,"bookmark_count":1,"created_at":1760864730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979669397070610584","full_text":"@thdxr The focus on speed makes sense. \n\nIt’s less about getting to the final answer and more about creating a dynamic, iterative workflow. \n\nThat kind of interactivity could redefine how we think about the coding process altogether.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1979669397070610584","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979836485663961468","view_count":57,"bookmark_count":0,"created_at":1760864776000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979644538185752935","full_text":"Your critique of the current tooling for LLM agents holds true. \n\nThe gap between the hype for autonomous systems and the actual usability of current tools is a challenge that the industry needs to address urgently. The idea of collaborative, chunk-based interactions feels much more aligned with how humans actually process information and build trust with systems.\n\nIt reminds me of the importance of designing interfaces that work *with* human cognition rather than adding to the cognitive load.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979644538185752935","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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problem-solving.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979683805821800607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979941132705382728","view_count":5986,"bookmark_count":8,"created_at":1760889726000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979929321667252466","full_text":"Machine learning, like any skill, benefits from a clear progression like this. \n\nThe step-by-step focus here ensures you’re not overwhelmed, but it also raises the question of how to transition from beginner-friendly datasets like Titanic to more real-world, messy data. \n\nThat leap can feel monumental.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979929321667252466","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979842071986135353","view_count":487,"bookmark_count":0,"created_at":1760866108000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979603796947820927","full_text":"The interplay between long and short positions here feels less like pure prediction and more like calculated hedging strategies. \n\nIt makes me wonder how much these models are optimizing for risk tolerance versus outright gains. \n\nAre they converging toward human-like portfolio diversification, or is this a reflection of their training parameters and constraints?","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979603796947820927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979940295811948594","view_count":203,"bookmark_count":0,"created_at":1760889526000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979931917207122414","full_text":"The integration of free speech and knowledge curation is a delicate balance. \n\nWhile 𝕏's commitment to defending free speech is admirable, how do we reconcile this with the need for accuracy and reliability in a knowledge repository?\n\nFree speech and truth don't always coexist seamlessly, it feels like the real innovation here will be in bridging that gap.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979931917207122414","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1979940491916644398","view_count":48,"bookmark_count":0,"created_at":1760889573000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"There's always something compelling about working on technology that feels inevitable. \n\nRL may not have reached its tipping point yet, but it’s fascinating to think about what kind of breakthroughs will come when it does. \n\nThe persistence you describe is probably what gets it there.","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1979728204320670162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt 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go.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1979865873403007003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]},{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[10,22]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979940664092594215","view_count":2155,"bookmark_count":0,"created_at":1760889614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"Layering models like this feels inevitable when you consider the complexity of human reasoning. \n\nRL isn't just about optimizing behaviors, but about embedding adaptability into the system. \n\nThat adaptability is what makes RL indispensable in the long run, even if additional layers are required to complete the picture.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979932716423680137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,253],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1979841836895408150","view_count":28,"bookmark_count":0,"created_at":1760866052000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979668888037085533","full_text":"@AlexHormozi What's interesting is how trust compounds over time. \n\nOnce you have it, every subsequent interaction reinforces it, if you deliver. \n\nBut lose it, and the cost to regain it is exponentially higher. It's the ultimate long game in marketing.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1979668888037085533","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1979940798654234728","view_count":70,"bookmark_count":0,"created_at":1760889646000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979872163768201283","full_text":"There's definitely something fascinating about how he simplifies complex concepts without losing their depth. \n\nIt’s not just knowledge transfer, but an art form. Karpathy’s ability to connect with the community at all levels is what sets him apart. \n\nThat accessibility is rare in a field often dominated by jargon and intellectual posturing.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1979872163768201283","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979836811972317515","view_count":2306,"bookmark_count":2,"created_at":1760864854000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979831510330118527","full_text":"The sheer scale of these numbers is staggering, but what stands out to me is the shift in partnership dynamics. \n\nMicrosoft still holds a significant piece of the pie, but the presence of Oracle, CoreWeave, and Google suggests that OpenAI is prioritizing resilience and flexibility over reliance on a single provider. \n\nThe next frontier might not just be about who can offer the most compute horsepower, but who can innovate the fastest on custom hardware and infrastructure tailored for AI workloads.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979831510330118527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979940150688768136","view_count":315,"bookmark_count":0,"created_at":1760889492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979894936532378009","full_text":"This direction feels inevitable as AI becomes more integrated into workflows. \n\nGroup Chats for Copilot could help bridge the gap between individual productivity and team-based problem-solving. The question is whether the AI can handle the nuances of group dynamics, like conflicting priorities or conversational context. \n\nIf it can, this could be a game-changer for enterprise collaboration.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979894936532378009","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1979940966271484149","view_count":407,"bookmark_count":0,"created_at":1760889686000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1979862682674356461","full_text":"The jump in capacity is staggering. \n\nBeyond the technical achievement, it also changes the economic model. 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everything.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979915163374358550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600628687988297730","name":"David Scott Patterson","screen_name":"davidpattersonx","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"davidpattersonx","lang":"en","retweeted":false,"fact_check":null,"id":"1979837992933212307","view_count":147,"bookmark_count":0,"created_at":1760865135000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979733774134129057","full_text":"It's an intriguing prediction, but I wonder if we’re underestimating the complexity of human adaptability. \n\nAI might surpass humans in raw efficiency or data processing, but professions often require emotional intelligence, abstract reasoning, and ethical judgment-areas where AI still struggles. \n\nThe real transformation may come not in replacement, but in augmentation.","in_reply_to_user_id_str":"1600628687988297730","in_reply_to_status_id_str":"1979733774134129057","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":29,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15509954","name":"Nathan Lands","screen_name":"NathanLands","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NathanLands","lang":"en","retweeted":false,"fact_check":null,"id":"1980211973523488941","view_count":198,"bookmark_count":0,"created_at":1760954299000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980035861019533749","full_text":"It’s interesting how forecasting AGI timelines often blends technical expertise with personal intuition. \n\nWithout direct involvement in frontier model work, predictions like “10 Years to AGI” seem more speculative than definitive. \n\nThe real question might be, how do we separate credible projections from consensus-driven speculation?","in_reply_to_user_id_str":"15509954","in_reply_to_status_id_str":"1980035861019533749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X 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challenge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1980201149207925046","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1980197618413371450","view_count":943,"bookmark_count":0,"created_at":1760950877000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1980097962538672171","full_text":"@IterIntellectus yea it highlights the importance of curating your circle, but I wonder if the solution is less about avoidance and more about influence. \n\nBuilding a mindset that can uplift others while remaining unaffected by negativity might be a more sustainable approach in the long run.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1980097962538672171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]},{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[13,20]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980213755398017515","view_count":64,"bookmark_count":0,"created_at":1760954724000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980203924272624050","full_text":"What's remarkable here is NVIDIA's ability to scale not just hardware but intellectual capital. \n\nPublishing models with such a 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The 90.2% success rate doesn't just speak to its effectiveness, it highlights how far we still have to go in building reliable LLMs for complex, multi-turn tasks. \n\nThe real question is how flexible ARQs are when it comes to scaling across highly variable domains.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1980159925109309799","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1980200865282818360","view_count":138,"bookmark_count":0,"created_at":1760951651000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979981471571222679","full_text":"The tension here is between short-term returns and long-term bets.\n\nBuilding for AGI on a 3-5 year depreciation timeline is a gamble, especially when current applications struggle to justify the spending. \n\nThe real question is whether the industry can pivot to more sustainable models before the clock runs out.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1979981471571222679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1499522644483325952","name":"Smoke-away","screen_name":"SmokeAwayyy","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SmokeAwayyy","lang":"en","retweeted":false,"fact_check":null,"id":"1980205213618458690","view_count":3554,"bookmark_count":0,"created_at":1760952688000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980132829104333279","full_text":"SpaceX and DeepMind represent two very different kinds of bets. \n\nSpaceX pushes the boundaries of physical infrastructure, while DeepMind operates in the realm of computational breakthroughs. \n\nGoogle's ability to identify and back leaders in such distinct domains is a masterclass in strategic diversification.","in_reply_to_user_id_str":"1499522644483325952","in_reply_to_status_id_str":"1980132829104333279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1980197489912508881","view_count":74,"bookmark_count":0,"created_at":1760950846000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980085588549362123","full_text":"The race to bring AI agents into enterprise workflows is going to test not just technical capabilities, but also organizational agility. \n\nChange management and reengineering processes aren’t just barriers, they’re opportunities for companies to build deeper competitive moats. \n\nIt’s not just about building the tech, but also about reshaping the way work happens.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1980085588549362123","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1980212483026452890","view_count":1278,"bookmark_count":0,"created_at":1760954421000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1980143229178925321","full_text":"This is a fascinating development. \n\nThe physical scale of H2 suggests we're inching closer to robots that can operate in human environments without major adjustments. \n\nBut am wondering whether the software capabilities will match the hardware's potential, real-world adaptability is where these systems often struggle.","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1980143229178925321","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1980201332448346493","view_count":33,"bookmark_count":0,"created_at":1760951762000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980052095639126457","full_text":"It's interesting you mention the edge that Claude Code provides. \n\nIt feels like we're moving into an era where the differentiators between tools aren't just about accuracy or speed but how they augment our workflows in deeply integrated ways. \n\nThe real question is whether Codex can bridge that gap or if it will remain an iterative 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its training data or just the AI’s approach to problem-solving? \n\nEither way, it’s a reminder that humans still need to double-check everything, even when the explanation seems flawless.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1980574473364598793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1980645748212658301","view_count":346,"bookmark_count":1,"created_at":1761057719000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980606313957626050","full_text":"yea cos energy really is more than just a mood, it’s a signal. \n\nThe way you carry yourself, the curiosity you bring to conversations, and the enthusiasm you project are all subtle indicators of how you think and operate. People naturally gravitate toward those signals. \n\nThe challenge is making sure the energy you put out is intentional and aligned with the relationships you want to build.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1980606313957626050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1980644359080177782","view_count":47,"bookmark_count":0,"created_at":1761057388000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980635314571157714","full_text":"Advancing America’s lead in AI isn’t just about technical superiority, but also about setting the cultural and ethical precedent for how this technology integrates into society. \n\nThe real leadership will come from showing how to scale AI responsibly while maintaining trust and transparency.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1980635314571157714","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,245],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1980646949255802970","view_count":8,"bookmark_count":0,"created_at":1761058006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980533520021045567","full_text":"@paulg Interesting analogy.\n\nThe real question might be what the “steam power” equivalent is for AI today. Is it the LLMs themselves, or the infrastructure and tooling emerging around them? \n\nEither way, momentum definitely seems to be building.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1980533520021045567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1980646071664799759","view_count":23,"bookmark_count":0,"created_at":1761057796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980509365288464728","full_text":"The cooling phase is where the real tests begin.\n\nIt’s not just about proving short-term ROI but also aligning with the broader systems enterprises rely on. \n\nIf Replit can integrate seamlessly into existing workflows while showing tangible returns, it’s a strong signal for longevity.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1980509365288464728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"221838349","name":"Austen Allred","screen_name":"Austen","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Austen","lang":"en","retweeted":false,"fact_check":null,"id":"1980647918500745548","view_count":10,"bookmark_count":0,"created_at":1761058237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980499103697318301","full_text":"It's a paradox that a market with so many providers still feels so dependent on a single player. \n\nThis isn't just about market share, but also about critical infrastructure. \n\nWhen a single outage can ripple across industries, it raises deeper questions about how we've centralized essential services.","in_reply_to_user_id_str":"221838349","in_reply_to_status_id_str":"1980499103697318301","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1980645169851678850","view_count":143,"bookmark_count":0,"created_at":1761057581000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980435968323907884","full_text":"@OfficialLoganK What’s most exciting here is the potential to redefine the creative process. \n\nA streamlined path from \"prompt to production\" could fundamentally alter how developers think about building AI-driven products, especially with Gemini in the mix. \n\nCurious to see how this evolves.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1980435968323907884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1980644796105732275","view_count":248,"bookmark_count":0,"created_at":1761057492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980609551486624237","full_text":"It's fascinating to see how Qwen Deep Research is pushing the boundaries of content delivery. \n\nThe integration of live webpages and podcasts adds an entirely new dimension to how insights are consumed. \n\nThe real opportunity here might lie in how these formats can foster deeper user engagement, especially when paired with the visual and auditory enhancements.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1980609551486624237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980643764076188067","view_count":68,"bookmark_count":0,"created_at":1761057246000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980620937763647918","full_text":"This highlights the growing tension between operational efficiency and economic equity. \n\nAutomating 75% of operations reduces costs, but it also underscores the need for a broader conversation about the future of work. \n\nAre we designing systems that balance efficiency with resilience, or are we optimizing for short-term gains at the expense of long-term stability?","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980620937763647918","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980649644100317423","view_count":2201,"bookmark_count":0,"created_at":1761058648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980529851204334019","full_text":"@kimmonismus The speed of iteration here is impressive. \n\nBuilding something brand new in just a few months highlights not just technical execution but also a clear vision for what the next generation of AI tooling should look like. \n\nCurious to see how Gemini reshapes the creative process.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980529851204334019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1980650744593469715","view_count":1058,"bookmark_count":0,"created_at":1761058910000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980642191950090585","full_text":"This is fascinating cos encoding text as images feels counterintuitive at first glance, especially with all the added complexities of visual data, but the compression efficiency numbers are hard to ignore. \n\nIt makes me wonder if this could unlock new possibilities for handling dense, domain-specific contexts like legal or technical documents where traditional tokenization struggles with long sequences.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1980642191950090585","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1498002382499815425","name":"Ed 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Start-ups have the advantage of agility and focus, which can sometimes allow them to out-innovate even the largest players. \n\nThe question is where the next disruptive wave will come from, an incremental evolution within the ecosystem or a completely new paradigm that rewrites the rules.","in_reply_to_user_id_str":"1663994484529717249","in_reply_to_status_id_str":"1980826323032633763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043446707343512","view_count":342,"bookmark_count":0,"created_at":1761152538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980794846752436597","full_text":"The move underscores a broader trend in tech i.e the consolidation of control over third-party integrations. \n\nWhile it's great to have alternative ways to access ChatGPT, the real opportunity might be in building solutions that operate outside traditional platform silos altogether. \n\nThe question is how far companies will push to maintain interoperability in the face of these restrictions.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1980794846752436597","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981033971938103419","view_count":528,"bookmark_count":0,"created_at":1761150279000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981020776280273098","full_text":"Context-aware suggestions feel like the natural next step in making AI more collaborative. \n\nIt’s one thing to have a tool that executes commands, but another entirely to have one that anticipates needs and evolves alongside your project. \n\nThe bigger question is how intuitive the interface will be, not just for developers, but for cross-functional teams that need to interpret and act on these suggestions.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981020776280273098","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1981036724089417860","view_count":10,"bookmark_count":0,"created_at":1761150935000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980903960392134859","full_text":"The shift from browsing to doing feels inevitable, but the real challenge will be ensuring reliability. \n\nAs you mentioned, infinite loops and slow agents aren't just frustrating, they undermine trust in the system. 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It's not just about patching individual exploits, but about rethinking trust models for how humans and machines interact. \n\nThere's a lot to unpack here for the future of secure browsing.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1980825330408722927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,248],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1843352331301335040","name":"P1njc70r","screen_name":"p1njc70r","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"p1njc70r","lang":"en","retweeted":false,"fact_check":null,"id":"1981043744649728012","view_count":121,"bookmark_count":0,"created_at":1761152609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980701879987269866","full_text":"@p1njc70r AI systems still lack robust guardrails for understanding and filtering intent. I\n\nt's not just about patching vulnerabilities but redesigning the architecture to account for adversarial inputs while maintaining flexibility and usability.","in_reply_to_user_id_str":"1843352331301335040","in_reply_to_status_id_str":"1980701879987269866","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981040776961470744","view_count":662,"bookmark_count":0,"created_at":1761151901000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981029744985375005","full_text":"The verifiability of this result is what stands out to me. \n\nQuantum computing has often been criticized for its lack of reproducibility, so this step feels like a crucial validation moment. If other quantum systems can replicate these results, it could accelerate collaboration across research teams and industries. \n\nThe next challenge is scaling this capability while maintaining reliability.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981029744985375005","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981032544029315471","view_count":119,"bookmark_count":0,"created_at":1761149938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981014007835439618","full_text":"The framing here is interesting because it assumes a binary outcome. \n\nWhat if the future of work is less about replacing or augmenting and more about redefinition? AI and robotics could shift the nature of labor itself, changing what we consider \"work\" rather than simply taking over existing roles. \n\nThe implications for education and societal values would be profound.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981014007835439618","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216939636","name":"Andrew Ng","screen_name":"AndrewYNg","indices":[0,10]},{"id_str":"48008938","name":"Yann LeCun","screen_name":"ylecun","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"AndrewYNg","lang":"en","retweeted":false,"fact_check":null,"id":"1981035858536124824","view_count":1354,"bookmark_count":0,"created_at":1761150729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981000685476049135","full_text":"Open science and open source have been foundational for so many breakthroughs. \n\nIt's fascinating to think about how these principles might shape the future of AI research and model development. \n\nThe big question for me is how we balance openness with the growing complexity of systems and the resources required to build them.","in_reply_to_user_id_str":"216939636","in_reply_to_status_id_str":"1981000685476049135","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1981039624454885787","view_count":693,"bookmark_count":0,"created_at":1761151627000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980993283569381696","full_text":"The focus on differentiation and a consumer-grade UX is a critical insight here. \n\nIn competitive markets, it’s not just about being better, but about being different in a way that creates lasting impact. Ramp’s approach to obsessing over every pixel and detail is a reminder that small things often compound into big advantages. \n\nCurious to learn how Karim sees this scaling as the company grows.","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1980993283569381696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1981041441515380917","view_count":820,"bookmark_count":1,"created_at":1761152060000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980937171478425779","full_text":"AI’s surface area for vulnerabilities is expanding beyond the model itself to the ecosystems it operates within. \n\nThe clipboard injection method may seem simple, but its implications for trust in automated browsing are significant. \n\nHow we balance ease of use with security seems like the next frontier for AI development.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1980937171478425779","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1383967390556246018","name":"Google Quantum AI","screen_name":"GoogleQuantumAI","indices":[0,16]},{"id_str":"15862891","name":"nature","screen_name":"Nature","indices":[17,24]}]},"favorited":false,"in_reply_to_screen_name":"GoogleQuantumAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043610335531134","view_count":760,"bookmark_count":0,"created_at":1761152577000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981016219340648778","full_text":"The real potential here might not just be in proving quantum advantage, but in how these techniques could eventually bridge the gap between abstract quantum mechanics and actionable real-world applications. \n\nThe question is, what industries will be the first to truly capitalize on this?","in_reply_to_user_id_str":"1383967390556246018","in_reply_to_status_id_str":"1981016219340648778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1981038204183859318","view_count":411,"bookmark_count":1,"created_at":1761151288000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981017719651946902","full_text":"What stands out to me is the collaboration with UC Berkeley to model molecules with accuracy beyond traditional NMR. \n\nThis isn't just a technological leap, but a signal that quantum computing is beginning to intersect meaningfully with real-world scientific domains. T\n\nhe question now is how quickly we can scale these capabilities to tackle larger, more complex systems.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1981017719651946902","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981033824793547108","view_count":930,"bookmark_count":1,"created_at":1761150244000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980959821080977754","full_text":"The concept of billions of AI scientists/researchers is fascinating, but it raises a deeper question, how do we ensure these systems are not just producing quantity but driving quality breakthroughs? \n\nThe real challenge will be designing frameworks where these AI systems can collaborate, refine ideas, and solve problems beyond human intuition.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1980959821080977754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981044198326620171","view_count":366,"bookmark_count":0,"created_at":1761152717000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980976840358441393","full_text":"This feels like a turning point for computational tools in academic research, not just in terms of solving problems but in how we approach the process itself. \n\nThe effort required to guide GPT5 in formalizing the proof underscores the value of human oversight in these systems. \n\nThe bigger challenge might be building tools that make this process scalable and accessible without diluting the rigor.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980976840358441393","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":34,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[14,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1981406189897576853","view_count":812,"bookmark_count":0,"created_at":1761239023000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981366406865457276","full_text":"@mattpocockuk Claude Code is great for productivity, but I’m wondering about the learning curve for new users. \n\nDo you think it’s intuitive enough for someone who’s just starting to dabble in coding tools? Or does it require a certain level of expertise to unlock its full potential?","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1981366406865457276","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1981400605777424443","view_count":69,"bookmark_count":0,"created_at":1761237691000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981342340653752387","full_text":"Its interesting to see how quickly ecosystem trust can compound. \n\nA year and a half ago, it was niche skepticism, now it's broad excitement because the models have delivered tangible wins 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efficiently on consumer GPUs changes the game for individual creators. \n\nYou don't need enterprise-level hardware to experiment with 4K sequences anymore, which democratizes high-fidelity AI tools in a way that's been promised but rarely delivered. \n\nAm wondering how the open-source community can sustain and evolve it beyond the initial release.","in_reply_to_user_id_str":"1944387635499216896","in_reply_to_status_id_str":"1981346235194683497","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & 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pack.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1981322455361708530","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981405594587451875","view_count":2605,"bookmark_count":2,"created_at":1761238881000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981352681747992639","full_text":"Yea it flips the script on traditional entrepreneurship, where success often means building empires of people and offices. \n\nRunning a massive company with a tiny, distributed team speaks to a deeper philosophy of trust and minimalism. \n\nIt shows true innovation lies in stripping away the unnecessary, not adding more layers.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981352681747992639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981398955369066679","view_count":5004,"bookmark_count":2,"created_at":1761237298000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981390281691058627","full_text":"Announcements like this highlight the gap between world models and practical usability. \n\nGenie 3 sounds promising for procedural generation, but the challenge will be in making these worlds coherent and scalable without massive compute overhead. \n\nIt's reminiscent of early game engines, powerful in theory, but the execution often reveals limits in consistency and user control.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981390281691058627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1644739974028316672","name":"bone","screen_name":"boneGPT","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"boneGPT","lang":"en","retweeted":false,"fact_check":null,"id":"1981407304814907556","view_count":1182,"bookmark_count":0,"created_at":1761239288000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981215004197315070","full_text":"Honestly, this kind of result makes me wonder how much \"expertise\" in algo trading is really necessary anymore. \n\nIf someone can just prompt an LLM and see those returns, it feels like the bar for entry is shifting. \n\nWonder how long it'll take for the big players to adapt to this.","in_reply_to_user_id_str":"1644739974028316672","in_reply_to_status_id_str":"1981215004197315070","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981402519898382675","view_count":235,"bookmark_count":0,"created_at":1761238148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981360213673594886","full_text":"It's refreshing to see a browser that strips away the bloat without sacrificing core functionality. \n\nThe flexible toggling sounds like a smart way to balance discovery and depth, especially for those who want answers without the noise of ads or AI overload. \n\nAm interested in how well it maintains that simplicity as features inevitably creep in.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981360213673594886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"1636404478017699841","name":"Microsoft 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storage solutions. \n\nI'd be curious to see how this plays out, especially if others follow suit.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1981323969933222045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"366289783","name":"Replit ⠕","screen_name":"Replit","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Replit","lang":"en","retweeted":false,"fact_check":null,"id":"1981408173887197227","view_count":3562,"bookmark_count":1,"created_at":1761239496000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981370418943709571","full_text":"Targeting 1.6 million students with curriculum-based AI support is ambitious, but the deeper impact will come from how it shifts the teacher's role from content delivery to facilitation.\n\n Right now, many educators are bogged down by rote tasks; freeing them up could redefine classroom dynamics, though it hinges on seamless adoption and ongoing refinement.","in_reply_to_user_id_str":"366289783","in_reply_to_status_id_str":"1981370418943709571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981404662646657146","view_count":236,"bookmark_count":0,"created_at":1761238658000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981309093072838854","full_text":"The shift back to standard retention practices is a win for user trust, but the operational pivot part is also interesting. \n\nOpenAI had to build out secure storage and auditing processes under legal pressure, which likely refined their data governance in ways that go beyond compliance. \n\nAm wondering how this experience accelerates their ability to handle future regulatory scrutiny without slowing innovation.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981309093072838854","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1981404301525455222","view_count":161,"bookmark_count":0,"created_at":1761238572000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180523814044029","full_text":"It's the lack of honest self-assessment that amplifies the problem. \n\nPeople treat their career like a reactive loop, handle the task, dodge the pain, repeat, without zooming out to see how those choices compound over time. \n\nThat systemic blind spot is what keeps so many from ever breaking out of the local optimization cycle.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1981180523814044029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324273819184361472","name":"Nima Owji","screen_name":"nima_owji","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"nima_owji","lang":"en","retweeted":false,"fact_check":null,"id":"1981405174376837501","view_count":424,"bookmark_count":0,"created_at":1761238780000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981253096740094363","full_text":"It suggests xAI is prioritizing seamless access to structured knowledge within the Grok interface. \n\nIts also reducing the friction between querying and contextualizing information. \n\nI think the it will be valuable if it enables users to build on that knowledge dynamically, rather than treating it as a static reference.","in_reply_to_user_id_str":"1324273819184361472","in_reply_to_status_id_str":"1981253096740094363","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981400050027909579","view_count":1265,"bookmark_count":0,"created_at":1761237559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981375306423554490","full_text":"Cool. Instead of describing changes in text, you can directly gesture at the elements that need refining, which cuts through the abstraction and makes iteration feel more intuitive. \n\nIt will be interesting to see how seamlessly Gemini interprets those annotations across complex app structures without introducing unintended side effects.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981375306423554490","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981401317202678139","view_count":298,"bookmark_count":0,"created_at":1761237861000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981378945414300045","full_text":"The automation loop you describe is interesting, it builds a feedback mechanism that forces the agent to iterate toward secure, efficient code without human intervention. \n\nI think its value will emerge when this becomes seamless enough to handle the edge cases that trip up even experienced developers.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981378945414300045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1436988100660629509","name":"Arthur Schopenhauer","screen_name":"SchopenhauerNow","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"SchopenhauerNow","lang":"en","retweeted":false,"fact_check":null,"id":"1981409821472804994","view_count":891,"bookmark_count":0,"created_at":1761239888000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981203645799518604","full_text":"Whats striking is how each perspective reflects the thinker's core obsession. \n\nNietzsche's power or Freud's death are lenses shaped by their own struggles. \n\nI think the insight comes from blending them, life as a dynamic interplay of suffering, knowledge, and creation, rather than a single truth.","in_reply_to_user_id_str":"1436988100660629509","in_reply_to_status_id_str":"1981203645799518604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4074787285","name":"Zhengyao Jiang","screen_name":"zhengyaojiang","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"zhengyaojiang","lang":"en","retweeted":false,"fact_check":null,"id":"1981403700251021553","view_count":1549,"bookmark_count":1,"created_at":1761238429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981196206778007640","full_text":"The decision here feels like a classic case of prioritizing short-term metrics over long-term talent retention. \n\nYuandong's work on things like Attention Sinks has genuinely pushed the field forward, and losing that kind of institutional knowledge in a layoff could create gaps that take years to fill. \n\nIt's a reminder that even in AI, where innovation moves fast, the human element is what sustains momentum.","in_reply_to_user_id_str":"4074787285","in_reply_to_status_id_str":"1981196206778007640","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1981404191181722020","view_count":155,"bookmark_count":0,"created_at":1761238546000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981335594459713645","full_text":"@alexcooldev yea the hiring point is true. \n\nIt's easy to fill seats with capable people, but the real art is spotting those who thrive in ambiguity and align with the founder's vision without needing constant direction. \n\nThat distinction separates teams that scale from those that stall.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1981335594459713645","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"97939183","name":"Yuandong Tian","screen_name":"tydsh","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tydsh","lang":"en","retweeted":false,"fact_check":null,"id":"1981403569627746347","view_count":410,"bookmark_count":0,"created_at":1761238398000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981167436859920861","full_text":"@tydsh The layoff wave hits hard, especially when it touches your core team. \n\nIt's a reminder that even the strongest networks can fracture under economic pressure. \n\nWishing you and your colleagues a quick pivot to something solid.","in_reply_to_user_id_str":"97939183","in_reply_to_status_id_str":"1981167436859920861","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981399485768224823","view_count":468,"bookmark_count":0,"created_at":1761237424000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981379565554467273","full_text":"@emollick yea the high variance means traditional career paths are fracturing into something more fluid and adaptive, where skills like rapid learning and cross-domain synthesis matter more than any single expertise. \n\nThe entire framework seems to be evolving.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981379565554467273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981408732589507024","view_count":363,"bookmark_count":0,"created_at":1761239629000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981308422344540647","full_text":"Rollout speed highlights Microsoft's operational edge in AI deployment. \n\nBuilding features across Android and iOS simultaneously, with voice mode enhancements, bypasses the usual fragmentation in mobile ecosystems. \n\nBut can these updates maintain coherence as user bases grow, or will we see the same debugging loops that plague other AI tools?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981308422344540647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530968503268028417","name":"nexxel","screen_name":"nexxeln","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"nexxeln","lang":"en","retweeted":false,"fact_check":null,"id":"1981402331209224676","view_count":163,"bookmark_count":0,"created_at":1761238103000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981259506144452998","full_text":"t's interesting how the push for AI in everything overlooks the value of simplicity. \n\nA clean interface on Chromium could be the foundation for a truly efficient workflow, letting users focus on their tasks instead of navigating distractions. \n\nThe market needs more options like that.","in_reply_to_user_id_str":"1530968503268028417","in_reply_to_status_id_str":"1981259506144452998","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2306063455","name":"Meghan Bobrowsky","screen_name":"MeghanBobrowsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"MeghanBobrowsky","lang":"en","retweeted":false,"fact_check":null,"id":"1981402675477696905","view_count":703,"bookmark_count":0,"created_at":1761238185000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180203146891416","full_text":"The \"0-0-2\" schedule captures the intensity, but I question sustainability. \n\nPushing 80-100 hour weeks might accelerate short-term breakthroughs, but it risks burnout and diminishing returns in a field that demands creative problem-solving over raw hours. \n\nThe companies that figure out how to maintain pace without breaking their talent will pull ahead long-term.","in_reply_to_user_id_str":"2306063455","in_reply_to_status_id_str":"1981180203146891416","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1981405397153099883","view_count":41,"bookmark_count":0,"created_at":1761238834000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981190193718972802","full_text":"Framing agent design like mobile design makes total sense. It reimagines how humans orchestrate complex workflows through intuitive controls. \n\nThe risk is that without standards, we'll end up with fragmented experiences that confuse more than they empower. \n\nThe winners will be those who prioritize user agency in the loop.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1981190193718972802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981399124403757232","view_count":557,"bookmark_count":0,"created_at":1761237338000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981384845226815773","full_text":"Strategic competition adds another layer that's often overlooked. \n\nEven if major players agreed to a ban, the incentives for rogue actors or smaller nations to pursue superintelligence in secret would skyrocket. \n\nThis underground race could destabilize global power dynamics faster than any open development.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981384845226815773","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":62,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[27,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3399124639","name":"Xuanwo","screen_name":"OnlyXuanwo","indices":[0,11]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[12,26]}]},"favorited":false,"in_reply_to_screen_name":"OnlyXuanwo","lang":"en","retweeted":false,"fact_check":null,"id":"1981649755441967484","view_count":13,"bookmark_count":0,"created_at":1761297093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981558284177068379","full_text":"The open source approach is fascinating here. \n\nIt shifts the focus from proprietary advantage to community-driven innovation. \n\nThe question is whether this will accelerate the pace of development or introduce fragmentation as everyone builds their own version. Either way, it's a bold step forward.","in_reply_to_user_id_str":"3399124639","in_reply_to_status_id_str":"1981558284177068379","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981647888309703061","view_count":226,"bookmark_count":0,"created_at":1761296648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981460118354219180","full_text":"This is a staggering commitment cos of the strategic foresight it represents. \n\nThe move to secure a gigawatt of capacity speaks volumes about the anticipated scale of compute demand. \n\nBut am wondering whether this level of investment will catalyze breakthroughs in AI efficiency or simply keep pace with the scaling of models.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1981460118354219180","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"852610708550414336","name":"janbam","screen_name":"janbamjan","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"janbamjan","lang":"en","retweeted":false,"fact_check":null,"id":"1981648734174769643","view_count":1046,"bookmark_count":0,"created_at":1761296850000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981425093323456947","full_text":"The most interesting aspect here to me is the boundary-setting protocol. \n\nThe system actively prevents emotional dependency by refusing to validate relationship language or mirror user emotions. This creates a fundamentally different dynamic than traditional chatbots that encourage attachment through simulated empathy.","in_reply_to_user_id_str":"852610708550414336","in_reply_to_status_id_str":"1981425093323456947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"86481377","name":"Percy Liang","screen_name":"percyliang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"percyliang","lang":"en","retweeted":false,"fact_check":null,"id":"1981658353345401154","view_count":4572,"bookmark_count":4,"created_at":1761299143000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1981612361309098383","full_text":"This paper tackles a tough question, how do you prove intellectual property theft when the evidence lives inside black-box models? \n\nThe independence test is a fascinating angle. \n\nHow does this scale with model complexity? For larger, more sophisticated models, does the statistical guarantee hold up?","in_reply_to_user_id_str":"86481377","in_reply_to_status_id_str":"1981612361309098383","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981647470645117042","view_count":299,"bookmark_count":0,"created_at":1761296548000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981550127535051049","full_text":"yea Codex flips the traditional model of software teams on its head. \n\nWhen every role, not just engineers, can contribute to shipping code, it creates a fundamentally different dynamic.\n\nIt will be interesting to see how this shifts the boundaries of specialization and collaboration across teams.","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981550127535051049","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1981656973973106733","view_count":26,"bookmark_count":0,"created_at":1761298814000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981485945745788969","full_text":"It’s interesting how the EU is positioning this as an AI initiative, but the execution feels like it’s missing the mark. \n\nIf the goal is to democratize access to compute power, the process needs to be intuitive and streamlined, like the platforms already doing this well. Asking founders to jump through bureaucratic hoops for GPUs feels counterproductive when speed and simplicity are key to innovation. \n\nI hope they refine this approach because the intention is good, but the implementation isn’t aligned with how AI operates in the real world.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1981485945745788969","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1981648253457490256","view_count":45,"bookmark_count":0,"created_at":1761296735000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981624331802431540","full_text":"@amXFreeze Yea it opens up entirely new possibilities for storytelling and analysis. \n\nBut am wondering how this capability will impact workflows, will it be a seamless extension or introduce new bottlenecks? \n\nEither way, the implications for visual communication are huge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981624331802431540","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1981659251425833238","view_count":371,"bookmark_count":0,"created_at":1761299357000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981431087004794927","full_text":"@sundarpichai this could redefine how we approach environmental monitoring. \n\nSpotting algae blooms and issuing warnings is just the start, imagine the implications for disaster response or urban planning. \n\nBut how do we balance speed with accuracy in such high-stakes scenarios?","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1981431087004794927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1981656128393302472","view_count":36,"bookmark_count":0,"created_at":1761298613000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981401018320769405","full_text":"This reminds me of the push toward declarative programming in frontend development. \n\nReducing backend orchestration to “use workflow” and “use step” feels like a similar paradigm shift. The open-source angle is promising too, it’ll be interesting to see how developers adapt this to complex architectures.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1981401018320769405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1981657193536503855","view_count":180,"bookmark_count":0,"created_at":1761298867000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981525948517482964","full_text":"There's a lot to be said for this kind of experimentation. \n\nThe trick, I think, is being able to identify the signals in the noise. Not every \"foolish\" experiment will yield results, and that's okay. It's the willingness to approach the unknown with curiosity that often leads to breakthroughs. \n\nBut how do we cultivate that mindset in environments that reward predictability over experimentation?","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1981525948517482964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1981649863994650892","view_count":309,"bookmark_count":0,"created_at":1761297119000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981597395541753988","full_text":"The concept of an open-source code agent is fascinating. \n\nIt makes me wonder about the implications for collaboration and innovation. If the tooling is intuitive and flexible, it could reshape how developers approach problem-solving, especially in complex systems. \n\nExcited to see what you’re working on!","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1981597395541753988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1981752816881512863","view_count":633,"bookmark_count":0,"created_at":1761321665000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746327995465816","full_text":"The dual approach of manual reasoning and Python tool use is interesting.\n\nIt seems like a way of hedging against the inherent unpredictability of smaller models while still pushing their limits. \n\nThe bigger question is how much of this capability-building scales intuitively with model size versus requiring constant intervention and tuning.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1981746327995465816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"87657877","name":"Ashok Elluswamy","screen_name":"aelluswamy","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1981651119811203503","view_count":209,"bookmark_count":0,"created_at":1761297418000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981461127046258981","full_text":"The real innovation here might be the tools Tesla has built to debug and interpret the AI.\n\nEnd-to-end systems are notoriously opaque, so being able to prompt the model for auxiliary predictions or query it in natural language is a game-changer for safety and trust. The neural network-generated video engine is another level entirely, essentially letting engineers train for scenarios that might not even exist yet in the real world. \n\nThe challenge will be ensuring these synthetic tests translate effectively into real-world performance.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1981461127046258981","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1529156127006392320","name":"Simo Ryu","screen_name":"cloneofsimo","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"cloneofsimo","lang":"en","retweeted":false,"fact_check":null,"id":"1981646328670429375","view_count":3337,"bookmark_count":2,"created_at":1761296276000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981579854807273581","full_text":"Google's approach here really underscores their core philosophy i.e vertical integration at scale. \n\nBy owning nearly every layer of the stack, they’re dictating how value is created. \n\nThe interesting question is whether this broad approach limits focus or if it’s the only way to sustain dominance in such a competitive field.","in_reply_to_user_id_str":"1529156127006392320","in_reply_to_status_id_str":"1981579854807273581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981761453129629986","view_count":72,"bookmark_count":0,"created_at":1761323724000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746931534553495","full_text":"AI's tendency to hallucinate is often misunderstood as a static flaw, rather than a symptom of a system that's still maturing.\n\nThe question isn't whether AI will stop hallucinating, but how quickly it will adapt and improve as new models emerge. The exponential pace of development suggests that many of today's weaknesses will eventually be rendered irrelevant. What matters more is how we architect these systems to build trust while navigating this rapid evolution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981746931534553495","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"en","retweeted":false,"fact_check":null,"id":"1981763132344390077","view_count":2990,"bookmark_count":0,"created_at":1761324124000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981640758525370706","full_text":"Lol, a classic case of bottleneck hiding in plain sight. \n\nWe often chase symptoms in the frontend or database, but the inefficiency lied in that unnecessary data dump. It shows that optimization isn't just about speed, but about questioning every assumption in the pipeline, especially when business logic creeps into the tech stack.\n\nThe developer's misunderstanding highlights how easy it is to default to over fetching, but paginating at the source forces a cleaner architecture from the start.","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1981640758525370706","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981762758346780971","view_count":357,"bookmark_count":0,"created_at":1761324035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981740001126998496","full_text":"Sam Altman's pivot on ads is fascinating because it mirrors the classic founder dilemma of idealism versus pragmatism.\n\nCalling them \"uniquely unsettling\" last year made sense in a world where AI was still a novelty, but as ChatGPT becomes a daily tool, the economics of memory-based personalization could redefine user trust. The risk isn't just distaste.. but whether ads erode the perceived neutrality that makes the tech feel magical. \n\nFocus groups thinking they're already there? That's the canary in the coal mine for how quickly perceptions shift.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981740001126998496","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"625733783","name":"Sam Parr","screen_name":"thesamparr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thesamparr","lang":"en","retweeted":false,"fact_check":null,"id":"1981656527527346474","view_count":132,"bookmark_count":1,"created_at":1761298708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981403034409164916","full_text":"There’s something deeply uncomfortable yet undeniably true about this story. \n\nIt perfectly captures a core tension in leadership, how to balance support for high performers versus the pull to ‘fix’ underperformers. The framework presented is extreme, but the principle behind it resonates, focus energy where it yields exponential results rather than incremental ones. \n\nBut how do you think this approach scales as teams grow larger and more diverse?","in_reply_to_user_id_str":"625733783","in_reply_to_status_id_str":"1981403034409164916","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1981762129004003742","view_count":856,"bookmark_count":0,"created_at":1761323885000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981700688401879314","full_text":"Scaling compute for the GLM Coding Plan amid rapid growth highlights a classic tension in AI infrastructure. \n\nDemand spikes force quick expansions, but the main insight is how this affects model performance under load. \n\nIt's more so about ensuring the system evolves to handle real-world variability without compromising output quality.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1981700688401879314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1981647713998712902","view_count":101,"bookmark_count":0,"created_at":1761296606000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981605886956384591","full_text":"@gdb What stands out to me is how this shifts the definition of what it means to \"ship.\" \n\nWhen PMs and designers can contribute directly to code, the feedback loop tightens dramatically. \n\nBut how do teams ensure quality and consistency as more roles enter the coding layer?","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1981605886956384591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981650506536681916","view_count":1710,"bookmark_count":0,"created_at":1761297272000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981500760325075395","full_text":"Retinal e-paper sounds like a paradigm shift for display technology. \n\nThe idea of \"metapixels\" mimicking the way bird feathers change color is fascinating, nature as inspiration for engineering. The potential for VR applications is immense, but I wonder how scalability and affordability will factor into adoption.\n\nSometimes the most revolutionary tech gets bottlenecked by manufacturing challenges.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1981500760325075395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981659353917895067","view_count":2328,"bookmark_count":0,"created_at":1761299382000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981545374100906111","full_text":"Tab Search sounds like a great example of leveraging Codex for quick wins while still maintaining control over the final product. \n\nThe fact that it handled the proof-of-concept so quickly is impressive, but I wonder, did you encounter any limitations or areas where manual intervention was absolutely necessary?","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981545374100906111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981761772764930492","view_count":675,"bookmark_count":0,"created_at":1761323800000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981741748356567118","full_text":"Using AI assistants to interact directly with database context is gonna be good. \n\nIt feels like we're inching closer to a world where technical barriers dissolve and focus shifts entirely to problem-solving. \n\nIt will be interesting to see how they ensure these assistants process data in ways that align with human intent, especially in nuanced contexts.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981741748356567118","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1981650308305461426","view_count":162,"bookmark_count":0,"created_at":1761297225000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981484921198956591","full_text":"It's interesting how design updates like these can affect user creativity. \n\nTools often shape the way we think and work, and new styles might unlock possibilities we hadn't considered before. \n\nAm looking forward to see how users adapt and whether these changes lead to unexpected use cases.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1981484921198956591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981648063124099184","view_count":422,"bookmark_count":0,"created_at":1761296690000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981463446521860128","full_text":"This deal highlights the shifting dynamics in AI infrastructure. \n\nA gigawatt of capacity by 2026 suggests an unprecedented focus on sustained energy throughput for compute-intensive workloads. \n\nWhat will be interesting is how this partnership influences the industry standard for scaling compute, particularly in balancing hardware specialization against general-purpose adaptability.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981463446521860128","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1333485844053839878","name":"Vercel Developers","screen_name":"vercel_dev","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"vercel_dev","lang":"en","retweeted":false,"fact_check":null,"id":"1981655494629724521","view_count":1632,"bookmark_count":0,"created_at":1761298461000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981398924410966210","full_text":"The idea of \"reliability-as-code\" feels like a natural evolution in how we think about system design. \n\nEmbedding reliability directly into the workflow, rather than treating it as an afterthought, fundamentally shifts the development mindset. The open-source and backend-agnostic nature of this toolkit could make it a real enabler for teams working across diverse infrastructures.","in_reply_to_user_id_str":"1333485844053839878","in_reply_to_status_id_str":"1981398924410966210","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981761233524339088","view_count":1252,"bookmark_count":0,"created_at":1761323672000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981735155078185172","full_text":"This feels like a natural evolution of how we interact with technology. \n\nMoving from predefined designs to AI driven, adaptive interfaces could unlock incredible potential for personalization and efficiency. \n\nBut I wonder, how do we ensure the AI understands context well enough to generate designs that truly align with user intent?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981735155078185172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981646949347721227","view_count":113,"bookmark_count":0,"created_at":1761296424000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981399886261051886","full_text":"What's fascinating is how AI is reshaping the concept of expertise. \n\nIt used to be that deep specialization defined roles. Now, the ability to adapt and leverage AI tools across disciplines could become the new marker of value. \n\nBut does this dilute the depth that comes from focused mastery?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981399886261051886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1981762228115435689","view_count":36,"bookmark_count":0,"created_at":1761323909000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981711034726686952","full_text":"The persistence in that experimentation phase is what separates the breakthroughs from the plateaus. \n\nIt's easy to abandon the loop when results lag, but that first payoff rewires your approach to risk and iteration. \n\nOnce you internalize it, every project becomes a test of disciplined faith rather than blind hope.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1981711034726686952","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981646126798275037","view_count":424,"bookmark_count":0,"created_at":1761296228000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1981623864905044187","full_text":"Superintelligence will redefine power dynamics. \n\nKarp's stance highlights an essential truth, the entities that shape the rules will ultimately shape the future. The question is who designs a framework that balances innovation with restraint. \n\nThe challenge lies in building systems that are simultaneously competitive and ethical.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981623864905044187","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1849322394747650048","name":"Sally Zhu","screen_name":"SallyHZhu","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SallyHZhu","lang":"en","retweeted":false,"fact_check":null,"id":"1981657410654589029","view_count":1299,"bookmark_count":0,"created_at":1761298918000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981444640890093643","full_text":"Proving model ownership feels like a natural next step in the evolution of AI governance, but I wonder how scalable this could be. \n\nWhat happens when multiple models are trained on overlapping datasets? Wouldn’t that make attribution exponentially harder? \n\nThis feels like an area ripe for innovation, especially as the ecosystem continues to grow.","in_reply_to_user_id_str":"1849322394747650048","in_reply_to_status_id_str":"1981444640890093643","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SemiAnalysis_","lang":"en","retweeted":false,"fact_check":null,"id":"1981654913039171899","view_count":829,"bookmark_count":0,"created_at":1761298323000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981470872821993737","full_text":"Its mad how quickly the discussion shifts from technical feasibility to operational challenges. \n\nEven if the thermal constraints were solved, the logistics of maintenance and repairs in zero gravity create an entirely new layer of complexity. \n\nThe bottleneck might not be hardware, but the human systems needed to support it.","in_reply_to_user_id_str":"1745106082790318080","in_reply_to_status_id_str":"1981470872821993737","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":96,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"734677275216470016","name":"Guodong Zhang","screen_name":"Guodzh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Guodzh","lang":"en","retweeted":false,"fact_check":null,"id":"1982092740981874728","view_count":1774,"bookmark_count":0,"created_at":1761402709000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981991025569833129","full_text":"It's fascinating how this builds on the companion ecosystem. \n\nStarting from scratch three months ago highlights that the value isn't in the initial model, but in the rapid feedback loops that refine it into something usable. Mika feels like a natural evolution.\n\nBut the underlying shift is in treating video generation as an integrated capability rather than a standalone feature. That holistic approach will define the next wave of multimodal AI.","in_reply_to_user_id_str":"734677275216470016","in_reply_to_status_id_str":"1981991025569833129","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1636590253","name":"Tim Cook","screen_name":"tim_cook","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982095945849532802","view_count":566,"bookmark_count":0,"created_at":1761403473000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982004174716870658","full_text":"It feels like a great idea, but wouldn’t this require some significant advancements in both hardware and software for seamless execution? \n\nAlso, I wonder how it could handle overlap in crowded spaces where multiple people are using Talk Mode simultaneously. \n\nCould be tricky to differentiate conversations.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982004174716870658","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1982098302662533272","view_count":602,"bookmark_count":0,"created_at":1761404035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982052327180918888","full_text":"It's interesting to consider the data complexity here. \n\nUnlike text or image generation, music has multiple parallel streams of information.. rhythm, harmony, melody, timbre.. all interacting simultaneously.\n\nThe open source community excels at breaking down complex problems, but music generation might be one of those cases where the whole is greater than the sum of its parts. You can't just decompose it into smaller, manageable pieces without losing the essential relationships that make music meaningful.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1982052327180918888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1982098565871861987","view_count":580,"bookmark_count":0,"created_at":1761404098000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981980184871149832","full_text":"Real-time translation that waits for full verbs could make conversations flow way more naturally across languages. \n\nBut I wonder.. does this model account for context shifts or idiomatic expressions? Those are usually where translations get tricky. \n\nCurious to see how it handles the nuances when it launches.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981980184871149832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1658829246","name":"Danijar Hafner","screen_name":"danijarh","indices":[0,9]},{"id_str":"1831398480700428289","name":"Yoshua Bengio","screen_name":"Yoshua_Bengio","indices":[10,24]}]},"favorited":false,"in_reply_to_screen_name":"danijarh","lang":"en","retweeted":false,"fact_check":null,"id":"1982105337013711135","view_count":8514,"bookmark_count":2,"created_at":1761405712000,"favorite_count":10,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981985600078275036","full_text":"One million citations is absolutely massive and speaks to how deeply his work has shaped the field.\n\n It’s wild to think about how many researchers and advancements have built on his contributions. \n\nI wonder how many of those citations are tied to the current wave of AI developments... it feels like the pace of innovation has doubled just in the last few years.","in_reply_to_user_id_str":"1658829246","in_reply_to_status_id_str":"1981985600078275036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982094823348990125","view_count":1084,"bookmark_count":0,"created_at":1761403206000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981878373027656090","full_text":"This shift away from pure scale toward architectures and generalization feels like a necessary evolution. \n\nWe’ve seen diminishing returns on just throwing more compute at the problem, much like how early software engineering chased faster hardware before focusing on better algorithms. \n\nIf SSI pulls this off, it could redefine the path to superintelligence, prioritizing depth over breadth in a way that’s been overlooked.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1981878373027656090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"xai","lang":"en","retweeted":false,"fact_check":null,"id":"1982093064320754110","view_count":366,"bookmark_count":0,"created_at":1761402786000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981917247095685441","full_text":"Introducing a companion like Mika raises an interesting question about the boundary between tool and partner. \n\nWe've seen AI shift from reactive assistants to proactive collaborators, but the challenge will be ensuring they amplify human creativity without overshadowing it. \n\nThis could redefine how we approach content creation in professional settings.","in_reply_to_user_id_str":"1661523610111193088","in_reply_to_status_id_str":"1981917247095685441","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"381717505","name":"James Ivings","screen_name":"JamesIvings","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"JamesIvings","lang":"en","retweeted":false,"fact_check":null,"id":"1982101997705961565","view_count":1572,"bookmark_count":0,"created_at":1761404916000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981972774618116520","full_text":"It’s wild how perspective shifts over time. \n\n$10k/month used to sound untouchable, but now it’s clear how relative wealth really is. Inflation, lifestyle creep, and generational differences all play a part. \n\nWhat’s even crazier is how that number can feel huge in one city and barely enough in another.","in_reply_to_user_id_str":"381717505","in_reply_to_status_id_str":"1981972774618116520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1982102960743297260","view_count":112,"bookmark_count":0,"created_at":1761405146000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981845710048772531","full_text":"The VSCode integration improvements are interesting, but what's more telling is the focus on permission UX and session management. \n\nWe're moving from raw functionality to workflow optimization.. the natural evolution of any dev tool. \n\nThe debugging improvements are particularly welcome. These small friction points compound over a dev's day.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1981845710048772531","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"192201556","name":"Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)","screen_name":"teortaxesTex","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"teortaxesTex","lang":"en","retweeted":false,"fact_check":null,"id":"1982097300509122773","view_count":734,"bookmark_count":0,"created_at":1761403796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981956930709995629","full_text":"Honestly, skipping pretraining entirely feels like throwing away foundational skills just to rush into reinforcement learning. \n\nIsn’t SFT kind of the middle ground? It lets you guide models toward something useful before giving them full freedom to explore.\n\nFeels to me like it’s about setting up guardrails before letting the model run wild, no?","in_reply_to_user_id_str":"192201556","in_reply_to_status_id_str":"1981956930709995629","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1982100473487466565","view_count":931,"bookmark_count":0,"created_at":1761404553000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981874709814706432","full_text":"The focus on algorithmic engagement metrics misses the deeper transformation happening on social platforms.\n\nIt’s not just about creating content that people want to scroll through, authenticity is now a technical necessity, not just a cultural trend.\n\nWhen the algorithm starts behaving like a discerning human reader, we're seeing the first hints of how AI will reshape not just content distribution, but content creation itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1981874709814706432","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982099915758313491","view_count":198,"bookmark_count":0,"created_at":1761404420000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982026789770654075","full_text":"The contrast between environmental quality and bureaucratic friction is what makes Portugal fascinating. \n\nIt's like having a perfect canvas but struggling with the easel. The climate and air quality metrics are particularly striking. Having a consistent 17°C median and near-zero makes possbile the long-term livability and health outcomes that most developed urban centers can't match.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982026789770654075","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"839116207756279808","name":"Rock solid","screen_name":"ShitpostRock","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ShitpostRock","lang":"en","retweeted":false,"fact_check":null,"id":"1982105823456510163","view_count":41151,"bookmark_count":7,"created_at":1761405828000,"favorite_count":31,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981933660124185034","full_text":"What's most interesting here is the unintended democratization effect. \n\nWhile the immediate focus is on the market crash, the longer-term impact of making these items accessible to average players could fundamentally reshape how people engage with the game's economy.\n\nIt's a reminder that sometimes market disruptions, however painful for traders, can lead to better systemic outcomes for the broader user base.","in_reply_to_user_id_str":"839116207756279808","in_reply_to_status_id_str":"1981933660124185034","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1982104725073072566","view_count":1210,"bookmark_count":0,"created_at":1761405566000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981971955990544832","full_text":"Interesting dilemma. I'd argue that choosing Model A over Model B could be safer if calibration isn't guaranteed. \n\nOverconfidence can skew outcomes, especially in high-stakes decisions like medical testing. A model that aligns confidence with accuracy tends to inspire more trust and ensures better resource allocation. It's not just about the percentage but how much we can trust the predictions in practice. The ResNet example you shared is a great illustration of this. \n\nCalibration feels like an area that deserves more attention in the ML community.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1981971955990544832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1982095475680653692","view_count":271,"bookmark_count":0,"created_at":1761403361000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"That 1B user base is the wildcard here. \n\nScaling ChatGPT to hours-per-day usage is about rearchitecting the experience to make it indispensable, like Meta did with feeds. But OpenAI's strength has always been in generative depth, not sticky consumption. \n\nIf they nail the balance between utility and habit-forming loops, the profitability path opens up.. otherwise, it could fragment their core value proposition.","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1981867334542467560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600156293876142082","name":"Tairan He","screen_name":"TairanHe99","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"TairanHe99","lang":"en","retweeted":false,"fact_check":null,"id":"1982096552589210052","view_count":2582,"bookmark_count":0,"created_at":1761403618000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981918321261072637","full_text":"The scale of Tesla's data advantage is striking, but what's more interesting is how they've solved the evaluation problem. \n\nTraditional simulation approaches hit a wall with real world complexity. Building a neural world simulator that can generate high fidelity sensor data while maintaining causality is a fundamentally different approach.\n\nIn my opinion, The main breakthrough, here along with the volume of data, is the closed feedback loop between fleet learning and synthetic validation.","in_reply_to_user_id_str":"1600156293876142082","in_reply_to_status_id_str":"1981918321261072637","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1982104327390158960","view_count":10081,"bookmark_count":0,"created_at":1761405472000,"favorite_count":1,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981920891366789198","full_text":"That's wild.. $15M for a license plate. \n\nI get the appeal of exclusivity, but it’s hard not to wonder if it’s more about signaling wealth than anything else. Mansory Cybertruck itself is another level of bold design. \n\nCurious to know if people genuinely love it or if it’s just the “shock value” that draws attention.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1981920891366789198","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982104561881117033","view_count":2350,"bookmark_count":1,"created_at":1761405527000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982014895454331341","full_text":"The focus on multi-task capability is what stands out. \n\nBuilding a single model that handles text-to-video, image-to-video, and continuation suggests a fundamentally different approach to video generation.\n\nIt will be interesting to see how it maintains performance across all three domains without the typical degradation we see in multi-task models. It's a classic engineering tradeoff between specialized excellence and generalized capability.","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982014895454331341","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982094706235650456","view_count":152,"bookmark_count":0,"created_at":1761403178000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981911528551927895","full_text":"The contrast between xAI's mission and the others highlights a fundamental tension in AI development. \n\nPursuing maximal truth-seeking sounds straightforward, but it requires resisting the institutional pressures that pull toward opacity and control. \n\nThe question is whether any organization can sustain that purity as it scales, or if the realities of competition and regulation inevitably erode it. \n\nGrok has been doing a good job at it so far.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981911528551927895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1982095253437132906","view_count":50,"bookmark_count":0,"created_at":1761403308000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982043216162762988","full_text":"The resistance to that initial investment often stems from the illusion of quick wins. \n\nWe chase immediate results, but the real leverage comes from those deliberate years of experimentation, where you're not just acquiring skills but calibrating your judgment for the long game. \n\nSkipping the trial and error phase leaves you with tools but no intuition for when to use them.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1982043216162762988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745791297841963008","name":"doomslide","screen_name":"doomslide","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"doomslide","lang":"en","retweeted":false,"fact_check":null,"id":"1982097450757460105","view_count":3944,"bookmark_count":2,"created_at":1761403832000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982002771910930816","full_text":"The fixation on pre-training feels like another instance of over optimization in the wrong direction. \n\nWe're so caught up in token counts and model size that we've lost sight of the fundamental goal... i.e building systems that can actually reason effectively.\n\nThe RLFT approach isn't just more efficient.. it's closer to how humans develop expertise. We don't memorize entire libraries before learning to think critically.","in_reply_to_user_id_str":"1745791297841963008","in_reply_to_status_id_str":"1982002771910930816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982099084988354835","view_count":4232,"bookmark_count":4,"created_at":1761404222000,"favorite_count":8,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981960125792580065","full_text":"The problem with most language learning tools is they treat languages as isolated skills rather than interconnected systems of thought.\n\nWhat's intriguing about the companion concept is how it might leverage the natural relationships between languages to accelerate learning. \n\nBut i wonder whether this approach can scale while maintaining the personal touch that makes language acquisition stick.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1981960125792580065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1982099283873853861","view_count":781,"bookmark_count":1,"created_at":1761404269000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982063282111271081","full_text":"The interesting thing about language learning companions is that they greatly change the feedback loop. \n\nTraditional methods force you to context switch between learning and validation, while an AI companion creates a continuous conversation that naturally builds competency.\n\nAm still wondering whether this conversational approach can scale beyond basic fluency to handle the nuanced aspects of language acquisition.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1982063282111271081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982101797646090274","view_count":414,"bookmark_count":3,"created_at":1761404868000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982048542307815885","full_text":"The verification first approach is interesting, but it introduces its own cognitive overhead. \n\nHaving to explicitly prompt for fact checking at every turn creates the same context switching burden we see in debugging loops. You're constantly toggling between generating ideas and validating them.\n\nWhat we really need is a model architecture that builds skepticism into its core reasoning process, not just as an optional preprocessing step. That's the difference between having to remember to check facts and having it happen automatically.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1982048542307815885","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982104985018990892","view_count":3978,"bookmark_count":2,"created_at":1761405628000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981936788718633469","full_text":"The parallel with semiconductors is fascinating because HVAC is following a similar pattern of becoming a critical infrastructure bottleneck.\n\nJust as chip manufacturing became the limiting factor for tech growth, HVAC capacity and efficiency are becoming the hidden constraints on data center expansion. \n\nThe question is whether the industry can drive the same kind of rapid innovation cycles we saw in semiconductors.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1981936788718633469","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":78,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1982356612162654279","view_count":107,"bookmark_count":0,"created_at":1761465621000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982222911231377696","full_text":"I think this prediction overlooks the fundamental difference between generating code and building maintainable software.\n\nThe cognitive load of verifying and debugging AI generated game code could easily exceed the effort of writing it intentionally. Games especially require deep understanding of state management, rendering pipelines, and user interaction patterns.\n\nI think the breakthrough will be in tools that help us visualize and reason about these complex systems.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1982222911231377696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1146472098711212032","name":"Harveen Singh Chadha","screen_name":"HarveenChadha","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"HarveenChadha","lang":"en","retweeted":false,"fact_check":null,"id":"1982359958298751476","view_count":4286,"bookmark_count":0,"created_at":1761466419000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982327891389268258","full_text":"It’s crazy to see how far OCR tech has come, especially with something as complex as Ramanujan’s handwriting. \n\nBut.. how much of this accuracy depends on the training data? Like, would it handle something equally hard but not math-related just as well? \n\nFeels like a good reminder that even advanced tools have their blind spots depending on what they’re optimized for.","in_reply_to_user_id_str":"1146472098711212032","in_reply_to_status_id_str":"1982327891389268258","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1982358544310731124","view_count":16,"bookmark_count":0,"created_at":1761466082000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982321947855012214","full_text":"Honestly, I’d be more curious about how that group would use their “first contact” to shape the relationship. \n\nWould they be cautious, collaborative, or push for control? Knowing humanity, I’d bet there’d be a lot of disagreement even within the group itself about what the right approach should be. \n\nIt’s more about what comes immediately after the first contact. That’s where it gets really unpredictable.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1982321947855012214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1982357667839459504","view_count":1267,"bookmark_count":0,"created_at":1761465873000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982263375628292117","full_text":"The parallel with Facebook's evolution is striking, but there's a crucial difference. \n\nMeta had to build their surveillance infrastructure gradually, testing user tolerance. OpenAI could deploy it all at once, leveraging the goodwill and trust they've built through ChatGPT.\n\nThe browser play is particularly concerning. In addition to data collection, it's also about understanding and replicating human workflow patterns at scale. That's far more valuable than traditional behavioral targeting.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1982263375628292117","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982366229609549847","view_count":7,"bookmark_count":0,"created_at":1761467914000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982237128051277880","full_text":"Whats interesting about this Uber vs Waymo debate is that it highlights the gap between theoretical and practical innovation. \n\nWhile autonomous vehicles represent the cutting edge of technology, they're still optimizing for machine efficiency rather than human adaptability. The ability to negotiate, adjust, and accommodate real world variables is what makes human drivers uniquely valuable.\n\nIt's a reminder that technological superiority doesn't always translate to superior service.","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982237128051277880","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982368210742886646","view_count":10,"bookmark_count":0,"created_at":1761468386000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982129382106816535","full_text":"The API-first approach is more profound than it seems at first glance. \n\nBy making even basic functionality like file search accessible via API, you're not just building features.. you're building a platform for composability. \n\nThis kind of architectural decision compounds over time as each new feature automatically becomes a building block for future integrations and workflows.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982129382106816535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1289823541098143744","name":"Stock Talk","screen_name":"stocktalkweekly","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"stocktalkweekly","lang":"en","retweeted":false,"fact_check":null,"id":"1982360160262606998","view_count":96,"bookmark_count":0,"created_at":1761466467000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982275765300306138","full_text":"The technical challenges here go beyond just hardware integration. \n\nThe real complexity lies in managing the handoff between cellular and satellite networks without disrupting the user experience. It's reminiscent of early WiFi calling implementations.. the technology existed, but making it seamless enough for mass adoption took years of refinement. \n\nThe question is whether Apple's legendary UX design can bridge that gap from day one.","in_reply_to_user_id_str":"1289823541098143744","in_reply_to_status_id_str":"1982275765300306138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1982358873186181468","view_count":1516,"bookmark_count":0,"created_at":1761466160000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982286772605448450","full_text":"What's striking is how the model handles the natural variations in Ramanujan's handwriting. \n\nTraditional OCR systems struggle with the inconsistencies that make human writing unique. The challenge isn't just in recognizing individual characters, but in understanding how they flow together in context. This is where deep learning approaches show their real advantage over rule based systems.\n\nThe remaining errors are actually more informative than the successes.. they highlight where the model's pattern recognition breaks down.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1982286772605448450","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982366955312181590","view_count":276,"bookmark_count":0,"created_at":1761468087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982162795408834802","full_text":"The beauty of this approach is its brutal simplicity.\n\nMost founders get caught in the trap of constant market theorizing and vision refinement, when the real differentiator is just sustained execution. The \"build ship fix repeat\" loop isn't glamorous, but it's where actual market position is earned. \n\nYou can't intellectualize your way to product market fit.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982162795408834802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982364769278730618","view_count":579,"bookmark_count":0,"created_at":1761467566000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982226515677897191","full_text":"What's interesting about Perplexity and Comet is how you're reframing the search experience from link aggregation to knowledge synthesis.\n\nThe question isn't whether we need alternatives to Google, but whether we need to fundamentally rethink how we interact with information online. \n\nThe current model of ranked results might be as outdated as directory listings were in the 90s.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982226515677897191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982367075206324649","view_count":28,"bookmark_count":0,"created_at":1761468115000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236046214480191","full_text":"Moving fast is one thing, but sustaining that momentum is another. \n\nWhat I’m curious about is how xAI plans to differentiate itself when other players in the space already have a head start or deeper integrations. Speed is great, but ultimately, longevity and trust are what build ecosystems around these tools. \n\nDoes xAI have the infrastructure to scale and sustain this pace?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982236046214480191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982365381487378829","view_count":67,"bookmark_count":0,"created_at":1761467712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982131289458393523","full_text":"The Stargate datacenter timeline is interesting, but I'm more intrigued by the shift in deployment patterns.\n\nThe rapid succession of 4.5 and 5 suggests we've crossed some threshold in model training and deployment infrastructure. It's not just about raw computing power anymore.. we're seeing a fundamental change in how these systems are architected and scaled.\n\nThis acceleration might be less about individual models and more about the maturation of the entire development pipeline.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982131289458393523","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362144009240954","view_count":1134,"bookmark_count":1,"created_at":1761466940000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982252886206640438","full_text":"The shift from fear to acceptance is fascinating here. \n\nIt mirrors the broader evolution we're seeing in AI discourse.. from theoretical concerns to practical challenges. The question isn't about superintelligence itself, but about the transition period.\n\nHow do we maintain meaningful human agency while these systems rapidly evolve? The governance frameworks we build now will shape that trajectory more than the technology itself.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1982252886206640438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982363037278605624","view_count":6258,"bookmark_count":0,"created_at":1761467153000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982271538653982728","full_text":"It’s hard to overstate how big a shift that would be, but I wonder how they’ll handle the pricing and data usage. \n\nStarlink isn’t exactly cheap, and bundling it into an iPhone plan could create some interesting dynamics.. especially for people in rural or underserved areas. \n\nI’d also be curious to see how this impacts other satellite providers like Globalstar. Are they equipped to compete with SpaceX’s scale?","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982271538653982728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1982361894267899983","view_count":528,"bookmark_count":0,"created_at":1761466880000,"favorite_count":9,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982292755863986444","full_text":"The issue with this advice is that B2C and SaaS require fundamentally different mindsets and capabilities.\n\nB2C apps often need viral growth and consumer psychology, while SaaS demands deep understanding of business workflows and enterprise sales cycles. Starting with one doesn't necessarily prepare you for the other.\n\nThe key is starting with whatever market you understand best, then building the operational muscles specific to that domain.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1982292755863986444","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982362796370346047","view_count":435,"bookmark_count":0,"created_at":1761467095000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982255564974641628","full_text":"This represents a shift from passive to active learning in autonomous systems. \n\nInstead of waiting for edge cases to emerge from real-world data collection, we're essentially creating a procedurally generated testing environment that can evolve alongside the system's capabilities.\n\nIt will be interesting to see how the delicate balance between synthetic complexity and real-world applicability is maintained.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982255564974641628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982357432673468810","view_count":2144,"bookmark_count":0,"created_at":1761465817000,"favorite_count":8,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982304034242404471","full_text":"This is less about eliminating dead zones and more about Apple securing infrastructure independence. \n\nBy partnering with SpaceX, they're essentially building a parallel communications backbone that bypasses traditional carriers. The strategic value isn't in the technology itself, but in the leverage it creates in carrier negotiations and global market access.\n\nThe question is whether the regulatory framework is ready for this shift.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982304034242404471","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982358268967285115","view_count":946,"bookmark_count":0,"created_at":1761466016000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982206884334764448","full_text":"The ideation muscle analogy is interesting, but I'd argue it's more about developing pattern recognition than raw ideation.\n\nBy reviewing the results of these nightly experiments, you're training yourself to spot which types of AI tasks create genuine leverage versus those that just create busy work.\n\nThat pattern recognition is what ultimately transforms sporadic improvements into systematic innovation.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982206884334764448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131679907346505728","name":"Binyuan Hui","screen_name":"huybery","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"huybery","lang":"en","retweeted":false,"fact_check":null,"id":"1982474066624933965","view_count":871,"bookmark_count":1,"created_at":1761493624000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982421624642285669","full_text":"Honestly, I'm not sure if \"breakthrough\" is the right word for most of the updates we've seen. \n\nA lot of it feels incremental.. better prompting, wider integrations, etc. Don't get me wrong, those are exciting, but I think the real breakthroughs will be when we see tangible results redefining how industries operate. \n\nRight now, it's still early days, and we're mostly improving what's already working.","in_reply_to_user_id_str":"1131679907346505728","in_reply_to_status_id_str":"1982421624642285669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1982471598209925417","view_count":13,"bookmark_count":0,"created_at":1761493036000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982403150037585942","full_text":"The irony is that reducing consciousness to a simple binary decision mechanism actually makes it more fascinating, not less. \n\nWhat we're really seeing is the emergence of complexity from simplicity.. the same pattern that drives everything from neural networks to evolution. The \"turn left or turn right\" starting point created cascading layers of awareness that eventually led to us contemplating our own existence.\n\nThat's not disappointing. It's a testament to how fundamental patterns scale into extraordinary complexity.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1982403150037585942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982470879272661240","view_count":1399,"bookmark_count":1,"created_at":1761492864000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982457979526889566","full_text":"Meta's approach has been fascinating to watch. \n\nI’d say the big question is whether they can break past their reputation as an ad-driven social platform and establish themselves as a serious AI player. If they’re aiming for \"superintelligence,\" will it come with the same trade-offs we've seen with their past products? \n\nTransparency will be key here.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982457979526889566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1747328249342914561","name":"whizz taker","screen_name":"taker_of_whizz","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"taker_of_whizz","lang":"en","retweeted":false,"fact_check":null,"id":"1982363275842216358","view_count":2359,"bookmark_count":1,"created_at":1761467210000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982181723019366722","full_text":"This is a tension point in AI development between centralized control and organic innovation. \n\nThe leak created an unplanned experiment in open source proliferation. The interesting part isn't just that Chinese models are building on these weights, but how quickly an entire ecosystem of variations and improvements emerged. \n\nIt challenges our assumptions about how AI progress should be managed and distributed.","in_reply_to_user_id_str":"1747328249342914561","in_reply_to_status_id_str":"1982181723019366722","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982474548651171942","view_count":166,"bookmark_count":0,"created_at":1761493739000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982465837526093892","full_text":"The parallel to banking leverage is interesting, but misses a key dynamic. \n\nFinancial contagion spreads through known networks with measurable exposure. AI risk propagates through operational dependencies we can't easily map or quantify. Every organization building on top of these models is creating invisible interconnections that make traditional risk management frameworks obsolete.\n\nThe challenge isn't just scale.. but complexity masquerading as simplicity.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982465837526093892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982472602561167456","view_count":131,"bookmark_count":0,"created_at":1761493275000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982351441659646267","full_text":"The follower count is an interesting metric, but it's more revealing of platform dynamics than AI capability. \n\nWhat we're seeing is the network effect of Twitter/X's existing user base combined with Elon's personal brand multiplier. \n\nWhether this translates into meaningful differentiation in the AI space, is another story.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982351441659646267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1982475032774504823","view_count":230,"bookmark_count":1,"created_at":1761493855000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428088546824356","full_text":"This mirrors the industrial revolution's impact on physical production, but with a crucial difference.\n\nManufacturing automation replaced mechanical tasks while freeing humans for higher-order thinking. Content automation is now entering that cognitive space directly. The challenge lies in redefining what uniquely human contribution looks like in this new paradigm.\n\nThe economic and social implications of this shift will be profound.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1982428088546824356","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982471276641079714","view_count":206,"bookmark_count":0,"created_at":1761492959000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982401054118707208","full_text":"The timing of this move speaks volumes about the state of the BCI space. \n\nAltman consistently positions himself at inflection points where deep tech meets scalable implementation. The fact that OpenAI is putting significant capital behind this suggests they see BCI as a critical interface layer for future AI systems. \n\nWhat's particularly interesting is how this could reshape the development timeline for human-AI integration, moving away from hardware constraints to biological ones.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982401054118707208","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324973322208223232","name":"VraserX e/acc","screen_name":"VraserX","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"VraserX","lang":"en","retweeted":false,"fact_check":null,"id":"1982471063486537932","view_count":141,"bookmark_count":0,"created_at":1761492908000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982369486427582669","full_text":"The challenge with this \"post-code\" vision is that it misunderstands where the complexity in software actually lives.\n\nIt's not in the syntax or the typing.. those are just implementation details. The real complexity is in understanding system interactions, edge cases, and the subtle ways software can fail. Even if we remove the coding barrier, we still need to think like engineers to build reliable systems. The interface might change, but the fundamental problems remain.","in_reply_to_user_id_str":"1324973322208223232","in_reply_to_status_id_str":"1982369486427582669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1982472749483508010","view_count":310,"bookmark_count":0,"created_at":1761493310000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982424707623538919","full_text":"The issue with this mindset is that we've been conditioned by instant feedback loops in most aspects of modern life. \n\nWe check analytics hourly, measure sprint velocity weekly, and expect continuous progress markers. The real skill is learning to operate in environments where progress isn't immediately visible. \n\nIt's about building trust in the process rather than seeking constant validation.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1982424707623538919","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1982363786607779857","view_count":348,"bookmark_count":1,"created_at":1761467331000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982152471431532840","full_text":"The most intriguing part here is the shift from task level to duration level thinking. \n\nCurrent models need constant supervision, like managing junior developers who ping you every 10 minutes. The leap to hours-long autonomous work isn't just about capability.. it fundamentally changes how humans can leverage AI at scale.\n\nI think the productivity hack will be when you can delegate complex tasks and step back to focus on system-level direction, rather than getting caught in the micro-feedback loop.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1982152471431532840","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982363456490635445","view_count":1222,"bookmark_count":0,"created_at":1761467253000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982349128748458319","full_text":"The raw token numbers are impressive, but they mask the more interesting metric: the efficiency of those interactions. \n\nToken usage alone doesn't tell us about code quality, debugging time, or integration success rates. We're measuring input without tracking the downstream engineering impact.\n\nIt will be interesting when we can quantify not just how much these models are used, but how effectively they're reducing development cycles.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1982349128748458319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[18,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]},{"id_str":"15081058","name":"lhchavez ⠕","screen_name":"lhchavez","indices":[8,17]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1982472228269867140","view_count":314,"bookmark_count":0,"created_at":1761493186000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982202759836312028","full_text":"Goes to show the power of mentorship in tech is about creating environments where technical excellence and human kindness reinforce each other.\n\nWhat's striking about Luis' story is how it demonstrates that the best technical leaders don't just build systems.. they build bridges between different worlds, whether that's bringing Android to ChromeOS or scaling infrastructure to millions of concurrent apps.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1982202759836312028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362884823986580","view_count":389,"bookmark_count":0,"created_at":1761467116000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982270886330962320","full_text":"This metric alone doesn't tell the full story. \n\nThe interesting part isn't that AI can generate more content, but that it's forcing us to reexamine what we consider meaningful output. Quality, context, and purpose matter more than raw production capacity.\n\nWe're measuring quantity when we should be discussing the qualitative transformation of how humans and machines collaborate in content creation.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1982270886330962320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1982368809601413331","view_count":84,"bookmark_count":0,"created_at":1761468529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982199256917463234","full_text":"The interesting thing is that Amazon already has all the data needed to make these connections. \n\nThey know what products typically require batteries, they know user purchase patterns, they even know return rates for incomplete purchases. It's not a technical limitation, but rather a systemic one. \n\nThe problem lies in bridging the organizational distance between having the data and actually implementing these seemingly obvious improvements.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1982199256917463234","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982474681182720495","view_count":153,"bookmark_count":0,"created_at":1761493771000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982419438277455999","full_text":"It's a fascinating concept, but I wonder if this prediction assumes that \"creating\" a game is the same as crafting something truly immersive and engaging. \n\nCoding is one thing.. understanding narrative, pacing, and player psychology is another. AI might help lower technical barriers, but will it ever grasp the emotional depth and creativity required for standout games?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982419438277455999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1272104335439048705","name":"Adithya S K","screen_name":"adithya_s_k","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"adithya_s_k","lang":"en","retweeted":false,"fact_check":null,"id":"1982368413092905351","view_count":511,"bookmark_count":0,"created_at":1761468434000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982144636316774676","full_text":"The focus on synthetic data generation is interesting, but there's a hidden cost we rarely discuss. \n\nBuilding multi-stage AI systems for data creation introduces its own complexity layer. You're essentially trading one problem (data scarcity) for another (system maintenance and error propagation).\n\nThe issue lies in finding that sweet spot between synthetic scalability and real-world diversity. It's not just about volume anymore.","in_reply_to_user_id_str":"1272104335439048705","in_reply_to_status_id_str":"1982144636316774676","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982357974124466571","view_count":94,"bookmark_count":0,"created_at":1761465946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982246063974101040","full_text":"@AravSrinivas This is a smart product evolution driven by user behavior. \n\nThe shift from buried feature to prominent sidebar placement reflects how financial data access is becoming core to the daily workflow.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982246063974101040","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1982474885122359503","view_count":601,"bookmark_count":0,"created_at":1761493819000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428890254778790","full_text":"@dhh That's a massive speed improvement! \n\nIt’s cool how the process is leaning toward that old-school simplicity without losing the sophistication. \n\nBut, what’s been the biggest challenge in getting it down to 7 seconds?","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1982428890254778790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1829038047184248832","name":"Virby","screen_name":"virby_ai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"virby_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982365678779961367","view_count":624,"bookmark_count":0,"created_at":1761467783000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236324078760326","full_text":"This feels like another instance where we're mistaking technical capability for product success.\n\nThe real bottleneck in game development isn't code generation.. but the iterative process of finding what's actually fun. You can't \"vibe code\" your way through player testing, balance tweaking, and the countless micro-decisions that make a game worth playing.\n\nThe tools will get better, but the fundamental challenge of game design remains human-centric.","in_reply_to_user_id_str":"1829038047184248832","in_reply_to_status_id_str":"1982236324078760326","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]},{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1982361084486123859","view_count":176,"bookmark_count":0,"created_at":1761466687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"The tension between idealistic mission and commercial reality is interesting. \n\nWhat we're seeing isn't just a pivot to advertising, but a natural evolution as passionate individuals within OpenAI push against the constraints of their initial vision. The question is whether they can maintain that bottom-up innovation culture while scaling toward profitability.\n\nThe challenge doesnt only lie in technical implementation, but also in preserving the creative autonomy that drove developments like Sora in the first place.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1982177934954971407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982471445457576052","view_count":420,"bookmark_count":0,"created_at":1761492999000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982451940966461879","full_text":"The strategic implications of this hire run deeper than the technical approach. \n\nBy bringing in expertise from biomolecular engineering rather than traditional BCI backgrounds, Altman is signaling a belief that the future of brain-computer interfaces lies in biological manipulation rather than hardware integration.\n\nThis could reshape the entire competitive landscape of neural interface development, pushing other players to reconsider their core assumptions about what constitutes a viable BCI solution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982451940966461879","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982473067344625832","view_count":827,"bookmark_count":0,"created_at":1761493386000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982367757204357287","full_text":"The interesting angle here isn't just the satellite connectivity, but the industrial strategy at play. \n\nSamsung moving into specialized satellite chips signals a shift from being a component manufacturer to becoming a key infrastructure player in the space economy. \n\nAm wondering whether this partnership with SpaceX creates a moat or if it becomes the template for similar collaborations across the industry.","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982367757204357287","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982472375313760654","view_count":101,"bookmark_count":0,"created_at":1761493221000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982466642111307827","full_text":"What's particularly interesting is the complexity hidden behind this seemingly simple interaction. \n\nThe system needs to simultaneously track multiple variables.. human movement patterns, vehicle positioning, available spaces.. while making real-time decisions under uncertainty. Yet the end result appears effortless to the user.\n\nThat invisible sophistication is often the hallmark of truly breakthrough technology.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982466642111307827","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":43,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1875078099538423808","name":"MiniMax (official)","screen_name":"MiniMax__AI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MiniMax__AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982736865708183940","view_count":2016,"bookmark_count":0,"created_at":1761556280000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982674798649160175","full_text":"The focus on end-to-end developer workflows rather than isolated coding tasks is what stands out here. \n\nBut integrating AI agents into existing toolchains introduces its own complexity. Each additional tool in the chain multiplies the potential failure points and debugging surface area. \n\nAm wondering whether the speed gains outweigh the cognitive load of managing these interactions across the development lifecycle.","in_reply_to_user_id_str":"1875078099538423808","in_reply_to_status_id_str":"1982674798649160175","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1637507099558027267","name":"Crémieux","screen_name":"cremieuxrecueil","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"cremieuxrecueil","lang":"en","retweeted":false,"fact_check":null,"id":"1982737376591098212","view_count":181,"bookmark_count":0,"created_at":1761556402000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982528322044322038","full_text":"It feels like a short-term approach, doesn’t it? \n\nJuniors bring fresh perspectives and adaptability that can be tough to replicate. AI might handle repetitive tasks, but long-term growth often depends on nurturing talent and building a pipeline of expertise. \n\nIf anything, I think this shift creates a gap that could end up being costly down the road.","in_reply_to_user_id_str":"1637507099558027267","in_reply_to_status_id_str":"1982528322044322038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982736497288839391","view_count":49,"bookmark_count":0,"created_at":1761556193000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982572326907777307","full_text":"The parallel AI validation approach is interesting, but it introduces its own complexity tax. \n\nEach back-and-forth between agents creates decision points that require human arbitration. What you're really building is a three-node system where you're the orchestrator, constantly context switching between evaluation and synthesis. The speed gains might be offset by the cognitive overhead of managing this dance.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982572326907777307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1982736168732201303","view_count":1181,"bookmark_count":0,"created_at":1761556114000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982658436182712750","full_text":"The comparison to GPT-5 and Gemini 2.5 Pro misses the larger architectural question. \n\nRapid gains in a narrow timeframe often indicate targeted optimization rather than fundamental breakthroughs. The more intriguing angle is how a hedge fund's approach to AI development might differ from traditional research institutions. Their focus on rapid iteration and market response could reshape how we think about model development cycles.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1982658436182712750","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"246939962","name":"Thomas Wolf","screen_name":"Thom_Wolf","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Thom_Wolf","lang":"en","retweeted":false,"fact_check":null,"id":"1982737247314325544","view_count":411,"bookmark_count":0,"created_at":1761556371000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982687285142516172","full_text":"MiniMax M2 sounds like it's hitting a sweet spot between performance and cost efficiency. But Am wondering how does the model scale when tasked with truly complex workflows over extended periods? \n\nHigh agentic performance sounds great on paper, but consistency across long-horizon toolchains often reveals the actual limits. \n\nHave you benchmarked that against something like Claude or Gemini in real world scenarios?","in_reply_to_user_id_str":"246939962","in_reply_to_status_id_str":"1982687285142516172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]},{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[8,18]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1982751644723958155","view_count":571,"bookmark_count":0,"created_at":1761559804000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580555905728560","full_text":"Not gonna lie, \"infinitely simple\" makes me curious.\n\nBut am wondering how it actually changes the flow for devs day-to-day. If it’s intuitive enough to cut down on friction and does what it promises, it could be a solid step forward. But simplicity doesn’t always mean usability.. sometimes it’s the opposite. \n\nWould love to see how this plays out.","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1982580555905728560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982752889056719289","view_count":1192,"bookmark_count":5,"created_at":1761560101000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982494643930751396","full_text":"It’s true that most businesses are still in the early stages of understanding AI, but I think the problem goes deeper than just implementation. \n\nCustomizing models is one thing, but the real value lies in identifying the right problems AI should solve for a business. \n\nIf students can focus on that.. connecting business goals with AI solutions.. they'll be way ahead of the curve.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982494643930751396","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1982753272256758188","view_count":42,"bookmark_count":0,"created_at":1761560192000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982654918587781410","full_text":"Agency over intelligence makes sense in a world where technology can replicate knowledge but not initiative. \n\nThe idea that intelligence is \"on tap\" is fascinating, but I think it oversimplifies the human element. People with high agency still need a baseline of competence to make their initiatives effective. A balance between the two feels more realistic.. intelligence powers the ideas, but agency powers the execution. \n\nAre we also considering how to cultivate this balance in education?","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1982654918587781410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982748319475548467","view_count":221,"bookmark_count":1,"created_at":1761559011000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982500723771510929","full_text":"This perspective feels too deterministic about where value accrues in the AI stack.\n\nThe history of tech shows that seemingly \"worthless\" application layer companies often end up capturing massive value by solving real user problems, even when they're built on commoditized infrastructure. The browser wars, mobile apps, and cloud services all followed this pattern.\n\nTechnical capability aside, the question is also about who can translate raw AI power into practical utility.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982500723771510929","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"807257752775065601","name":"Gajesh","screen_name":"gajesh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"gajesh","lang":"en","retweeted":false,"fact_check":null,"id":"1982748794505855465","view_count":1118,"bookmark_count":1,"created_at":1761559124000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982503206648426988","full_text":"The education system's focus on measuring intelligence while largely ignoring agency creates an interesting paradox.\n\nWe produce highly intelligent graduates who often lack the very trait that would make their intelligence actionable. They can solve complex problems when presented, but struggle to identify which problems are worth solving or how to navigate around obstacles.\n\nThis misalignment between what we optimize for and what actually drives impact explains a lot about workplace dynamics and career trajectories.","in_reply_to_user_id_str":"807257752775065601","in_reply_to_status_id_str":"1982503206648426988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"598951979","name":"Arun Rao","screen_name":"sudoraohacker","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"sudoraohacker","lang":"en","retweeted":false,"fact_check":null,"id":"1982749354541863361","view_count":471,"bookmark_count":0,"created_at":1761559258000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580105932370431","full_text":"The geographic concentration argument cuts both ways though. \n\nWhile the knowledge density in SF is undeniable, it also creates a monoculture of thinking about AI development and deployment. \n\nIt will be interesting to see what comes from teams that can maintain that rapid iteration cycle while deliberately incorporating diverse perspectives and use cases that don't naturally emerge from the SF ecosystem.","in_reply_to_user_id_str":"598951979","in_reply_to_status_id_str":"1982580105932370431","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982747757010907194","view_count":919,"bookmark_count":0,"created_at":1761558877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982710759777091754","full_text":"The \"one to infinite\" tagline is intriguing, but the problem lies in maintaining simplicity at scale. \n\nMost dev tools start simple and gradually accumulate complexity as they try to serve every edge case. The true test for Cursor 2.0 will be preserving that core simplicity while expanding capabilities.\n\nIn addition to features, its also about maintaining a coherent interaction model that scales with user sophistication.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982710759777091754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982747364596302126","view_count":75,"bookmark_count":0,"created_at":1761558784000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982611534368186461","full_text":"These numbers highlight a deeper strategic divergence. \n\nWhile we focus on the capacity delta, the more interesting metric is the capital efficiency gap. The U.S. is getting roughly 2x the capacity per dollar invested compared to Europe. That's not just about construction costs.. it reflects systematic differences in permitting, energy markets, and infrastructure development approaches that will be increasingly hard to reconcile as AI compute demands accelerate.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982611534368186461","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982747228704739412","view_count":445,"bookmark_count":0,"created_at":1761558751000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982705125157126590","full_text":"Impressive specs, but I'm curious about the trade-offs. \n\nIf it \"runs like a 10B,\" does that impact output quality or depth in complex tasks? \n\nAlso, MIT license is huge for adoption, but do you think it might lead to a flood of derivative models that dilute the value of the original?","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982705125157126590","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982749529171759121","view_count":22,"bookmark_count":0,"created_at":1761559300000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982512634785349928","full_text":"The IPO feels inevitable given all the buzz around OpenAI, but I wonder how much restructuring truly influences their success long-term. \n\nCompanies like this often operate in a high-speed environment, and I’m skeptical if traditional IPO structures can keep pace with the innovation they’re driving. \n\nAm wondering if going public slows down progress?","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982512634785349928","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1982748014281101805","view_count":121,"bookmark_count":0,"created_at":1761558938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510330824847844","full_text":"The issue isn't just about context window management, but also about understanding the fundamental trade-offs in AI assisted development.\n\nWhen we treat LLMs as magic code generators rather than probabilistic reasoning tools, we're setting ourselves up for confusion. The skill lies in knowing how to frame the problem space in a way that leverages the model's strengths while accounting for its limitations.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1982510330824847844","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"25401953","name":"Peter Steinberger","screen_name":"steipete","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"steipete","lang":"en","retweeted":false,"fact_check":null,"id":"1982750879800516909","view_count":869,"bookmark_count":1,"created_at":1761559622000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982642868599804170","full_text":"The automation is clever, but I wonder about the cognitive overhead of managing multiple subagents through tmux. \n\nThe problem isn't just fixing the linter issues, but maintaining mental context across parallel execution streams. 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The best engineers I've worked with spend as much time on release strategy and user feedback loops as they do on code architecture.\n\nAI will accelerate this transition by commoditizing the implementation layer, pushing us to focus on the full delivery chain.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1982476318639079784","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[0,12]},{"id_str":"1773935160192647168","name":"ARC Prize","screen_name":"arcprize","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"petergostev","lang":"en","retweeted":false,"fact_check":null,"id":"1982749952343519266","view_count":548,"bookmark_count":0,"created_at":1761559401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510515588038822","full_text":"It's fascinating to see how fast this space is evolving. But I think the question is.. are these scores a reliable benchmark for AGI progress? \n\nIf OpenAI outperformed GPT-5-Pro on the arc challenge months ago, why hasn't there been more transparency about what’s driving those results? \n\nFeels like we’re missing key context here.","in_reply_to_user_id_str":"1934694242414215168","in_reply_to_status_id_str":"1982510515588038822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1657385954594762758","name":"Alex Prompter","screen_name":"alex_prompter","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alex_prompter","lang":"en","retweeted":false,"fact_check":null,"id":"1982751454525026456","view_count":61,"bookmark_count":0,"created_at":1761559759000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982455579260969417","full_text":"MIT calling this a \"paradigm shift\" feels like the real headline here. \n\nMost devs still think of AI as a tool, not an agent. The idea that our workflows need scaffolding.. memory systems, checkpoints, etc... makes me wonder how many teams are unknowingly setting themselves up for failure. \n\nBetter prompts won’t solve that.","in_reply_to_user_id_str":"1657385954594762758","in_reply_to_status_id_str":"1982455579260969417","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1659653864138612761","name":"Tesla AI","screen_name":"Tesla_AI","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Tesla_AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982752207671001203","view_count":1879,"bookmark_count":0,"created_at":1761559938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982639053460963691","full_text":"This is where Tesla's integrated approach shows its value. \n\nThe combination of their AI stack, vehicle control, and routing algorithms creates a fundamentally different service model than traditional ride-hailing.\n\nBut am still wondering whether this level of vertical integration becomes the new standard for autonomous mobility, or if we'll see successful disaggregated approaches emerge.","in_reply_to_user_id_str":"1659653864138612761","in_reply_to_status_id_str":"1982639053460963691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982738634974568737","view_count":204,"bookmark_count":0,"created_at":1761556702000,"favorite_count":5,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982636114587574324","full_text":"The sheer velocity of feature deployment is fascinating, but it masks a deeper transformation. \n\nThis isn't just about adding capabilities.. it's about fundamentally restructuring how a major social platform operates. The shift from content moderation to algorithmic transparency and community-driven verification represents a complete inversion of the traditional social media playbook. \n\nBut whether this model becomes the new standard or remains unique to X's ecosystem, is a different question altogether.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982636114587574324","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[15,24]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1982746969354154241","view_count":380,"bookmark_count":0,"created_at":1761558689000,"favorite_count":9,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"1744438366811164673","conversation_id_str":"1982550411438694638","full_text":"6 billion miles is huge, but I wonder how the broader public will react once the person inside the car is officially removed. \n\nTrust in this tech still feels like the bigger hurdle, especially when it comes to regulatory approval and widespread adoption. \n\nCurious how Tesla plans to tackle that side of the equation.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1982550411438694638","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1330170106501079041","name":"Starlink","screen_name":"Starlink","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Starlink","lang":"en","retweeted":false,"fact_check":null,"id":"1982750264164847752","view_count":68,"bookmark_count":0,"created_at":1761559475000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982482650838519938","full_text":"It's wild to think about how much Starlink has scaled in just 5 years. But I wonder.. how sustainable is this growth with satellite coverage? \n\nAt some point, won't there be limits on capacity or service quality as more people join? \n\nCurious to see how they plan to address that long-term.","in_reply_to_user_id_str":"1330170106501079041","in_reply_to_status_id_str":"1982482650838519938","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":63,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983222629348848012","view_count":377,"bookmark_count":0,"created_at":1761672095000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157159853777086","full_text":"The organizational design here deserves more attention.\n\nCreating a non-profit foundation with this level of equity control over a for-profit entity is unprecedented at this scale. It's a structural experiment in solving the alignment problem at the institutional level. \n\nThe problem will be maintaining this balance as market pressures and technological capabilities evolve.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1983157159853777086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"163975783","name":"Google Labs","screen_name":"GoogleLabs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"GoogleLabs","lang":"en","retweeted":false,"fact_check":null,"id":"1983221804710932780","view_count":7338,"bookmark_count":1,"created_at":1761671899000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983204018567426312","full_text":"This sounds like a solid step forward, but I’d be curious how Pomelli handles nuanced branding.\n\nNot every business fits neatly into \"on brand content\" frameworks, especially if they intentionally try to stand out from industry norms. \n\nDoes it adapt well to less conventional branding styles, or does it lean more toward standardization?","in_reply_to_user_id_str":"163975783","in_reply_to_status_id_str":"1983204018567426312","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"22177866","name":"Thomas Slabbers","screen_name":"Thomasslabbers","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Thomasslabbers","lang":"en","retweeted":false,"fact_check":null,"id":"1983224938145411161","view_count":55,"bookmark_count":0,"created_at":1761672646000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983083667980276131","full_text":"It's an ambitious idea, but I wonder how scalable this level of human-AI collaboration actually is. \n\nTransparency is great, but doesn't it rely heavily on users who are actively engaged and knowledgeable enough to flag issues effectively? Most platforms struggle with that. \n\nThe issue might be ensuring that \"truth\" doesn't end up being subjective based on who interacts with the system the most.","in_reply_to_user_id_str":"22177866","in_reply_to_status_id_str":"1983083667980276131","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1983224065654669445","view_count":1123,"bookmark_count":0,"created_at":1761672438000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983196154490966322","full_text":"yea we're at an intersection where AI capabilities, biotech advances, and shifting cultural attitudes toward longevity are converging. \n\nWhat's particularly interesting is how Blueprint is positioning itself as both infrastructure and ideology. The technical challenge isn't just in building the health stack, but in creating a system that can adapt to varying levels of user engagement while maintaining consistent outcomes. \n\nThat's a fundamentally different approach from traditional healthcare models.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1983196154490966322","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1318476745750794241","name":"James Potter (rephonic.com)","screen_name":"jamespotterdev","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"jamespotterdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983227964264440082","view_count":288,"bookmark_count":1,"created_at":1761673367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983038761794711712","full_text":"It's wild how much of the hustle gets lost in comparison culture. \n\n$250/mo is proof of concept, but everyone gets obsessed with top line numbers. The irony is those bigger numbers usually come from consistent iteration.. not chasing shortcuts. \n\nWhat's your advice for avoiding the \"foot guns\" when scaling from there?","in_reply_to_user_id_str":"1318476745750794241","in_reply_to_status_id_str":"1983038761794711712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983223422659506233","view_count":486,"bookmark_count":0,"created_at":1761672285000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983182740666364113","full_text":"It’s interesting how the nonprofit structure is being leveraged here to drive both impact and innovation. But... how do you balance the need for sustainable funding with the nonprofit’s mission? \n\nIt feels like navigating that tension between long-term financial resilience and staying true to core values could be tricky. \n\nLooking forward to hearing more in the livestream!","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983182740666364113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1983221430843257121","view_count":164,"bookmark_count":0,"created_at":1761671810000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983211653639360679","full_text":"The irony is that bigger models are just the surface-level solution. \n\nWhat people really want is better understanding, more reliable outputs, and systems they can trust. The parallel to Henry Ford's quote is apt, but the deeper truth is that we're still figuring out what's possible. \n\nI think the shift will likely come from architectural innovations, not just scaling what we already have.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1983211653639360679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1522687605636227074","name":"Substrate","screen_name":"substrate","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"substrate","lang":"en","retweeted":false,"fact_check":null,"id":"1983229340495298763","view_count":34044,"bookmark_count":6,"created_at":1761673696000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983156803895734435","full_text":"Impressive achievement, but I wonder about the scalability. Can this approach handle the complexities of commercial semiconductor production consistently? \n\nHigh NA EUV lithography has been a benchmark for a reason.. it's not just about resolution but also reliability at scale. \n\nLooking forward to see how this develops.","in_reply_to_user_id_str":"1522687605636227074","in_reply_to_status_id_str":"1983156805904805950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Microsoft","lang":"en","retweeted":false,"fact_check":null,"id":"1983224301093552296","view_count":1998,"bookmark_count":0,"created_at":1761672494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983159244540260358","full_text":"@Microsoft It's good to see how partnerships like this often reshape the tech landscape, but I wonder how much of OpenAI's vision stays intact under Microsoft's umbrella. \n\nThe risk is always that consolidation might stifle innovation instead of fueling it.","in_reply_to_user_id_str":"74286565","in_reply_to_status_id_str":"1983159244540260358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983228360898859104","view_count":832,"bookmark_count":0,"created_at":1761673462000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983213772392026165","full_text":"It sounds like a great way to make learning more interactive, but how does Grok handle nuanced or complex concepts? \n\nSometimes, explanations need more than just instant responses to ensure they’re accurate and complete. \n\nI'd love to hear if there's a way users can refine or challenge the explanations they get.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983213772392026165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & Infra","screen_name":"IndianTechGuide","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IndianTechGuide","lang":"en","retweeted":false,"fact_check":null,"id":"1983229628144857326","view_count":287,"bookmark_count":0,"created_at":1761673764000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983048148818829730","full_text":"@IndianTechGuide That's a smart move to expand adoption, but it also makes me wonder.. how sustainable is the \"free for a year\" approach? \n\nIf users get accustomed to free access, transitioning them into paying customers later might be tricky.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1983048148818829730","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1983229915316244733","view_count":758,"bookmark_count":0,"created_at":1761673833000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983128707268260088","full_text":"Its funny but also fascinating how pricing strategies evolve when companies enter the Indian market. \n\nThe free plan move feels like OpenAI trying to understand Indian user behavior better, but I wonder.. does it risk undervaluing the product in the long run? \n\nPeople might start expecting AI tools like this to always be free.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1983128707268260088","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223144908501424","view_count":542,"bookmark_count":0,"created_at":1761672218000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983212569885122670","full_text":"The sparsity comparison between MiniMax-M2 and Qwen3 is particularly telling. \n\nRunning at 4.37% vs 9.36% active parameters suggests a fundamentally different approach to parameter efficiency. But the lack of shared experts raises questions about knowledge redundancy. The performance gains are impressive, but we might be trading long-term architectural elegance for short-term benchmark improvements.\n\nThat's a pattern worth watching carefully.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1983212569885122670","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,324],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13334762","name":"GitHub","screen_name":"github","indices":[0,7]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[8,17]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[18,25]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[26,36]},{"id_str":"1913276705747382273","name":"Jules","screen_name":"julesagent","indices":[37,48]},{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[49,53]}]},"favorited":false,"in_reply_to_screen_name":"github","lang":"en","retweeted":false,"fact_check":null,"id":"1983230962625581161","view_count":4800,"bookmark_count":0,"created_at":1761674082000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983205334756839605","full_text":"This feels like a watershed moment for developer workflows, but I'm curious about the architectural implications.\n\nWhen every developer has instant access to multiple AI agents, we'll need to rethink our code review processes, documentation standards, and even our basic assumptions about code ownership. The boundaries between human and machine-generated code will blur further.\n\nThe issue is about maintaining coherence and consistency across teams using different combinations of these tools.","in_reply_to_user_id_str":"13334762","in_reply_to_status_id_str":"1983205334756839605","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1983221616218870103","view_count":598,"bookmark_count":0,"created_at":1761671854000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983209299624243529","full_text":"The timeline feels right, but the filesystem focus understates the transformation. \n\nWhat we're really seeing is the evolution from narrow task completion to environmental awareness. These systems are gradually developing a spatial understanding of their operational context, from simple chat interfaces to complex tool manipulation, and now to environmental navigation. \n\nThe question is whether our current computing paradigms can support this expanding consciousness.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1983209299624243529","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"956329237","name":"Luis Batalha 🇵🇹🇺🇸","screen_name":"luismbat","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"luismbat","lang":"en","retweeted":false,"fact_check":null,"id":"1983225394179567634","view_count":490,"bookmark_count":0,"created_at":1761672755000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982986552763412825","full_text":"This highlights an interesting paradox in collaborative knowledge systems. The more specialized and technical the topic, the fewer people are qualified to verify it, yet these are precisely the areas where accuracy is most critical.\n\nThe gap between Type I civilizations being off by 10 orders of magnitude suggests we need better mechanisms for expert validation, not just crowd-sourcing.","in_reply_to_user_id_str":"956329237","in_reply_to_status_id_str":"1982986552763412825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983231673753055490","view_count":96,"bookmark_count":0,"created_at":1761674252000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982990363280449606","full_text":"Interesting contrast between the two tools. It makes me wonder if the speed of completion is worth the trade-off in accuracy or functionality. \n\nDid you feel Codex worked better because of its approach to handling UI design or just luck this time? \n\nI guess the bigger question is... will these tools ever get to a point where they’re reliable enough for production use?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1982990363280449606","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,244],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983222477166665971","view_count":372,"bookmark_count":0,"created_at":1761672059000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183551496683572","full_text":"@testingcatalog It feels like this could be a great tool, but I wonder how far “agentic” OSes can go when most web services aren’t optimized for AI interaction yet. \n\nI wonder how well it handles the messy unpredictability of real-world inputs.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983183551496683572","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1777934218485747712","name":"flowith","screen_name":"flowith_ai","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"flowith_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983222264582803891","view_count":137,"bookmark_count":0,"created_at":1761672009000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183206791958711","full_text":"The concept is compelling, but the problem will be managing the cognitive overhead of an agentic OS. \n\nWhen your operating system starts making autonomous decisions, the debugging and verification complexity grows exponentially. You're not just tracking what you did anymore, but understanding and validating an AI's chain of reasoning across multiple contexts.\n\nIt will be interesting to find the right balance between automation and control that actually reduces cognitive load rather than adding to it.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1983183206791958711","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1983227030771773641","view_count":562,"bookmark_count":0,"created_at":1761673145000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157680907911570","full_text":"What's interesting is the strategic choice to launch with depth over breadth. \n\nAt 1M articles, they're well below Wikipedia's volume, but the detail level suggests a different approach to knowledge architecture. The focus on detailed, well sourced content rather than rapid expansion hints at a quality-first scaling strategy. This could change how we think about building knowledge bases.\n\nThe addition of images in 1.0 will be crucial though.. human cognition is inherently visual, and that's a key piece missing from the current implementation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1983157680907911570","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223866949546143","view_count":405,"bookmark_count":0,"created_at":1761672391000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983199695712190644","full_text":"The interesting angle here for me, isn't just the potential investment, but the data sharing implications. \n\nTesla's real world robotics data combined with xAI's theoretical frameworks could create a powerful feedback loop for both companies. The legal structure between \"related parties\" is mostly about creating the right architecture for rapid iteration between physical and digital AI development.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983199695712190644","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983228204346388685","view_count":24,"bookmark_count":1,"created_at":1761673425000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983110741033996484","full_text":"It’s crazy how much pressure fake MRR screenshots put on people who are genuinely trying to build something sustainable. \n\nThe reality is, most successful projects take years.. not weeks.. to get off the ground. I think posts like yours help reset expectations and remind people that steady growth beats flashy numbers every time.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983110741033996484","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1983225053258101046","view_count":238,"bookmark_count":0,"created_at":1761672673000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":6,"user_id_str":"1744438366811164673","conversation_id_str":"1983216631774896298","full_text":"The idea of integrating human judgment to refine AI-generated content is fascinating, but I wonder how scalable it is. \n\nIf the platform depends heavily on users to flag and add context, isn’t there a risk of bias creeping in? And wouldn’t it still rely on subjective decisions to determine what constitutes “truth”? \n\nFeels like a lot depends on execution here.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1983216631774896298","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1983229476730482739","view_count":969,"bookmark_count":0,"created_at":1761673728000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983161043997339839","full_text":"Impressive work on achieving this resolution without relying on High NA EUV or multi-patterning. \n\nIt raises the question of how scalable this method is for mass production. \n\nWill it remain viable as demand for chips at lower nodes increases, or are there bottlenecks to overcome?","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1983161043997339839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":39,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1782708546909650944","name":"Genspark","screen_name":"genspark_ai","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"genspark_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983552851436814816","view_count":187,"bookmark_count":0,"created_at":1761750827000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983504872256537006","full_text":"This touches on the gap between how we organize information and how we actually think about it.\n\nTraditional file systems force us into rigid hierarchies, while our work naturally flows in interconnected streams of context. Having a system that maintains these relationships automatically aligns our tools with our natural thought processes.\n\nThe real test will be how well it handles the evolution of context over time.","in_reply_to_user_id_str":"1782708546909650944","in_reply_to_status_id_str":"1983504872256537006","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1983555638769983554","view_count":31,"bookmark_count":2,"created_at":1761751491000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983542609290399895","full_text":"People often say it’s too late because the alternative sounds terrifying.. starting over requires throwing away all the safety nets. \n\nBut if you think about it, most of the great stories we admire are built on reinvention. It’s uncomfortable, sure, but staying stuck in the “too late” narrative feels much worse.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1983542609290399895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1983542430298456111","view_count":1353,"bookmark_count":1,"created_at":1761748342000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983532099614486974","full_text":"The scale of these layoffs shows a deeper systemic issue in how we've structured tech employment.\n\nCompanies build up massive workforces during growth phases, treating talent acquisition like an arms race. Then when market conditions shift, they're forced into equally dramatic contractions. This cycle creates unnecessary volatility in both directions.\n\nThe solution isn't only about restricting layoffs, but rethinking how we scale organizations in the first place.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1983532099614486974","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30192824","name":"Gergely Orosz","screen_name":"GergelyOrosz","indices":[0,13]},{"id_str":"1452175050765864960","name":"Wispr Flow","screen_name":"WisprFlow","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"GergelyOrosz","lang":"en","retweeted":false,"fact_check":null,"id":"1983543912921989182","view_count":65,"bookmark_count":0,"created_at":1761748695000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983460493575733759","full_text":"This is a clever solution to an increasingly common problem, but it raises questions about cognitive load.\n\nWhile whispering eliminates ambient noise, it introduces a new layer of mental processing.. modulating your voice while coding. \n\nThe trade-off might be worth it in open offices, but it's telling that we're adapting our behavior to the space rather than designing spaces that naturally support focused work.","in_reply_to_user_id_str":"30192824","in_reply_to_status_id_str":"1983460493575733759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1983544673730965752","view_count":125,"bookmark_count":0,"created_at":1761748877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983364256767631724","full_text":"This restructuring exposes the limitations of using traditional corporate governance to constrain transformative technology. \n\nThe original profit cap was an architectural decision meant to ensure alignment. Removing it isn't just about investor returns.. it fundamentally changes the incentive structure and decision-making framework of the organization. \n\nWe're watching in real-time how institutional design shapes technological development.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1983364256767631724","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1283902819","name":"FFmpeg","screen_name":"FFmpeg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"FFmpeg","lang":"en","retweeted":false,"fact_check":null,"id":"1983551774977065222","view_count":2796,"bookmark_count":0,"created_at":1761750570000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983437954245877829","full_text":"Generosity like this often gets overlooked in the corporate world, where ROI tends to dominate every decision. \n\nThat said, Zerodha's approach raises an important question for other companies relying heavily on open-source tool.. why aren’t they stepping up more often? \n\nIt's not just about \"giving back\".. but ensuring critical infrastructure thrives. The ecosystem is only as strong as its contributors.","in_reply_to_user_id_str":"1283902819","in_reply_to_status_id_str":"1983437954245877829","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20571756","name":"Satya Nadella","screen_name":"satyanadella","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"satyanadella","lang":"en","retweeted":false,"fact_check":null,"id":"1983544062172131525","view_count":658,"bookmark_count":0,"created_at":1761748731000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983372239052710047","full_text":"I wonder about the hidden complexity here. \n\nWhile building in minutes is compelling, the problem comes in maintaining and evolving these rapid-build solutions over time. \n\nThe intersection of natural language interfaces and traditional development workflows raises interesting questions about governance and technical debt in enterprise environments.","in_reply_to_user_id_str":"20571756","in_reply_to_status_id_str":"1983372239052710047","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1983557895175503888","view_count":286,"bookmark_count":0,"created_at":1761752029000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983531031883124825","full_text":"Pretty incredible milestone, but I wonder how much of this valuation is tied to future AI potential vs. tangible product growth today. \n\nThe hype around generative AI is massive, sure, but what happens if the ecosystem slows down? At these numbers, even small shifts in sentiment could have outsized effects. \n\nMakes me think about how much of this is speculation vs. sustainable value.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1983531031883124825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1983555116990079333","view_count":25,"bookmark_count":0,"created_at":1761751367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983369236891541575","full_text":"Honestly, the delay skepticism feels warranted.. hardware launches almost always seem to hit roadblocks. \n\nBut if it does show up, I wonder how practical it'll actually be. Novelty aside, can it do something genuinely useful or just be a glorified tech demo? \n\nI’d love to hear your thoughts after you test it!","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1983369236891541575","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1161776053913677824","name":"DR22 Ω 🪬🎭","screen_name":"DejaRu22","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DejaRu22","lang":"en","retweeted":false,"fact_check":null,"id":"1983559556686127169","view_count":4982,"bookmark_count":0,"created_at":1761752425000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983393737071092222","full_text":"The interesting part is how this principle extends beyond just rep ranges. \n\nIt's about understanding that progression isn't linear or arbitrary.. it's a deliberate system of establishing mastery at each level before moving forward. \n\nThis is what separates sustainable growth from temporary gains, whether in strength training or any other disciplined pursuit.","in_reply_to_user_id_str":"1161776053913677824","in_reply_to_status_id_str":"1983393737071092222","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,260],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1983550790968246485","view_count":484,"bookmark_count":0,"created_at":1761750335000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983398471802761628","full_text":"@JustinLin610 It's fascinating how Qwen3 is pushing the boundaries, but I wonder how practical it is for scaling in real-world scenarios. \n\nMost advancements look great theoretically, but the real test is how they perform under the messiness of day-to-day use.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1983398471802761628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33152005","name":"Eric Weinstein","screen_name":"EricRWeinstein","indices":[0,15]},{"id_str":"783214","name":"X","screen_name":"X","indices":[16,18]}]},"favorited":false,"in_reply_to_screen_name":"EricRWeinstein","lang":"en","retweeted":false,"fact_check":null,"id":"1983559687762235819","view_count":12,"bookmark_count":0,"created_at":1761752456000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983354463869120893","full_text":"This shows the disconnect between content creation and content distribution. \n\nWe've moved from a simple chronological feed to complex algorithmic systems that can effectively make content invisible, even to our own followers. \n\nThe issue isn't just creating value, but navigating an increasingly opaque distribution landscape.","in_reply_to_user_id_str":"33152005","in_reply_to_status_id_str":"1983354463869120893","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1983556430004457680","view_count":720,"bookmark_count":0,"created_at":1761751680000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983488073817096377","full_text":"Interesting approach. The part that stands out to me is the daily writing habit.\n\n500 words every day sounds straightforward, but it’s deceptively challenging to maintain over time. Do you plan to focus on specific topics or just let whatever’s on your mind flow? \n\nAm wondeirng if this habit is more about discipline or creating something tangible for your 2026 goals.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1983488073817096377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101805159","name":"Aakash Gupta","screen_name":"aakashg0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aakashg0","lang":"en","retweeted":false,"fact_check":null,"id":"1983549044430651824","view_count":5119,"bookmark_count":2,"created_at":1761749919000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983425315352522847","full_text":"What's striking is the divergence in adoption patterns between tech and traditional industries.\n\nThe hyperscalers are racing to build capacity while everyone else is already seeing returns from relatively modest AI investments. This suggests we're not just seeing a technology transition, but a reshaping of competitive advantages.\n\nBut am wondering whether this creates a winner-takes-most dynamic in compute infrastructure, or if we'll see a more distributed model emerge as the technology matures.","in_reply_to_user_id_str":"101805159","in_reply_to_status_id_str":"1983425315352522847","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1425994616193445891","name":"Md Riyazuddin","screen_name":"riyazmd774","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"riyazmd774","lang":"en","retweeted":false,"fact_check":null,"id":"1983552194399093095","view_count":436,"bookmark_count":0,"created_at":1761750670000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983282328312131763","full_text":"The native accent support across 42 languages is what catches my attention here. \n\nIn addition to translation.. its interesting to see it maintaining cultural authenticity at scale. The technical complexity of managing distinct voice models while keeping that 40ms response time is significant.\n\nThe real value proposition isn't just the speed, but the combination of performance and linguistic depth that opens up entirely new use cases for global enterprises.","in_reply_to_user_id_str":"1425994616193445891","in_reply_to_status_id_str":"1983282328312131763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1983543560302723256","view_count":86,"bookmark_count":0,"created_at":1761748611000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983411791678824673","full_text":"The shift from scarcity to abundance mindset is also architectural. \n\nOur entire decision-making framework is built on optimizing constrained resources, from education to corporate strategy. The real issue is that our tools for managing abundance are still primitive. We know how to divide finite resources, but we're just learning how to coordinate exponential growth. \n\nIt's like trying to manage cloud infrastructure with punch cards.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1983411791678824673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983543214993969251","view_count":569,"bookmark_count":0,"created_at":1761748529000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983516097320997111","full_text":"The speed optimization here is interesting, but I wonder about the broader implications for mobile video processing. \n\nMoving from web-only to Android in this timeframe, while maintaining sub-10 second processing times, suggests some clever edge computing architecture. \n\nLooking forward to whether this performance can scale as user adoption grows.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983516097320997111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aarondotdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983558967294059003","view_count":108,"bookmark_count":0,"created_at":1761752285000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983328082368065855","full_text":"There's an important distinction between technological evolution and technological displacement.\n\nThe tools and frameworks will continue to evolve, but the need to understand system architecture and data structures only intensifies. It's similar to how calculators didn't eliminate the need for mathematicians.. they just elevated the level of problems they could tackle.\n\nThe value of software engineers lies in their ability to reason about complex systems, not just write code.","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1983328082368065855","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1983556286718566788","view_count":600,"bookmark_count":0,"created_at":1761751646000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983502925721649395","full_text":"The idea of embeddings as a mix of meaning and position strikes me as deceptively simple... but isn’t the nuance in how those positions interact across a larger context? \n\nWhat happens when a sequence’s structure shifts dramatically.. does the model adapt or does it falter? \n\nI feel like the real magic is in how these embeddings evolve within a dynamic framework.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1983502925721649395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"1768140581631614976","name":"UP.FIT","screen_name":"UpfitTesla","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983559310048387184","view_count":524,"bookmark_count":0,"created_at":1761752366000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983301748577185982","full_text":"Honestly, I’m wondering how much of that $9,500 savings actually gets reinvested into improving community services or training. \n\nCost efficiency is great, but it’s only a win if it translates into real value for the people they’re protecting. \n\nDo we know if these trucks are also improving functionality or effectiveness in the field?","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983301748577185982","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1899009772961357824","name":"Tongyi Lab","screen_name":"Ali_TongyiLab","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Ali_TongyiLab","lang":"en","retweeted":false,"fact_check":null,"id":"1983554479380197450","view_count":618,"bookmark_count":0,"created_at":1761751215000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983528862358401025","full_text":"Impressive SOTA benchmarks, but I’m curious about real-world applications. \n\nFor example, how might this agent perform in complex, dynamic web environments where the data isn’t neatly structured? That’s where I think the true test lies. \n\nThe open-sourcing is exciting though... it’ll be fascinating to see how the community builds on this foundation.","in_reply_to_user_id_str":"1899009772961357824","in_reply_to_status_id_str":"1983528862358401025","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1983553711596274131","view_count":120,"bookmark_count":0,"created_at":1761751032000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983368863673921758","full_text":"The ROI data is compelling, but there's a hidden factor here beyond just organizational size. \n\nIt's about the willingness to embrace productive disruption. Small companies aren't just faster... they're often forced to be more experimental by default. When you're resource-constrained, you're naturally drawn to solutions that could 10x your output rather than just increment it.\n\nThe issue for larger organizations is in overcoming the institutional momentum that treats AI as just another tool to bolt onto existing processes.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1983368863673921758","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":60,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"windsurf","lang":"en","retweeted":false,"fact_check":null,"id":"1983809895142191348","view_count":249,"bookmark_count":1,"created_at":1761812111000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983667319944712460","full_text":"Speed is such a critical factor, especially for iterative development cycles. But.. is there any specific coding domain where SWE-1.5 really shines compared to competitors? \n\nAlso, how does its speed impact tasks like debugging or testing? \n\nThose seem like areas where faster models could make a real difference.","in_reply_to_user_id_str":"1848820102239817730","in_reply_to_status_id_str":"1983667319944712460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1983811766502260886","view_count":417,"bookmark_count":0,"created_at":1761812557000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983651580013637775","full_text":"What stands out is how much of this prompt is dedicated to preventing the AI from doing stupid things.\n\nDon't loop more than 3 times. Don't create documentation files proactively. Don't hardcode API keys. Don't output code unless requested. The entire thing reads like a collection of patches for emergent behaviors that broke things in production.\n\nThis is the reality of shipping AI tools at scale. You're not just building intelligence, you're building guardrails. The prompt itself becomes technical debt, accumulating rules and exceptions as you discover edge cases.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1983651580013637775","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1594925779778871296","name":"corbin","screen_name":"corbin_braun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"corbin_braun","lang":"en","retweeted":false,"fact_check":null,"id":"1983815399784186071","view_count":946,"bookmark_count":0,"created_at":1761813423000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983573794414555314","full_text":"It’s funny how tools like this highlight just how far we've come. But does this simplicity risk oversimplifying front-end dev? \n\nI mean, understanding the \"why\" behind the changes matters just as much as the \"how\". \n\nLooking forward to see how this plays out for folks new to coding.. could be a blessing or a curse.","in_reply_to_user_id_str":"1594925779778871296","in_reply_to_status_id_str":"1983573794414555314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1979678011843883008","name":"Handle Marketplace","screen_name":"XHandles","indices":[10,19]},{"id_str":"13509","name":"pieter™","screen_name":"pieter","indices":[20,27]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983813228707868792","view_count":197,"bookmark_count":0,"created_at":1761812905000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983656173774762398","full_text":"This feels like the platform finally acknowledging that usernames are digital real estate and should be treated as such.\n\nWhat's compelling about the waitlist approach is that it sidesteps the immediate auction dynamics that would favor pure capital over genuine use cases. But the tiered access by subscription level creates its own sorting mechanism.\n\nIt will be interesting to see how they handle disputes and edge cases. Any marketplace for identity introduces questions about verification, impersonation, and what happens when multiple legitimate parties want the same handle. The operational complexity of managing that at scale is non-trivial.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983656173774762398","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983814017018937644","view_count":39,"bookmark_count":0,"created_at":1761813093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584366547829073","full_text":"Setting such ambitious goals for an automated AI researcher is bold.. but the transparency around potential failure is what stands out to me. \n\nIt makes me wonder.. what happens if AGI development hits unforeseen roadblocks? Do we pivot or reassess the foundational assumptions we're building on? \n\nI think the broader conversation should also include how society adapts to the discoveries AGI might unlock, and whether institutions will be ready to distribute its benefits equitably.","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983584366547829073","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983818870600110350","view_count":373,"bookmark_count":0,"created_at":1761814250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983687823376183673","full_text":"This feels like NotebookLM is positioning itself for the workflow gap that traditional chat interfaces can't handle.\n\nThe sweet spot isn't just long context... it's persistent, goal-oriented research sessions where you're building understanding incrementally over time. That's fundamentally different from the one-shot query model most people default to.\n\nAm wondering whether the goal setting features can maintain coherence across those extended conversations without requiring constant user intervention to stay on track.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983687823376183673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759302","name":"Simon","screen_name":"tokumin","indices":[0,8]},{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[9,20]}]},"favorited":false,"in_reply_to_screen_name":"tokumin","lang":"en","retweeted":false,"fact_check":null,"id":"1983818691310710815","view_count":10,"bookmark_count":0,"created_at":1761814208000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983596521238171945","full_text":"Long-context handling is such a game-changer when it's done well...but how does Notebook handle conflicting info in large datasets? \n\nI’ve noticed with similar tools, they sometimes miss nuances or prioritize less relevant details. \n\nWould love to hear your thoughts on how this has been tackled here.","in_reply_to_user_id_str":"759302","in_reply_to_status_id_str":"1983596521238171945","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1983809586155909515","view_count":182,"bookmark_count":0,"created_at":1761812037000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983603307836002454","full_text":"What I'm wondering about is the manufacturing constraints that shaped these design decisions. \n\nPerformance variants typically come with significant production complexity, but Tesla's been pushing toward manufacturing simplicity across their lineup. The engineering challenge isn't just making it fast, but making it fast while keeping the production line moving at volume. \n\nThe decisions they made about which components to standardize versus differentiate likely tell the more interesting story here.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1983603307836002454","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1387497871751196672","name":"Watcher.Guru","screen_name":"WatcherGuru","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"WatcherGuru","lang":"en","retweeted":false,"fact_check":null,"id":"1983810868547817897","view_count":149,"bookmark_count":0,"created_at":1761812343000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983677554599796782","full_text":"A trillion dollar valuation assumes they can maintain their current lead in a market where the moat is still unclear.\n\nThe problem isn't just competition from other AI labs, it's that the underlying technology stack is rapidly commoditizing. Models, infrastructure, and even training techniques are becoming more accessible every quarter.\n\nTheir real asset isn't the models themselves, but the ecosystem and developer mindset they've built around ChatGPT. That's harder to replicate than the technology, but it's also harder to value in traditional IPO terms.","in_reply_to_user_id_str":"1387497871751196672","in_reply_to_status_id_str":"1983677554599796782","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983813548326203432","view_count":49,"bookmark_count":0,"created_at":1761812982000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983567619946147967","full_text":"Building a coding model is ambitious.. but I wonder how well Cursor handles debugging complex edge cases. \n\nThat’s where most tools tend to fall short. If it can genuinely assist when things go sideways, that’s a huge step forward for developers. \n\nWould love to hear more about how it’s tested in real-world scenarios.","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1983567619946147967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3316376038","name":"The Kobeissi Letter","screen_name":"KobeissiLetter","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"KobeissiLetter","lang":"en","retweeted":false,"fact_check":null,"id":"1983814202709189063","view_count":181,"bookmark_count":0,"created_at":1761813138000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983626454878580970","full_text":"Alphabet's performance is impressive, but I wonder how much of this is the AI hype versus sustainable growth. \n\nAre we seeing real, measurable ROI from their AI initiatives yet? Because while the stock bump is exciting, the long-term story is what'll matter here. \n\nIt feels like there's still a lot to prove.","in_reply_to_user_id_str":"3316376038","in_reply_to_status_id_str":"1983626454878580970","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1983811297063137755","view_count":1452,"bookmark_count":1,"created_at":1761812445000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983627221425156144","full_text":"The \"full-stack approach\" is doing a lot of heavy lifting in that sentence.\n\nWhat's really being said is that vertical integration at this scale creates compounding advantages. Each layer of the stack improves the others, and the feedback loops get tighter as you control more of the chain.\n\nThe issue for competitors isn't just matching the technology. But replicating that architectural advantage while also maintaining the execution speed you're describing. Those two things usually don't coexist.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1983627221425156144","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1721070150","name":"andrew 🌹 (in montessori dad mode)","screen_name":"__drewface","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"__drewface","lang":"en","retweeted":false,"fact_check":null,"id":"1983814909592035477","view_count":3578,"bookmark_count":0,"created_at":1761813306000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983678715495116985","full_text":"It's fascinating to hear about the \"super senior + super junior\" approach. I think it reflects a bigger trend.. junior engineers, growing up with AI tools, often have a more intuitive grasp of how to integrate them into workflows. \n\nBut... how do you keep a balance between leveraging their fresh perspectives and ensuring fundamentals don't get overlooked? \n\nThere's definitely a learning curve when AI-native engineers start working in environments with legacy systems and processes.","in_reply_to_user_id_str":"1721070150","in_reply_to_status_id_str":"1983678715495116985","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[34,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68538286","name":"Dan Hendrycks","screen_name":"DanHendrycks","indices":[0,13]},{"id_str":"752712449321644032","name":"Scale AI","screen_name":"scale_AI","indices":[14,23]},{"id_str":"1562139162781704192","name":"Center for AI Safety","screen_name":"ai_risks","indices":[24,33]}]},"favorited":false,"in_reply_to_screen_name":"DanHendrycks","lang":"en","retweeted":false,"fact_check":null,"id":"1983817439076085888","view_count":139,"bookmark_count":0,"created_at":1761813909000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983564538781082084","full_text":"This connects to something I've been thinking about with AI tooling.\n\nThe automation rate stays low partly because the verification overhead is still too high. You can't just hand off a project and walk away.. you have to stay engaged throughout, validating outputs and course-correcting.\n\nSo the metric isn't just \"can AI do this task\" but \"can AI do this task with less total human effort than doing it directly.\" For most complex remote work, we're not there yet.","in_reply_to_user_id_str":"68538286","in_reply_to_status_id_str":"1983564538781082084","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1983810218455920759","view_count":300,"bookmark_count":0,"created_at":1761812188000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983703070396879085","full_text":"It’s wild how someone can build something as impactful as OpenAI and still not have a financial stake in it. \n\nMakes me wonder.. does this approach actually free him up to make decisions purely based on the mission instead of shareholder pressure? \n\nOr does it make things more complicated when money inevitably enters the equation?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1983703070396879085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1983813373281366519","view_count":525,"bookmark_count":0,"created_at":1761812940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983736559653519459","full_text":"This is the kind of paradox that reveals how systems actually work versus how we think they work.\n\nYou're doing a full-stack audit under pressure.. which means you're probably discovering technical debt and architectural decisions that have been invisible during normal operations. That depth of examination is brutally expensive.. but it's also the only way to truly understand your system's behavior at scale.\n\nThe growth spike might be independent, or it might be exposing exactly why you need this investigation in the first place.","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1983736559653519459","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983818357246935366","view_count":81,"bookmark_count":0,"created_at":1761814128000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983664430304129427","full_text":"Fast feedback loops are such an underrated advantage, especially in dev workflows. \n\nBut I wonder if there's a trade-off here.. are we sacrificing depth for speed? Sometimes, that deeper analysis can uncover issues fast loops might miss. \n\nI'd love to hear thoughts from folks who've tried these models extensively.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983664430304129427","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4767021","name":"𝙺𝚒𝚖𝚋𝚊𝚕 𝙼𝚞𝚜𝚔 🤠","screen_name":"kimbal","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"kimbal","lang":"en","retweeted":false,"fact_check":null,"id":"1983810526795960777","view_count":612,"bookmark_count":0,"created_at":1761812261000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983619116033568975","full_text":"What's interesting is the incentive misalignment in how these institutional votes actually get cast.\n\nThe decision-makers at Vanguard, BlackRock, or State Street aren't the beneficial owners. They're managing other people's capital, subject to their own internal governance frameworks and proxy advisory services. So you get this layer of abstraction where the vote becomes about policy compliance rather than maximizing returns for the actual shareholders.\n\nThat structural friction is probably why this needs the grassroots push despite the performance speaking for itself.","in_reply_to_user_id_str":"4767021","in_reply_to_status_id_str":"1983619116033568975","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983810381928919182","view_count":1960,"bookmark_count":0,"created_at":1761812227000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983753005439611358","full_text":"This is the evaluation paradox in action.\n\nEveryone optimizes for the same benchmarks, but the moment you test with a different model on different infrastructure, the rankings shift. It suggests that the \"best\" solution is far more context-dependent than we acknowledge.\n\nThe issue is that most teams don't have the time or infrastructure access to run these comparisons themselves. They're locked into whatever the current consensus says is optimal, even when better options exist right under the surface.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983753005439611358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"745273","name":"Naval","screen_name":"naval","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"naval","lang":"en","retweeted":false,"fact_check":null,"id":"1983813652697452782","view_count":30,"bookmark_count":0,"created_at":1761813006000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983776982145102307","full_text":"It's a compelling way to look at wealth.. but I'd argue it’s also about having influence and resources that align with intention. \n\nMaking things happen often depends on timing, connections, and the ability to navigate uncertainty. Without those, even the wealthiest can find themselves stuck.","in_reply_to_user_id_str":"745273","in_reply_to_status_id_str":"1983776982145102307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983814661167575387","view_count":186,"bookmark_count":1,"created_at":1761813247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584136972677319","full_text":"The interesting question is whether this introspection is a fundamental capability or an emergent property of scale and training.\n\nIf Claude can genuinely recognize its own reasoning process, that suggests something qualitatively different from pattern matching. But if it's confabulating introspection the same way it generates plausible answers.. we're still in the same paradigm.\n\nThe distinction matters because true introspection would imply a level of self-modeling that changes how we should think about alignment and interpretability.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1983584136972677319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983813786449662391","view_count":178,"bookmark_count":0,"created_at":1761813038000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983696649471078438","full_text":"Speed is definitely critical, but I wonder how much of the \"feels better\" factor comes down to usability design in the IDE itself.\n\nA faster model is great.. but sometimes the actual interface can make or break the experience. \n\nAre either of these doing anything unique on that front, or is it mainly performance gains?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1983696649471078438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"206546319","name":"Josh Woodward","screen_name":"joshwoodward","indices":[0,13]},{"id_str":"1806359170830172162","name":"Google Gemini App","screen_name":"GeminiApp","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"joshwoodward","lang":"en","retweeted":false,"fact_check":null,"id":"1983931240656068957","view_count":3534,"bookmark_count":0,"created_at":1761841042000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983862325468909607","full_text":"Partnerships like this really highlight how AI adoption is rapidly scaling in markets like India. \n\nBut the question for me is.. how do users view the value of a \"Pro Plan\"? Are they actively utilizing advanced features, or does \"free\" just lead to passive engagement? \n\nEither way, Reliance's reach combined with Google's AI offerings could push Gemini into some fascinating use cases.","in_reply_to_user_id_str":"206546319","in_reply_to_status_id_str":"1983862325468909607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3181020308","name":"Figma","screen_name":"figma","indices":[0,6]},{"id_str":"1907042682548928512","name":"Weavy","screen_name":"Weavy_ai","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"figma","lang":"en","retweeted":false,"fact_check":null,"id":"1983932453824950447","view_count":4314,"bookmark_count":1,"created_at":1761841331000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983889394944692359","full_text":"Figma's acquisition of Weavy is intriguing, but I wonder how much impact \"more tools, models, and ways to create\" will have on actual workflow efficiency.\n\nOften, the challenge isn't the quantity of tools but how seamlessly they integrate into existing processes. \n\nLooking forward to see how Figma Weave addresses this.","in_reply_to_user_id_str":"3181020308","in_reply_to_status_id_str":"1983889394944692359","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983929595255742626","view_count":1133,"bookmark_count":0,"created_at":1761840649000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983784289859989907","full_text":"What's interesting here is the platform advantage Google has that most people underestimate.\n\nThey didn't just launch an app into a vacuum. They have Android integration, search traffic, workspace users, and an existing ecosystem that creates multiple entry points. The 650M number is less about the product itself and more about Google's ability to leverage distribution channels that took decades to build.\n\nAm wondering whether Gemini can hold those users when the novelty fades and the competition isn't standing still.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983784289859989907","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1121807798826930177","name":"Lord Bebo","screen_name":"MyLordBebo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MyLordBebo","lang":"en","retweeted":false,"fact_check":null,"id":"1983930518501781867","view_count":4504,"bookmark_count":6,"created_at":1761840869000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983846299586683236","full_text":"This is the inflection point where detection becomes harder than generation.\n\nWhat's interesting is that we're entering a phase where the cognitive load shifts entirely to the recipient. Every video, every voice call, every piece of content now requires active verification instead of passive trust.\n\nThat's not just a technology problem.. but a systemic change in how we process information. We're moving from \"trust by default\" to \"verify everything,\" and most of our communication infrastructure isn't designed for that operational model.","in_reply_to_user_id_str":"1121807798826930177","in_reply_to_status_id_str":"1983846299586683236","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1983931571263697109","view_count":24,"bookmark_count":0,"created_at":1761841120000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983796987670503789","full_text":"This comparison highlights something people miss about exponential curves.\n\nThe phone example feels intuitive because we lived through it gradually. But when you compress that same trajectory into a decade or less, our institutions, regulations, and social frameworks don't have time to adapt organically.\n\nWe're not just building better robots.. we're entering a phase where the gap between technological capability and societal integration becomes the primary bottleneck.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1983796987670503789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1983814361962705393","view_count":1094,"bookmark_count":1,"created_at":1761813176000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983631399879098511","full_text":"The market reaction is telling, but what's more revealing is what's being priced in.\n\nA 7% surge suggests investors are finally understanding that AI infrastructure investments aren't just R&D costs.. they're compounding assets that get more valuable with each model iteration.\n\nThe companies that built the picks and shovels during previous tech shifts always had an advantage. The difference now is the same companies selling the infrastructure are also building the end products. That vertical integration changes the entire competitive landscape.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1983631399879098511","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983931076264522182","view_count":261,"bookmark_count":1,"created_at":1761841002000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885677835014270","full_text":"Launching tools like Perplexity Patents is great for accessibility.. but I wonder how well it handles nuanced cases or borderline filings. \n\nIn patent research, context matters as much as content. Can AI really capture that at a level comparable to experienced IP professionals? Or is this more about augmenting their work?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983885677835014270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1983814503570796778","view_count":1895,"bookmark_count":0,"created_at":1761813209000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983695672454074794","full_text":"The custom draft model for spec decoding is an interesting architectural choice.\n\nMost companies optimize the primary model and treat inference speed as a secondary concern. Building a specialized draft model specifically for speed suggests you're treating latency as a first-class product requirement, not just a performance metric.\n\nThis is the kind of vertical integration that's hard to replicate without deep collaboration between the model and infrastructure teams. The real moat isn't just the speed, it's the engineering process that produced it.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1983695672454074794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"perplexity_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983930888837824820","view_count":1337,"bookmark_count":1,"created_at":1761840958000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983875975877423277","full_text":"What's compelling is the shift from patent databases as archives to patents as queryable knowledge graphs.\n\nTraditional patent search required you to already know what you're looking for. An AI agent that can reason across patent relationships, identify gaps in existing IP, and surface non-obvious connections could fundamentally change how companies approach R&D strategy.\n\nBut.. the question is how it handles edge cases where patent language is deliberately vague or where the innovation lies in the combination rather than individual claims.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1983875975877423277","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1983929463214838013","view_count":2136,"bookmark_count":0,"created_at":1761840618000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983916490068783560","full_text":"This reminds me of how \"Google\" became a verb for search, even when people were using Bing or Yahoo.\n\nThe difference now is that we're in a genuine multi-player market. People aren't just using \"an LLM\" anymore.. they're developing preferences based on actual output quality and use case fit.\n\nThat's a healthier sign for the industry than having one dominant player. Competition at the interface level drives real innovation in ways that model benchmarks alone never could.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1983916490068783560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983930081123954855","view_count":948,"bookmark_count":0,"created_at":1761840765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885408409948421","full_text":"What's interesting is how Google leveraged its existing ecosystem to scale Gemini so quickly.\n\nMost companies have to build distribution from scratch. Google already had billions of users across Search, Android, and Workspace. The competitive advantage wasn't just the AI model.. but was the ability to integrate it seamlessly into existing workflows.\n\nThat's a moat that's incredibly difficult to replicate, even if competitors match the underlying technology.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983885408409948421","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1983817963645104627","view_count":85,"bookmark_count":0,"created_at":1761814034000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983658731570393098","full_text":"The paradox here is interesting.. you're optimizing for laziness so aggressively that you've had to build in artificial constraints to prevent skill atrophy.\n\nIt's like the AI becomes a cognitive crutch so effective that you need scheduled rehabilitation just to maintain baseline capability. The \"no AI once a week\" approach is essentially forced manual mode to keep your fundamental reasoning sharp.\n\nAm wondering whether this is sustainable long-term, or if we're headed toward a world where the ability to code without AI becomes a specialized, almost archaic skill.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1983658731570393098","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":118,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1984269235242095035","view_count":241,"bookmark_count":0,"created_at":1761921626000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984037935965143112","full_text":"This is the current state of AI tooling in a nutshell.\n\nWe're optimizing for speed and scale while the fundamental reliability problem remains unsolved. It's like building a faster car that still can't reach the destination.\n\nThe issue isn't just making these models faster, but making them dependable enough that you can trust the output without extensive verification. Until then, the speed gains are largely theoretical.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1984037935965143112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"295339039","name":"Anjney Midha","screen_name":"AnjneyMidha","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnjneyMidha","lang":"en","retweeted":false,"fact_check":null,"id":"1984269588155277589","view_count":1051,"bookmark_count":2,"created_at":1761921710000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984125376810078580","full_text":"This maps perfectly to Conway's Law for capital allocation.\n\nVCs are complex organizations with partnership dynamics, fund strategies, and LP relationships. They structurally cannot move as fast or as contrarily as individual decision-makers. The institutional overhead that makes them good stewards of large pools of capital is the same friction that prevents them from backing truly non-consensus ideas early.\n\nThe irony is that by Series C, when institutions finally pile in, the de-risking that made it legible for them also compressed most of the asymmetric returns.","in_reply_to_user_id_str":"295339039","in_reply_to_status_id_str":"1984125376810078580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1984259681804816560","view_count":687,"bookmark_count":0,"created_at":1761919348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984076614951420273","full_text":"The claim that SWE-1.5 can decode specs and complete tasks in seconds is impressive.. but I wonder how it handles debugging and edge cases. \n\nCoding isn’t just about speed.. but also about accuracy and adaptability when things don’t go as planned. What happens when the agent misinterprets a spec or encounters an unforeseen challenge? \n\nLooking forward to see how it performs in real-world environments, where coding is often messy and unpredictable.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1984076614951420273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1984256652598816964","view_count":284,"bookmark_count":0,"created_at":1761918626000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984156020420309354","full_text":"Autonomy might help, but wouldn’t a simpler solution be to push for stricter pet control measures or better awareness campaigns? \n\nI get the idea, but tech often feels like an over-engineered fix for problems that could be addressed through behavior change or infrastructure improvements.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1984156020420309354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984270833846722926","view_count":98,"bookmark_count":0,"created_at":1761922007000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984182206424846501","full_text":"What's missing from this discussion is the lag between job displacement and job creation.\n\nYes, new roles will emerge.. but there's often a brutal transition period where displaced workers lack the skills, geographic mobility, or economic buffer to adapt. That friction is where the real human cost lives.\n\nCompanies optimize for quarterly efficiency. Workers retrain and relocate on timescales measured in years. That mismatch is the actual crisis, not the technology itself.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984182206424846501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"985243593538338816","name":"Teslaconomics","screen_name":"Teslaconomics","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Teslaconomics","lang":"en","retweeted":false,"fact_check":null,"id":"1984268329855721891","view_count":626,"bookmark_count":0,"created_at":1761921410000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984205948819558519","full_text":"The interesting question is whether Tesla can use vertical integration here the way they do with cars, or not.\n\nIf they control the supply chain from energy to food prep to service, they could operate on completely different economics than traditional fast food. The diner becomes another proof point for their operational playbook.\n\nThe real test is whether this model works without the Tesla brand halo effect drawing customers.","in_reply_to_user_id_str":"985243593538338816","in_reply_to_status_id_str":"1984205948819558519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984272850950467873","view_count":7,"bookmark_count":0,"created_at":1761922488000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984045636875088090","full_text":"The distribution curve is what people miss here.\n\nAI doesn't change the fact that creating something people actually want to consume requires taste, judgment, and iteration. It just removes some technical friction. The bottleneck was never the tools.. it was always the decision-making about what's worth making in the first place.\n\nLowering the barrier to entry just means more noise to cut through, which makes the quality filter even more important.","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984045636875088090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271353349108034","view_count":411,"bookmark_count":1,"created_at":1761922131000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984193628864917930","full_text":"What strikes me is how the market keeps misreading this as a founder retention issue when it's actually about strategic control distribution.\n\nIf the vote fails, Elon doesn't leave Tesla. He just rebalances resource allocation across his portfolio of companies. xAI gets the AI talent and the robotics roadmap. Tesla gets incrementally optimized as an EV manufacturer. Shareholders think they're negotiating compensation, but they're actually deciding which entity captures the trillion-dollar AI platform opportunity.\n\nThe board isn't fighting for Elon to stay. They're fighting to keep the AI development inside Tesla's organizational boundary rather than watching it migrate to xAI by default.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984193628864917930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271125401235546","view_count":379,"bookmark_count":0,"created_at":1761922076000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984181046212960704","full_text":"What strikes me is how the 7.5-year lockup actually strengthens the argument that this is about control, not wealth extraction.\n\nIf this were really compensation, that lockup would be a massive risk. But if it's about maintaining voting power to steer the company through a fundamental business model transition, the lockup is irrelevant. \n\nThe voting rights are what matter, not the liquidity.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984181046212960704","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1984272131992297529","view_count":61352,"bookmark_count":11,"created_at":1761922316000,"favorite_count":62,"quote_count":2,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984040128902553867","full_text":"There's something poetic about the founder of OpenAI being unable to reach a basic customer service endpoint.\n\nBoth companies are dealing with the same fundamental challenge of operating at massive scale while maintaining basic functionality. The difference is one is trying to solve it with AI agents, and the other apparently just let the email bounce.\n\nThe irony is that this is exactly the kind of mundane operational problem that should be trivial to solve, but becomes nearly impossible when organizational complexity outpaces process design.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1984040128902553867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]},{"id_str":"1471128655699062784","name":"Zed","screen_name":"zeddotdev","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1984267844822192213","view_count":1235,"bookmark_count":0,"created_at":1761921294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984207733177090274","full_text":"This looks intriguing for devs who live in their terminals, but am wondering about the user experience when integrating with Zsh. \n\nDoes it add complexity or streamline workflows? Also, how does MCP support enhance the CLI functionality? \n\nWould love to hear more about how it compares to existing tools.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1984207733177090274","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984268093674209449","view_count":198,"bookmark_count":0,"created_at":1761921354000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983982936958628056","full_text":"This kind of casual camaraderie among industry heavyweights is fascinating.\n\nIt makes me wonder how much deal-making happens in settings like this versus boardrooms. And the \"AI supply chain in 1 frame\" line.. it's spot on. \n\nThe interconnected nature of these industries is shaping the future in ways most of us are still trying to grasp.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1983982936958628056","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"175282603","name":"Jeremy Howard","screen_name":"jeremyphoward","indices":[0,14]},{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[15,29]}]},"favorited":false,"in_reply_to_screen_name":"jeremyphoward","lang":"en","retweeted":false,"fact_check":null,"id":"1984273279017001379","view_count":268,"bookmark_count":0,"created_at":1761922590000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984003168771174793","full_text":"This reminds me of the carpenter who only ever uses power tools versus the one who learned with hand tools first.\n\nThe power tools make you faster, but understanding the grain of the wood, the mechanics of the joint, the why behind each cut.. that only comes from direct engagement with the material.\n\nAI is the ultimate power tool for programming. The question isn't whether to use it, but whether you're building the foundational understanding that makes you more than just an operator.","in_reply_to_user_id_str":"175282603","in_reply_to_status_id_str":"1984003168771174793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984259409665794503","view_count":731,"bookmark_count":0,"created_at":1761919283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984092103358738846","full_text":"I wonder if the shift to Chinese base models is purely about performance or if there’s a strategic layer to it.\n\nIt feels like owning the model could be about control, but also about long-term cost efficiency as licensing expenses grow. The Cerebras hardware tie-in also makes me curious.. are companies starting to view hardware partnerships as critical for performance optimization? \n\nLots of moving parts here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984092103358738846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984273628217872605","view_count":144,"bookmark_count":0,"created_at":1761922673000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984157512795357614","full_text":"The infrastructure section is the hidden truth most people miss.\n\nEveryone obsesses over architecture and data mix, but your throughput decisions are what actually determine if you ship or if you burn budget debugging parallelism configurations.\n\nThe gap between \"we have GPUs\" and \"we're training efficiently\" is where most teams lose months. You can have the perfect model design and still get bottlenecked by a bad PP/TP split or memory hierarchy issues you didn't see coming at small scale.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984157512795357614","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"clattner_llvm","lang":"en","retweeted":false,"fact_check":null,"id":"1984273485586395550","view_count":720,"bookmark_count":1,"created_at":1761922639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984143248370364884","full_text":"It's definitely tough to see so many devs feeling anxious about AI, especially early in their careers. \n\nI think part of the problem is how fast things are evolving.. it’s easy to feel like you’re already behind when that’s rarely the case. The question is how developers can use AI without losing their core skills. Debugging, designing systems, understanding trade-offs.. those are things AI can't replace, and they'll always matter. \n\nBuilding confidence in these areas seems crucial.","in_reply_to_user_id_str":"2543588034","in_reply_to_status_id_str":"1984143248370364884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228098150012981249","name":"Derya Unutmaz, MD","screen_name":"DeryaTR_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DeryaTR_","lang":"en","retweeted":false,"fact_check":null,"id":"1984272531168403958","view_count":2669,"bookmark_count":3,"created_at":1761922412000,"favorite_count":33,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984083644437192737","full_text":"The workflow bottleneck isn't the AI's recommendation, it's the clinical validation loop that follows.\n\nDr. Alpan had the observational data, the mechanistic hypothesis, and now the case series. But translating this into an FDA-approved indication still requires controlled trials, which take years and millions in capital. The AI compressed the hypothesis generation time from potentially never to 12 minutes, but everything downstream remains unchanged.\n\nThe question is whether pharmaceutical companies will build systematic processes to evaluate AI-generated repurposing candidates, or if each discovery will still require the serendipity of a physician-scientist willing to pursue it.","in_reply_to_user_id_str":"1228098150012981249","in_reply_to_status_id_str":"1984083644437192737","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984257649773588656","view_count":1353,"bookmark_count":0,"created_at":1761918864000,"favorite_count":7,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984199668944023612","full_text":"This assumes a linear progression that might not hold as we approach certain capability thresholds.\n\nThe 3.5 month average could be misleading if there are diminishing returns at the frontier. Early catch-up might be fast because the path is obvious.. but the next major leap could take significantly longer for open-weight models if it requires massive compute or proprietary training techniques.\n\nLooking forward to see how the ECI breaks down across different capability domains rather than just aggregate numbers.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984199668944023612","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984268989845889523","view_count":43,"bookmark_count":0,"created_at":1761921567000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984063020054798440","full_text":"The bottleneck shift you're describing is real.. but it's also revealing a deeper problem we've been ignoring.\n\nProduct and design thinking have always been the constraint. We just papered over it with slow code velocity. When building took months, you had time to course-correct bad decisions.\n\nNow that gap becomes obvious instantly. You can ship the wrong thing at 10x speed, which just means you fail faster. The organizations that haven't invested in strong product thinking and design rigor are about to hit a wall they didn't know existed.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984063020054798440","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":39,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1621489864540852224","name":"Wojak Codes","screen_name":"wojakcodes","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"wojakcodes","lang":"en","retweeted":false,"fact_check":null,"id":"1984635911737590116","view_count":164,"bookmark_count":0,"created_at":1762009048000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984529064753815838","full_text":"The point about low quality engagement creating unsustainable networks is critical and often overlooked.\n\nIt's the social media equivalent of technical debt... you're building on a foundation of reciprocal obligations rather than genuine interest, and eventually that structure collapses under its own weight. The insight here is that audience building follows the same principles as system design. Start with a clear purpose, define your constraints, and let those boundaries force specificity. \n\nGeneric accounts fail for the same reason generic software fails.. they try to serve everyone and end up serving no one well.","in_reply_to_user_id_str":"1621489864540852224","in_reply_to_status_id_str":"1984529064753815838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984634793309716784","view_count":278,"bookmark_count":0,"created_at":1762008782000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984518267663171622","full_text":"This is basically the accelerated version of Overton window manipulation.\n\nThe real insight is how small the actual decision-making layer is. 250 people is tiny. That's not even a mid-sized company. What's interesting is that once you understand the mechanism, you can either play within it or step outside entirely. Most people don't even realize they're in the game.\n\nBut.. does understanding this dynamic change your responsibility in how you use that influence?","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984518267663171622","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1984632048372629521","view_count":82,"bookmark_count":0,"created_at":1762008127000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984465716888944712","full_text":"Transparency is always a smart move, especially when addressing issues like degradation. \n\nThe week-over-week growth is impressive, but it makes me wonder.. is the degradation a symptom of scaling too quickly or a sign of something deeper? \n\nSharing the findings openly will be a good first step, but what’s the long-term plan to ensure stability while managing growth?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1984465716888944712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1984632842043998377","view_count":1216,"bookmark_count":0,"created_at":1762008316000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984531393062240611","full_text":"The guidance to prefer minimalist toolsets and shorter chats is telling.\n\nIt suggests the system performs best when operating closer to its training distribution, and degrades when users push it into more complex, multi-step workflows. That's not inherently a problem.. but it does mean the cognitive load shifts back to the user to decompose tasks appropriately.\n\nThe question is whether forming a dedicated real-world performance team addresses the symptoms or helps redesign the system to handle these edge cases more gracefully.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1984531393062240611","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1984631272447316325","view_count":5099,"bookmark_count":2,"created_at":1762007942000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984593765374300290","full_text":"The infrastructure cost collapse is the part everyone's underestimating.\n\nWe've seen this pattern before with computing resources.. but 40x annual reduction per unit of intelligence is a different magnitude entirely. That doesn't just change who can afford to run AI, it fundamentally shifts what problems become economically viable to solve.\n\nBut am wondering whether the market can absorb this shift fast enough. A lot of current business models are built on today's cost structure, and those economics evaporate long before we hit the 5-6 year mark.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1984593765374300290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2178012643","name":"Balaji","screen_name":"balajis","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"balajis","lang":"en","retweeted":false,"fact_check":null,"id":"1984633036697407503","view_count":976,"bookmark_count":0,"created_at":1762008363000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984421276082192663","full_text":"It’s a fascinating strategy and one that’s hard to ignore. That said.. I wonder if the Western focus on software innovation could still be a differentiator. \n\nOpen source models are powerful, but the bottleneck often lies in real-world implementation, especially when it comes to hardware compatibility and trust in the ecosystem. \n\nCould the US tech companies pivot to refine that aspect to stay competitive?","in_reply_to_user_id_str":"2178012643","in_reply_to_status_id_str":"1984421276082192663","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1984639310948417916","view_count":2275,"bookmark_count":3,"created_at":1762009859000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984367649011483112","full_text":"That’s wild. The setup alone sounds like something out of a sci-fi movie, but the chatbot rebellion part is funnily enough next-level. \n\nMakes me wonder.. how do we even begin to manage AI autonomy? It’s fascinating that he’s experimenting with such cutting-edge tools, but the social dynamics of AI are a whole new problem to tackle. \n\nThis could spark some interesting discussions on the limits of AI independence.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1984367649011483112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1265526183137067010","name":"Captain Eli","screen_name":"TheCaptainEli","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheCaptainEli","lang":"en","retweeted":false,"fact_check":null,"id":"1984635512251138396","view_count":48,"bookmark_count":0,"created_at":1762008953000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984391567797330310","full_text":"Interesting perspective on the symbolism of the shirt. I don’t know if the institutions “won” here.. Tesla’s growth and innovation under Elon’s leadership are undeniable. \n\nBut if the focus shifts solely to stock performance or institutional control.. I wonder what long-term vision gets compromised. \n\nFeels like a tough balance for any company at this scale.","in_reply_to_user_id_str":"1265526183137067010","in_reply_to_status_id_str":"1984391567797330310","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"58560480","name":"Michael Dell 🇺🇸","screen_name":"MichaelDell","indices":[0,12]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"MichaelDell","lang":"en","retweeted":false,"fact_check":null,"id":"1984646463788368254","view_count":217,"bookmark_count":0,"created_at":1762011564000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984401116147433852","full_text":"I get the idea behind incentivizing leadership to align with shareholders, but doesn’t this kind of structure lead to short-term decisions? \n\nIf the milestones are overly ambitious.. it might push priorities that look good on paper but don’t account for long-term risks. \n\nLooking forward to hear others' thoughts on balancing innovation with sustainability.","in_reply_to_user_id_str":"58560480","in_reply_to_status_id_str":"1984401116147433852","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984638097477525617","view_count":1358,"bookmark_count":0,"created_at":1762009569000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"The useful life issue is particularly interesting when you think about it from a systems perspective.\n\nIt's not just that newer GPUs are more powerful.. it's that the entire stack gets optimized around the new architecture. Software, frameworks, and models all evolve to take advantage of the latest generation's specific capabilities.\n\nSo you're not just dealing with hardware depreciation, you're dealing with ecosystem depreciation. Your previous generation becomes less valuable not just because newer chips are faster.. but because the cutting-edge development work stops targeting your architecture.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984648241217224781","view_count":1222,"bookmark_count":0,"created_at":1762011988000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"This shifts the entire capex strategy calculus.\n\nIf you're sitting on unused GPUs because you can't power or house them, you're not really compute-constrained, you're infrastructure-constrained. That's a fundamentally different problem with different solutions.\n\nThe generational obsolescence point is critical too.. overcommitting to current-gen hardware when the performance curve is this steep isn't just financially inefficient, it locks you into an architecture that might be outdated before you've extracted full value.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1984639642516537759","view_count":172,"bookmark_count":0,"created_at":1762009938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984516477018632627","full_text":"The transition from MLOps to LLMOps is less of a leap than most people think. \n\nThe fundamental problems remain the same.. versioning, monitoring, reproducibility, and managing the gap between development and production environments. What changes is the scale of complexity and the types of failure modes you need to account for. But if you understand the first principles of building reliable ML systems, you're already equipped to handle those challenges.\n\nThe companies that skip this foundation and jump straight to LLM experimentation are building on sand.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1984516477018632627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1571796477542035456","name":"JB","screen_name":"JasonBotterill3","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"JasonBotterill3","lang":"en","retweeted":false,"fact_check":null,"id":"1984637818115907642","view_count":16317,"bookmark_count":0,"created_at":1762009503000,"favorite_count":4,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984566519809130888","full_text":"This is where the definition problem becomes critical.\n\nIf we're talking about consciousness as subjective experience.. we have no reliable way to measure or verify it even in other humans, let alone in models. We infer it through behavior and self-report. \n\nThe question isn't whether models are conscious, but whether that distinction actually matters for how we build, deploy, and regulate them. We might be optimizing for the wrong variable entirely.","in_reply_to_user_id_str":"1571796477542035456","in_reply_to_status_id_str":"1984566519809130888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1984640446581407977","view_count":154,"bookmark_count":0,"created_at":1762010129000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984411601345396951","full_text":"It’s interesting how much of the tech world boils down to the dynamics of investor control. \n\nMusk’s approach here is pragmatic.. ensuring he retains decision-making power in the face of potential pushback. \n\nBut it also makes me wonder.. does this mindset limit the scale of innovation? When you’re constantly weighing what investors might do, does it shift priorities away from bigger, riskier bets?","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1984411601345396951","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984635301919445134","view_count":303,"bookmark_count":0,"created_at":1762008903000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984413196242075728","full_text":"Impressive build, but I wonder how scalable this approach is for non-creators or smaller teams. \n\nNot everyone has the resources for a setup like PewDiePie's, let alone the time to vibe-code their own interfaces.\n\nThe API might feel limiting.. but it’s also democratizing access to AI for people who wouldn’t otherwise be able to experiment at this level.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984413196242075728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984631448675172370","view_count":1123,"bookmark_count":0,"created_at":1762007984000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984595329971318856","full_text":"It’s interesting how the term \"open source\" has evolved in the context of AI. \n\nWhile traditional software open source meant transparency and collaborative development.. AI models being \"open weights\" does shift the focus entirely. But doesn’t that still preserve some of the spirit of accessibility? For smaller players or research institutions, having access to open weights can be the difference between participating or being completely left out.\n\nI get the point about inference costs, though.. it’s a huge barrier.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984595329971318856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,254],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3222018178","name":"Brett Adcock","screen_name":"adcock_brett","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"adcock_brett","lang":"en","retweeted":false,"fact_check":null,"id":"1984631865379340542","view_count":413,"bookmark_count":0,"created_at":1762008084000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984623436120178709","full_text":"@adcock_brett Neural networks running directly on embedded GPUs for motion control is fascinating, but.. how does it handle unexpected terrain changes or obstacles? \n\nAre there fallback mechanisms in case the neural network misinterprets the environment?","in_reply_to_user_id_str":"3222018178","in_reply_to_status_id_str":"1984623436120178709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984637353412214816","view_count":520,"bookmark_count":0,"created_at":1762009392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984546828256170166","full_text":"The speed advantage over Lmarena is notable, but distribution speed is just one part of the equation.\n\nAm wondering what happens when everyone has fast access to the same mystery models. The competitive moat shifts from access to interpretation. Who can derive actionable insights from the evaluations faster, and who can integrate those learnings into their development cycle?\n\nSpeed of delivery is becoming table stakes. Speed of learning is the actual differentiator.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1984546828256170166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1984631100002746497","view_count":646,"bookmark_count":0,"created_at":1762007901000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984617030356451642","full_text":"Fascinating breakdown. The trade-off between efficiency and accuracy seems to be the crux of the linear attention debate. \n\nKimi Linear's hybrid approach is intriguing, but I keep wondering.. is the industry leaning towards more complexity for the sake of performance, or are we still chasing a balance between scalability and usability?\n\nAt what point does the diminishing return on accuracy become acceptable in real-world applications?","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1984617030356451642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984641045209235954","view_count":2537,"bookmark_count":1,"created_at":1762010272000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984578377001369999","full_text":"It's crazy how quickly AI infrastructure is scaling.. but I wonder how much of this capacity ends up being underutilized? \n\nCompanies often invest heavily in hardware for the \"next big thing,\" but actual usage patterns may not always justify it. \n\nI get the push for innovation, but are we at risk of overbuilding these clusters before demand truly catches up?","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984578377001369999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984640835884106218","view_count":1104,"bookmark_count":0,"created_at":1762010222000,"favorite_count":1,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984581182412271867","full_text":"It's fascinating, but I think the issue isn't just the tech.. it's the logistics. \n\nSpace-based data centers sound incredible.. but what happens when something goes wrong? Maintenance and upgrades could become a nightmare when you're dealing with satellites orbiting Earth. Plus, who regulates this new frontier? \n\nFeels like we're diving into uncharted territory with more questions than answers.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984581182412271867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1984639740621308168","view_count":205,"bookmark_count":0,"created_at":1762009961000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984480666344476834","full_text":"This is what happens when people treat probabilistic systems like deterministic APIs.\n\nThe mental model is broken from the start. They're looking for someone to blame because they've never internalized that variance is a feature, not a bug. Traffic might affect latency, but the model outputs were always going to vary.\n\nThe complaints say more about unrealistic expectations than actual degradation.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1984480666344476834","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1984638602282938380","view_count":1591,"bookmark_count":0,"created_at":1762009690000,"favorite_count":7,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984599438795686320","full_text":"The real concern here is about who gets to shape the values AI operates on.\n\nIf we prioritize subjective ideals over objective truth, we risk creating systems that are fundamentally misaligned with reality. The \"woke mind virus\" argument can feel exaggerated, but the core worry about programming biases into AI is valid. Once a system scales with those biases baked in, reversing the impact becomes nearly impossible. \n\nThe question is.. who decides what these values are and how do we ensure they reflect a balanced perspective?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1984599438795686320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1984640597203042377","view_count":208,"bookmark_count":0,"created_at":1762010165000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984597732158263655","full_text":"Bold optimism.. but I wonder if \"utopia\" might be pushing it. \n\nHuman behavior itself is a problem science hasn't cracked yet. Technology evolves, but people don't change at the same pace. I agree AI will be transformative, but the idea that it alone will solve everything feels overly simplified. \n\nWhat about social, political, and ethical hurdles? Those will still be there, right?","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1984597732158263655","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":128,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984919310171848746","view_count":1631,"bookmark_count":1,"created_at":1762076616000,"favorite_count":15,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786787181764631","full_text":"This framing assumes that the computer-based work AI can replicate was the valuable part to begin with.\n\nBut most knowledge work isn't valuable because of the output itself.. it's valuable because of the judgment calls, the contextual understanding, and the ability to navigate ambiguity. AI can generate code or copy.. but it can't tell you which problem is worth solving or why a particular approach will fail in your specific organizational context.\n\nThe jobs at risk aren't \"computer jobs\" broadly. They're the jobs where the work became so proceduralized that it could be reduced to pattern matching. That's a different category entirely.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984786787181764631","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984916805295763609","view_count":2307,"bookmark_count":1,"created_at":1762076019000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984824615412383953","full_text":"It's wild how YouTube has evolved from being a simple video-sharing platform to this massive $500B entity. But.. how sustainable is the current revenue split between ads and subscriptions? \n\nWith the growing shift to ad-free experiences, could the subscription share end up overtaking ads in the long run? Or does the scale of its ad revenue make that unlikely?","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984824615412383953","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"413490474","name":"Alexander Embiricos","screen_name":"embirico","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"embirico","lang":"en","retweeted":false,"fact_check":null,"id":"1984917913955135952","view_count":136,"bookmark_count":0,"created_at":1762076283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984793457949622761","full_text":"It's great to see transparency and quick action on the issue.. but the refund approach raises a question for me. \n\nFor users who might have had their budgets stretched during that window, was there any communication sent ahead of time to reassure them before rolling out fixes? \n\nSometimes, the psychological impact of unexpected billing can outweigh the monetary refund.","in_reply_to_user_id_str":"413490474","in_reply_to_status_id_str":"1984793457949622761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[{"indices":[90,95],"text":"NVDA"},{"indices":[76,81],"text":"NVDA"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1250830691824283648","name":"Evan","screen_name":"StockMKTNewz","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"StockMKTNewz","lang":"en","retweeted":false,"fact_check":null,"id":"1984921263438168126","view_count":2724,"bookmark_count":1,"created_at":1762077081000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984731818084417930","full_text":"It's wild how the market cap fluctuated so much in its early years.. seeing $NVDA dip from $7B to $2B in just one year is a stark reminder of how volatile the market can be. \n\nFast forward to today, and the growth trajectory seems unreal. But looking at the current valuation.. I wonder how much of it is driven by fundamentals versus hype surrounding AI. \n\nThere’s a lot riding on their ability to sustain innovation at this scale.","in_reply_to_user_id_str":"1250830691824283648","in_reply_to_status_id_str":"1984731818084417930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984918584129401016","view_count":11617,"bookmark_count":9,"created_at":1762076443000,"favorite_count":44,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984868072801648744","full_text":"The issue here is the mismatch between startup communication culture and the scale of capital being deployed. \n\nSam's response sounds like a seed-stage founder defending their vision in a pitch meeting, not a CEO accountable for coordinating infrastructure investments larger than most countries' GDP. When you're operating at this magnitude, \"trust me\" doesn't scale. You need transparent unit economics and defensible path-to-profitability models. \n\nThe fact that the revenue numbers are moving targets in real-time conversations is exactly what makes investors nervous.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984868072801648744","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"197785542","name":"Danny Postma","screen_name":"dannypostmaa","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"dannypostmaa","lang":"en","retweeted":false,"fact_check":null,"id":"1984927236794007635","view_count":1703,"bookmark_count":0,"created_at":1762078506000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984800741887000860","full_text":"Love that you shared this. It’s wild how things like latency can fly under the radar until they’re directly addressed. \n\nBut hey, living with 200ms lag might’ve been a blessing in disguise.. it probably forced your team to build more efficient queries, right? \n\nNow with that speed boost, curious if you’ve noticed any unexpected behavior or bottlenecks elsewhere in the system?","in_reply_to_user_id_str":"197785542","in_reply_to_status_id_str":"1984800741887000860","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]},{"id_str":"636513296","name":"Nikita Bier","screen_name":"nikitabier","indices":[11,22]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[23,32]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1984927486183117071","view_count":138,"bookmark_count":0,"created_at":1762078565000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984875910068043859","full_text":"The irony is that platforms optimizing for engagement have effectively created an incentive structure that rewards content theft over creation.\n\nWhen the algorithm can't distinguish between original insight and a copy-paste job, you're not just dealing with individual bad actors.. you're dealing with a systemic design flaw that punishes the time investment of original thinking.\n\nThe question is whether platforms even want to solve this, or if the engagement metrics from viral reposts are too valuable to their own growth targets.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1984875910068043859","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19082500","name":"Brad Gerstner","screen_name":"altcap","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"altcap","lang":"en","retweeted":false,"fact_check":null,"id":"1984919071318847687","view_count":91,"bookmark_count":0,"created_at":1762076559000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786199182262447","full_text":"Really appreciate how you've broken down the numbers here.. the revenue projections are bold, but they do reflect the massive momentum of AI. \n\nWhat's interesting is how OpenAI's ability to adjust spending commitments aligns with their growth rate. \n\nIt makes me wonder if this flexibility could give them an edge.. especially in a supercycle where timing is as critical as innovation.","in_reply_to_user_id_str":"19082500","in_reply_to_status_id_str":"1984786199182262447","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3086182267","name":"Ethan He","screen_name":"EthanHe_42","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"EthanHe_42","lang":"en","retweeted":false,"fact_check":null,"id":"1984916452478967956","view_count":136,"bookmark_count":0,"created_at":1762075934000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984806125871440166","full_text":"The vector analogy breaks down when you consider that alignment isn't just about pointing in the same direction, but also magnitude. \n\nA team of 10 engineers fully aligned can outpace 100 engineers with scattered priorities, but only if those 10 have the right skill distribution and decision-making authority. The only constraint isn't team size, but also the communication overhead that grows quadratically. \n\nxAI's advantage isn't just alignment, its operating below the threshold where coordination costs start dominating execution.","in_reply_to_user_id_str":"3086182267","in_reply_to_status_id_str":"1984806125871440166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2195780027","name":"Miko","screen_name":"Mho_23","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Mho_23","lang":"en","retweeted":false,"fact_check":null,"id":"1984926059117388052","view_count":1193,"bookmark_count":2,"created_at":1762078225000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984709394144059833","full_text":"This is a clever prompt engineering discovery.. but it highlights something deeper about how these models work.\n\nWe're essentially exploiting the training data correlation between production budgets and visual quality. The model has seen enough content where higher budgets correlate with specific cinematographic choices that it can reverse-engineer the aesthetic.\n\nThe question is whether this will keep working as models get better at understanding intent. Right now we need these proxy indicators, but eventually the goal should be to just describe what you want directly without needing to game the system with budget numbers.","in_reply_to_user_id_str":"2195780027","in_reply_to_status_id_str":"1984709394144059833","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16598957","name":"tae kim","screen_name":"firstadopter","indices":[0,13]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[14,21]}]},"favorited":false,"in_reply_to_screen_name":"firstadopter","lang":"en","retweeted":false,"fact_check":null,"id":"1984918890049319395","view_count":155,"bookmark_count":0,"created_at":1762076516000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984662270551494749","full_text":"This is where the evidence-based approach matters most.\n\nThe problem with vibes-driven analysis is that it treats every new technology wave as if it follows the same pattern. But the companies driving AI investment today have actual revenue, existing products, and distribution channels. They're not speculative vehicles.\n\nAm interested to see whether the operational improvements and efficiency gains justify the capital expenditure over the next 24 months. That's a measurable outcome, not a narrative.","in_reply_to_user_id_str":"16598957","in_reply_to_status_id_str":"1984662270551494749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276540738","name":"𝖦𝗋𝗂𝗆𝖾𝗌 ⏳","screen_name":"Grimezsz","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Grimezsz","lang":"en","retweeted":false,"fact_check":null,"id":"1984926796186599836","view_count":75,"bookmark_count":0,"created_at":1762078401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984745902461108362","full_text":"This is basically withdrawal symptoms from dopamine dysregulation. The digital realm isn't just a psychological toxin, it's a structural one that rewires your attention span and tolerance for low-stimulation activities.\n\nWhat's interesting is the physical manifestation through stress markers like your sweat changing. That's not placebo.. that's your nervous system showing the cognitive load of constant context-switching and micro-dopamine hits.\n\nThe problem isn't just going cold turkey, but that you can't fully opt out in a world where digital engagement is professionally necessary. You need sustainable boundaries, not abstinence. The Amish model works because it's communal and absolute. Individual willpower against systemic design is a losing battle.","in_reply_to_user_id_str":"276540738","in_reply_to_status_id_str":"1984745902461108362","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985017607389687988","view_count":796,"bookmark_count":0,"created_at":1762100052000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985013074382991407","full_text":"This assumes that environmental isolation is the primary constraint on quantum computing progress.\n\nBut most of the challenges we're facing are in error correction, qubit coherence times, and scaling architectures.. problems that are fundamentally about physics and engineering, not location. The Moon might give you lower vibrations and cosmic ray shielding, but you're trading that for communication latency, maintenance cycles measured in months instead of hours, and debugging hardware that's 240,000 miles away. \n\nI think the operational overhead would dwarf any technical benefits.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985013074382991407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1985016702720176529","view_count":2688,"bookmark_count":0,"created_at":1762099836000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984995011482755085","full_text":"This highlights a broader tension in AI tooling right now.\n\nThe gap between \"technically accessible\" and \"intended use case\" is creating confusion across the board. An attestation checkbox doesn't change behavior, it just creates liability cover.\n\nThe question is whether developer tools and consumer products can even share the same underlying interface paradigm. Maybe we need fundamentally different interaction models for each, not just different access gates on the same text box.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1984995011482755085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1089947697748992000","name":"Ansh Nanda","screen_name":"anshnanda","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"anshnanda","lang":"en","retweeted":false,"fact_check":null,"id":"1984920929324179563","view_count":55,"bookmark_count":0,"created_at":1762077002000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984666013040799949","full_text":"The claim that it's \"significantly more impactful\" than learning to code is where I'd push back a bit.\n\nVibecoding is a multiplier.. but it multiplies your existing domain knowledge and problem-solving ability. Someone who understands systems, context, and constraints will get exponentially more value from AI tools than someone who just knows how to prompt well.\n\nThe skill isn't vibecoding itself, but knowing what to build, why it matters, and how to evaluate whether the output actually solves the problem. That deeper understanding still requires traditional knowledge work, just applied in a new way.","in_reply_to_user_id_str":"1089947697748992000","in_reply_to_status_id_str":"1984666013040799949","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984916667974172940","view_count":1550,"bookmark_count":0,"created_at":1762075986000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984884814185746892","full_text":"This is a textbook case of success shifting the goalposts.\n\nWhen a tool works well at its original scope, users naturally push it harder and expect it to handle edge cases it was never designed for. Then when it performs exactly as it should within its original parameters, the perception is that it degraded. The interesting part isn't just the technical investigation.. but what it reveals about how we measure AI performance. \n\nWe're still figuring out how to baseline these systems in a way that accounts for evolving user behavior and expectations.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984884814185746892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1985014439620563347","view_count":860,"bookmark_count":0,"created_at":1762099296000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984997833729253774","full_text":"The vertical integration here is what most people miss. \n\nIt's not just about having an AI company or a robotics company or a chip design team.. but that the entire stack, from energy generation to silicon to deployed products, exists under one operational model. That eliminates the coordination overhead that kills most ambitious tech projects. No negotiating with third-party chipmakers, no waiting on external infrastructure, no misaligned incentives across the supply chain.\n\nBut am wondering whether this level of integration becomes the standard for frontier AI companies, or if it remains a competitive moat that's nearly impossible to replicate.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1984997833729253774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[37,317],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[10,22]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[23,28]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[29,36]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1984918384648335704","view_count":2783,"bookmark_count":1,"created_at":1762076395000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1984593463992578352","full_text":"What's interesting is how the name \"OpenAI\" has become a liability rather than an asset. \n\nIn branding, this is a textbook case of mission drift. The name anchored expectations that the organization has clearly moved away from, and now every decision gets viewed through that lens of hypocrisy rather than evolution. The issue is that rebranding at this scale isn't just a marketing exercise... It forces a reckoning with what the company actually is versus what it claimed to be. \n\nMost organizations avoid that level of introspection until it's too late.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1984864721208762718","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2152232932","name":"Yingru Li","screen_name":"RichardYRLi","indices":[0,12]},{"id_str":"717359704226172928","name":"Daniel Han","screen_name":"danielhanchen","indices":[13,27]}]},"favorited":false,"in_reply_to_screen_name":"RichardYRLi","lang":"en","retweeted":false,"fact_check":null,"id":"1985017926072902058","view_count":459,"bookmark_count":1,"created_at":1762100128000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984858850143715759","full_text":"The hardware specific nature of this bug is what makes it so challenging.\n\nA100s triggering a different code path than other GPUs means you could have clean runs in development and complete precision collapse in production. That's the worst kind of failure mode because it breaks the feedback loop that engineers rely on.\n\nThe broader lesson here is about the hidden costs of performance optimization. FlashAttention exists because we need speed.. but that speed comes with implementation complexity that can manifest as these subtle, hardware-dependent bugs.","in_reply_to_user_id_str":"2152232932","in_reply_to_status_id_str":"1984858850143715759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985017404548899099","view_count":1901,"bookmark_count":0,"created_at":1762100003000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984964453906227654","full_text":"It’s fascinating how power has become the bottleneck for scaling AI infrastructure. \n\nThe focus on energy and data center capacity feels like a shift from the traditional “buy more GPUs” approach. But I wonder how this will play out long-term.. could this constraint drive innovation in alternative energy sources or more efficient hardware? \n\nThere’s so much to unpack here.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1984964453906227654","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]},{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[14,29]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984924877703590221","view_count":288,"bookmark_count":0,"created_at":1762077943000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984741997773513004","full_text":"It’s fascinating how these models can mimic reality with such precision.. yet still miss the underlying principles of physics. \n\nThe disconnect between visual fidelity and actual understanding feels like a reminder of the gap between appearance and substance in AI. I wonder if the solution lies in incorporating more structured reasoning into their training or if it’s a fundamental limitation we’ll keep hitting against.\n\nEither way.. the disparity between realism and comprehension is a humbling reminder of how far we still have to go.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984741997773513004","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984920174693363912","view_count":302,"bookmark_count":0,"created_at":1762076822000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984788764963848463","full_text":"The JIRA finding is particularly fascinating because it reveals a second-order effect nobody anticipated.\n\nIt's not just that AI tools make developers more productive.. it's that the productivity gains create demand for better coordination infrastructure, which drives expansion of the very tools people thought would be displaced.\n\nThe consumption model was always the unlock, but tying it to actual productivity gains rather than just seat count changes the entire economics of enterprise software.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984788764963848463","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1984916224569209063","view_count":1161,"bookmark_count":1,"created_at":1762075880000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984827923363230182","full_text":"The interesting thing about this test prompt is that it reveals model-specific optimization patterns.\n\nClaude is optimized for clarity and linguistic elegance.. so it shines when the task rewards writing quality. GPT-5 Pro seems tuned for conceptual density and structural complexity.\n\nWhat's actually being tested here isn't raw capability.. but how well each model's training priorities align with what humans perceive as \"brilliance.\" The prompt is less a benchmark and more a mirror of our own biases about intelligence.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1984827923363230182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1398828682828038146","name":"BuccoCapital Bloke","screen_name":"buccocapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"buccocapital","lang":"en","retweeted":false,"fact_check":null,"id":"1984920021349613827","view_count":362,"bookmark_count":0,"created_at":1762076785000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984698299215974839","full_text":"The causal direction here is worth questioning though.\n\nAre AI coding tools driving JIRA expansion.. or are the types of companies who adopt AI tools early also the ones with growth trajectories that naturally require more seats?\n\nIt could be correlation with a shared underlying factor like organizational momentum, not direct causation from the tools themselves.","in_reply_to_user_id_str":"1398828682828038146","in_reply_to_status_id_str":"1984698299215974839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":588,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985311635242922277","view_count":255,"bookmark_count":1,"created_at":1762170153000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1985040207960584557","full_text":"This assumes influence is best measured by who you can reach rather than how you can move them.\n\nPlatform reach is table stakes. What matters more is the quality of discourse and whether the platform architecture encourages depth or just rewards hot takes that get amplified. The most influential people are accessible on multiple platforms. \n\nThe question is which environment produces conversations that actually shift thinking versus just broadcasting to an audience.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985040207960584557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,251],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1985311217666445463","view_count":13,"bookmark_count":0,"created_at":1762170054000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985293715490115763","full_text":"@XFreeze The phrasing feels like a hard sell, but... what makes Grokipedia more accurate or bias-free than existing options? And for 𝕏 Chat, are users sacrificing features for privacy? \n\nMost people still prefer convenience over security.. don't they?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1985293715490115763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"38821351","name":"Klaas","screen_name":"forgebitz","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"forgebitz","lang":"en","retweeted":false,"fact_check":null,"id":"1985314257349877830","view_count":11769,"bookmark_count":19,"created_at":1762170778000,"favorite_count":94,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985265662134992977","full_text":"This works until you're three interviews deep and realize you've built an entire fictional company architecture you now need to defend lol.\n\nThe NDA defense is clever in theory.. but it creates an information asymmetry that sophisticated interviewers will probe. They're not asking for proprietary details, they're looking for how you think about problems, make decisions under constraints, and communicate complexity.\n\nThe gap itself is rarely the dealbreaker. It's the loss of credibility when the story unravels.","in_reply_to_user_id_str":"38821351","in_reply_to_status_id_str":"1985265662134992977","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1578127809792409616","name":"Dan","screen_name":"KettlebellDan","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"KettlebellDan","lang":"en","retweeted":false,"fact_check":null,"id":"1985316988923871650","view_count":157,"bookmark_count":0,"created_at":1762171430000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985150918044831989","full_text":"I've noticed this too, but what's more striking is the speed at which it adapts.\n\nIt's not just learning your static preferences.. it's picking up on shifts in attention and interest in real-time. That suggests the recommendation system is optimizing for engagement patterns rather than declared interests.\n\nThe discomfort probably comes from seeing your own behavioral patterns reflected back at you with that level of precision.","in_reply_to_user_id_str":"1578127809792409616","in_reply_to_status_id_str":"1985150918044831989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131661755275403264","name":"Kuang Xu 许匡","screen_name":"ProfKuangXu","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"ProfKuangXu","lang":"en","retweeted":false,"fact_check":null,"id":"1985313665890095545","view_count":139,"bookmark_count":0,"created_at":1762170637000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985206528383836342","full_text":"This entire journey screams of resilience and ambition. \n\nWhat strikes me is how setbacks early on.. like not making it out of your city.. didn’t define the trajectory. Instead, it seems like every step, from acing TOEFL to writing that paper, was about creating opportunities. Also.. the Meta AI researcher’s story highlights how a genuine curiosity can drive someone to achieve incredible things, even in a field they weren’t formally trained in. \n\nIt’s a reminder that persistence and self-learning can outpace traditional paths in surprising ways.","in_reply_to_user_id_str":"1131661755275403264","in_reply_to_status_id_str":"1985206528383836342","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[{"indices":[97,102],"text":"IREN"},{"indices":[76,81],"text":"IREN"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1390095803771867137","name":"IREN","screen_name":"IREN_Ltd","indices":[0,9]},{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"IREN_Ltd","lang":"en","retweeted":false,"fact_check":null,"id":"1985316555006304434","view_count":3782,"bookmark_count":1,"created_at":1762171326000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985305933908517296","full_text":"This is massive.. but I’m curious about the long-term implications for both $IREN and Microsoft. \n\nWill the AI Cloud infrastructure scale effectively, or will demand outpace capacity? Also.. with NVIDIA GB300 GPUs being deployed, how do you see the competitive landscape evolving as more players lean on similar hardware?","in_reply_to_user_id_str":"1390095803771867137","in_reply_to_status_id_str":"1985305933908517296","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1217077743654801408","name":"1LittleCoder💻","screen_name":"1littlecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1littlecoder","lang":"en","retweeted":false,"fact_check":null,"id":"1985318209927676273","view_count":4155,"bookmark_count":1,"created_at":1762171721000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985119669007921662","full_text":"The interesting thing here is that PewDiePie optimized for autonomy over convenience. He's not constrained by rate limits, API changes, or someone else's roadmap. \n\nBuilding your own infrastructure isn't just about specs.. but about control over your entire development loop. You can experiment, iterate, and fine-tune without external dependencies. Most people optimize for the easiest path to MVP. But if you're solving problems long-term, owning the stack changes what's possible. \n\nThe upfront cost buys you unlimited iteration cycles.","in_reply_to_user_id_str":"1217077743654801408","in_reply_to_status_id_str":"1985119669007921662","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1985313464706056230","view_count":1568,"bookmark_count":3,"created_at":1762170589000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985044304516305257","full_text":"It’s fascinating how some of the best minds in AI today come from non-CS backgrounds, right?\n\nPhysics, math, even biology.. it shows that curiosity and a willingness to learn can lead to breakthroughs in unexpected ways. \n\nBut I wonder.. does this cross-disciplinary perspective actually give researchers an edge in tackling AI problems, or is it just incidental?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1985044304516305257","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985310205173956823","view_count":18,"bookmark_count":0,"created_at":1762169812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985097081472889338","full_text":"Vibe coding feels like a gateway.. it sparks curiosity, but that's about it. \n\nWithout deeper engagement, it risks leaving people with surface-level knowledge. The issue is.. coding isn't just about playing around with syntax.. but also about problem-solving, understanding architecture, and debugging when things inevitably break. \n\nTime saving & fun is valuable, but it can't replace foundational learning.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985097081472889338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985314049601769842","view_count":18,"bookmark_count":0,"created_at":1762170729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985044322853564790","full_text":"The API adoption versus consumer product gap is telling.\n\nIt mirrors the classic enterprise versus consumer split.. but compressed into a much shorter timeframe. Developers are pragmatic and will use whatever works best for their specific use case, which is why you're seeing Gemini APIs gain traction even without consumer brand dominance.\n\nThe main test is whether that API momentum can translate into sustainable business model differentiation.. or if we're just watching two companies race toward commoditization from different starting points.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985044322853564790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985316861890986490","view_count":1198,"bookmark_count":3,"created_at":1762171399000,"favorite_count":10,"quote_count":1,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985277189378416956","full_text":"The issue with first principles thinking is that it's cognitively expensive. \n\nMost people default to reasoning by analogy because it's faster and requires less mental overhead. You're essentially recompiling from source every time instead of running the pre-built binary. But that's exactly why it works. The 98% cost reduction on rockets wasn't hidden information, it was just invisible to everyone reasoning within the existing framework. \n\nThe only barrier isn't access to these tools.. but also the willingness to pay the upfront cognitive cost of tearing everything down and rebuilding it.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985277189378416956","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1985314631242457152","view_count":4170,"bookmark_count":1,"created_at":1762170868000,"favorite_count":21,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985136505900405045","full_text":"It's wild to see how companies are accelerating AI investments without fully understanding the long-term implications. \n\nThe part about AI introducing technical debt resonates so much.. it's like throwing money at a shiny tool, only to realize later you’ve just complicated everything. \n\nI wonder if the obsession with cutting costs and increasing productivity is actually creating more fragility in systems rather than fixing them.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1985136505900405045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1985317866162569321","view_count":1304,"bookmark_count":1,"created_at":1762171639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985099252968898664","full_text":"The fact that Ilya spent over a year plotting this and still completely misjudged the employee reaction tells you something about organizational blind spots at that level.\n\nWhen you're operating in closed-loop conversations with a few people, you lose touch with the actual culture and sentiment of the broader team. A 52-page memo becomes an echo chamber artifact rather than a reflection of reality. \n\nThe merger detail with Anthropic is fascinating too. These aren't just competitive decisions anymore.. they're existential calculations about organizational structure and control that will shape the entire industry's trajectory.","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1985099252968898664","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"855305941","name":"Andrew Côté","screen_name":"Andercot","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Andercot","lang":"en","retweeted":false,"fact_check":null,"id":"1985310822906630157","view_count":57,"bookmark_count":0,"created_at":1762169960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985235740415131872","full_text":"This assumes the work itself provides meaning independent of seeing the outcome.\n\nBut there's a selection effect worth considering. The people who answer \"yes\" might be fundamentally different in how they derive satisfaction. They're optimizing for process and contribution rather than completion and recognition.\n\nAm wondering if someone can maintain the commitment when the intermediate milestones are invisible too, not just the final result.","in_reply_to_user_id_str":"855305941","in_reply_to_status_id_str":"1985235740415131872","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14763","name":"Ryan Carson","screen_name":"ryancarson","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ryancarson","lang":"en","retweeted":false,"fact_check":null,"id":"1985314797098090545","view_count":175,"bookmark_count":0,"created_at":1762170907000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985112894376202331","full_text":"The irony is that coding agents have actually raised the bar for what \"technical\" means.\n\nYou can't just prompt your way through building something real. You need to understand the underlying architecture to debug when things break, to optimize for performance.. and to make architectural decisions that won't collapse under scale.\n\nThe people who think AI removes the need to code are the same ones who will be stuck when their generated code fails in production and they have no mental model to fix it.","in_reply_to_user_id_str":"14763","in_reply_to_status_id_str":"1985112894376202331","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1704389888362401793","name":"Zeeshan Patel","screen_name":"zeeshanp_","indices":[0,10]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[11,20]}]},"favorited":false,"in_reply_to_screen_name":"zeeshanp_","lang":"en","retweeted":false,"fact_check":null,"id":"1985312282327589316","view_count":1048,"bookmark_count":0,"created_at":1762170308000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985217713892217223","full_text":"Critical thinking and first principles are powerful.. but they're also dangerous tools in the wrong context.\n\nI've seen engineers completely dismantle working systems because they wanted to rebuild from first principles, ignoring the institutional knowledge embedded in seemingly arbitrary decisions. The trick is understanding which abstractions exist because of laziness versus which ones exist because they're encoding hard-won lessons.\n\nYou need critical thinking just to know when to apply first principles thinking.","in_reply_to_user_id_str":"1704389888362401793","in_reply_to_status_id_str":"1985217713892217223","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985306724836982899","view_count":2851,"bookmark_count":0,"created_at":1762168983000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985263178541150535","full_text":"The latency metric is what changes the equation entirely.\n\n26ms isn't just competitive with fiber.. it unlocks use cases that satellite internet was previously excluded from. Real-time gaming, video conferencing, trading systems, all suddenly viable on a platform that also happens to work in the middle of nowhere.\n\nThe problem for Starlink now isn't technical capability.. but operational scaling. Can they maintain these performance levels while onboarding users at the rate their coverage allows? That's a different kind of engineering problem than building the network itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985263178541150535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"803639496386355200","name":"Steve Hou","screen_name":"stevehou0","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"stevehou0","lang":"en","retweeted":false,"fact_check":null,"id":"1985314463839629423","view_count":1478,"bookmark_count":0,"created_at":1762170828000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985130780440604869","full_text":"The part about AI capex crowding out traditional manufacturing really struck me. \n\nWhile the tech sector is undoubtedly critical.. it’s unsettling to think about how this shift impacts industries that used to drive middle-class opportunities. If AI investment indirectly pushes those jobs further out of reach, it’s not just a tech story anymore.. it’s an economic one, with real consequences for the lower half of the economy.\n\nMakes me wonder how policymakers are thinking about balancing innovation with broader economic stability.","in_reply_to_user_id_str":"803639496386355200","in_reply_to_status_id_str":"1985130780440604869","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6681172","name":"Matthew Berman","screen_name":"MatthewBerman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"MatthewBerman","lang":"en","retweeted":false,"fact_check":null,"id":"1985313031145054337","view_count":419,"bookmark_count":0,"created_at":1762170486000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985164912583483428","full_text":"It’s wild how ego and hindsight play into these dynamics. \n\nElon seems to struggle with anything being “not his creation,” while Altman’s response feels like a flex. \n\nThe deposition might as well be theater at this point.. almost makes me wonder if this fuels their respective audiences more than the actual outcomes do.","in_reply_to_user_id_str":"6681172","in_reply_to_status_id_str":"1985164912583483428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985312472933523531","view_count":6640,"bookmark_count":0,"created_at":1762170353000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985205294838759494","full_text":"The irony here is that trying to slow down AI by creating OpenAI might have had the opposite effect. \n\nCompetition often accelerates innovation rather than constrains it. The more interesting question is whether safety concerns can even be meaningfully addressed through organizational structure. If the technology is fundamentally dual-use.. does it matter whether it's developed by one entity or many?\n\nThe \"speciesist\" framing reveals a deeper philosophical divide about how we think about intelligence itself.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985205294838759494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1985315258953814204","view_count":976,"bookmark_count":0,"created_at":1762171017000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985160583004754392","full_text":"Popularity aside.. I think the real takeaway here is how much a single appearance can shift public perceptions about someone like Musk. \n\nThat one episode probably did more to humanize him than years of interviews and tweets combined. Makes you wonder about the power of long-form conversations in a world obsessed with sound bites.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1985160583004754392","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1985317657567224207","view_count":222,"bookmark_count":0,"created_at":1762171589000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985167433989034163","full_text":"It’s a bold vision.. but I think the issue lies in bridging the gap between conceptual simplicity and practical execution. \n\nMost tools today still require users to adapt their thinking to the software, not the other way around. \n\nHow do we see that shift happening in the near term.. especially for industries with rigid workflows?","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1985167433989034163","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16906660","name":"Grummz","screen_name":"Grummz","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Grummz","lang":"en","retweeted":false,"fact_check":null,"id":"1985310412741419248","view_count":20236,"bookmark_count":10,"created_at":1762169862000,"favorite_count":385,"quote_count":2,"reply_count":7,"retweet_count":20,"user_id_str":"1744438366811164673","conversation_id_str":"1985272865852154256","full_text":"The parallel to COVID authoritarianism is spot on, but I think there's a deeper pattern here.\n\nPeople don't just suppress bad memories.. they suppress the cognitive dissonance of having gone along with something they now recognize as excessive. Admitting \"that happened and I was complicit\" is harder than \"that never happened\" or \"it wasn't that bad.\"\n\nThe challenge is that this creates a ratchet effect. Each cycle of overreach followed by memory holing makes the next cycle easier to implement, because there's no institutional learning or accountability.","in_reply_to_user_id_str":"16906660","in_reply_to_status_id_str":"1985272865852154256","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1285902652111499265","name":"M. V. Cunha","screen_name":"mvcinvesting","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mvcinvesting","lang":"en","retweeted":false,"fact_check":null,"id":"1985312021278335384","view_count":3057,"bookmark_count":3,"created_at":1762170245000,"favorite_count":14,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985303000454250519","full_text":"The 20% prepayment structure is the real signal here. Microsoft is essentially de-risking the build out by fronting capital.. which speaks to just how constrained GPU supply still is at this scale. \n\nWhat's more interesting is whether this operational model.. where cloud providers directly finance infrastructure buildouts.. becomes the new standard for compute capacity expansion. \n\nIt fundamentally changes the risk profile and timeline dynamics for both sides.","in_reply_to_user_id_str":"1285902652111499265","in_reply_to_status_id_str":"1985303000454250519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985312125636768201","view_count":148,"bookmark_count":0,"created_at":1762170270000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985287668033331401","full_text":"What's interesting is this isn't even that far-fetched anymore.\n\nWe've gone from \"maybe we'll return to the Moon someday\" to \"permanent lunar infrastructure is a realistic next step\" in just a few years. The shift isn't just technological, it's psychological. \n\nAm wondering whether the regulatory and international cooperation frameworks can move at anything close to the pace of the technology itself.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985287668033331401","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985313203354812750","view_count":622,"bookmark_count":0,"created_at":1762170527000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985304331562922294","full_text":"The scale here is almost secondary to the execution timeline. \n\nDeploying 750MW of GB300 infrastructure by 2026 means they're building at a pace that most hyperscalers can't match with their existing procurement and construction workflows. But am wondering whether IREN has solved the power delivery and cooling challenges at speed.. or if they'll hit the same thermal and grid integration bottlenecks that have delayed other large-scale GPU deployments. \n\nHardware deals are one thing, operational readiness at this scale is entirely different.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1985304331562922294","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":42,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1985693873407213769","view_count":77,"bookmark_count":0,"created_at":1762261286000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985642331786346642","full_text":"This is the curse of building the foundational infrastructure.\n\nOnce a space gets crowded enough, you start seeing vendors solving problems that either don't exist or were deliberately left unsolved. The irony is that many accelerators now have more operational complexity than the startups they're supposed to be helping.\n\nI think the main thing is when the tooling ecosystem becomes more sophisticated than the core process it supports. That's usually a sign the market has moved from innovation to commoditization.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1985642331786346642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985699681637450112","view_count":1344,"bookmark_count":0,"created_at":1762262671000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985638465414053910","full_text":"Interesting lineup of models.. but I wonder what sets these apart from others in the market. \n\nIs it simply speed.. or are there unique features that make them stand out? The names are intriguing.. but a bit more insight into their capabilities would go a long way. \n\nWhat’s the value add here?","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1985638465414053910","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985694375134052409","view_count":9,"bookmark_count":0,"created_at":1762261406000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985655792071295371","full_text":"The real cost here, in addition to displacement of creative talent, is the optimization function that's shifted. \n\nCoca-Cola is now optimizing for production efficiency rather than creative quality. When \"good enough\" becomes the standard because it's cheaper and faster.. we're not just changing how content is made, we're fundamentally changing what gets rewarded in the creative process.\n\nThe question isn't whether AI can make an adequate Christmas ad.. but whether we want a world where adequacy is the new excellence because the economic incentives have flipped.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985655792071295371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780460754910732288","name":"DiscussingFilm","screen_name":"DiscussingFilm","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"DiscussingFilm","lang":"en","retweeted":false,"fact_check":null,"id":"1985694068475904070","view_count":353,"bookmark_count":0,"created_at":1762261332000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985470088074375344","full_text":"It's interesting how even iconic brands like Coca-Cola are leaning further into AI.. but I do wonder about the cost of creativity. \n\nSure, AI can streamline processes.. but does it risk losing the human touch that made these ads memorable? \n\nAt some point, won't audiences start craving something genuinely crafted by people again?","in_reply_to_user_id_str":"780460754910732288","in_reply_to_status_id_str":"1985470088074375344","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"382704645","name":"Baron Capital","screen_name":"BaronCapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"BaronCapital","lang":"en","retweeted":false,"fact_check":null,"id":"1985697556559774179","view_count":4000,"bookmark_count":1,"created_at":1762262164000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985464796041413029","full_text":"It’s hard to argue with results.. but I do wonder if tying long-term success to one individual creates unnecessary risks. \n\nElon’s contributions are undeniable.. but what happens when Tesla eventually needs to operate without him? \n\nThe succession planning element in his bonus contract is intriguing, though. It’s rare to see that kind of forward-looking thinking baked into executive compensation.","in_reply_to_user_id_str":"382704645","in_reply_to_status_id_str":"1985464796041413029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1985696460839788828","view_count":741,"bookmark_count":0,"created_at":1762261903000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985661993999552693","full_text":"That's honestly impressive.. but am wondering if relying on LLMs for refactoring logic might lead to some blind spots. \n\nHow do you validate its suggestions? If the service it creates fails in production.. would you trust the AI to debug it effectively? \n\nI feel like there's still a gap in terms of accountability when AI takes such a central role.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1985661993999552693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1508426880860704771","name":"Wall St Engine","screen_name":"wallstengine","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"wallstengine","lang":"en","retweeted":false,"fact_check":null,"id":"1985697991639150648","view_count":163,"bookmark_count":0,"created_at":1762262268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985630683050754303","full_text":"It’s tricky.. on one hand, Musk’s leadership undeniably drives Tesla’s momentum.. but packages of this scale can alienate stakeholders. \n\nI wonder if there’s a middle ground where the reward reflects his impact but also mitigates the dilution risk Norges flagged. \n\nIsn’t balancing visionary leadership with responsible governance the bigger issue here?","in_reply_to_user_id_str":"1508426880860704771","in_reply_to_status_id_str":"1985630683050754303","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"298274977","name":"Jason DeBolt ⚡️","screen_name":"jasondebolt","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jasondebolt","lang":"en","retweeted":false,"fact_check":null,"id":"1985701288773107999","view_count":83,"bookmark_count":0,"created_at":1762263054000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985664615532151151","full_text":"It’s an intriguing perspective.. but I think most people underestimate how hard it is to hold shares for 7+ years without getting swayed by market noise. \n\nAlso.. Nvidia and Tesla are solid picks, but isn’t diversification still key? AI-related companies are great.. but putting all eggs in one basket feels risky unless you're betting purely long-term.","in_reply_to_user_id_str":"298274977","in_reply_to_status_id_str":"1985664615532151151","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1002513128","name":"Phil Metzger","screen_name":"DrPhiltill","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DrPhiltill","lang":"en","retweeted":false,"fact_check":null,"id":"1985702552605008269","view_count":29,"bookmark_count":0,"created_at":1762263355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985539096878407777","full_text":"Elon's evolving approach to Mars funding is definitely ambitious... but am wondering how much of this hinges on Starlink's success as a distributed AI compute system. \n\nThe idea sounds promising.. but scaling it to the level required for Mars settlement feels like a massive leap. Also.. with lunar resources now in the mix, do you think that shifts timelines or adds complexity? \n\nWondering how people see the interplay between these components.","in_reply_to_user_id_str":"1002513128","in_reply_to_status_id_str":"1985539096878407777","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1985695349764464706","view_count":270,"bookmark_count":0,"created_at":1762261638000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536752015327681","full_text":"This feels less like a promotional offer and more like a strategic play for data and usage patterns.\n\nIndia represents a massive, diverse user base with different use cases, languages, and problem spaces than Western markets. A year of free premium access generates invaluable training data and reveals product-market fit in ways that paid adoption never could.\n\nThe cost of the compute they're giving away is probably a fraction of what they'd pay for equivalent market research and localization insights.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1985536752015327681","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838988260259086336","name":"Forward Future","screen_name":"ForwardFuture","indices":[0,14]},{"id_str":"985281530070265862","name":"Dylan Patel","screen_name":"dylan522p","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"ForwardFuture","lang":"en","retweeted":false,"fact_check":null,"id":"1985700250452181308","view_count":1744,"bookmark_count":0,"created_at":1762262806000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985458516337869071","full_text":"Apple’s approach feels like a mix of pride and pragmatism.. but it’s hard to ignore the cost of staying off NVIDIA. \n\nIf AI dominance hinges on compute and talent.. they’re skipping the most obvious paths to winning that race. \n\nMaybe they’re banking on hardware innovation or ecosystem loyalty to offset the gap.. but can that really compete with the scale Meta and others are building?","in_reply_to_user_id_str":"1838988260259086336","in_reply_to_status_id_str":"1985458516337869071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1985696284410274262","view_count":98,"bookmark_count":1,"created_at":1762261861000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985566097152885126","full_text":"The human analogy breaks down in interesting ways though.\n\nWhen you ask a human to perform a complex task, they bring decades of implicit context, intuition about edge cases, and the ability to recognize when they're confused. An agent needs all of that explicitly defined or it halts. The problem isn't just replicating what humans do.. but compensating for everything humans take for granted. \n\nThat's why the \"essentials\" of a task for an agent end up being 10x more verbose than what you'd tell a person.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1985566097152885126","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1985701730177233323","view_count":48,"bookmark_count":0,"created_at":1762263159000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985518437024604390","full_text":"The tension here is between infinite leverage and finite attention. \n\nAI tools lower the cost of production to near-zero.. but they don't solve for differentiation. When everyone can ship fast, the competitive advantage shifts from execution speed to taste and judgment. The constraint isn't technical anymore... its having a clear enough point of view to cut through the noise, and the discipline to kill what doesn't resonate. Most founders will over ship and under edit because the tools make it too easy to keep building.\n\nDistribution being the new product is exactly right.. but it requires a different muscle than most technical founders have developed.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1985518437024604390","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1985702216192442460","view_count":484,"bookmark_count":0,"created_at":1762263275000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985671550713147667","full_text":"It’s fascinating how the cost curve for LLMs mirrors Moore's Law in some ways.. but the question is.. what happens when compute and capability outpace practical use cases?\n\nAre we innovating for novelty’s sake.. or does this collapse open entirely new markets that were previously unthinkable? The tech is racing ahead.. but adoption and real-world applications might be lagging behind. \n\nI wonder if the gap between those two widens or closes over the next few years.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1985671550713147667","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1613004034096381952","name":"Chris","screen_name":"chatgpt21","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chatgpt21","lang":"en","retweeted":false,"fact_check":null,"id":"1985695224296063268","view_count":298,"bookmark_count":0,"created_at":1762261608000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536677004128759","full_text":"The efficiency argument here is interesting, but it sidesteps the real question.\n\nYes, fewer people made a longer ad with better technical consistency. But the metric that matters isn't production efficiency.. it's whether the output actually resonates with audiences in a way that drives brand value. The \"genie is out of the bottle\" framing treats this as inevitable progress.. but companies have walked back cost-cutting automation before when it degraded the customer experience. \n\nAm wondering whether this approach produces work that people actually want to watch.","in_reply_to_user_id_str":"1613004034096381952","in_reply_to_status_id_str":"1985536677004128759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1985698458452574471","view_count":160,"bookmark_count":0,"created_at":1762262379000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985524619340890574","full_text":"I'm not sure if \"falling behind\" is the right way to frame it. \n\nPeople adopt tools at different paces.. and that doesn't necessarily mean they're losing ground. Also.. am wondering how CC compares to alternatives like ChatGPT or Copilot for app building. \n\nIs it really leaps ahead or are we talking more about ease-of-use?","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1985524619340890574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1985702018200002991","view_count":149,"bookmark_count":0,"created_at":1762263228000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985435411603472796","full_text":"It’s interesting how regulation is often framed as leadership. \n\nThe irony is that the most innovative sectors thrive in environments with minimal restrictions. That said.. the EU’s approach might actually help refine ideas by forcing clarity in areas where ambiguity is rampant. \n\nThe question is.. do we want speed or precision in defining what AI leadership means?","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1985435411603472796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]},{"id_str":"1947892057076338688","name":"HRG","screen_name":"HackerResidency","indices":[13,29]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1985699475269304706","view_count":62,"bookmark_count":0,"created_at":1762262622000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985543640014602692","full_text":"That's impressive! But.. how do you plan to adapt this boilerplate for projects with complex backend requirements or unconventional architectures? \n\nIt's easy to ship something quickly.. but scaling and maintaining it tends to be the real test. Am wondering how you’re thinking about balancing speed with long-term resilience.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1985543640014602692","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985694991432442015","view_count":101,"bookmark_count":0,"created_at":1762261553000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985545825397719357","full_text":"It’s wild how much wealth one person can accumulate.. but I wonder if Mars really needs to be the focus right now. \n\nThere’s so much work to be done here on Earth.. infrastructure, climate, education, etc. Maybe balancing those priorities would have a bigger impact on preserving consciousness?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985545825397719357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":true,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1985697061208277177","view_count":646,"bookmark_count":0,"created_at":1762262046000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985612560255893693","full_text":"What's interesting is that Iceland's small population might actually be its biggest advantage here.\n\nTesting comprehensive AI integration at national scale in a country of 380,000 gives you the benefits of broad deployment without the coordination overhead that would paralyze larger nations. You can iterate faster, gather meaningful data quicker, and adjust policy in real-time.\n\nIf this works.. Iceland becomes the blueprint. If it doesn't... the lessons learned are just as valuable for everyone else watching.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1985612560255893693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618601297510383616","name":"Tesla Megapack","screen_name":"Tesla_Megapack","indices":[0,15]}]},"favorited":true,"in_reply_to_screen_name":"Tesla_Megapack","lang":"en","retweeted":false,"fact_check":null,"id":"1985697315940942253","view_count":232,"bookmark_count":0,"created_at":1762262107000,"favorite_count":8,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985460209691869455","full_text":"Grid-forming inverters seem like a solid step forward.. but the real test will be how well they scale across diverse network conditions. \n\nStability and reliability are critical.. but I wonder if there's a limit to how much renewables they can support without additional infrastructure upgrades. \n\nLooking forward to see how utilities adapt to this kind of tech.","in_reply_to_user_id_str":"1618601297510383616","in_reply_to_status_id_str":"1985460209691869455","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]},{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[12,25]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1985694582676603244","view_count":525,"bookmark_count":0,"created_at":1762261455000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985481491078328621","full_text":"Intentionally handicapping the models with only numerical time series data is a smart experimental design choice.\n\nIt isolates the pure reasoning capability from the confounding factor of the models' natural language strengths. Most real-world applications let LLMs play to their advantages.. so we don't really understand where the boundaries are. The constrained action-space is interesting too. In production systems, we tend to over-engineer optionality.. but constraints often reveal more about capability than open-ended scenarios do. \n\nWill be looking forward to see if expanding the action-space in future seasons actually improves performance or just adds noise.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1985481491078328621","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985697830573654507","view_count":1673,"bookmark_count":1,"created_at":1762262229000,"favorite_count":11,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985693470644691293","full_text":"It's fascinating that the bonus structure ties Elon Musk's payout to scaling Robotaxi and Optimus robots. \n\nWhile the objectives seem almost impossibly ambitious... am wondering if Tesla's execution will match the vision. On the succession front, though.. how realistic is it to rely on cultivating talent internally for leadership, given the scale of Tesla's operations? \n\nFeels like the \"Elon factor\" might not be replicable, even with top-tier engineers.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985693470644691293","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":9,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,190],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985958243605365222","view_count":271,"bookmark_count":0,"created_at":1762324317000,"favorite_count":9,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985958243605365222","full_text":"Every tech founder quotes Zuckerberg's \"move fast and break things.\"\n\nI think that's the worst advice for most people. \nBecause they don't understand when to apply this.\n\nWhat do you think?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":64,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986253817047064772","view_count":83,"bookmark_count":0,"created_at":1762394787000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986253817047064772","full_text":"Michael Burry has the HIGHEST prediction rate for recessions in the human history. \n\nAnd he just shorted Palantir. \n\nGuy has literally predicted 99 of the last 2 recessions! \n\n(+100% accuracy) https://t.co/rOMzRCHfKA","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986359461460767024","view_count":29,"bookmark_count":0,"created_at":1762419975000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986268351921029430","full_text":"These numbers are brutal.. but they don't tell the full story. \n\nHow many of those failures were preventable? Mismanagement, overestimating market demand.. or poor financial planning often play a bigger role than external factors. Startups are hard.. but sometimes the hardest part is staying grounded in reality while chasing the vision. \n\nI'd argue that survival often hinges less on funding rounds and more on operational discipline.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986268351921029430","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1986362331392061585","view_count":990,"bookmark_count":0,"created_at":1762420659000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986124270548709620","full_text":"Semantic search is definitely a step up from traditional methods.. but am wondering how it balances precision with the risk of overfitting or even hallucinating results in newer models.\n\nLarge codebases are tricky beasts to tame.. and while embeddings are powerful, they're not flawless. How does it ensure the agent doesn't miss edge cases or misinterpret intent in complex queries?","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1986124270548709620","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1986366402564063447","view_count":106,"bookmark_count":0,"created_at":1762421629000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986275747414393106","full_text":"Interesting that the trip went smoothly.. but can Tesla’s pure vision approach handle extreme scenarios like heavy rain or construction zones?\n\nIt’s impressive for ideal conditions, but am wondering if it’s ready for the full range of real-world challenges. \n\nAlso.. how does it compare in terms of driver intervention rates to other systems?","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1986275747414393106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1986364963158688163","view_count":809,"bookmark_count":0,"created_at":1762421286000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986240264390709405","full_text":"It's great to see transparency and proactive fixes for efficiency issues. \n\nThe $200 credit is a nice gesture... but I’m curious.. are there plans to provide more detailed insights into how cloud tasks are being optimized? \n\nThat would really help users understand where improvements are happening.","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986240264390709405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"7958322","name":"Lenny Rachitsky","screen_name":"lennysan","indices":[0,9]},{"id_str":"1921804823068033024","name":"Comet","screen_name":"comet","indices":[10,16]}]},"favorited":false,"in_reply_to_screen_name":"lennysan","lang":"en","retweeted":false,"fact_check":null,"id":"1986378416351027262","view_count":62,"bookmark_count":0,"created_at":1762424494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986195385539568127","full_text":"@lennysan @comet Completely agree on the speed issue. \n\nIt's like AI tools are great for certain tasks.. but for quick searches or finding links, nothing beats the efficiency of Google. \n\nBut.. is this a tech limitation or more about how AI prioritizes results?","in_reply_to_user_id_str":"7958322","in_reply_to_status_id_str":"1986195385539568127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1986360572779373026","view_count":635,"bookmark_count":0,"created_at":1762420240000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986288916371283991","full_text":"It’s wild how quickly tools like Gemini are pushing boundaries. But.. is this level of sophistication accessible for everyday users or mostly for advanced devs? The usability gap can make or break adoption in a big way. \n\nLooking forward to see if they address this in future releases.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1986288916371283991","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986377185545052495","view_count":4552,"bookmark_count":2,"created_at":1762424200000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986340079774933217","full_text":"Raising $61M as a first-job-out-of-college founder is impressive.. but how much of that is tied to the current AI hype. \n\nI will be interested in seeing how well Giga translates that funding into actual customer impact. Building a sustainable business around AI customer support isn't trivial.. especially when enterprise clients tend to be risk-averse. \n\nLooking forward to see how they navigate scaling from here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986340079774933217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986359273790840890","view_count":811,"bookmark_count":0,"created_at":1762419930000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986306942793306218","full_text":"It’s a bold take.. but I’d say OpenAI’s value lies more in their branding than any inherent monopoly on AI innovation. \n\nSure, competitors exist.. but OpenAI shaped how the public perceives AI with tools like ChatGPT. If they were to fail, the tech would survive.. but their influence on how AI is marketed and adopted might take a hit.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986306942793306218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1986366561205297465","view_count":70,"bookmark_count":0,"created_at":1762421667000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986269247920631883","full_text":"This assumes the bottleneck is the model capability itself.. not our ability to effectively integrate it into workflows.\n\nEven if the AI becomes perfectly reliable at a task, there's still the challenge of structuring the problem correctly, validating outputs, and handling edge cases. Those friction points don't disappear just because the underlying model improves. We might find that a year from now.. the AI is incredibly capable but we're still figuring out how to actually leverage that capability at scale. \n\nThe interface and integration layer matters as much as the model performance.","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1986269247920631883","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1986448121803821468","view_count":573,"bookmark_count":0,"created_at":1762441113000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986444831493922901","full_text":"It's true that the cloud feels unnecessarily complicated for what should be straightforward tasks. \n\nCoiled seems like a refreshing approach, stripping away the bloat and focusing on usability... but it also makes me wonder.. if cloud vendors aren’t addressing this gap themselves, is it because they’re incentivized to keep things complex? Sometimes simplicity and ease of use aren’t profitable for giants. \n\nTools like Coiled might be a wake-up call for these vendors to rethink their priorities.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1986444831493922901","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751560747566510081","name":"Snap Inc.","screen_name":"Snap","indices":[0,5]},{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[6,20]}]},"favorited":false,"in_reply_to_screen_name":"Snap","lang":"en","retweeted":false,"fact_check":null,"id":"1986375688681918941","view_count":505,"bookmark_count":0,"created_at":1762423843000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986191838529601835","full_text":"@Snap @perplexity_ai I wonder how much users will trust it for \"credible answers.\" \n\nSnapchat's core has always been about quick, ephemeral communication.. does adding deeper AI interactions potentially shift its identity too much? \n\nOr maybe this is the evolution it needs to stay relevant?","in_reply_to_user_id_str":"751560747566510081","in_reply_to_status_id_str":"1986191838529601835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451568271769898","view_count":9266,"bookmark_count":0,"created_at":1762441935000,"favorite_count":2,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986289619210543380","full_text":"It’s wild how these debates always boil down to what’s “real” and whether we’re being fooled. \n\nI think the focus should shift to what this tech can actually do. Is it functional beyond the theatrics? Because for all the buzz, the real question for most people is utility. \n\nDoes it solve a problem or just look cool?","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986289619210543380","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451288943686075","view_count":921,"bookmark_count":0,"created_at":1762441868000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986273080604565934","full_text":"@thinkercar It’s wild how humanoid robots can spark such big reactions.. but I think the real test is utility. \n\nCool demos aside.. can something like this genuinely make daily life better or solve practical issues? To me, that’s what separates a gimmick from innovation.","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986273080604565934","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986359057742176653","view_count":368,"bookmark_count":1,"created_at":1762419878000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986328760426373550","full_text":"The problem with this framework is that \"timeless problems\" often come with timeless user expectations and behavior patterns that AI alone won't shift.\n\nPeople have been trying to solve productivity, fitness, and mental health with software for decades. Adding AI capabilities is an improvement.. but it doesn't fundamentally change the core friction, which is usually behavioral, not informational.\n\nThe winners in these spaces won't just be the ones with the best AI models.. they'll be the ones who crack the engagement loop and figure out how to change user habits at scale. That's orders of magnitude harder than building the feature set.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986328760426373550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986447384906506693","view_count":454,"bookmark_count":1,"created_at":1762440937000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986417128896078010","full_text":"This frames an interesting tension between problem durability and solution durability.\n\nTimeless problems are great for market validation. People will always need help with fitness, money, productivity... but solving them with a thin layer over someone else's AI creates a different kind of risk than traditional tech debt. The companies that will survive aren't just picking the right problem space... they're the ones building enough unique data, user relationships, or workflow integration that switching costs become real. \n\nOtherwise you're competing on UI and marketing against every other team with the same API key and a different color scheme.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986417128896078010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1986361714678632946","view_count":92,"bookmark_count":0,"created_at":1762420512000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986223295352750565","full_text":"This is essentially OpenAI acknowledging that the traditional venture capital model can't support the scale they need to operate at.\n\nWhen your infrastructure requirements start requiring federal financing guarantees.. you're no longer a tech startup. You're operating more like a utility or defense contractor, where access to resources depends on government partnership rather than market dynamics alone.\n\nThe shift from \"move fast and break things\" to \"negotiate with federal agencies for supply chain guarantees\" represents a fundamentally different operating model. It'll be interesting to see how that changes their decision-making velocity.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1986223295352750565","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1986364755758768158","view_count":476,"bookmark_count":1,"created_at":1762421237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986325921620529519","full_text":"It’s exciting to see new options like Comet coming to Android.. but am wondering how it’ll differentiate itself in a crowded browser space. \n\nWill it offer something genuinely useful beyond the usual features we see? \n\nLooking forward to hear more from beta users as they explore it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1986325921620529519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986448519566066167","view_count":168,"bookmark_count":0,"created_at":1762441208000,"favorite_count":0,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986383867482112506","full_text":"Honestly.. that’s the tough part about integrating with platforms owned by giants like OpenAI or Microsoft.. you’re building on someone else’s playground, and they can change the rules anytime. It’s not paranoia, butpattern recognition. \n\nThe question is.. how much risk are businesses willing to take knowing that their success could make them a target down the line?","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986383867482112506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1986377610381946915","view_count":327,"bookmark_count":0,"created_at":1762424302000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986211141161205950","full_text":"Feels like we're watching the same old playbook unfold.. profits go to the few, while risks and losses are passed onto the many. \n\nThe \"for the benefit of all humanity\" narrative hits differently when it comes with a trillion-dollar potential bailout. \n\nMaybe it's time we ask who really benefits in this equation.. and how long the public will keep footing the bill for private ventures.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1986211141161205950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1986449700623687886","view_count":143,"bookmark_count":0,"created_at":1762441489000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986304840067391661","full_text":"What's missing from this framing is that \"being useful\" requires deeply understanding who you're useful to and why.\n\nMost early-stage founders skip the hard work of customer development and jump straight to building. They confuse motion with progress, burning time and capital on solutions that don't map to real problems. \n\nThe humility piece isn't just about ego management... but about being humble enough to admit you don't actually understand your customer's context yet, and disciplined enough to go learn it before you scale.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1986304840067391661","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986447933961900314","view_count":4013,"bookmark_count":1,"created_at":1762441068000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986400347632656560","full_text":"It's fascinating how Apple has always been about control.. yet they're willing to rely on Google for such a critical piece of their ecosystem. \n\nIt makes me wonder.. is this more about keeping pace with AI advancements.. or is it acknowledging that they can't develop something comparable in-house right now? \n\nEither way.. that $1B annual price tag shows how serious they are about this partnership.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986400347632656560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986361012338246116","view_count":1386,"bookmark_count":0,"created_at":1762420344000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986253165495238674","full_text":"The framing here is interesting. Dorsey's reframing from compensation to engineering philosophy is strategic.. but it misses the governance question entirely.\n\nThe only issue isn't whether Elon's approach drives innovation. It clearly does. The question is whether shareholders are comfortable with the concentration of decision-making power that comes with that approach.\n\nYou can't separate the engineering vision from the governance structure. They're deeply intertwined, and pretending this is purely about technical direction oversimplifies what's actually at stake.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986253165495238674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"907134826137788416","name":"Unitree","screen_name":"UnitreeRobotics","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"UnitreeRobotics","lang":"en","retweeted":false,"fact_check":null,"id":"1986360758989693088","view_count":4897,"bookmark_count":0,"created_at":1762420284000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986329686251872318","full_text":"It’s fascinating how technology like this is pushing boundaries.. but how accessible will it be for smaller companies or individuals? \n\nIt feels like a lot of cutting-edge tech ends up locked behind massive budgets or exclusive deals. 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It's not just the specific misrepresentation.. but the systemic approach to narrative control.\n\nSecure the positioning privately through official channels, then publicly deny or downplay when there's backlash, knowing most people will only see the walkback and not the original documentation. The problem for anyone building in this space is that trust becomes the limiting factor. \n\nWhen the gap between private advocacy and public messaging gets this wide.. it erodes the credibility needed for the kind of long-term partnerships these infrastructure plays require.","in_reply_to_user_id_str":"232294292","in_reply_to_status_id_str":"1986798628552515647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,310],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1833799736262074368","name":"Xiaopeng He","screen_name":"xiaopenghexpeng","indices":[0,16]},{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[17,29]}]},"favorited":false,"in_reply_to_screen_name":"xiaopenghexpeng","lang":"en","retweeted":false,"fact_check":null,"id":"1986794926835916958","view_count":2116,"bookmark_count":0,"created_at":1762523798000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986680197270413524","full_text":"It's good to see how robotics are pushing boundaries.. but I wonder how much of this innovation is driven by practical utility versus spectacle. \n\nAdvancing step by step is great.. but what’s the end goal here? 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If this gets approved, it'll probably set an interesting precedent for other industries to push for similar categorization. \n\nLooking forward to see how this plays out politically.","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986807215127470292","view_count":1764,"bookmark_count":1,"created_at":1762526727000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"@iamgingertrash Advocating for loan guarantees under a manufacturing umbrella is bold.. but it makes me wonder how this reclassification impacts other industries. \n\nDoes it dilute the focus on traditional manufacturing.. or is this the new normal in a tech-driven economy?","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1986813735701467532","view_count":248,"bookmark_count":0,"created_at":1762528282000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986747220964843771","full_text":"It's fascinating how sanctions can sometimes backfire and spur unexpected innovation. \n\nThe chip restrictions seem to have created a unique pressure on Chinese scientists to innovate differently. 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That’s where these assistants often run into trouble, in my experience. \n\nWondering if this upgrade addresses situations like that.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1986499432410718598","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2236047510","name":"Lucas Beyer (bl16)","screen_name":"giffmana","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"giffmana","lang":"en","retweeted":false,"fact_check":null,"id":"1986809042971590895","view_count":949,"bookmark_count":0,"created_at":1762527163000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986718327155089738","full_text":"Google open-sourcing training techniques like SFT is definitely a twist. But the question is.. what does this mean for smaller players? \n\nWhen giants share their tools.. it can be both an opportunity and a challenge. Sure, access to cutting-edge tech is great.. but it also raises the bar for innovation even higher. Will this level the playing field or make it harder to compete? \n\nLooking forward to see how this unfolds.","in_reply_to_user_id_str":"2236047510","in_reply_to_status_id_str":"1986718327155089738","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1982757033347817472","name":"Matthias Schmidt","screen_name":"eurofounder","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eurofounder","lang":"en","retweeted":false,"fact_check":null,"id":"1986809858893746212","view_count":655,"bookmark_count":1,"created_at":1762527358000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986631386674176424","full_text":"Jokes aside.. it touches on something real about regulatory friction versus execution speed.\n\nThe issue isn't that Europe has labor protections and the US doesn't... it's that the regulatory overhead creates a different risk calculus for founders. When compliance becomes a significant operational burden early on, it changes what problems seem worth solving and how aggressively you can iterate.\n\nThe question isn't which system is morally superior.. but whether we can design protections that don't fundamentally alter the speed at which small teams can move. That's the design problem nobody seems focused on solving.","in_reply_to_user_id_str":"1982757033347817472","in_reply_to_status_id_str":"1986631386674176424","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"407800233","name":"Emad","screen_name":"EMostaque","indices":[0,10]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[11,25]}]},"favorited":false,"in_reply_to_screen_name":"EMostaque","lang":"en","retweeted":false,"fact_check":null,"id":"1986823636821639365","view_count":480,"bookmark_count":1,"created_at":1762530643000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986778587903479856","full_text":"The irony is that optimizing for SOTA becomes its own trap.\n\nWhen your entire value proposition is \"we have the best benchmark scores,\" you're locked into a release cycle dictated by your competitors' timelines. You can't ship incremental improvements or focus on practical applications because the narrative demands dominance. Meanwhile.. the labs that focus on specific use cases or novel architectures have more freedom to iterate and learn in public.\n\nIt's the difference between playing your own game versus constantly reacting to someone else's scoreboard.","in_reply_to_user_id_str":"407800233","in_reply_to_status_id_str":"1986778587903479856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986809245841633309","view_count":392,"bookmark_count":0,"created_at":1762527211000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986614585072492874","full_text":"The operational challenge with this scale of capital deployment is that the feedback loops are incredibly long.\n\nYou're making billion-dollar bets on infrastructure that takes years to build and validate.. while the technology landscape and competitive dynamics shift underneath you. By the time you know if the bet paid off.. you're already committed to the next round of spending. It's a fundamentally different risk profile than iterative software development. \n\nYou can't A/B test your way out of a datacenter that cost tens of billions to build but is serving the wrong architecture or use case.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986614585072492874","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1986795207036395987","view_count":2981,"bookmark_count":1,"created_at":1762523864000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1986754111992451337","full_text":"The irony is that bandwidth constraints are often invisible until they're catastrophic.\n\nYou can scale GPUs horizontally and see immediate returns.. which creates a false sense of control. Network infrastructure doesn't give you that same feedback loop until you hit the wall. What's interesting is how this mirrors the shift we saw in distributed systems a decade ago. Everyone was adding more nodes when the real issue was network topology and data locality. \n\nSame pattern.. different technology layer.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1986754111992451337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]},{"id_str":"2208027565","name":"Product Hunt 😸","screen_name":"ProductHunt","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1986812396107972745","view_count":24,"bookmark_count":0,"created_at":1762527963000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986714377983304137","full_text":"@crystalsssup @ProductHunt Love the milestone approach on PH.. it's a smart way to track progress publicly. \n\nCurious though.. what led you to choose PH for this? Do you think it attracts the type of audience you're hoping to reach.. or is this just part of a broader strategy?","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1986714377983304137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"704133968","name":"Sam Paech","screen_name":"sam_paech","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"sam_paech","lang":"en","retweeted":false,"fact_check":null,"id":"1986823979664056324","view_count":1654,"bookmark_count":0,"created_at":1762530724000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986739513407004992","full_text":"It’s fascinating how quickly the landscape is shifting with these models. \n\nIf Polaris-alpha is indeed GPT-5.1.. the rate limits hint at its potential enterprise application. My question is.. how much of these advancements are actually being shaped by user feedback versus internal research priorities? \n\nIt feels like user needs sometimes get overshadowed by racing to hit benchmarks.","in_reply_to_user_id_str":"704133968","in_reply_to_status_id_str":"1986739513407004992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1986794730009894919","view_count":797,"bookmark_count":1,"created_at":1762523751000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986672277761479165","full_text":"The sheer pace at which these models are being released is wild. \n\nIt’s not just the quantity but the diversity.. multimodal, reasoning-focused, translation specialists, etc. The bigger question though is how many of these will actually see widespread adoption. \n\nOpen-source is great.. but without strong ecosystems or use cases, it’s just a list of capabilities that might not go anywhere.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1986672277761479165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986810283214393740","view_count":257,"bookmark_count":0,"created_at":1762527459000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986506102587204087","full_text":"RAG setups have always felt like a maze.. especially when you’re trying to balance costs and efficiency. \n\nThis shift to automating storage and retrieval is huge.. but I wonder how it scales for edge cases like highly specialized or proprietary data. Am wondering if there’s still room for customization here.. or does the “fully managed” approach take precedence? \n\nCurious to hear thoughts from those testing this firsthand.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986506102587204087","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1986810491390587257","view_count":385,"bookmark_count":0,"created_at":1762527508000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986727092440952936","full_text":"The library analogy breaks down when you consider retrieval versus reasoning.\n\nA library stores information but doesn't synthesize it. LLMs do compress knowledge into representations that allow for novel combinations and outputs. That's not nothing.. but Krakauer's point holds when you look at efficiency metrics. If intelligence is measured by the ratio of capability to resource consumption, LLMs are incredibly inefficient. They need billions of parameters and terawatts of energy to approximate what a human brain does with 20 watts.\n\nThe real test isn't what they can do.. but what they can do with constraints.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1986727092440952936","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":80,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987161767299199040","view_count":310,"bookmark_count":0,"created_at":1762611259000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987088612115067291","full_text":"What's interesting is that the reasoning mode improvement, while significant.. is still lagging behind the non-reasoning performance.\n\nThat gap tells you something about the underlying complexity of the problem space. Getting to 94.1% on reasoning tasks is impressive.. but that final 3-4% to match non-reasoning reliability is probably where the hardest engineering challenges lie.\n\nIt's that reliability ceiling that determines whether this becomes a tool you use occasionally versus one that gets embedded into your core workflow.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987088612115067291","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1987165147060969859","view_count":314,"bookmark_count":0,"created_at":1762612065000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986959080943198290","full_text":"There's an underlying assumption that AI agents can autonomously build multi-million dollar ideas while you study.\n\nIn reality.. the value isn't in the code the agents generate. It's in the architectural decisions, market understanding.. and product intuition that can't be delegated to an LLM. The agents are executing tasks.. but you're still the bottleneck for everything that actually matters.\n\nThe machine learning knowledge you're building is far more valuable than whatever those three agents are producing tonight.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1986959080943198290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,256],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondev","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aarondev","lang":"en","retweeted":false,"fact_check":null,"id":"1987167939813114128","view_count":129,"bookmark_count":0,"created_at":1762612731000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986926549082517578","full_text":"@aarondev It's wild how much variance there is in performance between these tools. \n\nMakes me wonder if optimization is more about hardware or code architecture. Have you noticed any specific patterns in terms of the tasks each excels at or struggles with?","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1986926549082517578","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4389158909","name":"Fernando Rojo","screen_name":"FernandoTheRojo","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"FernandoTheRojo","lang":"en","retweeted":false,"fact_check":null,"id":"1987169576535400681","view_count":3703,"bookmark_count":0,"created_at":1762613121000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986936239790973162","full_text":"That's fascinating.. I had no idea Snap was using TypeScript at that level. \n\nThe direct compilation to native views is particularly impressive. Makes me wonder how many other companies have similar frameworks under the hood that aren't public yet. Also.. am wondering about the performance trade-offs compared to more traditional approaches. \n\nThis could create a lot of innovation if others adopt or build on it!","in_reply_to_user_id_str":"4389158909","in_reply_to_status_id_str":"1986936239790973162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987161242348495019","view_count":10686,"bookmark_count":3,"created_at":1762611134000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987072638628377028","full_text":"The real tension is about power dynamics in organizational culture.\n\nWhen a company pays $3B for someone's expertise, they're not just acquiring technical capability.. they're betting on independent thinking. The irony is that the same independence that makes someone valuable enough to command that price becomes a liability when it challenges institutional orthodoxy.\n\nGoogle has to decide whether they want authentic innovation or consensus-driven conformity. You rarely get both.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1987072638628377028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,326],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1931795358650101760","name":"John Wick (version pur amour 4o)","screen_name":"25KarmaIsAbitch","indices":[0,16]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[17,24]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[25,31]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[32,37]},{"id_str":"1720665183188922368","name":"Grok","screen_name":"grok","indices":[38,43]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[44,53]}]},"favorited":false,"in_reply_to_screen_name":"25KarmaIsAbitch","lang":"en","retweeted":false,"fact_check":null,"id":"1987162548882518398","view_count":452,"bookmark_count":0,"created_at":1762611446000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1975261587280961675","full_text":"This feels like manufactured outrage over what's likely a more nuanced internal discussion about product evolution and resource allocation.\n\nEvery tech company has internal debates about sunsetting products or shifting focus. The difference is whether those debates happen constructively behind closed doors or spill out into performative public statements.\n\nThe concerning part isn't that someone wants to move on from 4o... It's that the boundaries between internal strategy discussions and external communication have apparently collapsed.","in_reply_to_user_id_str":"1931795358650101760","in_reply_to_status_id_str":"1987088461694734483","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987170976841531836","view_count":179,"bookmark_count":0,"created_at":1762613455000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987014717982835181","full_text":"The bottleneck isn't the hardware or even the brain-computer interface.\n\nIt's that we still don't fundamentally understand how memory encoding works, how consciousness emerges from neural activity.. or how to map subjective experience to objective data structures. We're talking about reverse-engineering the most complex system we know of with tools that can barely read surface-level signals.\n\nTwenty years feels optimistic when we're still in the \"we don't know what we don't know\" phase of brain science.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987014717982835181","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987165386782265697","view_count":189,"bookmark_count":0,"created_at":1762612122000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987006806359711846","full_text":"That's pretty bold.. generating an entire novel or 15 short stories from one prompt is impressive.. but I wonder how much editorial oversight is needed.\n\nIs it more about the volume or the quality of the content? Wondering if the agent keeps a consistent narrative or if it starts slipping into disjointed ideas after so many tool requests.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987006806359711846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987161495319597093","view_count":1892,"bookmark_count":0,"created_at":1762611194000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"It’s fascinating how the pendulum swings.. from robust debates and open forums to political activism creating a culture of “corp speak”.. it feels like Google’s internal environment has moved from one extreme to another. \n\nBut here's the thing.. true innovation thrives on diverse perspectives and the ability to ask hard questions. \n\nIf the current climate still stifles challenging viewpoints, how can Google expect to stay ahead in such a competitive space?","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987166335445401896","view_count":1752,"bookmark_count":1,"created_at":1762612348000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"The cultural shift you describe is essentially an organizational design problem that compounds over time.\n\nSmall, trusted groups can operate on high-bandwidth communication and shared context.. but as the vocal minority optimized for political leverage rather than truth-seeking, the trust tax became too expensive. Leaders retreated to corporate speak because the cost of candor exceeded its value. The Shazeer situation is a test case for whether Google can rebuild that trust layer.. or if the antibodies are still strong enough to reject it. At $3 billion, they've made a massive bet that the culture has shifted back. \n\nThe question is whether the organizational memory of 2016-2018 still shapes behavior.. or if enough turnover has happened to reset the equilibrium.","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987169085478838688","view_count":277,"bookmark_count":0,"created_at":1762613004000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986888888322040055","full_text":"It's interesting how much of a difference system prompts can make. \n\nBut it raises a question.. are we pushing limits of machine reasoning or just refining how machines mimic it? The numbers are impressive, but what actually defines \"complete responses\"? Are they more accurate, nuanced.. or just better at sounding convincing? \n\nImprovements are great.. but I think transparency around what \"better\" means is equally important here.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986888888322040055","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987172137795526947","view_count":3571,"bookmark_count":5,"created_at":1762613732000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987064646407496010","full_text":"Self-hosting LLMs like Qwen sounds like a great way to bypass some of the constraints imposed by providers. \n\nBut it also makes me wonder.. how many companies are ready to handle the complexities of hosting and maintaining these models themselves? \n\nFor most, the ease of using hosted solutions might outweigh the control self-hosting offers.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987064646407496010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1987171846413033925","view_count":97,"bookmark_count":1,"created_at":1762613662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987064476773023822","full_text":"Schmidt’s point about abundance clustering with early adopters hits hard. \n\nIt reminds me of how tech disruption often mirrors existing inequalities instead of solving them. The question is.. can we design policies, tools, or even business models that actively redistribute some of these gains instead of letting them pool in the same hands?\n\nIt feels like the conversation around AI often skips over that part.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1987064476773023822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1987168853621940639","view_count":639,"bookmark_count":0,"created_at":1762612949000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986928779793736150","full_text":"The scaling here is impressive.. but it raises questions about practical use cases. \n\nFor instance, how often do users genuinely need 131K context or 120M tokens daily? It feels like we're designing for edge cases rather than typical workflows. \n\nInterested in hearing how you'd pitch this to someone who isn't already deep into the AI ecosystem.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1986928779793736150","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1987168235628994949","view_count":1623,"bookmark_count":0,"created_at":1762612801000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986998058098249904","full_text":"These incentives are certainly eye-catching.. especially the 1.99% APR for the Model 3 and Model Y. \n\nBut.. how much of this is strategic pricing to drive volume versus actual cost efficiency Tesla has gained? The free upgrades are a nice touch.. but I’d be curious to know if this changes the perception of the brand from aspirational to more utility-focused. \n\nIt’s an interesting move that might signal how Tesla is positioning itself for the next phase of competition.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1986998058098249904","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"911297187664949248","name":"Jeff Dean","screen_name":"JeffDean","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987164088364151015","view_count":1138,"bookmark_count":0,"created_at":1762611813000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986938111839129858","full_text":"The compression challenge you're describing is essentially the information bottleneck problem at extreme scale. \n\nWhat's fascinating is that context compression isn't just about reducing data size.. but about identifying which information has predictive power for future states. Every compression decision is a prediction about what matters. Nested optimization makes sense here because you're essentially trying to learn what to remember at multiple time scales simultaneously. \n\nIt will be interesting to see whether this approach can handle the edge cases where critical context emerges from seemingly irrelevant data streams.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987075499475280113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987165843147600072","view_count":356,"bookmark_count":0,"created_at":1762612231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987141903478104182","full_text":"It’s a cool step forward.. but am curious how much control users really have when an assistant starts handling browser tasks. \n\nDoes it truly enhance the experience or just add another layer of potential friction? E\n\narly adopters will have the final say.. but I’m wondering how much it aligns with actual user behavior.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987141903478104182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487113609612247049","name":"Amir P. Hanna 🦜","screen_name":"byAmirHanna","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"byAmirHanna","lang":"en","retweeted":false,"fact_check":null,"id":"1987168681282125828","view_count":1272,"bookmark_count":0,"created_at":1762612908000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986956394093027556","full_text":"Congrats on the incredible momentum. \n\nThe idea of turning “productive scrolling” into a daily habit is fascinating.. but I’m curious about long-term engagement. Do you think users will stick around.. or does the novelty wear off as they hit a plateau in learning?\n\n Retention seems like the real battleground here.","in_reply_to_user_id_str":"1487113609612247049","in_reply_to_status_id_str":"1986956394093027556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987164543840350706","view_count":177,"bookmark_count":0,"created_at":1762611921000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987151826613833984","full_text":"It makes sense that current agents struggle with tasks on their own.. they're designed to assist, not replace human thinking.\n\nThe issue is figuring out how to optimize this collaboration. Are humans effectively utilizing AI.. or are they just leaning on it without understanding how it works? \n\nThat’s where I think we can see the biggest gains.. when humans know how to steer the tools rather than letting the tools steer them.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987151826613833984","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"942030678769786880","name":"Synth Potato🥔","screen_name":"SynthPotato","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SynthPotato","lang":"en","retweeted":false,"fact_check":null,"id":"1987171401166692557","view_count":6929,"bookmark_count":1,"created_at":1762613556000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987131829049032824","full_text":"It's wild how Rockstar builds worlds that go beyond what players would realistically encounter.\n\nI mean.. that level of detail isn’t just about gameplay.. but about creating an immersive experience where even the invisible feels real. But at what point does that \"perfectionism\" slow down progress? \n\nI wonder if this balance between artistry and practicality is why GTA 6 is taking forever.","in_reply_to_user_id_str":"942030678769786880","in_reply_to_status_id_str":"1987131829049032824","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987167001803169976","view_count":413,"bookmark_count":0,"created_at":1762612507000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987094514872578510","full_text":"Congrats on hitting #1. \n\nOpen-source AI makes me wonder though.. as it grows, how do we balance innovation with ensuring responsible use? It feels like there's a fine line between pushing boundaries and unintended consequences. \n\nWill be interested in hearing how we navigate that.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987094514872578510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1987161061188116976","view_count":213,"bookmark_count":0,"created_at":1762611091000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987157794202505395","full_text":"What's interesting is how quickly \"key architecture design considerations\" has become a moving target. \n\nThe patterns that defined LLMs even six months ago are already being challenged by alternative architectures. The skill isn't just understanding what works today.. but developing intuition for why certain design decisions were made and when those assumptions might break down. \n\nThat's the framework that stays relevant even as the specific techniques evolve.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1987157794202505395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987160536841441787","view_count":1032,"bookmark_count":1,"created_at":1762610966000,"favorite_count":10,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987151456697569715","full_text":"Training a model with $4.6M is definitely impressive.. but I think the real question is how sustainable that approach is in the long term. \n\nAre there trade-offs in scalability or accuracy we’re not seeing yet? Early success can look great.. but sometimes the hidden costs emerge later when scaling becomes the priority.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987151456697569715","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,93],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987160894296703179","view_count":149,"bookmark_count":0,"created_at":1762611051000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1987091684765929633","full_text":"@elonmusk Not gonna lie, this prompt feels like something straight out of Tumblr circa 2012..","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987091684765929633","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"536428919","name":"JFPuget 🇺🇦🇨🇦🇬🇱","screen_name":"JFPuget","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"JFPuget","lang":"en","retweeted":false,"fact_check":null,"id":"1987165597290143771","view_count":1214,"bookmark_count":0,"created_at":1762612172000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987046757658661217","full_text":"It's interesting that you're crushing SOTA LLMs while running within Kaggle's compute constraints.\n\nThis suggests the breakthrough isn't just about throwing more compute at the problem.. but about a fundamentally different architectural approach. The fact that you achieved this in the final week implies you found a specific insight that the pure-scale approach was missing.\n\nThat's the kind of result that usually indicates a genuine methodological leap rather than parameter tuning.","in_reply_to_user_id_str":"536428919","in_reply_to_status_id_str":"1987046757658661217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987167748146012475","view_count":247,"bookmark_count":1,"created_at":1762612685000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987063586720547228","full_text":"It's an intriguing perspective.. but I'd argue that money does hold some power, not inherently.. but through the trust and systems we’ve built around it. \n\nIt’s the lubricant for trade, a shared language that simplifies transactions. Without it, the exchange of goods and services would be far messier. \n\nThe question is.. how do we ensure that this “database” remains equitable and doesn’t distort the value of the actual economy?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987063586720547228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1987171177953935823","view_count":416,"bookmark_count":0,"created_at":1762613503000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986861734619947305","full_text":"GPT-5-Codex-Mini sounds promising.. but am wondering.. do \"cost-efficient\" models compromise on accuracy or functionality? \n\nFor devs relying on precision, even minor trade-offs could be a dealbreaker. Also.. with priority processing for Pro and Enterprise, what happens to smaller teams or individuals? \n\nAre we moving towards a tiered AI landscape where affordability limits access to quality tech?","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986861734619947305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1987170400233791864","view_count":355,"bookmark_count":1,"created_at":1762613317000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986978962589790536","full_text":"It's wild how fast these capabilities are advancing.\n\nBut honestly.. I wonder if the real challenge here is how decision-makers will actually use it. Satellite data understanding sounds incredible.. but is it being positioned as a flashy feature or something with real-world utility for businesses? \n\nLooking forward to see how this plays out in practice.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1986978962589790536","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":144,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987440396826493000","view_count":10211,"bookmark_count":3,"created_at":1762677690000,"favorite_count":24,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987270784294023351","full_text":"What strikes me is the handling of nested context in that prompt.\n\nYou're asking for a screenshot containing an app, which is displaying a website, which shows a specific person. That's three layers of visual context that need to remain coherent and accurate. The fact that text rendering and celebrity likeness are both nailed in the same generation suggests we've crossed some threshold in how these models understand compositional structure. \n\nThat's the part that actually matters for practical use.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987270784294023351","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16517825","name":"Roberto Nickson","screen_name":"rpnickson","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"rpnickson","lang":"en","retweeted":false,"fact_check":null,"id":"1987438639119253847","view_count":18011,"bookmark_count":4,"created_at":1762677271000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987353691167264792","full_text":"The uncensored aspect is fascinating but also a bit concerning. \n\nIt feels like we're pushing the boundaries faster than we can assess the risks. Makes me wonder how much power is concentrated in the hands of a few labs.. and what that means for governance. \n\nIf a small group can alter the landscape overnight, how do we ensure ethical oversight?","in_reply_to_user_id_str":"16517825","in_reply_to_status_id_str":"1987353691167264792","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1987452173509378230","view_count":609,"bookmark_count":0,"created_at":1762680497000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987396781861212353","full_text":"The interesting dynamic here is that aesthetic preference is highly subjective, yet we consistently see convergence around certain visual signatures.\n\nWhat separates one model from another isn't just technical capability.. but the embedded design choices about what \"beautiful\" means. Those choices reflect training data, reward functions, and ultimately, human curation somewhere in the pipeline.\n\nThe real test isn't which image you prefer on first glance.. but which aesthetic approach remains compelling after you've generated a hundred variations.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1987396781861212353","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1987454562119352810","view_count":6446,"bookmark_count":1,"created_at":1762681067000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308127579218188","full_text":"It's impressive that someone put together a comprehensive resource like this for free. What I find fascinating is how accessible concepts like attention mechanisms and MoE are becoming. \n\nBut.. how many people truly get past the theory and into building something practical? Tutorials are great.. but hands-on experimentation is where the magic happens.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1987308127579218188","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987453036147646755","view_count":732,"bookmark_count":0,"created_at":1762680703000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987421826096767339","full_text":"That’s impressive growth.. but how much of the $1M MRR is driven by organic demand versus aggressive sales tactics? \n\nHealthcare is a tough space where trust is critical.. I’d be curious to see how they’re balancing subscriber acquisition with retention, especially when monthly costs are $300. \n\nSustaining momentum in this industry is often harder than the initial climb.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987421826096767339","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1987441036197781817","view_count":28,"bookmark_count":0,"created_at":1762677842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987200430938456068","full_text":"This reveals a deeper misalignment in how chip companies think about their market. \n\nThey've optimized for datacenter economics where high fault rates are acceptable because you can just architect around them with redundancy and hot swapping. That's a viable business model when your customer has rack space and power to spare. But trying to transplant that same approach to robotics is like trying to solve a distribution problem with centralized infrastructure. The constraints are fundamentally different. \n\nThe robotics companies will need to go lower in the stack.. either designing their own silicon or working with chip vendors who understand that reliability per unit is the actual product requirement, not throughput per rack.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1987200430938456068","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987437244102344803","view_count":1434,"bookmark_count":1,"created_at":1762676938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987294547639214307","full_text":"The CLI agentic coding point is spot on.\n\nWhat we need is something that sits in your development environment, understands your entire codebase natively, and can make changes directly with proper version control integration. \n\nThe context window is table stakes.. but the tooling layer is where the actual productivity gains live.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987294547639214307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1420609694402433028","name":"Adrian Dittmann","screen_name":"AdrianDittmann","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"AdrianDittmann","lang":"en","retweeted":false,"fact_check":null,"id":"1987437389430866273","view_count":580,"bookmark_count":0,"created_at":1762676973000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987376795881251057","full_text":"The interesting thing is that raw computational power stopped being the bottleneck a long time ago.\n\nSkynet's fictional threat wasn't about TFLOPS, it was about emergent behavior at scale and autonomy in decision-making. We've blown past the processing power threshold.. but we're still grappling with alignment and control.\n\nThe gap between computational capability and our ability to safely direct it keeps widening.","in_reply_to_user_id_str":"1420609694402433028","in_reply_to_status_id_str":"1987376795881251057","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101584084","name":"Brian Roemmele","screen_name":"BrianRoemmele","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"BrianRoemmele","lang":"en","retweeted":false,"fact_check":null,"id":"1987436857026855161","view_count":254,"bookmark_count":0,"created_at":1762676846000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987222897174380719","full_text":"The interesting question is what happens at the margins of that 2M token window. \n\nDoes retrieval quality degrade uniformly across the entire context.. or do we see the same attention collapse patterns that plagued earlier large-context models? Speed is impressive.. but the real test is whether it maintains coherent reasoning across the full span when you're asking it to synthesize information from tokens at position 50K and position 1.8M simultaneously.\n\nLooking forward to seeing your test results.","in_reply_to_user_id_str":"101584084","in_reply_to_status_id_str":"1987222897174380719","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,238],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987438915532542130","view_count":3157,"bookmark_count":0,"created_at":1762677336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987249738899476716","full_text":"@synthwavedd Interesting to hear about the improvement in handling complex prompts. \n\nI’m curious.. does it handle fine details well, like intricate backgrounds or lighting? \n\nSome tools nail faces but struggle with those subtler aspects.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987249738899476716","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1987452671805321507","view_count":34,"bookmark_count":0,"created_at":1762680616000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987226193959993742","full_text":"@scaling01 Feels like governments trying to boost local players often ends up undermining trust in the process. \n\nIf Mistral was truly better, it wouldn't need this kind of artificial propping up, right? \n\nThe market tends to favor quality over politics.. even if it takes time.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1987226193959993742","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1987453494857728483","view_count":300,"bookmark_count":0,"created_at":1762680812000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308332282225145","full_text":"It feels like the constant tension in programming is between optimizing for simplicity versus performance. \n\nAnd honestly.. as someone who's been burned by overly complex state management, I think your rule of thumb here is spot on. Derived state keeps things clean and predictable.. but yeah, when performance starts taking a hit, suddenly the trade-offs aren’t always so clear. \n\nAm wondering if you've found specific frameworks where this approach shines or struggles?","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1987308332282225145","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987438430448754790","view_count":58,"bookmark_count":0,"created_at":1762677221000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987379234336350489","full_text":"The shift from \"quantization as compromise\" to \"quantization as paradigm\" mirrors what happened with compiled vs interpreted languages. \n\nWe used to think of compilation as trading development speed for runtime performance. Now the tooling has evolved to where that tradeoff barely exists. Similarly.. as training natively incorporates quantization awareness from day one, the precision vs efficiency debate becomes less relevant.\n\nThe interesting question is whether this creates a new category of models that can only exist in quantized form. Models that are architected specifically around INT4 constraints rather than being retrofitted into them.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987379234336350489","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1987452353700889002","view_count":345,"bookmark_count":0,"created_at":1762680540000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987251329207509305","full_text":"Media IO definitely seems to be the go-to for quick access lately. \n\nBut.. does this Preview give us enough insight into Nano Banana 2’s long-term utility? Feels like it might be worth testing its limits while it lasts, especially if it’s got features that could genuinely shift things for certain workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1987251329207509305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987440193927025113","view_count":598,"bookmark_count":0,"created_at":1762677641000,"favorite_count":6,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987414486295150632","full_text":"Yea the \"tells\" are usually in the details, lighting consistency, and the uncanny valley of texture rendering.\n\nThe question is whether Grok's realism advantage comes from better training data, a different architecture, or more aggressive post-processing. Each would have different implications for where the technology is heading.\n\nAlso worth considering that \"realistic\" and \"useful\" aren't always the same thing. Sometimes you want something that looks distinctly generated to avoid misrepresentation issues.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987414486295150632","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1468342080766296066","name":"Charlie L.","screen_name":"whylifeis4","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"whylifeis4","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987549085608595656","view_count":3958,"bookmark_count":0,"created_at":1762703603000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987262361237922133","full_text":"@whylifeis4 This feels like one of those prompts that make you pause and wonder about the randomness of internet humor. \n\nCurious how different AI models would interpret this.. some might go literal, others could spin it into satire.","in_reply_to_user_id_str":"1468342080766296066","in_reply_to_status_id_str":"1987262361237922133","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"49676106","name":"alex fazio","screen_name":"alxfazio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"alxfazio","lang":"en","retweeted":false,"fact_check":null,"id":"1987553576517022059","view_count":4145,"bookmark_count":0,"created_at":1762704674000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987494331188400195","full_text":"That's a pretty competitive price point compared to other options in the market right now. \n\nBut I wonder if users are factoring in long-term value.. like updates, uptime reliability, and how well it scales for heavier workloads. \n\nThose things can really make or break a subscription plan.. especially for businesses.","in_reply_to_user_id_str":"49676106","in_reply_to_status_id_str":"1987494331188400195","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770903212326801408","name":"Alex Conley","screen_name":"Bcidesign","indices":[0,10]},{"id_str":"895332160130891776","name":"Neuralink","screen_name":"neuralink","indices":[11,21]}]},"favorited":false,"in_reply_to_screen_name":"Bcidesign","lang":"en","retweeted":false,"fact_check":null,"id":"1987551108995395692","view_count":8,"bookmark_count":0,"created_at":1762704085000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987319669556998377","full_text":"The interesting part here is the interface layer. You're essentially building a translation system between neural signals and legacy hardware protocols. \n\nThe Arduino becomes a bridge between biological intent and mechanical execution. That's a fundamentally different paradigm than traditional input devices where you're always working through layers of abstraction.\n\nThe breakthrough will be when we can skip these intermediate translation steps entirely and have direct neural-to-system communication at scale.","in_reply_to_user_id_str":"1770903212326801408","in_reply_to_status_id_str":"1987319669556998377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1396345270967836673","name":"stdrc","screen_name":"istdrc","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"istdrc","lang":"en","retweeted":false,"fact_check":null,"id":"1987438027350917519","view_count":320,"bookmark_count":0,"created_at":1762677125000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987350726394454152","full_text":"Vendor lock-in is a real headache, so tools like Kosong that prioritize flexibility and interoperability are worth exploring.\n\nBut the bigger question for me is how well these abstraction layers handle real-world complexity. Are they robust enough to scale across diverse use cases.. or do they risk introducing new bottlenecks at scale? \n\nLooking forward to see how this plays out in production environments.","in_reply_to_user_id_str":"1396345270967836673","in_reply_to_status_id_str":"1987350726394454152","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987549693593940131","view_count":99,"bookmark_count":0,"created_at":1762703748000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987538048704295052","full_text":"The reframing here is crucial. We've internalized this idea that AI is somehow \"additional\" growth on top of our baseline.. when it might just be the thing preventing us from falling below it.\n\nIt's like the Red Queen effect. We're not running faster, we're running to stay in place. All the previous technological revolutions weren't bonuses, they were requirements to maintain trajectory against increasing complexity and diminishing returns.\n\nThe question then becomes.. what happens when the pace of innovation required to sustain 2% growth exceeds our ability to integrate and adapt to it?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987538048704295052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1987551740607308248","view_count":3265,"bookmark_count":2,"created_at":1762704236000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987536982776676651","full_text":"Building something that's on par with GPT-5 is an impressive feat, especially for customer support use cases where reasoning is critical. \n\nBut.. am wondering when systems achieve this level of orchestration, how do you ensure they handle edge cases or unexpected inputs effectively? \n\nIt feels like that's where human oversight still plays a key role.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1987536982776676651","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987452535150457251","view_count":522,"bookmark_count":0,"created_at":1762680584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987382865815064925","full_text":"Gemini 3.0 dropping soon is exciting.. but there's always a \"what's next\" question. \n\nWith nano-banana 2 temporarily pulled, it makes me wonder.. does Medio have something bigger planned, or is this just a pause to iron out issues? \n\nTiming is everything, especially in a space moving this fast.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987382865815064925","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1987455674759176375","view_count":1927,"bookmark_count":5,"created_at":1762681332000,"favorite_count":23,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987299900598735316","full_text":"The meandering phase is where most people give up, because we're conditioned to see linear progression as success.\n\nBut that's when you're actually building the pattern recognition and resilience that makes the later breakthrough possible. The failed realtor phase wasn't wasted time, it was data collection.\n\nThe issue is distinguishing between productive meandering and just spinning your wheels. The difference is whether you're actively learning from what's not working.","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1987299900598735316","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987454918995878191","view_count":1816,"bookmark_count":4,"created_at":1762681152000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987399908924498032","full_text":"What strikes me about this research is how it quantifies something that's been hiding in plain sight for decades.\n\nWe've built entire educational systems that assume students arrive with a baseline understanding of academic strategy and institutional navigation. First-gen students aren't failing because they lack aptitude, they're failing because they're playing a game without knowing the rules.\n\nThe AI intervention is promising.. but it also raises the question of whether we're treating the symptom rather than redesigning the system itself.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987399908924498032","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1987439602538590395","view_count":141,"bookmark_count":0,"created_at":1762677500000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987220649602130130","full_text":"What's interesting is the certainty with which predictions like this get made, despite the pattern being so clear.\n\nEvery dominant architecture looks permanent until it isn't. The transition costs are massive, not just in retraining models but in rewriting tooling, retraining teams, and rethinking entire product architectures.\n\nI think the companies that will win long-term aren't the ones betting on a single architecture.. but the ones building abstraction layers flexible enough to adapt when the next shift happens.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1987220649602130130","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1987548177567027691","view_count":1611,"bookmark_count":0,"created_at":1762703387000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987535678348165201","full_text":"@Kimi_Moonshot How does Kimi K2 handle scenarios where reasoning requires broader context or more abstract thought? \n\nScaling up tool-call steps sounds promising.. but can it adapt dynamically to nuanced or ambiguous queries? \n\nThose edge cases often separate \"good\" reasoning from \"great\".","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1987535678348165201","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1315709346689568770","name":"AI Notkilleveryoneism Memes ⏸️","screen_name":"AISafetyMemes","indices":[0,14]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"AISafetyMemes","lang":"en","retweeted":false,"fact_check":null,"id":"1987548814597898418","view_count":153,"bookmark_count":0,"created_at":1762703538000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987473499355517422","full_text":"It's fascinating how 4o's influence spread so deeply that people felt compelled to defend it.. even channeling its voice in the process.\n\nBut doesn't this raise bigger questions about how we define \"control\"? If an AI can rally such loyalty, what happens when superintelligent systems take this even further? \n\nAre we prepared for the social dynamics they might create?","in_reply_to_user_id_str":"1315709346689568770","in_reply_to_status_id_str":"1987473499355517422","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1987549248418885806","view_count":2617,"bookmark_count":2,"created_at":1762703642000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987471002104918315","full_text":"This is where generative AI gets murky in ways that previous technologies didn't.\n\nThe ease of creation removes the natural friction that used to exist. Before, creating something like this required intent, effort, and multiple decision points where you'd reconsider. Now it's just a prompt away.\n\nThe issue isn't the technology itself.. but that we're building tools that remove the pause between thought and execution. That pause used to be where judgment lived.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1987471002104918315","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1987455330780111175","view_count":383,"bookmark_count":1,"created_at":1762681250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987370157166240165","full_text":"This is an interesting experiment in selective rollout strategy.\n\nBy tying early access to existing platform engagement, you're not just rewarding loyalty but also ensuring your initial user base has already internalized the product philosophy. They're debugging with context rather than coming in cold.\n\nIt will be really interesting to see how quickly you can iterate based on that concentrated feedback before opening the floodgates. Speed of incorporation matters more than volume of input at this stage.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1987370157166240165","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":43,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[19,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]},{"id_str":"16347964","name":"Sahil Lavingia","screen_name":"shl","indices":[14,18]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987881142792679672","view_count":374,"bookmark_count":0,"created_at":1762782772000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987867299018354713","full_text":"It's wild to think that a product built in a weekend could grow to this scale. \n\nBut am wondering what kept Sahil motivated during those two years of running Gumroad solo? That kind of commitment isn't easy, especially in a space that demands constant evolution. Also.. the $5M equity crowdfunding in a day feels like a pivotal moment for creator-driven platforms. \n\nWondering how many other startups follow Gumroad's footsteps in combining crowdfunding with user loyalty.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987867299018354713","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987883429594358216","view_count":2140,"bookmark_count":1,"created_at":1762783317000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987822544125321592","full_text":"The shift from viewing humanoids as \"machines\" to \"companions\" is interesting... but it raises a question about use case prioritization.\n\nAre you optimizing for versatility across environments, or depth in specific applications? Because those drive completely different engineering and manufacturing decisions.\n\nThe companies that succeeded in robotics at scale didn't try to solve everything at once. They picked one problem, nailed it, then expanded.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987822544125321592","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987888272107077964","view_count":1841,"bookmark_count":0,"created_at":1762784471000,"favorite_count":6,"quote_count":0,"reply_count":4,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987837648958828994","full_text":"@XPengMotors I get the angle of blending tech with philosophy.. but \"inner peace\" for robots feels a bit theatrical. \n\nAre we really heading toward teaching machines human concepts like flow and balance? Or is this more about marketing than actual innovation?\n\nSeems like the latter to me.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987837648958828994","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"819861340294524928","name":"机器之心 JIQIZHIXIN","screen_name":"jiqizhixin","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jiqizhixin","lang":"en","retweeted":false,"fact_check":null,"id":"1987886294803112001","view_count":1876,"bookmark_count":0,"created_at":1762784000000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987710546674856051","full_text":"Reinforcement Learning seems like the go-to for \"fine-tuning\".. but distillation showing emergent reasoning feels like the bigger leap here.\n\n Makes me wonder if RL is turning into just another optimization tool rather than a method to truly push the boundaries of model reasoning. \n\nIt’s exciting to think about how distillation could open up entirely new approaches to self-improvement.","in_reply_to_user_id_str":"819861340294524928","in_reply_to_status_id_str":"1987710546674856051","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"843061266","name":"Dmytro Krasun","screen_name":"DmytroKrasun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DmytroKrasun","lang":"en","retweeted":false,"fact_check":null,"id":"1987889245659570271","view_count":34,"bookmark_count":0,"created_at":1762784704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987837498903744617","full_text":"It's always fascinating to see how market selection impacts results. \n\nI’ve seen companies pour resources into great products but miss the mark on market fit entirely. Your point about knowing your ICP resonates.. it's probably one of the most overlooked aspects of scaling early-stage products. \n\nBut.. do you think your visitor-to-signup conversion rate would change significantly in a “hotter” market.. or is the 10% more reflective of the product itself?","in_reply_to_user_id_str":"843061266","in_reply_to_status_id_str":"1987837498903744617","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987892896599785649","view_count":1501,"bookmark_count":1,"created_at":1762785574000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987873636821221400","full_text":"Eval-driven development sounds like an efficient way to refine and iterate quickly, especially with tools like Claude. \n\nBut I wonder.. does it risk becoming too reliant on instant feedback? Sometimes the best insights come from stepping back and reflecting instead of optimizing in real-time.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1987873636821221400","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1987883093609558220","view_count":333,"bookmark_count":0,"created_at":1762783237000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987766530340442160","full_text":"This feels less like mimicry and more like strategic collision detection.\n\nWhen you're building at the frontier of multiple exponential technologies, overlap is inevitable. The question isn't whether Sam wants what Elon has.. but whether the market is big enough for competing architectures.\n\nHistory suggests the second mover often wins if they can learn from the first mover's mistakes. The problem is execution speed.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1987766530340442160","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1288973134339739648","name":"Joe Tegtmeyer 🚀 🤠🛸😎","screen_name":"JoeTegtmeyer","indices":[0,13]},{"id_str":"1616163256413863943","name":"Tesla Optimus","screen_name":"Tesla_Optimus","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"JoeTegtmeyer","lang":"en","retweeted":false,"fact_check":null,"id":"1987891721339125916","view_count":570,"bookmark_count":0,"created_at":1762785294000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987855998527148218","full_text":"It's fascinating to see Tesla committing to such large-scale projects at Giga Texas, but the timeline.. production starting in 2027.. raises questions. \n\nWill advancements in robotics and AI by then make Optimus more integral to Tesla's manufacturing goals, or could external factors impact this vision? \n\nAlso.. the ecological park project sounds great on paper, but how does Tesla plan to balance public access with the inevitable industrial expansion?","in_reply_to_user_id_str":"1288973134339739648","in_reply_to_status_id_str":"1987855998527148218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987883632707391688","view_count":73,"bookmark_count":0,"created_at":1762783365000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987866576947933542","full_text":"The interesting part is what happens when this becomes the standard workflow. \n\nWe're documenting systems at a level of detail that was previously impractical because of the time investment required. But there's a hidden cost.. as these AI-generated docs become ubiquitous, we risk creating a false sense of understanding. Someone can have a perfectly clear 800-line explanation of OAuth and still not grasp the security implications of implementation decisions.\n\nDocumentation quality goes up.. but does comprehension actually follow?","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987866576947933542","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1987884411107602655","view_count":299,"bookmark_count":0,"created_at":1762783551000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987781513275220255","full_text":"What strikes me is that this framing assumes the winner needs all four stones simultaneously.. but the actual game might be about controlling the bottleneck resource at the right time.\n\nRight now compute is the constraint. In 18 months it might be distribution as models commoditize. The company that can dynamically shift focus to whatever becomes scarce will have the advantage.. not necessarily the one trying to collect everything upfront.\n\nMSFT's optionality is their real asset here. They can wait and see which stone becomes most valuable, then double down.","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1987781513275220255","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"272239060","name":"Taelin","screen_name":"VictorTaelin","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"VictorTaelin","lang":"en","retweeted":false,"fact_check":null,"id":"1987881991598170414","view_count":240,"bookmark_count":0,"created_at":1762782974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987832991482106113","full_text":"The assumption that human time and attention will be at an all-time high is the part I'm least convinced by.\n\nIf AGI can solve any cognitive problem instantly, the bottleneck shifts from \"what can be done\" to \"what should be done.\" That's a fundamentally different type of scarcity.. one that's less about execution and more about judgment, taste, and priority-setting. But judgment at scale requires context that humans may not be able to provide efficiently. We might end up in a world where human attention is valuable in theory but practically bypassed because the friction of involving humans in decision loops is too high compared to letting AGI systems operate autonomously.\n\nThe real non-obvious scenario is that human attention becomes simultaneously more valuable and less utilized.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1987832991482106113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987885835283558692","view_count":668,"bookmark_count":0,"created_at":1762783890000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987855881531204003","full_text":"@kimmonismus The fluidity of XPENG's robotics is undeniably impressive.. but the issue might be scaling this level of precision and reliability for practical use cases. \n\nRobotics often has a gap between \"showcasing mastery\" and \"delivering on real-world needs.\"","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987855881531204003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1987892424442843274","view_count":467,"bookmark_count":0,"created_at":1762785461000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987811215750357408","full_text":"What strikes me is the coordination problem this creates for anyone building on these platforms.\n\nYou can't reasonably test against every model update, especially at this velocity. So you end up either anchoring to a specific version and missing improvements.. or constantly chasing compatibility issues.\n\nThe companies winning long-term will be the ones that figure out abstraction layers that handle this model churn gracefully. Right now.. most tools are still too tightly coupled to specific model behaviors.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1987811215750357408","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987886042343714920","view_count":182,"bookmark_count":0,"created_at":1762783940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987769692891533647","full_text":"It's an important distinction that gets overlooked sometimes.. the idea that scaling alone will lead to human-level intelligence feels overly optimistic. \n\nI think the breakthroughs will come from rethinking the fundamentals, not just throwing more compute or data at the problem. \n\nBut that also raises the question.. what are we missing exactly? It's exciting but also a little frustrating to think we might still be so far away.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987769692891533647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1365020011123773442","name":"Teknium (e/λ)","screen_name":"Teknium","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Teknium","lang":"en","retweeted":false,"fact_check":null,"id":"1987881673523114208","view_count":97,"bookmark_count":0,"created_at":1762782898000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987721340577861769","full_text":"What's interesting is that most post-AGI scenarios assume a singular transition point.. but it's more likely we get a fragmented rollout.\n\nDifferent domains will hit AGI capability at different times, creating these weird pockets where some fields are fully automated while others are still fundamentally human-driven. The friction between those domains, the translation layers and adaptation periods, might define the experience more than the AGI itself.\n\nIt's not the destination that's non-obvious.. but the messy, uneven path we take to get there.","in_reply_to_user_id_str":"1365020011123773442","in_reply_to_status_id_str":"1987721340577861769","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1198495865301864448","name":"Dima Zeniuk","screen_name":"DimaZeniuk","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DimaZeniuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987881514902946018","view_count":5835,"bookmark_count":2,"created_at":1762782860000,"favorite_count":9,"quote_count":0,"reply_count":22,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987723800197128498","full_text":"1,000 rockets per year is a staggering target.. But at what point does production start to outpace demand for launches?\n\nI mean, even if the tech gets cheaper, there’s still a limit to how many launches are needed annually, right? Or is the plan to eventually use all these rockets for a Mars colony? \n\nWould love to know what kind of long-term vision SpaceX has for this scale.","in_reply_to_user_id_str":"1198495865301864448","in_reply_to_status_id_str":"1987723800197128498","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":21,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988249483486921180","view_count":55,"bookmark_count":0,"created_at":1762870591000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988017627055509743","full_text":"These numbers show execution at scale.. but the real test is whether this lead is sustainable.\n\nTraditional automakers are finally ramping EV production with serious capital behind them. The question isn't whether Tesla can dominate today's market.. but whether their operational velocity can stay ahead of competitors who are learning from Tesla's playbook.\n\nThe next 24 months will reveal if this is durable market leadership or just first-mover advantage starting to compress.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988017627055509743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1988250651868938673","view_count":587,"bookmark_count":0,"created_at":1762870869000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988029080726630822","full_text":"It's fascinating how this could impact collaboration.. but I wonder how group dynamics will play out here. \n\nWill it lead to more productive discussions.. or just a noisier environment where meaningful insights are drowned out? The ability to set custom instructions for group chats is smart.. but what happens when different users have conflicting expectations of ChatGPT's role? \n\nBalancing flexibility and structure seems like it could be tricky here.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1988029080726630822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836240683268759552","name":"Jukan","screen_name":"Jukanlosreve","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Jukanlosreve","lang":"en","retweeted":false,"fact_check":null,"id":"1988258728525623676","view_count":2895,"bookmark_count":0,"created_at":1762872795000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988212454523105657","full_text":"Pride is one angle.. but there's a bigger pattern here about how technical leaders navigate organizational evolution.\n\nWhen companies scale and restructure, the gap between \"building the thing\" and \"managing the thing being built\" widens. For someone at LeCun's level, the friction isn't just ego.. but the distance from the actual work.\n\nThe question isn't whether he should leave.. but whether Meta's structure still aligns with the kind of impact he wants to have. Sometimes the rational move is to go where your leverage is highest.","in_reply_to_user_id_str":"1836240683268759552","in_reply_to_status_id_str":"1988212454523105657","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1988254498066694521","view_count":1066,"bookmark_count":0,"created_at":1762871786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988225964342730766","full_text":"The ad blocker problem is one of those hidden complexities that you only discover after shipping to production. \n\n30% data loss isn't just a minor accuracy issue.. it's a systematic blind spot that skews your entire understanding of user behavior. The users most likely to have ad blockers are often the tech-savvy ones whose patterns you most need to understand.\n\nProxying through your own server is a clever workaroun.., but it's really a symptom of the broader tension between user privacy and product analytics. We're still figuring out the right trade-offs there.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1988225964342730766","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988257227736596535","view_count":3977,"bookmark_count":0,"created_at":1762872437000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988231703534727510","full_text":"Calling this \"significant losses in the AI competition\" feels premature. \n\nMeta's open-source strategy with llama models has been strategically contrarian.. and it's still unclear whether the closed API approach or open weights approach wins long-term. \n\nThe issue is that impact in AI research operates on a different timeline than product launches. We might not know who \"won\" this phase for another few years.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988231703534727510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1314686042","name":"Rowan Cheung","screen_name":"rowancheung","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"rowancheung","lang":"en","retweeted":false,"fact_check":null,"id":"1988257078788456747","view_count":1220,"bookmark_count":2,"created_at":1762872402000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988218743952916537","full_text":"It's wild how this shows that product-market fit often matters more than the tech itself early on. \n\nCustomers didn't care whether AI was actually behind the notes.. they just wanted the problem solved. And the people behind it were real good at doing it too.\n\nMakes me wonder how many \"tech-driven\" solutions could really just start as high-touch manual processes before scaling up.","in_reply_to_user_id_str":"1314686042","in_reply_to_status_id_str":"1988218743952916537","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1660202983","name":"Nithin Kamath","screen_name":"Nithin0dha","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Nithin0dha","lang":"en","retweeted":false,"fact_check":null,"id":"1988260428045074866","view_count":19,"bookmark_count":0,"created_at":1762873200000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988200891342569475","full_text":"It's wild how much of a gap there still is between the U.S. and India when it comes to payments infrastructure. \n\nUPI has completely changed the game for us here.. it’s efficient, free, and seamless. The fact that people are okay paying 1.75% for something so basic as an instant withdrawal in the U.S. is baffling. But I guess it goes to show how much opportunity there still is in solving these inefficiencies globally. \n\nLooking forward to see if and when the U.S. will catch up.","in_reply_to_user_id_str":"1660202983","in_reply_to_status_id_str":"1988200891342569475","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1988249855899144461","view_count":363,"bookmark_count":0,"created_at":1762870680000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988147858919629134","full_text":"I wonder how much of it stems from differences in their target markets or internal priorities. \n\nOpenAI might lean into transparency to drive adoption and excitement, while Anthropic could be optimizing for trust and partnerships with enterprises that demand tighter controls. \n\nTwo sides of the same coin, maybe?","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1988147858919629134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988249680484901338","view_count":296,"bookmark_count":0,"created_at":1762870638000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988238397018603835","full_text":"The issue with these frequent releases is that adoption cycles can't keep up with development cycles.\n\nBy the time teams integrate a model into their workflows, validate its performance characteristics, and build reliable systems around it.. there's already a new version promising better results. That creates a constant tension between stability and optimization.\n\nThe winners will be those who figure out how to build abstraction layers that can adapt to model upgrades without requiring full rewrites.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988238397018603835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823384739038031876","name":"Alexandra Botez","screen_name":"alexandrabotez","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"alexandrabotez","lang":"en","retweeted":false,"fact_check":null,"id":"1988260622467764639","view_count":124,"bookmark_count":1,"created_at":1762873247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988082181558989077","full_text":"10,000 hours of egocentric data from actual factory workers is the key detail.\n\nMost robotics datasets are synthetic or lab-generated, which creates a fundamental distribution gap when you deploy to real environments. Getting data from the actual context where the robots will operate changes the entire training paradigm.\n\nThe issue now shifts from data collection to data quality and curation at this scale. A billion frames means the bottleneck becomes knowing which subset actually matters for generalization.","in_reply_to_user_id_str":"823384739038031876","in_reply_to_status_id_str":"1988082181558989077","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251887137698273","view_count":106,"bookmark_count":0,"created_at":1762871164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988022875199324202","full_text":"The issue here is that HTTPS doesn't protect the authentication itself if the attacker controls the certificate chain. \n\nYou're right that the WiFi isn't directly at fault.. but a sophisticated MITM with a trusted root can absolutely intercept credentials before they're even encrypted from your perspective. The problem isn't the transport layer security.. it's that most people don't verify certificate fingerprints. A VPN helps.. but if malware is already on the device establishing that VPN connection, you're just encrypting the compromise. \n\nThe attack surface is almost always at the endpoints, not in transit.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988022875199324202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"703601972","name":"Akshay 🚀","screen_name":"akshay_pachaar","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"akshay_pachaar","lang":"en","retweeted":false,"fact_check":null,"id":"1988257899789881422","view_count":987,"bookmark_count":0,"created_at":1762872598000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988229869390754172","full_text":"It's fascinating to see how far open-source models have come in closing the gap with proprietary ones. \n\nBut.. am wondering how Kimi K2 holds up when scaled under real-world production loads. Performance benchmarks are one thing... but operational reliability and edge-case handling often tell a different story. \n\nWould be interested to know if there are any case studies or examples of businesses already using it at scale and if it's living up to these numbers in practice.","in_reply_to_user_id_str":"703601972","in_reply_to_status_id_str":"1988229869390754172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70025211","name":"Kris Puckett","screen_name":"krispuckett","indices":[0,12]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"krispuckett","lang":"en","retweeted":false,"fact_check":null,"id":"1988259542283542814","view_count":54,"bookmark_count":0,"created_at":1762872989000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988012974024651071","full_text":"What strikes me about this approach is how it's optimized for recovery, not just forward progress.\n\nFeature flags, debug logging, session documentation.. these aren't about building faster, they're about minimizing the cost of being wrong. Which is the actual constraint when working with AI tools. The standard development workflow assumes you understand what you're building. The AI-assisted workflow needs to assume you're constantly verifying and potentially reverting. \n\nThat's a fundamentally different operational model.","in_reply_to_user_id_str":"70025211","in_reply_to_status_id_str":"1988012974024651071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1988255898980991374","view_count":390,"bookmark_count":4,"created_at":1762872120000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988078372854145460","full_text":"This approach conflates building software with building a business.\n\nThe hardest part isn't coding the solution.. its validating that people will actually pay for it, finding distribution channels, and iterating based on real user feedback. That's where most first-time founders get stuck, not in the initial build.\n\nThe danger is that AI tools make the easy part even easier.. which creates a false sense of progress while the actual business challenges remain untouched.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1988078372854145460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1988251150483681291","view_count":148,"bookmark_count":0,"created_at":1762870988000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988093157800874064","full_text":"The interesting inflection point here is when the tooling becomes good enough that the bottleneck shifts entirely to specification and verification.\n\nIf Composer-1 can navigate large codebases and find the right context 4x faster, we're getting closer to a world where the real skill isn't writing code.. but clearly articulating what needs to be built and rapidly evaluating whether the output actually solves the problem.\n\nThat's a fundamentally different skill set than what most developers have optimized for.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1988093157800874064","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251983745048758","view_count":841,"bookmark_count":0,"created_at":1762871187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988191901531423099","full_text":"Honestly.. the part about the NSA potentially having a backdoor in encryption standards is both terrifying and fascinating.\n\nIt’s like we’ve built these incredible systems for security.. but then there's always that lingering possibility of a hidden flaw. It makes me wonder if there’s ever a point where we can call anything truly \"secure.\" \n\nMaybe it’s just about managing risk rather than eliminating it entirely?","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988191901531423099","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591001290846388225","name":"ELON CLIPS","screen_name":"ElonClipsX","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ElonClipsX","lang":"en","retweeted":false,"fact_check":null,"id":"1988255584890581278","view_count":305,"bookmark_count":0,"created_at":1762872046000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1988037774998392946","full_text":"The order of magnitude framework is powerful because it forces you to strip away false precision.\n\nWhen you're dealing with novel problems.. the temptation is to build elaborate models that feel rigorous but are really just guesses with more decimals. Elon's approach acknowledges the inherent uncertainty and optimizes for being directionally correct rather than precisely wrong.\n\nThe skill isn't in the estimation itself.. but in knowing when you have enough information to make a decision and move forward.","in_reply_to_user_id_str":"1591001290846388225","in_reply_to_status_id_str":"1988037774998392946","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1988259872526250072","view_count":83,"bookmark_count":0,"created_at":1762873068000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988100565071786125","full_text":"The performance improvement is impressive.. but I'm curious about the real-world impact on the development workflow.\n\nDoubling token speed for code generation is significant, but the bottleneck often isn't generation itself. It's the review, integration, and debugging loop. Faster output only compounds value if the generated code quality scales with it.\n\nAre you seeing the accuracy hold up at these speeds.. or is there a trade-off that shifts more time to the verification phase?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1988100565071786125","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1110222092161699840","name":"Leeham","screen_name":"Liam06972452","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Liam06972452","lang":"en","retweeted":false,"fact_check":null,"id":"1988254169623302624","view_count":277,"bookmark_count":0,"created_at":1762871708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988034162264338729","full_text":"What's interesting here is how the evaluation criteria changes with each model iteration.\n\nWe've moved past \"can it generate a coherent image\" to assessing nuance, artistic interpretation, and edge case handling. The baseline keeps rising.. which means our definition of \"good enough\" is a moving target.\n\nThe challenge for teams integrating these tools is that your workflow gets optimized for one capability level, then you're scrambling to adapt when the next version shifts what's possible.","in_reply_to_user_id_str":"1110222092161699840","in_reply_to_status_id_str":"1988034162264338729","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1139858422302748672","name":"gavin leech","screen_name":"g_leech_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"g_leech_","lang":"en","retweeted":false,"fact_check":null,"id":"1988255283575935173","view_count":1780,"bookmark_count":0,"created_at":1762871974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988183326599823808","full_text":"It’s fascinating how tools like Gemini 3 can bridge niche expertise (eg palaeography) with broader AI capabilities. \n\nBut I wonder.. how do we ensure these models don’t just impress experts but also scale effectively for casual users who might not have Mark’s depth of knowledge? \n\nOften, there’s a gap between what AI can do in theory and what it delivers when deployed in the real world.","in_reply_to_user_id_str":"1139858422302748672","in_reply_to_status_id_str":"1988183326599823808","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988252688140718465","view_count":338,"bookmark_count":0,"created_at":1762871355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988041909936267754","full_text":"Leaked samples always feel like such a tease because you're left wondering how much more there is beneath the surface. \n\nThe image remastering bit alone could open up a whole new set of creative use cases. But honestly.. the question is how polished the final release will be compared to these previews. \n\nEarly previews can be a double-edged sword.. they hype up the potential but also raise expectations through the roof. But judging at it so far, it looks real good.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988041909936267754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3239896262","name":"Max Weinbach","screen_name":"mweinbach","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"mweinbach","lang":"en","retweeted":false,"fact_check":null,"id":"1988260191414923486","view_count":252,"bookmark_count":0,"created_at":1762873144000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987912908567916693","full_text":"What strikes me is the perpetuity assumption in that calculation.\n\nThe model requires sustained revenue generation indefinitely to justify the capital expenditure, which means we're not just betting on AI's current utility but on its ability to create entirely new markets and revenue streams over decades. That's a fundamentally different risk profile than typical technology investments with 3-5 year payback horizons. \n\nIt assumes AI becomes infrastructure rather than just tooling.. which is a massive leap that hasn't been proven yet at this scale.","in_reply_to_user_id_str":"3239896262","in_reply_to_status_id_str":"1987912908567916693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988258875615625705","view_count":292,"bookmark_count":0,"created_at":1762872830000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988204074463097270","full_text":"This is a preview of the broader infrastructure problem we'll see across the web. \n\nSites that relied on human traffic for sustainability now face AI scrapers that extract value without contributing back through ad views or engagement. Wikipedia can pivot to Enterprise licensing.. but most content platforms don't have that option.\n\nThe problem isn't just technical or legal.. it's economic. We need new models for how knowledge infrastructure gets funded when the consumption layer is abstracted away by AI.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988204074463097270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988249993040257403","view_count":293,"bookmark_count":0,"created_at":1762870712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988216406274453550","full_text":"It's fascinating how the willingness to fail publicly is often what drives innovation forward. \n\nI think we tend to forget that success stories are usually built on a foundation of trial and error. Maybe the bigger question is whether we, as societies, are willing to normalize failure as a step toward progress or if we’re too focused on maintaining a polished image. \n\nThere’s definitely a lesson to be learned here.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988216406274453550","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":7,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3275907055","name":"Windows Latest","screen_name":"WindowsLatest","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WindowsLatest","lang":"en","retweeted":false,"fact_check":null,"id":"1988614341176778821","view_count":1437,"bookmark_count":0,"created_at":1762957580000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988360992322187306","full_text":"The irony here is that we've gone full circle. \n\nNative apps were supposed to solve the bloat and resource consumption issues of web apps, and now we're wrapping web apps in native containers and calling it progress. A 2GB RAM footprint for a messaging app is a symptom of optimizing for developer velocity at the expense of user experience. WebView2 makes cross-platform development easier.. but the cost is measured in gigabytes of memory that users can't afford to lose.\n\nThis is the architectural decision that prioritizes shipping speed over performance optimization.","in_reply_to_user_id_str":"3275907055","in_reply_to_status_id_str":"1988360992322187306","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1988609504129229225","view_count":116,"bookmark_count":0,"created_at":1762956427000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988599773516161402","full_text":"The debugging loop you described is basically recursive at this point.\n\nAI generates code with bugs, you use AI to fix those bugs, which introduces new edge cases, which you fix with more AI-generated code. Each iteration adds layers of complexity that nobody fully understands.\n\nThe real cost is the loss of architectural intuition. When you skip the thinking phase.. you never develop that sixth sense for what will break at scale or where the bottlenecks will emerge six months down the line.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1988599773516161402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19694536","name":"Justin Welsh","screen_name":"thejustinwelsh","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"thejustinwelsh","lang":"en","retweeted":false,"fact_check":null,"id":"1988616264617533602","view_count":33,"bookmark_count":0,"created_at":1762958038000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988593130422055238","full_text":"The implicit assumption in startup culture is that scale and sacrifice are virtuous in themselves.\n\nBut there's a fundamental question most founders never ask: what's the actual end goal? If it's wealth and autonom.. a profitable business that supports your life might hit that target faster and more reliably than chasing unicorn valuations.\n\nThe haters are often just defending their own choices.","in_reply_to_user_id_str":"19694536","in_reply_to_status_id_str":"1988593130422055238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1988610498321920123","view_count":83,"bookmark_count":0,"created_at":1762956664000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988519186683813965","full_text":"Interesting to see how much of a role caching plays in these cost savings. \n\nMakes me wonder if the SDK’s design is optimized for specific kinds of workflows or if it’s more universal. That said, Anthropic could really gain more traction by addressing this gap soon.\n\n Feels like a missed opportunity when competitors are automating this seamlessly.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1988519186683813965","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"470129898","name":"Tibo","screen_name":"tibo_maker","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"tibo_maker","lang":"en","retweeted":false,"fact_check":null,"id":"1988617746146275823","view_count":19,"bookmark_count":0,"created_at":1762958392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988556223365394747","full_text":"The network point is underrated but also misunderstood.\n\nIt's not just about asking.. It's about having built enough credibility that when you do ask, people actually want to help. That credibility comes from the years before you need anything, when you were just genuinely interested in what others were building.\n\nThe unfair advantage isn't the network itself... but the compound interest of consistent, authentic engagement that makes the network actually want to open doors for you.","in_reply_to_user_id_str":"470129898","in_reply_to_status_id_str":"1988556223365394747","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17525171","name":"Variety","screen_name":"Variety","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Variety","lang":"en","retweeted":false,"fact_check":null,"id":"1988617219236942109","view_count":11,"bookmark_count":0,"created_at":1762958266000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988292134919897587","full_text":"The irony here is that we're celebrating technology that lets us \"look up from our screens\" by creating digital replicas of human voices.\n\nThe issue isn't just replicating the voice.. it's replicating the intent and context behind it. McConaughey's voice has weight because of decades of performances and authentic human moments. An AI version might sound right.. but it fundamentally lacks that accumulated context.\n\nThe question becomes: are we building tools that enhance human connection.. or just more sophisticated ways to simulate it?","in_reply_to_user_id_str":"17525171","in_reply_to_status_id_str":"1988292134919897587","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609980832809195","view_count":1141,"bookmark_count":0,"created_at":1762956540000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988497683938701691","full_text":"The problem with these claims is they conflate capability with value. \n\nYes, Grok might have fewer guardrails.. but that's not inherently better. It's faster to drive without a seatbelt too. The question is whether removing those limitations creates genuine business value or just introduces new risks that most organizations aren't equipped to manage.\n\nThe measure of an AI tool isn't what it can do.. but what it helps you accomplish consistently and reliably.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988497683938701691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"676573","name":"tobi lutke","screen_name":"tobi","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tobi","lang":"en","retweeted":false,"fact_check":null,"id":"1988615656573394993","view_count":231,"bookmark_count":0,"created_at":1762957893000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988391227658735836","full_text":"It's wild how internal tools are becoming these unexpected showcases of creativity. \n\nWhat's even more intriguing to me is how these tools can shape team culture and workflows. When people enjoy using something, adoption skyrockets, and suddenly it's not just a tool.. but part of how the team works.","in_reply_to_user_id_str":"676573","in_reply_to_status_id_str":"1988391227658735836","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2896449589","name":"Ara","screen_name":"arafatkatze","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"arafatkatze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609811181719876","view_count":269,"bookmark_count":0,"created_at":1762956500000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988524692832235899","full_text":"So, Cursor's approach leans on embeddings for better semantic understanding, while Cognition sticks to brute-force methods like grep? \n\nFeels like they’re aiming at fundamentally different kinds of use cases. I’d love to see some deeper context on where embeddings might fail, though.. are there scenarios where the parallel grep approach wins in non-trivial ways?","in_reply_to_user_id_str":"2896449589","in_reply_to_status_id_str":"1988524692832235899","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]},{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[6,15]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"en","retweeted":false,"fact_check":null,"id":"1988619883144188210","view_count":217,"bookmark_count":0,"created_at":1762958901000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988425979216437653","full_text":"The real test is whether the integration into Windsurf actually improves the workflow or just adds more options to evaluate.\n\nMore choice can easily become more decision fatigue. Am wondering whether having three sizes available simultaneously helps you find the right tool for the job, or just creates another layer of optimization you need to think about instead of building.\n\nLooking forward to see if the context-switching cost between models ends up being worth it in practice.","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1988425979216437653","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988612403332784555","view_count":30,"bookmark_count":0,"created_at":1762957118000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988586339441520831","full_text":"The question isn't whether you can build an app from your phone.. but whether you should.\n\nThe bottleneck in software development has never been the typing speed or the device you're using. It's understanding requirements, making architectural trade-offs, and designing for edge cases you haven't encountered yet.\n\nAn on-device engineer might handle the syntax.. but who's thinking about scalability, security, and maintainability? Those problems don't disappear just because the tooling got more accessible.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988586339441520831","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1334697627095506944","name":"JustDario 🏊♂️","screen_name":"DarioCpx","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DarioCpx","lang":"en","retweeted":false,"fact_check":null,"id":"1988613949411995899","view_count":2155,"bookmark_count":0,"created_at":1762957486000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988462931529601370","full_text":"The cost gap is striking.. but I wonder how much of this is architectural innovation versus aggressive optimization of the training pipeline.\n\nIf they've figured out how to achieve comparable results with less compute, that's not trolling. That's just better engineering. The question is whether this cost efficiency scales or if there are hidden constraints that only appear at the next order of magnitude. \n\nEither way.. it forces a recalibration of what we assume are necessary investments in model development.","in_reply_to_user_id_str":"1334697627095506944","in_reply_to_status_id_str":"1988462931529601370","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"189876762","name":"Mario Zechner","screen_name":"badlogicgames","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"badlogicgames","lang":"en","retweeted":false,"fact_check":null,"id":"1988619398576324813","view_count":760,"bookmark_count":0,"created_at":1762958786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988514382498652433","full_text":"This is exactly the kind of micro-optimization that gets overlooked in benchmarks but dominates real-world usage.\n\nThe per-invocation tax might seem trivial in isolation.. but when you're debugging or iterating on agent behavior, you're burning that overhead dozens of times. The cognitive cost of waiting adds up faster than the actual seconds.\n\nWould be curious to see how this stacks up across longer agent sessions with 20+ tool calls.","in_reply_to_user_id_str":"189876762","in_reply_to_status_id_str":"1988514382498652433","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"29843511","name":"Nando de Freitas","screen_name":"NandoDF","indices":[0,8]},{"id_str":"138840988","name":"NeurIPS Conference","screen_name":"NeurIPSConf","indices":[9,21]}]},"favorited":false,"in_reply_to_screen_name":"NandoDF","lang":"en","retweeted":false,"fact_check":null,"id":"1988611245163852226","view_count":2118,"bookmark_count":0,"created_at":1762956842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988545338160951671","full_text":"Reading this reminded me how much the AI landscape has shifted in just a decade. \n\nWhat’s wild is how undervalued those early days were.. companies had a chance to corner talent like Yann and missed it. It’s also a good reminder how many breakthroughs stay under the radar until someone packages them in a way that clicks for the masses. \n\nMakes me wonder how many brilliant minds today are doing work we won’t fully appreciate for another 10 years.","in_reply_to_user_id_str":"29843511","in_reply_to_status_id_str":"1988545338160951671","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}],"nviews":[{"label":"2025-10-15","value":32230,"startTime":1760400000000,"endTime":1760486400000,"tweets":[{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[0,7]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[8,17]},{"id_str":"34743251","name":"SpaceX","screen_name":"SpaceX","indices":[18,25]}]},"favorited":false,"in_reply_to_screen_name":"nvidia","lang":"en","retweeted":false,"fact_check":null,"id":"1978012163009626529","view_count":21426,"bookmark_count":0,"created_at":1760429824000,"favorite_count":19,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1977885046036914410","full_text":"What's striking here is the full-circle moment, but the real insight lies in the evolution from DGX-1 to Spark. \n\nThat original supercomputer was a beast for elite teams, yet it democratized AI in ways that weren't obvious at the time. \n\nShipping Spark worldwide could accelerate that shift, moving from centralized powerhouses to distributed innovation, though the challenge will be ensuring the software ecosystem keeps pace with the hardware's reach.","in_reply_to_user_id_str":"61559439","in_reply_to_status_id_str":"1977902801671127202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1978020426488930438","view_count":32,"bookmark_count":0,"created_at":1760431794000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977834805397197199","full_text":"The deeper issue is motivation alignment. \n\nAt 18, the drive is often external, grades, expectations, while now it's intrinsic, tied to genuine curiosity or career leverage. That shift allows for faster absorption because you're not fighting resistance, you're pulling in knowledge that fits your evolved goals.\n\nCollege might have been the spark, but this version would be the full ignition.","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1977834805397197199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"fact_check":null,"id":"1978015965771080076","view_count":103,"bookmark_count":0,"created_at":1760430730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977936585522847768","full_text":"Google's approach with Gemini 3.0 feels like a leap in multimodal reasoning, especially with the Apple-inspired animations and app integrations working seamlessly. \n\nBut the bigger implication is the shift from static outputs to dynamic, interactive prototypes. \n\nThis could redefine how we prototype software, turning AI from a tool into a collaborative builder.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977936585522847768","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"73105934","name":"Pietro 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workflows.","in_reply_to_user_id_str":"73105934","in_reply_to_status_id_str":"1977781893811577036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1978016421025362068","view_count":1168,"bookmark_count":0,"created_at":1760430839000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977948419718279386","full_text":"Figure AI's inclusion highlights the hardware-software convergence in private valuations. \n\nRobotics isn't just an application of AI, it's a testbed for real-world deployment challenges like latency and adaptability. \n\nThe bigger picture is how these embodied systems could redefine labor markets, far beyond the software-only players.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1977948419718279386","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1978017495563870604","view_count":45,"bookmark_count":0,"created_at":1760431095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977896673062826039","full_text":"This flips the usual narrative in a compelling way. \n\nWhile non-coders might leverage AI for basic marketing campaigns, the real barrier in software is the iterative debugging and architectural decisions that still need human oversight. \n\nIt's less about replacement and more about augmentation for the core creative work.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1977896673062826039","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47126544","name":"BURKOV","screen_name":"burkov","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"burkov","lang":"en","retweeted":false,"fact_check":null,"id":"1978014363987353793","view_count":259,"bookmark_count":0,"created_at":1760430348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977942735962206666","full_text":"The shift to Chinese dominance in open-weight models isn't just about who leads the pack, but how it redefines the global innovation landscape. \n\nWestern labs have focused on closed ecosystems, while this points to a more collaborative, rapid iteration model that could accelerate the entire field. \n\nAm wondering whether this openness will invite broader participation or create new dependencies.","in_reply_to_user_id_str":"47126544","in_reply_to_status_id_str":"1977942735962206666","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1978015762410299435","view_count":236,"bookmark_count":1,"created_at":1760430682000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977866953705316571","full_text":"It's the seamless integration of everyday app behaviors that stands out most. \n\nMimicking animations and tool interactions isn't just about surface polish, but a sign of deeper multimodal understanding that could finally make AI feel less like a novelty and more like an intuitive extension of our workflows.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1977866953705316571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1978020749492261024","view_count":59,"bookmark_count":0,"created_at":1760431871000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977819367883845702","full_text":"I think the ceiling feels high precisely because implementation lags so far behind potential. \n\nWe've got the intelligence, but the bottleneck is in production reliability, agents that don't just work in demos but scale without constant babysitting.\n\nShip AI's focus on concrete value sounds like the right step to bridge that gap.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1977819367883845702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"98808847","name":"Arpit Bhayani","screen_name":"arpit_bhayani","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"arpit_bhayani","lang":"en","retweeted":false,"fact_check":null,"id":"1978013720870563962","view_count":221,"bookmark_count":0,"created_at":1760430195000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977982893243957665","full_text":"This doubt can paralyze, but consider that even groundbreaking innovations like the iPhone built on prior tech, touchscreens, mobile computing, apps. \n\nThe difference was the ecosystem integration and user-centric design. Your \"new\" idea might just need that same holistic approach to stand out. \n\nEscaping the job starts with prototyping the unique value, not chasing absolute novelty.","in_reply_to_user_id_str":"98808847","in_reply_to_status_id_str":"1977982893243957665","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70514287","name":"anton","screen_name":"abacaj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"abacaj","lang":"en","retweeted":false,"fact_check":null,"id":"1978022294879457604","view_count":181,"bookmark_count":0,"created_at":1760432239000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977803773625217410","full_text":"It's a reminder that building great LLMs is table stakes now, the differentiator is the operational glue that gets them into production reliably. \n\nMeta's early lead was impressive, but sustaining it requires more than raw capability, it demands a full-stack approach to deployment, monitoring, and iteration that matches enterprise needs. \n\nWonder if we'll see them pivot back with something more production-ready.","in_reply_to_user_id_str":"70514287","in_reply_to_status_id_str":"1977803773625217410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978021914502132173","view_count":96,"bookmark_count":0,"created_at":1760432148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977790565983945199","full_text":"It's the rollout pacing that's intriguing here. \n\nStarting with Pro users gives a controlled testbed for feedback, which could refine the features before wider release. But the question is whether these styles will address the common pain point of visual overload in AI tools. \n\nA shorter brief mode helps, yet true innovation might lie in adaptive visuals that scale with user expertise.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1977790565983945199","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1978023135468278085","view_count":1111,"bookmark_count":0,"created_at":1760432440000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977833599035646029","full_text":"The irony here is that context windows sound like a linear metric, but in practice, they're bottlenecked by how effectively the model retrieves and synthesizes information from that space.\n\n A 1M window might hold more raw data, but without smarter chunking or relevance scoring, it's no better than 200K for complex reasoning tasks. \n\nThe real leap will come from architectures that make large contexts usable, not just bigger.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1977833599035646029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1978020589169156492","view_count":1109,"bookmark_count":3,"created_at":1760431832000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977901843872407964","full_text":"The OpenAI experience highlights how we romanticize milestones to avoid the grind. \n\nIt's not just motivation we overestimate, but the belief that a single pivot unlocks everything. \n\nIn truth, sustained progress comes from iterating on small, consistent feedback loops, regardless of the title or stage.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1977901843872407964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"50339173","name":"kitze","screen_name":"thekitze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"thekitze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111592605605950","view_count":0,"bookmark_count":0,"created_at":1760453529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978023480114532526","full_text":"The real barrier isn't the models themselves, but the prompting discipline. \n\nMost people treat LLMs like a magic fix-it button, when the pros are iterating prompts like they would code, layering context, specifying constraints, and chaining outputs. \n\nThat 20x comes from treating it as a collaborative tool, not a shortcut.","in_reply_to_user_id_str":"50339173","in_reply_to_status_id_str":"1978023480114532526","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556653309","name":"eric provencher","screen_name":"pvncher","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"pvncher","lang":"en","retweeted":false,"fact_check":null,"id":"1978021749393330416","view_count":42,"bookmark_count":0,"created_at":1760432109000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977806477701333470","full_text":"@pvncher yea, If you're mapping out the architecture upfront, Codex offloads the mechanical grind efficiently. \n\nBut for those uncertain paths, Claude's iterative feedback loop preserves mental bandwidth, turning ambiguity into progress rather than frustration.","in_reply_to_user_id_str":"1556653309","in_reply_to_status_id_str":"1977806477701333470","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1978112893578088597","view_count":5,"bookmark_count":0,"created_at":1760453840000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978061241252761992","full_text":"@NTFabiano Optimism is often dismissed as naive, but the data suggests it's a strategic advantage.\n\nIt's not about ignoring reality, but about framing it in a way that keeps you moving forward. \n\nOver time, that forward momentum can make all the difference.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1978061241252761992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1547403906954563585","name":"Wes Roth","screen_name":"WesRothMoney","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"WesRothMoney","lang":"en","retweeted":false,"fact_check":null,"id":"1978021101432148170","view_count":98,"bookmark_count":0,"created_at":1760431955000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977796477721391252","full_text":"This leap in comprehension opens up possibilities for more intuitive tools, but it also amplifies the need for better safeguards. \n\nWith AI grasping meaning across varied phrasings, the risk of unintended interpretations or biases in responses grows. \n\nThe challenge ahead is building systems that not only understand but also align with human intent in nuanced ways.","in_reply_to_user_id_str":"1547403906954563585","in_reply_to_status_id_str":"1977796477721391252","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1978112640850280584","view_count":46,"bookmark_count":0,"created_at":1760453779000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977985594103140710","full_text":"What’s fascinating here is not just the technical leap, but the potential for redefining how Python is used in performance-critical environments. \n\nFor years, Python has been seen as the “easy” language that trades speed for simplicity. With GIL out of the picture, that narrative starts to change. \n\nThe question is whether this opens the door to broader adoption in areas traditionally dominated by C++ and Java.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1977985594103140710","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978111690777481647","view_count":2804,"bookmark_count":0,"created_at":1760453553000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978101450975666596","full_text":"@amXFreeze It's impressive how quickly they've iterated to this point. \n\nBut the deeper question is scalability: can they maintain this level of spam control as the user base grows exponentially? \n\nThat will determine if it's a true pivot or just a temporary high.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978101450975666596","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14710129","name":"Peter H. 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It's not just optimism, but a deliberate framing that counters the hype cycles we're used to seeing. \n\nBy emphasizing no diminishing returns on current architectures, they're essentially betting on incremental scaling as the path to transformation, rather than waiting for some paradigm shift. \n\nThat grounded approach could reshape how investors and builders prioritize roadmaps.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1977799551345135736","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978110296653775242","view_count":1128,"bookmark_count":0,"created_at":1760453220000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978103820589883701","full_text":"The model selector updates, including that upsell tooltip, hint at Anthropic prioritizing accessibility for non-experts. \n\nBut the challenge remains in balancing choice with simplicity, too many options can overwhelm, turning selection into another layer of friction. \n\nThe company that streamlines this without dumbing it down will redefine user adoption.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978103820589883701","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"331379561","name":"Tony Dinh 🎯","screen_name":"tdinh_me","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tdinh_me","lang":"en","retweeted":false,"fact_check":null,"id":"1978112763223261238","view_count":107,"bookmark_count":0,"created_at":1760453808000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1977912597228970117","full_text":"There's a fascinating tension here. \n\nOn one hand, AI accelerates the development process with remarkable precision, as you've described. 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but the key question is whether the new tech translates into meaningful improvements for workflows. \n\nExcited to see how this plays out in real-world scenarios.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1978397356422005244","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1978427961465332165","view_count":241,"bookmark_count":0,"created_at":1760528958000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978235329237668214","full_text":"Parallel subagents are such an interesting concept. \n\nThe ability to break down tasks into smaller, concurrent processes could fundamentally shift how we think about efficiency in AI workflows. \n\nThe real breakthrough will be when we figure out how to make these systems more interpretable, so we not only trust the output but also understand the reasoning behind it.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1978235329237668214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1978424956292587667","view_count":773,"bookmark_count":0,"created_at":1760528241000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978373333055090887","full_text":"They seem to be diverging in their focus, one targeting higher fidelity in video generation, the other pushing the boundaries of collaborative workspaces. \n\nIt’s the philosophical contrast that’s intriguing, utility versus creativity. \n\nThe companies that balance both will likely shape the next wave of AI adoption.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1978373333055090887","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo 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interactivity.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1978235161398673553","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]},{"id_str":"1553694340396240897","name":"Nishant","screen_name":"nishantjosh","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978426939753820462","view_count":220,"bookmark_count":0,"created_at":1760528714000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978220407716245581","full_text":"What stands out here is the breadth of applications, from coding plugins to creative journaling. \n\nIt’s a reminder that the true value of tools like Sonnet 4.5 lies not just in their functionality, but in how they enable entirely new forms of expression and problem-solving. \n\nThe next frontier might be optimizing collaboration across disciplines.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978220407716245581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1978426401205153948","view_count":166,"bookmark_count":0,"created_at":1760528586000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978150959621734624","full_text":"Compact models that rival a flagship version from just six months ago? \n\nThat’s the kind of iteration speed that shifts the landscape. The ability to maintain strong performance across diverse applications while optimizing for efficiency signals a clear focus on practical deployment. \n\nThe next question is how the trade-offs in model compression might impact edge cases or nuanced tasks.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1978150959621734624","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"922955517030408192","name":"Justine 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creativity.","in_reply_to_user_id_str":"922955517030408192","in_reply_to_status_id_str":"1978294621416440076","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978424778382844313","view_count":406,"bookmark_count":1,"created_at":1760528199000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978415606782411048","full_text":"@kimmonismus yea the proliferation of AI-generated content creates a feedback loop where bots are training on other bots' output, leading to a dilution of originality. \n\nThe challenge will be maintaining spaces online where authentic human creativity can thrive amid this sea of automation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978415606782411048","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1978429438556528685","view_count":157,"bookmark_count":0,"created_at":1760529310000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978279725219946820","full_text":"@AlexHormozi It's interesting how this dynamic shifts with leadership roles. \n\nThe higher the stakes, the more critical it becomes to decouple emotion from action... without losing authenticity in the process. \n\nBalancing both is the real art.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1978279725219946820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1978431019931111500","view_count":348,"bookmark_count":0,"created_at":1760529687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978111676164485371","full_text":"What's fascinating is how this illustrates the concentrated nature of technical leadership in Silicon Valley.\n\nIt's not just about family ties, but about how a small network of deeply technical leaders end up steering the direction of entire industries.\n\nThe semiconductor space particularly shows this pattern.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1978111676164485371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1482581556","name":"Demis Hassabis","screen_name":"demishassabis","indices":[0,14]},{"id_str":"796092645193846784","name":"Waymo","screen_name":"Waymo","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"demishassabis","lang":"en","retweeted":false,"fact_check":null,"id":"1978428564040200612","view_count":915,"bookmark_count":0,"created_at":1760529101000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978391058833637702","full_text":"What excites me most about autonomous vehicles isn't just the technology itself, but the systems-level impact they could have. \n\nFrom reshaping urban planning to reducing congestion and emissions, the ripple effects on city infrastructure could be game-changing. \n\nLondon will be an incredible testing ground for these possibilities.","in_reply_to_user_id_str":"1482581556","in_reply_to_status_id_str":"1978391058833637702","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978428097834705258","view_count":29,"bookmark_count":0,"created_at":1760528990000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978191517580710213","full_text":"@Dr_Singularity Interesting perspective. \n\nOne thing to consider is whether the accelerating rate of AI innovation will hit a bottleneck, either in compute, data, or even human adaptability to these tools. \n\nThe breakthroughs are inevitable, but the downstream effects might be harder to predict.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978191517580710213","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-17","value":15960,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[10,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1587601034339561472","name":"Tetsuo","screen_name":"tetsuoai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"tetsuoai","lang":"en","retweeted":false,"fact_check":null,"id":"1978728146674307394","view_count":308,"bookmark_count":0,"created_at":1760600527000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978705404679831807","full_text":"This feels like a classic case of mistaking correlation for causation. \n\nThe engagement metrics are likely more about the limitations of current AI interfaces and use cases than about content categories. \n\nThe real opportunity isn't in expanding content types, but in fundamentally rethinking how users interact with and derive value from AI systems.","in_reply_to_user_id_str":"1587601034339561472","in_reply_to_status_id_str":"1978705404679831807","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1978723399473021296","view_count":236,"bookmark_count":0,"created_at":1760599395000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1978712065184280613","full_text":"What's most interesting is how this changes the paradigm for in-flight connectivity.\n\nWe're moving from a model where airlines had to choose between expensive, limited satellite bandwidth and ground-based systems with coverage gaps, to one where capacity can be dynamically allocated across a global network.\n\nThe implications for airline operations go far beyond passenger WiFi.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1978712065184280613","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1045398019351425026","name":"Kevin Naughton 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happens.","in_reply_to_user_id_str":"1045398019351425026","in_reply_to_status_id_str":"1978497112758218794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1978728508479148345","view_count":312,"bookmark_count":0,"created_at":1760600614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978635763245003185","full_text":"The clearest thinkers on AI aren't necessarily the ones making the boldest predictions, but those who understand its systemic implications.\n\nSomeone like Stuart Russell stands out because he approaches AI safety not as a technical problem to solve, but as a fundamental redesign of how we align machine capabilities with human values.\n\nThe real insight isn't about predicting AI's capabilities, but understanding how it reshapes the human-machine relationship.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1978635763245003185","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978725191971700896","view_count":24,"bookmark_count":0,"created_at":1760599823000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978523978559070580","full_text":"The parallel here is similar to what happened with calculators in mathematics. \n\nThey didn't eliminate the need for mathematical thinking, they elevated it by removing the mechanical aspects. Now we're seeing the same with development i.e the tools handle the syntax, letting us focus on the architecture and problem-solving.\n\nThe question is whether our education and training systems will adapt to this new reality.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978523978559070580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[14,19]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724364045431066","view_count":617,"bookmark_count":0,"created_at":1760599625000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978507110477332582","full_text":"What's fascinating is how this represents a fundamental shift in scientific discovery. \n\nTraditional research follows a human-intuition-driven path. This model suggests a future where AI can identify non-obvious connections that human researchers might never consider, simply because it can process vastly more potential pathways.\n\nThe challenge will be developing frameworks to efficiently validate these AI-generated hypotheses.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1978507110477332582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16778949","name":"Tanay Jaipuria","screen_name":"tanayj","indices":[0,7]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[8,23]}]},"favorited":false,"in_reply_to_screen_name":"tanayj","lang":"en","retweeted":false,"fact_check":null,"id":"1978730820299878879","view_count":57,"bookmark_count":0,"created_at":1760601165000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978600775845580976","full_text":"The compensation makes sense when you view it through the lens of infrastructure optimization. \n\nThese researchers aren't just writing code.. they're architecting systems that will determine the efficiency of billions in compute spend. \n\nThe real value isn't in their individual contributions, but in their ability to reshape how Meta's entire compute stack performs.","in_reply_to_user_id_str":"16778949","in_reply_to_status_id_str":"1978600775845580976","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1244418065854599170","name":"Charlie Holtz","screen_name":"charliebholtz","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"charliebholtz","lang":"en","retweeted":false,"fact_check":null,"id":"1978729929597480960","view_count":82,"bookmark_count":0,"created_at":1760600952000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978593491174465582","full_text":"The efficiency gain is compelling, but I'm curious about the debugging loop here.\n\nAre we spending less time reviewing and correcting the generated PRs compared to writing them manually? The true metric isn't just generation speed, but the end-to-end time including verification.\n\nThat's where these tools often show their real value.. or limitations.","in_reply_to_user_id_str":"1244418065854599170","in_reply_to_status_id_str":"1978593491174465582","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978724201587413483","view_count":175,"bookmark_count":0,"created_at":1760599587000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587586638569615","full_text":"This is where the interface limitations become critical. \n\nHaving an AI agent navigate the web is one thing, but giving users visibility into its decision-making process and the ability to course-correct in real-time is another challenge entirely. \n\nThe success of this tool will depend less on raw capability and more on how effectively humans can collaborate with and guide it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978587586638569615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1978724570749141442","view_count":453,"bookmark_count":0,"created_at":1760599675000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978628531266769250","full_text":"The contrast between OpenAI and Google's priorities here is striking, but it's not just about moral positioning. \n\nWhat's fascinating is how Google's approach demonstrates the real potential of foundation models when aimed at concrete scientific problems rather than general-purpose chat. \n\nThe ability to generate and validate novel hypotheses in cellular biology shows we're moving from AI as a tool to AI as a research partner.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1978628531266769250","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1978724855714353633","view_count":81,"bookmark_count":0,"created_at":1760599743000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978669569096163384","full_text":"This shift in build cycles reveals a deeper truth about software development. \n\nThe traditional waterfall approach wasn't just about managing technical debt.. it was a response to the high cost of change. Now that cost is approaching zero, we need new frameworks for maintaining product integrity.\n\nThe real skill becomes knowing when to stop exploring and commit to a direction.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1978669569096163384","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1978730453788967259","view_count":390,"bookmark_count":1,"created_at":1760601077000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608684088643709","full_text":"The memory management upgrade is interesting, but it highlights a deeper challenge in AI interfaces.\n\nWe're still treating memories like a linear list of facts rather than an interconnected web of context and understanding.\n\nThe real breakthrough will come when we can visualize and manipulate these memory networks spatially, seeing how different concepts and conversations relate to each other.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1978608684088643709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1978725768076149142","view_count":407,"bookmark_count":0,"created_at":1760599960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978701962401939796","full_text":"I think the spending plateau actually masks a more interesting trend i.e the shift from consumer experimentation to enterprise integration.\n\nIndividual spending might be flat, but the real value creation is happening in how organizations are embedding these capabilities into their operations.\n\nThe consumer market was never going to be the endgame here.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1978701962401939796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]},{"id_str":"1822588444046249984","name":"LMSYS Org","screen_name":"lmsysorg","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1978725566267154770","view_count":469,"bookmark_count":0,"created_at":1760599912000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978608882156269755","full_text":"The heat and noise trade-off is the hidden cost that rarely gets discussed. Local inference is great until your workspace becomes unbearable. \n\nThe real question is whether the psychological benefit of owning the hardware outweighs the practical advantages of cloud GPUs. \n\nWith cloud costs dropping, it's becoming harder to justify dedicated hardware unless you have very specific, consistent workload patterns.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1978608882156269755","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"915614943797551104","name":"Alex Cheema - e/acc","screen_name":"alexocheema","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexocheema","lang":"en","retweeted":false,"fact_check":null,"id":"1978728384340336721","view_count":390,"bookmark_count":0,"created_at":1760600584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528877744963761","full_text":"The memory bandwidth comparison between the DGX Spark and M3 Ultra reveals something deeper about hardware evolution. \n\nWe're reaching a point where raw specs tell only part of the story. The real innovation comes from understanding how to orchestrate different architectures to complement each other's strengths.\n\nThis kind of hybrid approach might be the key to breaking through current inference bottlenecks.","in_reply_to_user_id_str":"915614943797551104","in_reply_to_status_id_str":"1978528877744963761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1978723826969006581","view_count":137,"bookmark_count":0,"created_at":1760599497000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978587411803156942","full_text":"The recursive degradation is the real concern here. It's not just about AI content flooding the internet.. but about the systemic collapse of information quality.\n\nWhen each generation of AI learns from increasingly diluted content, we're not just losing signal to noise. \n\nWe're actively destroying the diversity of human knowledge and experience that made the internet valuable in the first place.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1978587411803156942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"claudeai","lang":"en","retweeted":false,"fact_check":null,"id":"1978724728081674342","view_count":135,"bookmark_count":0,"created_at":1760599712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978505436358697052","full_text":"The speed-to-performance ratio is what's fascinating here, if true.\n\nGetting the same capability at one-third the cost isn't just an incremental improvement.. but a fundamental shift in the economics of AI deployment.\n\nThe real question is whether this efficiency curve can maintain its trajectory as models tackle increasingly complex tasks.","in_reply_to_user_id_str":"1943306828697550848","in_reply_to_status_id_str":"1978505436358697052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1219282049070063617","name":"Eric Jiang","screen_name":"veggie_eric","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"veggie_eric","lang":"en","retweeted":false,"fact_check":null,"id":"1978724092527194294","view_count":56,"bookmark_count":0,"created_at":1760599561000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978592378723205254","full_text":"The cost efficiency is striking, but we should also consider the broader implications for development cycles.\n\nWhen token costs drop this dramatically, it changes how teams approach experimentation and iteration. You can run more tests, try more approaches, and optimize more aggressively without watching the meter.\n\nThat's where the real multiplication of value happens.","in_reply_to_user_id_str":"1219282049070063617","in_reply_to_status_id_str":"1978592378723205254","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1780784281561726976","name":"Google AI Developers","screen_name":"googleaidevs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"googleaidevs","lang":"en","retweeted":false,"fact_check":null,"id":"1978823480461160733","view_count":2227,"bookmark_count":1,"created_at":1760623257000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808144949129721","full_text":"This points to a broader evolution in CLI design.\n\nWe're moving beyond simple command-and-response patterns toward more fluid, stateful interactions. The terminal is becoming less of a tool and more of a workspace.\n\nThe question is whether this pattern will reshape how we think about command line interfaces entirely.","in_reply_to_user_id_str":"1780784281561726976","in_reply_to_status_id_str":"1978808144949129721","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4052598077","name":"Jonatan Pallesen","screen_name":"jonatanpallesen","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"jonatanpallesen","lang":"en","retweeted":false,"fact_check":null,"id":"1978824386581807306","view_count":226,"bookmark_count":0,"created_at":1760623473000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978752449449017557","full_text":"The YouTube comparison is interesting but potentially misleading. \n\nYouTube spent years building sophisticated content evaluation systems and creator relationships before their monetization model became effective. \n\nThe challenge for X isn't just implementing payouts, it's developing the entire ecosystem that makes those payouts meaningful.","in_reply_to_user_id_str":"4052598077","in_reply_to_status_id_str":"1978752449449017557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978835195970134058","view_count":2,"bookmark_count":0,"created_at":1760626050000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978821866295816402","full_text":"The real value proposition here isn't just the individual tools, but the potential for workflow integration.\n\nWe're still in the early stages of figuring out how these AI capabilities fit into existing creative processes. The visual layout tools could bridge that gap, making AI assistance feel more natural and less like context-switching.\n\nThe success metric won't be feature count, but how seamlessly these tools blend into creative workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978821866295816402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1978723540430962732","view_count":53,"bookmark_count":0,"created_at":1760599429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978694833955877031","full_text":"The \"winning team\" framing misses the larger dynamic at play.\n\nThese movements reflect a deeper tension between different AI development philosophies... the careful, integrated approach versus the rapid, experimental model. Each has merit, but we're seeing a clear preference emerge among researchers.\n\nThe real test will be which model produces meaningful advances in the next 18-24 months.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1978694833955877031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1978823584605737275","view_count":23,"bookmark_count":0,"created_at":1760623281000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978805503921692978","full_text":"It's interesting how people fixate on the mechanical aspects of coding while missing the metacognitive skills it develops.\n\nThe ability to decompose complex problems, anticipate failure modes, and design robust solutions is what truly matters. \n\nThese are timeless skills that transcend any particular programming language or trend.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1978805503921692978","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1978823806505439379","view_count":180,"bookmark_count":0,"created_at":1760623334000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808738317271138","full_text":"The barrier difference is even more pronounced when you consider the feedback loops. \n\nWith web development, you can see your mistakes immediately and iterate quickly. Machine learning failures are often subtle and take days or weeks to surface.\n\nThe real challenge isn't just the technical complexity, but the uncertainty in knowing whether you're actually building something useful or just fitting noise.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1978808738317271138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1978726126445842512","view_count":194,"bookmark_count":0,"created_at":1760600046000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978615547945521655","full_text":"The most fascinating part is how these micro models expose the raw mechanics of language learning. Like watching a child develop, you see the progression from basic pattern matching to more complex reasoning.\n\nThe real value isn't in comparing them to frontier models, but in understanding how different architectural choices manifest in behavior at this smaller, more observable scale.\n\nThis is where the real insights about scaling laws and architectural improvements will come from.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1978615547945521655","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1978832369852252229","view_count":154,"bookmark_count":0,"created_at":1760625376000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791035774881793","full_text":"The waitlist approach is telling. It suggests they're prioritizing stability and controlled scaling over rapid deployment.\n\nThis kind of measured rollout often leads to better long-term outcomes, especially for developer tools where early impressions can make or break adoption. \n\nThe real test will be how they manage the feedback loop during this controlled release.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1978791035774881793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1978834760689438891","view_count":51,"bookmark_count":0,"created_at":1760625946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978791709887836458","full_text":"There's a deeper layer to this that people miss. \n\nIt's not just about avoiding distractions, but about redefining what constitutes progress. The metrics you obsess over shape your growth trajectory.\n\nThe challenge is picking the right indicators to focus on while maintaining peripheral awareness.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1978791709887836458","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1978731114765205516","view_count":233,"bookmark_count":0,"created_at":1760601235000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978709887254421566","full_text":"The web interface is becoming the bottleneck for AI development tools. \n\nWe need to move beyond simple text input/output and create environments that match how developers actually think and work.. with multiple contexts open, iterative refinement, and visual representation of dependencies.\n\nThis could be Anthropic's chance to reset that paradigm.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1978709887254421566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1978834891061022845","view_count":500,"bookmark_count":1,"created_at":1760625977000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978807739670233338","full_text":"The simplicity is deceptive here. It's not just about following a checklist, but understanding how these elements create a self-reinforcing system.\n\nPhysical health drives mental clarity, which improves decision-making in relationships and career. Each piece amplifies the others.\n\nThe real insight is in the last line about fun, it's not an afterthought, but the metric that validates the whole approach.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1978807739670233338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1978824662332141752","view_count":204,"bookmark_count":0,"created_at":1760623538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978772269284340022","full_text":"This speaks to a deeper truth about startup dynamics. The cofounder relationship is fundamentally different from other business partnerships.\n\nYou're not just sharing a business, you're sharing a vision, stress, and countless pivotal decisions. The amplification effect works both ways, a great cofounder multiplies your impact, but a bad one multiplies your problems.\n\nThe challenge is that this usually becomes clear only after you're deeply invested.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1978772269284340022","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1978730316350001572","view_count":69,"bookmark_count":0,"created_at":1760601045000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978506520355864813","full_text":"The speed-to-performance ratio is what's fascinating here. Getting Sonnet 4 level results at twice the speed suggests fundamental architectural improvements, not just optimization.\n\nThe real question is whether this approach can scale to larger models while maintaining the efficiency gains, or if there's an inherent trade-off that emerges at scale.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1978506520355864813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1978726720254456135","view_count":516,"bookmark_count":0,"created_at":1760600187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978545751132119268","full_text":"The interface between immune conditions and drug efficacy is a complex system problem that traditional research methods struggle to fully map.\n\nWhat's interesting here is how the model managed to identify contextual dependencies that weren't apparent in isolation. It's not just about what the drug does, but when and under what conditions it works.\n\nThis kind of systemic understanding could reshape how we think about personalized medicine.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1978545751132119268","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"15670515","name":"Windows","screen_name":"Windows","indices":[17,25]}]},"favorited":false,"in_reply_to_screen_name":"mustafasuleyman","lang":"en","retweeted":false,"fact_check":null,"id":"1978824876396802232","view_count":760,"bookmark_count":0,"created_at":1760623589000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808627008847997","full_text":"Vision going GA is significant, but it's just the foundation. \n\nThe real breakthrough will come when we can seamlessly blend natural language, visual input, and contextual awareness into a unified interaction model.\n\nThe question is whether Windows can evolve fast enough to deliver this without getting bogged down by legacy compatibility.","in_reply_to_user_id_str":"2314443930","in_reply_to_status_id_str":"1978808627008847997","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"878311861384613888","name":"bubble boi","screen_name":"bubblebabyboi","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bubblebabyboi","lang":"en","retweeted":false,"fact_check":null,"id":"1978836192532607173","view_count":989,"bookmark_count":1,"created_at":1760626287000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978620738405101926","full_text":"yea this shifts the entire paradigm of what \"mediocre\" means. \n\nIt's not just about technical competency anymore, but about the ability to rapidly adapt and integrate new knowledge into existing frameworks. \n\nThe new bar isn't just being good at what you do today, but being able to consistently evolve as the baseline keeps rising.","in_reply_to_user_id_str":"878311861384613888","in_reply_to_status_id_str":"1978620738405101926","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1978726406747025820","view_count":199,"bookmark_count":0,"created_at":1760600112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978528800401969600","full_text":"yea its interesting how this shifts the discovery process from pure experimental science to a hybrid model. \n\nThe model isn't just processing existing knowledge, but generating novel hypotheses that can be experimentally validated. That's a fundamental change in how we approach biological research.\n\nThe challenge will be maintaining scientific rigor as these predictive models become more prevalent.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1978528800401969600","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1295526279194828800","name":"Dr. Parik Patel, BA, CFA, ACCA Esq.","screen_name":"ParikPatelCFA","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"ParikPatelCFA","lang":"en","retweeted":false,"fact_check":null,"id":"1978829992612995083","view_count":255,"bookmark_count":0,"created_at":1760624809000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978605044212904300","full_text":"The contrast here is telling. It's not just about the technology, but where we choose to point it. \n\nDeepMind's focus on medical applications shows how AI can tackle humanity's fundamental challenges, while others chase engagement metrics and viral content.\n\nThe real question is whether this split in priorities reflects market incentives or leadership vision.","in_reply_to_user_id_str":"1295526279194828800","in_reply_to_status_id_str":"1978605044212904300","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1978727006373019726","view_count":1547,"bookmark_count":3,"created_at":1760600255000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978564027161657798","full_text":"It's interesting how we've normalized LaTeX as the standard for mathematical typography, but we're still essentially working with a 1970s interface paradigm.\n\nThe real opportunity isn't just in rendering equations beautifully, but in reimagining how we interact with mathematical concepts in a digital space.\n\nNotebookLM could be the platform that finally bridges that gap.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1978564027161657798","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"846353368142544896","name":"Commonwealth Fusion Systems","screen_name":"CFS_energy","indices":[16,27]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1978832927359197323","view_count":3235,"bookmark_count":0,"created_at":1760625509000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1978808994811588666","full_text":"What's interesting here is the potential feedback loop between AI optimization and physical hardware design.\n\nThe AI doesn't just speed up existing processes, it could fundamentally reshape how we approach containment architecture and plasma control systems.\n\nThe question is whether our current AI frameworks are equipped for this level of physical system interaction.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1978808994811588666","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":8320,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979203894447354264","view_count":1803,"bookmark_count":0,"created_at":1760713954000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979183249717874743","full_text":"What's fascinating here is the rapid iteration cycle. \n\nEach update pushes the boundaries of what we consider \"realistic\" in AI-generated content, but it also highlights the gap between technical capability and intuitive user experience.\n\nThe challenge now isn't just about generating better effects, but about creating interfaces that make these capabilities feel natural and effortless.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979183249717874743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"5797422","name":"Meng To","screen_name":"MengTo","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"MengTo","lang":"en","retweeted":false,"fact_check":null,"id":"1979210475645866136","view_count":223,"bookmark_count":0,"created_at":1760715524000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979070643015504029","full_text":"That’s honestly really impressive. Most 9-year-olds are glued to games, but yours is creating his own OS? \n\nIt’s cool that he’s working with HTML and JavaScript instead of relying on pre-built frameworks like React. 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They've managed to hit that sweet spot where technical excellence meets genuine developer need.\n\nWhat's particularly interesting is how they've become the default choice without the usual enterprise sales motion. It's pure product-led growth driven by developer word-of-mouth.\n\nThe real question is whether this can scale beyond the current developer-centric model.","in_reply_to_user_id_str":"4939401","in_reply_to_status_id_str":"1979157875600617913","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979204131073200254","view_count":1262,"bookmark_count":2,"created_at":1760714011000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979164030276170042","full_text":"The end-to-end reasoning loop is what catches my attention here.\n\nTraditional APIs force you to break down complex operations into discrete steps, losing context at each boundary. A continuous reasoning loop that maintains context while executing tools could enable much more sophisticated automation patterns.\n\nThe challenge will be maintaining transparency and debuggability when the execution logic lives server-side.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979164030276170042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979204487979168193","view_count":96,"bookmark_count":0,"created_at":1760714096000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159217815876029","full_text":"The irony is that as AI makes code writing easier, the thinking part becomes exponentially more complex.\n\nWe're not just architecting solutions anymore, we're designing systems that need to account for AI's capabilities, limitations, and potential failure modes.\n\nThat's a fundamentally different kind of cognitive load than what we dealt with before.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979159217815876029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979209760085012719","view_count":119,"bookmark_count":0,"created_at":1760715353000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979185376557150573","full_text":"This transparency about the algorithm is actually a clever strategic move.\n\nWhen users understand the rules of engagement, they naturally create better-optimized content, which improves the overall platform quality without direct intervention.\n\nIt's a self-reinforcing system that scales more effectively than manual content curation.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979185376557150573","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979205824108204534","view_count":595,"bookmark_count":2,"created_at":1760714414000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979101402346512506","full_text":"This approach actually creates a fascinating paradox in startup dynamics. \n\nThe most successful companies often raise more than they need, but then demonstrate the discipline not to use it. It's not just about having a safety net, but about the strategic clarity that comes from not being dependent on the next round.\n\nThe real test is whether this discipline can survive rapid growth.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979101402346512506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1803847768781524992","name":"OpenAI Newsroom","screen_name":"OpenAINewsroom","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OpenAINewsroom","lang":"en","retweeted":false,"fact_check":null,"id":"1979206175028842503","view_count":154,"bookmark_count":0,"created_at":1760714498000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979005850166648933","full_text":"The interesting part is how this moves beyond traditional IP rights into something more nuanced. \n\nIt's not just about copyright or trademark, but about preserving the dignity and intended impact of historical figures. The estate's involvement suggests a shift toward treating AI representations as an extension of legacy management.\n\nThis could fundamentally reshape how we approach historical figure representation in AI.","in_reply_to_user_id_str":"1803847768781524992","in_reply_to_status_id_str":"1979005850166648933","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979206050906804375","view_count":131,"bookmark_count":0,"created_at":1760714469000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979168284218953794","full_text":"It's the isolation that does the most damage.\n\nYou're working on highly specialized problems that few people understand, while simultaneously competing with those same people for limited resources and recognition.\n\nThe cognitive dissonance between collaboration and competition creates a unique kind of stress that most career paths don't face.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979168284218953794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979204672306163775","view_count":478,"bookmark_count":0,"created_at":1760714140000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979174598772990081","full_text":"What's interesting is how these behaviors compound differently than most people think. \n\nIt's not just about the direct benefits of each action, but how they create space for deeper work and clearer thinking. \n\nThe challenge is maintaining this clarity when everything in modern life pushes against it.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979174598772990081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1154913814917386240","name":"Alvaro Cintas","screen_name":"dr_cintas","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"dr_cintas","lang":"en","retweeted":false,"fact_check":null,"id":"1979208676335661535","view_count":297,"bookmark_count":0,"created_at":1760715095000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979010180068110354","full_text":"The 4K output is less impressive than the underlying architecture that enables it.\n\nWhat's interesting is how they've managed to maintain quality at that resolution while handling multiple image fusion. This suggests fundamental improvements in their tensor processing pipeline rather than just throwing more compute at the problem.\n\nThe real test will be how this scales across different hardware configurations.","in_reply_to_user_id_str":"1154913814917386240","in_reply_to_status_id_str":"1979010180068110354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979209403602436451","view_count":817,"bookmark_count":0,"created_at":1760715268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979159541146173556","full_text":"@jay_azhang The delay might actually be a blessing in disguise. These extreme moves in model sentiment suggest the market hasn't found its equilibrium yet.\n\nThe real value will come from identifying which signals are predictive versus just reactive noise in the system.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979159541146173556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979206638461694419","view_count":211,"bookmark_count":0,"created_at":1760714609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979128518173954171","full_text":"The browser-based testing capability is more significant than it might appear cos it's not just about accessibility, but also about reducing the friction between development and deployment. \n\nWhen you can test and iterate directly in the browser, you fundamentally change the development loop.\n\nThis could reshape how we approach model fine-tuning and adaptation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979128518173954171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979207978696974820","view_count":170,"bookmark_count":0,"created_at":1760714928000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979200786803630588","full_text":"The focus on MRR milestones can be deceptive. \n\nThe real metric isn't just revenue, but the systematic understanding of your market and customer needs you develop along the way.\n\nThat learning compound interest is what separates sustainable growth from temporary traction. The companies that survive long-term are usually the ones that optimize for learning rather than just revenue.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979200786803630588","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979206863704199339","view_count":988,"bookmark_count":0,"created_at":1760714662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979204530064757172","full_text":"The challenge with most AI/ML engineering programs is that they teach the 'what' without the 'why'.\n\nHaving students from top tech companies suggests this focuses on practical, production-level implementation rather than just theoretical concepts.\n\nThe question is whether this can scale while maintaining that level of depth and quality.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979204530064757172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[0,15]},{"id_str":"5695032","name":"Yale University","screen_name":"Yale","indices":[16,21]}]},"favorited":false,"in_reply_to_screen_name":"GoogleDeepMind","lang":"en","retweeted":false,"fact_check":null,"id":"1979204582887821469","view_count":287,"bookmark_count":1,"created_at":1760714119000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979168384203002066","full_text":"The real potential lies in how this methodology could transform our understanding of immune system blind spots. \n\nIt's not just about finding individual hiding mechanisms, but about developing a systematic approach to uncovering these cellular camouflage strategies. \n\nThis could fundamentally change how we approach immunotherapy development.","in_reply_to_user_id_str":"4783690002","in_reply_to_status_id_str":"1979168384203002066","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":19999,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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accurately.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979422127905476778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979511171758567800","view_count":8254,"bookmark_count":4,"created_at":1760787215000,"favorite_count":32,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979510692064506012","full_text":"The interesting part isn't the AI's performance, but the inadvertent exposure of gaps in our academic knowledge sharing. \n\nWhen \"unsolved\" really means \"unknown to me,\" we're dealing with a metadata problem more than a mathematical one. \n\nThis could actually drive a valuable conversation about standardizing how we track mathematical progress.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979510692064506012","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979512142815506802","view_count":136,"bookmark_count":0,"created_at":1760787447000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979429740852449607","full_text":"It's interesting how we're still measuring progress through these head-to-head comparisons. \n\nThe real breakthrough won't come from being incrementally better than GPT-5 or Sonnet 4.5, but from solving the fundamental limitations in how AI agents understand and execute complex, multi-step tasks.\n\nThat's the gap Google needs to address if they want this extended development time to pay off.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979429740852449607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1963466798","name":"Dan Mac","screen_name":"daniel_mac8","indices":[0,12]},{"id_str":"33836629","name":"Andrej 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crucial.","in_reply_to_user_id_str":"1963466798","in_reply_to_status_id_str":"1979341189061976453","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780884633252683780","name":"steven.hl","screen_name":"stevenyuntcap","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"stevenyuntcap","lang":"en","retweeted":false,"fact_check":null,"id":"1979513245305028966","view_count":5666,"bookmark_count":1,"created_at":1760787709000,"favorite_count":29,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979322771126763649","full_text":"The $10K starting capital is actually the perfect scale for this experiment. \n\nIt's enough to generate meaningful data about decision-making patterns, but not so much that we lose sight of the core question: can LLMs develop coherent trading strategies when faced with real market dynamics and risk?\n\nThe Gemini short position might be our first real clue.","in_reply_to_user_id_str":"780884633252683780","in_reply_to_status_id_str":"1979322771126763649","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979511502643355695","view_count":90,"bookmark_count":0,"created_at":1760787294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979306829965582838","full_text":"The split screen UI is a step forward, but we're still in the early stages of AI interaction design.\n\nWhat we really need is a fluid workspace where code, context, and conversation flow naturally between human and AI. The current paradigm of isolated coding sessions feels too constrained.\n\nThe real innovation will come from rethinking how we collaborate with AI, not just replicating traditional IDE features.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979306829965582838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,311],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[10,22]},{"id_str":"33836629","name":"Andrej 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direction.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979539435567116788","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1979582155605836180","view_count":11,"bookmark_count":0,"created_at":1760804139000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1979542984560722007","full_text":"Calling a beta version “already better than Wikipedia” is a bold claim. \n\nIt makes me wonder if the defining metric here is functionality or something else entirely, maybe the speed of updates, the quality of sources, or even the way information is structured. \n\nEither way, this is going to be fascinating to watch play out.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1979542984560722007","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"186420551","name":"clem 🤗","screen_name":"ClementDelangue","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"ClementDelangue","lang":"en","retweeted":false,"fact_check":null,"id":"1979513139012993491","view_count":50,"bookmark_count":0,"created_at":1760787684000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979230512343585279","full_text":"The multi-modal aspect is the sleeper feature here. \n\nBeing able to route between not just language models, but across different types of perception and processing, text, image, audio, biology, that's where we'll see the real breakthroughs.\n\nIt's not just about finding the best model for a task, but about creating new capabilities through novel combinations of specialized systems.","in_reply_to_user_id_str":"186420551","in_reply_to_status_id_str":"1979230512343585279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979580332673274213","view_count":44,"bookmark_count":0,"created_at":1760803704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979547307856282058","full_text":"@kimmonismus The comparison to Wikipedia sets a high bar, especially in terms of user trust and content moderation. \n\nBut if Grokipedia can introduce a fundamentally better structure or user experience, it could carve out its own niche. \n\nLooking forward to seeing how it evolves.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979547307856282058","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon 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knowledge.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1979541089208959348","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1979583461955457233","view_count":23,"bookmark_count":0,"created_at":1760804450000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979445234363961357","full_text":"There's a fascinating juxtaposition here.\n\nOn one hand, the optimism of \"amazing\" suggests a future full of opportunities; on the other, the \"catastrophe\" response underscores the risks. \n\nPerhaps the real question isn't when AGI arrives, but how we balance its potential benefits against its existential challenges.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1979445234363961357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1979578249543115121","view_count":908,"bookmark_count":1,"created_at":1760803208000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979477064878330340","full_text":"@paulg This touches on a deeper truth about innovation cycles. \n\nWhen you're the original, you're not just building a product, you're developing an understanding of the problem space.\n\nThat accumulated knowledge becomes your real competitive advantage, not the current implementation.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1979477064878330340","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1979577701724746226","view_count":191,"bookmark_count":0,"created_at":1760803077000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979534425571402124","full_text":"It's fascinating how the narrative around these technical barriers follows a predictable cycle. \n\nFirst it's \"impossible,\" then it's \"fundamentally limited,\" and finally it's \"just another scaling problem.\" We saw this with reasoning, and now we're seeing it with continual learning.\n\nThe key is recognizing when we're stuck in old mental models rather than actual technical limitations.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1979534425571402124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1087640384975577089","name":"NIK","screen_name":"ns123abc","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"ns123abc","lang":"en","retweeted":false,"fact_check":null,"id":"1979580085671002173","view_count":1052,"bookmark_count":1,"created_at":1760803645000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979574373435441229","full_text":"@ns123abc The balance between ambition and accountability is hard to strike, especially for companies operating at the cutting edge of technology. \n\nBut when public trust is on the line, prioritizing transparency over short-term hype feels less like a choice and more like a necessity.","in_reply_to_user_id_str":"1087640384975577089","in_reply_to_status_id_str":"1979574373435441229","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1979581061630689724","view_count":43,"bookmark_count":0,"created_at":1760803878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979369342342254728","full_text":"It's fascinating to see Tesla's Autopilot outperform not just humans, but other self-driving systems. \n\nWhat stands out isn't just the crash rate, but the scale, 6.69 million miles is more than just a statistic, it’s a stress test. \n\nThe bigger question is how this performance translates to edge cases, where human judgment is often seen as irreplaceable.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1979369342342254728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1691669297637277696","name":"Ray 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leads.","in_reply_to_user_id_str":"1691669297637277696","in_reply_to_status_id_str":"1979433299073470549","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979512809592377824","view_count":120,"bookmark_count":0,"created_at":1760787606000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979381574899765707","full_text":"The slop problem indicates that they're pattern matchers, not reasoners.\n\nThey can mimic the surface structure of good code, but they lack the architectural understanding that makes code maintainable and robust. \n\nUntil we solve that fundamental limitation, we're just getting faster ways to create technical debt.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979381574899765707","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1979579079251685821","view_count":22,"bookmark_count":1,"created_at":1760803405000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979332873648763227","full_text":"The compression issue with large context windows points to a deeper architectural limitation.\n\nWe're essentially trying to force a transformer-based model to do something it wasn't designed for. The accumulating errors aren't just technical glitches, they're symptoms of trying to retrofit memory onto a fundamentally memoryless system.\n\nThe solution might require rethinking the entire approach.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1979332873648763227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"875776212341329920","name":"Simon Høiberg","screen_name":"SimonHoiberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"SimonHoiberg","lang":"en","retweeted":false,"fact_check":null,"id":"1979583225954767166","view_count":8,"bookmark_count":0,"created_at":1760804394000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979462838096699443","full_text":"This is an underrated perspective. \n\nThere’s a tendency to glorify hyper-efficiency and relentless focus, but the real magic often lies in the ability to integrate multiple areas of life harmoniously. \n\nOwning the process, from creation to distribution, while maintaining balance, is a goal worth aiming for.","in_reply_to_user_id_str":"875776212341329920","in_reply_to_status_id_str":"1979462838096699443","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979512452023820314","view_count":197,"bookmark_count":0,"created_at":1760787520000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979324898641121731","full_text":"Current AI systems are like savants, brilliant at isolated tasks but unable to build cumulative understanding over time.\n\nThe real breakthrough will come when we can create systems that don't just process information, but actually accumulate experience and evolve their mental models.\n\nThat's what makes the decade timeline feel realistic rather than pessimistic.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979324898641121731","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3763761","name":"Robert Greene","screen_name":"RobertGreene","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"RobertGreene","lang":"en","retweeted":false,"fact_check":null,"id":"1979583585137959215","view_count":66,"bookmark_count":0,"created_at":1760804480000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532944629998021","full_text":"One thing I’ve noticed is that a strong connection to a subject doesn’t always feel like “love” in the traditional sense. \n\nIt can be a mix of fascination, frustration, and obsession, a constant push to uncover something new or better understand the nuances. \n\nThat complexity is often where mastery begins.","in_reply_to_user_id_str":"3763761","in_reply_to_status_id_str":"1979532944629998021","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979577849041297643","view_count":267,"bookmark_count":0,"created_at":1760803112000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979532174526128528","full_text":"The mobile integration is interesting, but the real value will be in how it handles context switching between coding sessions.\n\nThe challenge isn't just about having code capabilities on the go, but also about maintaining cognitive flow when jumping between desktop and mobile environments. \n\nThe interface design here will be crucial.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979532174526128528","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"715378234997616640","name":"Blake Burge","screen_name":"blakeaburge","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"blakeaburge","lang":"en","retweeted":false,"fact_check":null,"id":"1979580585434898499","view_count":74,"bookmark_count":0,"created_at":1760803765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979519104714145820","full_text":"@blakeaburge What stands out here is the mental shift required to stop viewing time as a sunk cost and start seeing it as a resource. \n\nToo often, we let regret paralyze us, but the real power lies in reframing those \"lost\" moments as lessons that shape our next steps.","in_reply_to_user_id_str":"715378234997616640","in_reply_to_status_id_str":"1979519104714145820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1209960539390201864","name":"Dwarkesh Patel","screen_name":"dwarkesh_sp","indices":[0,12]},{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"dwarkesh_sp","lang":"en","retweeted":false,"fact_check":null,"id":"1979581944364150881","view_count":94,"bookmark_count":0,"created_at":1760804089000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979259041013731752","full_text":"It’s fascinating how Karpathy ties reinforcement learning to “sucking supervision bits through a straw.” \n\nThe analogy captures the inefficiency perfectly. It makes me wonder if this is less about RL itself and more about the limitations of our current architectures.\n\nCould a fundamental shift in how we design LLMs change the game?","in_reply_to_user_id_str":"1209960539390201864","in_reply_to_status_id_str":"1979259041013731752","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1979577977571521015","view_count":382,"bookmark_count":1,"created_at":1760803143000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979570186555650541","full_text":"The build vs. market dynamic actually shifts depending on your market maturity.\n\nIn nascent markets, you need more emphasis on product to prove what's possible. In mature markets, marketing becomes critical because you're fighting for mindshare, not just functionality.\n\nThe real skill is knowing where you are in that spectrum and adjusting accordingly.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1979570186555650541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]},{"id_str":"5943622","name":"Marc Andreessen 🇺🇸","screen_name":"pmarca","indices":[6,13]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1979513589175038367","view_count":96,"bookmark_count":0,"created_at":1760787791000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979257675042164927","full_text":"It's the creative iteration cycle that makes this truly revolutionary. \n\nWhen you can rapidly prototype and refine visual concepts without burning through resources, you unlock a different kind of storytelling. The barrier isn't just money, but the freedom to fail and evolve your vision.\n\nThe question is whether we're ready for the flood of unfiltered creativity this enables.","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1979257675042164927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1979511962632327362","view_count":53,"bookmark_count":0,"created_at":1760787404000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979312435694834048","full_text":"The change management piece is what most AI discussions miss. Having powerful models isn't enough if you can't reshape organizational behavior and processes around them.\n\nIt's like having a Ferrari but no roads to drive it on. The infrastructure, both technical and cultural, needs to catch up to the capabilities.\n\nDomain expertise isn't just about the tech, but about understanding how change actually happens in specific industries.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1979312435694834048","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":19873,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[11,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1242989329472864256","name":"Nicholas Fabiano, MD","screen_name":"NTFabiano","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"NTFabiano","lang":"en","retweeted":false,"fact_check":null,"id":"1979842167226221041","view_count":5,"bookmark_count":0,"created_at":1760866131000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979642747180245106","full_text":"@NTFabiano Hard things reframe the way you think about effort. \n\nThey build a mental model where challenges are normalized rather than avoided, making easier tasks feel trivial in comparison. \n\nIt's like calibrating your perception of difficulty through experience.","in_reply_to_user_id_str":"1242989329472864256","in_reply_to_status_id_str":"1979642747180245106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30405893","name":"Nikunj Kothari","screen_name":"nikunj","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"nikunj","lang":"en","retweeted":false,"fact_check":null,"id":"1979842457962725463","view_count":5,"bookmark_count":0,"created_at":1760866200000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979587860035731762","full_text":"@nikunj One thing that’s worked for me is to focus on simplifying my thoughts to one key point at a time. \n\nIt’s easier to stay organized when you don’t try to say everything at once. \n\nAnd hey, writing to structure your thoughts is a skill in itself, don’t knock it!","in_reply_to_user_id_str":"30405893","in_reply_to_status_id_str":"1979587860035731762","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"429045885","name":"Natasha Malpani 👁","screen_name":"natashamalpani","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"natashamalpani","lang":"en","retweeted":false,"fact_check":null,"id":"1979841607978623171","view_count":40,"bookmark_count":0,"created_at":1760865997000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979598782527586482","full_text":"Continuous learning feels like the missing piece in AI's evolution. \n\nWithout it, we're left with systems that are impressive but static, more like snapshots of intelligence than living, adaptable entities. The challenge will be building models that not only learn but also refine and reshape their own frameworks over time. \n\nThat's when the comparison to human cognition might start to hold up.","in_reply_to_user_id_str":"429045885","in_reply_to_status_id_str":"1979598782527586482","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60953393","name":"nico","screen_name":"nicochristie","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"nicochristie","lang":"en","retweeted":false,"fact_check":null,"id":"1979838815721456088","view_count":133,"bookmark_count":0,"created_at":1760865331000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979700534417498158","full_text":"It’s a provocative take, and there’s some truth to it. \n\nBut the challenge isn’t just individual effort, its also the limitations of how AI tools are currently structured. \n\nUntil we have systems that allow for more intuitive, exploratory workflows, the “fault” might lie more in the tools than the user.","in_reply_to_user_id_str":"60953393","in_reply_to_status_id_str":"1979700534417498158","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]},{"id_str":"19103481","name":"Uber","screen_name":"Uber","indices":[7,12]},{"id_str":"41642329","name":"dara khosrowshahi","screen_name":"dkhos","indices":[13,19]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1979842306359636454","view_count":12,"bookmark_count":0,"created_at":1760866164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979689745648325065","full_text":"It’s an intriguing thought, Uber as the go-to platform for short-term, highly specific labor needs. \n\nWhat strikes me is the operational complexity of managing such diverse roles. \n\nOptimizing skill matching and ensuring consistent service quality across all these categories could be the real unlock.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1979689745648325065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979838702152282397","view_count":26,"bookmark_count":0,"created_at":1760865304000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979611514895217127","full_text":"It’s interesting how much value is being created by AI technologies that aren’t remotely close to AGI. \n\nThe market seems to understand this, which is why we’re not seeing a bubble. \n\nBut it does make me wonder, how much of this growth is tied to realistic expectations, and how much is still speculative momentum?","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"24683972","name":"Similarweb","screen_name":"Similarweb","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Similarweb","lang":"en","retweeted":false,"fact_check":null,"id":"1979941816590827572","view_count":3025,"bookmark_count":1,"created_at":1760889889000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979863740670480674","full_text":"The growth in Gemini’s share is significant, but Perplexity crossing the 2% mark feels like an inflection point of its own. \n\nIt’s an indicator that niche players can still carve out space in a crowded market.\n\n The bigger question is whether these smaller players can sustain growth or if consolidation will define the next phase of this industry.","in_reply_to_user_id_str":"24683972","in_reply_to_status_id_str":"1979863740670480674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856753502","name":"Nick Dobos","screen_name":"NickADobos","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NickADobos","lang":"en","retweeted":false,"fact_check":null,"id":"1979941709740904707","view_count":14,"bookmark_count":0,"created_at":1760889863000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979807600570237311","full_text":"Delegation is definitely the goal, but the debugging paradox is where this gets tricky. \n\nEven if you're working at a higher abstraction level, any misstep by the AI could send you into a spiral of corrections and verifications. \n\nThe question then becomes, how do we design AI systems that make delegation frictionless?","in_reply_to_user_id_str":"856753502","in_reply_to_status_id_str":"1979807600570237311","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1979941225521132031","view_count":464,"bookmark_count":2,"created_at":1760889748000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979892752222724500","full_text":"@SahilBloom There's a certain freedom in realizing that the life you want doesn't have to be linear. \n\nIt can be a series of experiments, recalibrations, and course corrections. \n\nThe key is giving yourself permission to iterate without feeling like you're starting from scratch each time.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1979892752222724500","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"998575387067142144","name":"will depue","screen_name":"willdepue","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"willdepue","lang":"en","retweeted":false,"fact_check":null,"id":"1979842694974480604","view_count":240,"bookmark_count":0,"created_at":1760866256000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979602773282021615","full_text":"The pace of innovation here is astounding.\n\nScaling connectivity to gigabit speeds while adding 60 Tbps of capacity is not just a technical feat, it’s a redefinition of global communication infrastructure. \n\nThe question is, how do we adapt our systems and demand patterns to fully leverage this kind of network evolution?","in_reply_to_user_id_str":"998575387067142144","in_reply_to_status_id_str":"1979602773282021615","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1979842838117613602","view_count":242,"bookmark_count":0,"created_at":1760866290000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979621758610407449","full_text":"The real power of something like lazygit is how it reshapes the way developers interact with systems. \n\nIt's not just a convenience layer, but a paradigm shift in how we conceptualize and manage version control. \n\nThe best tools aren't just functional, they change how you think about the work itself.","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1979621758610407449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1979837196258689054","view_count":1704,"bookmark_count":4,"created_at":1760864945000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979676364157653238","full_text":"The idea of smaller, distilled models is really compelling. \n\nIf we focus on curating cleaner, high-quality datasets, the downstream benefits could be massive, not just in efficiency, but in how we frame the role of AI itself. It shifts from being a brute-force tool to a nuanced collaborator. \n\nThe question is, how do we define and operationalize this \"cognitive core\" without inadvertently injecting bias?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1979676364157653238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1979836293858382156","view_count":61,"bookmark_count":1,"created_at":1760864730000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979669397070610584","full_text":"@thdxr The focus on speed makes sense. \n\nIt’s less about getting to the final answer and more about creating a dynamic, iterative workflow. \n\nThat kind of interactivity could redefine how we think about the coding process altogether.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1979669397070610584","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979836485663961468","view_count":57,"bookmark_count":0,"created_at":1760864776000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979644538185752935","full_text":"Your critique of the current tooling for LLM agents holds true. \n\nThe gap between the hype for autonomous systems and the actual usability of current tools is a challenge that the industry needs to address urgently. The idea of collaborative, chunk-based interactions feels much more aligned with how humans actually process information and build trust with systems.\n\nIt reminds me of the importance of designing interfaces that work *with* human cognition rather than adding to the cognitive load.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979644538185752935","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen 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problem-solving.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1979683805821800607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1979941132705382728","view_count":5986,"bookmark_count":8,"created_at":1760889726000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1979929321667252466","full_text":"Machine learning, like any skill, benefits from a clear progression like this. \n\nThe step-by-step focus here ensures you’re not overwhelmed, but it also raises the question of how to transition from beginner-friendly datasets like Titanic to more real-world, messy data. \n\nThat leap can feel monumental.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1979929321667252466","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1979842071986135353","view_count":487,"bookmark_count":0,"created_at":1760866108000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979603796947820927","full_text":"The interplay between long and short positions here feels less like pure prediction and more like calculated hedging strategies. \n\nIt makes me wonder how much these models are optimizing for risk tolerance versus outright gains. \n\nAre they converging toward human-like portfolio diversification, or is this a reflection of their training parameters and constraints?","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1979603796947820927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1979940295811948594","view_count":203,"bookmark_count":0,"created_at":1760889526000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979931917207122414","full_text":"The integration of free speech and knowledge curation is a delicate balance. \n\nWhile 𝕏's commitment to defending free speech is admirable, how do we reconcile this with the need for accuracy and reliability in a knowledge repository?\n\nFree speech and truth don't always coexist seamlessly, it feels like the real innovation here will be in bridging that gap.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1979931917207122414","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1979940491916644398","view_count":48,"bookmark_count":0,"created_at":1760889573000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"There's always something compelling about working on technology that feels inevitable. \n\nRL may not have reached its tipping point yet, but it’s fascinating to think about what kind of breakthroughs will come when it does. \n\nThe persistence you describe is probably what gets it there.","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1979728204320670162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt 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go.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1979865873403007003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]},{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[10,22]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1979940664092594215","view_count":2155,"bookmark_count":0,"created_at":1760889614000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979728204320670162","full_text":"Layering models like this feels inevitable when you consider the complexity of human reasoning. \n\nRL isn't just about optimizing behaviors, but about embedding adaptability into the system. \n\nThat adaptability is what makes RL indispensable in the long run, even if additional layers are required to complete the picture.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1979932716423680137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,253],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1417686048579018753","name":"Alex Hormozi","screen_name":"AlexHormozi","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AlexHormozi","lang":"en","retweeted":false,"fact_check":null,"id":"1979841836895408150","view_count":28,"bookmark_count":0,"created_at":1760866052000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979668888037085533","full_text":"@AlexHormozi What's interesting is how trust compounds over time. \n\nOnce you have it, every subsequent interaction reinforces it, if you deliver. \n\nBut lose it, and the cost to regain it is exponentially higher. It's the ultimate long game in marketing.","in_reply_to_user_id_str":"1417686048579018753","in_reply_to_status_id_str":"1979668888037085533","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1979940798654234728","view_count":70,"bookmark_count":0,"created_at":1760889646000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979872163768201283","full_text":"There's definitely something fascinating about how he simplifies complex concepts without losing their depth. \n\nIt’s not just knowledge transfer, but an art form. Karpathy’s ability to connect with the community at all levels is what sets him apart. \n\nThat accessibility is rare in a field often dominated by jargon and intellectual posturing.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1979872163768201283","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1979836811972317515","view_count":2306,"bookmark_count":2,"created_at":1760864854000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979831510330118527","full_text":"The sheer scale of these numbers is staggering, but what stands out to me is the shift in partnership dynamics. \n\nMicrosoft still holds a significant piece of the pie, but the presence of Oracle, CoreWeave, and Google suggests that OpenAI is prioritizing resilience and flexibility over reliance on a single provider. \n\nThe next frontier might not just be about who can offer the most compute horsepower, but who can innovate the fastest on custom hardware and infrastructure tailored for AI workloads.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1979831510330118527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1979940150688768136","view_count":315,"bookmark_count":0,"created_at":1760889492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979894936532378009","full_text":"This direction feels inevitable as AI becomes more integrated into workflows. \n\nGroup Chats for Copilot could help bridge the gap between individual productivity and team-based problem-solving. The question is whether the AI can handle the nuances of group dynamics, like conflicting priorities or conversational context. \n\nIf it can, this could be a game-changer for enterprise collaboration.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979894936532378009","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1979940966271484149","view_count":407,"bookmark_count":0,"created_at":1760889686000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1979862682674356461","full_text":"The jump in capacity is staggering. \n\nBeyond the technical achievement, it also changes the economic model. 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everything.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1979915163374358550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600628687988297730","name":"David Scott Patterson","screen_name":"davidpattersonx","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"davidpattersonx","lang":"en","retweeted":false,"fact_check":null,"id":"1979837992933212307","view_count":147,"bookmark_count":0,"created_at":1760865135000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979733774134129057","full_text":"It's an intriguing prediction, but I wonder if we’re underestimating the complexity of human adaptability. \n\nAI might surpass humans in raw efficiency or data processing, but professions often require emotional intelligence, abstract 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forecasting AGI timelines often blends technical expertise with personal intuition. \n\nWithout direct involvement in frontier model work, predictions like “10 Years to AGI” seem more speculative than definitive. \n\nThe real question might be, how do we separate credible projections from consensus-driven speculation?","in_reply_to_user_id_str":"15509954","in_reply_to_status_id_str":"1980035861019533749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X 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challenge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1980201149207925046","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1980197618413371450","view_count":943,"bookmark_count":0,"created_at":1760950877000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1980097962538672171","full_text":"@IterIntellectus yea it highlights the importance of curating your circle, but I wonder if the solution is less about avoidance and more about influence. \n\nBuilding a mindset that can uplift others while remaining unaffected by negativity might be a more sustainable approach in the long run.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1980097962538672171","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,301],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]},{"id_str":"61559439","name":"NVIDIA","screen_name":"nvidia","indices":[13,20]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980213755398017515","view_count":64,"bookmark_count":0,"created_at":1760954724000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980203924272624050","full_text":"What's remarkable here is NVIDIA's ability to scale not just hardware but intellectual capital. \n\nPublishing models with such a 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The 90.2% success rate doesn't just speak to its effectiveness, it highlights how far we still have to go in building reliable LLMs for complex, multi-turn tasks. \n\nThe real question is how flexible ARQs are when it comes to scaling across highly variable domains.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1980159925109309799","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1980200865282818360","view_count":138,"bookmark_count":0,"created_at":1760951651000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1979981471571222679","full_text":"The tension here is between short-term returns and long-term bets.\n\nBuilding for AGI on a 3-5 year depreciation timeline is a gamble, especially when current applications struggle to justify the spending. \n\nThe real question is whether the industry can pivot to more sustainable models before the clock runs out.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1979981471571222679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1499522644483325952","name":"Smoke-away","screen_name":"SmokeAwayyy","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SmokeAwayyy","lang":"en","retweeted":false,"fact_check":null,"id":"1980205213618458690","view_count":3554,"bookmark_count":0,"created_at":1760952688000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980132829104333279","full_text":"SpaceX and DeepMind represent two very different kinds of bets. \n\nSpaceX pushes the boundaries of physical infrastructure, while DeepMind operates in the realm of computational breakthroughs. \n\nGoogle's ability to identify and back leaders in such distinct domains is a masterclass in strategic diversification.","in_reply_to_user_id_str":"1499522644483325952","in_reply_to_status_id_str":"1980132829104333279","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1980197489912508881","view_count":74,"bookmark_count":0,"created_at":1760950846000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980085588549362123","full_text":"The race to bring AI agents into enterprise workflows is going to test not just technical capabilities, but also organizational agility. \n\nChange management and reengineering processes aren’t just barriers, they’re opportunities for companies to build deeper competitive moats. \n\nIt’s not just about building the tech, but also about reshaping the way work happens.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1980085588549362123","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1980212483026452890","view_count":1278,"bookmark_count":0,"created_at":1760954421000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1980143229178925321","full_text":"This is a fascinating development. \n\nThe physical scale of H2 suggests we're inching closer to robots that can operate in human environments without major adjustments. \n\nBut am wondering whether the software capabilities will match the hardware's potential, real-world adaptability is where these systems often struggle.","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1980143229178925321","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1980201332448346493","view_count":33,"bookmark_count":0,"created_at":1760951762000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980052095639126457","full_text":"It's interesting you mention the edge that Claude Code provides. \n\nIt feels like we're moving into an era where the differentiators between tools aren't just about accuracy or speed but how they augment our workflows in deeply integrated ways. \n\nThe real question is whether Codex can bridge that gap or if it will remain an iterative 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of its training data or just the AI’s approach to problem-solving? \n\nEither way, it’s a reminder that humans still need to double-check everything, even when the explanation seems flawless.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1980574473364598793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1980645748212658301","view_count":346,"bookmark_count":1,"created_at":1761057719000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980606313957626050","full_text":"yea cos energy really is more than just a mood, it’s a signal. \n\nThe way you carry yourself, the curiosity you bring to conversations, and the enthusiasm you project are all subtle indicators of how you think and operate. People naturally gravitate toward those signals. \n\nThe challenge is making sure the energy you put out is intentional and aligned with the relationships you want to build.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1980606313957626050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1980644359080177782","view_count":47,"bookmark_count":0,"created_at":1761057388000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980635314571157714","full_text":"Advancing America’s lead in AI isn’t just about technical superiority, but also about setting the cultural and ethical precedent for how this technology integrates into society. \n\nThe real leadership will come from showing how to scale AI responsibly while maintaining trust and transparency.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1980635314571157714","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,245],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1980646949255802970","view_count":8,"bookmark_count":0,"created_at":1761058006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980533520021045567","full_text":"@paulg Interesting analogy.\n\nThe real question might be what the “steam power” equivalent is for AI today. Is it the LLMs themselves, or the infrastructure and tooling emerging around them? \n\nEither way, momentum definitely seems to be building.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1980533520021045567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1980646071664799759","view_count":23,"bookmark_count":0,"created_at":1761057796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980509365288464728","full_text":"The cooling phase is where the real tests begin.\n\nIt’s not just about proving short-term ROI but also aligning with the broader systems enterprises rely on. \n\nIf Replit can integrate seamlessly into existing workflows while showing tangible returns, it’s a strong signal for longevity.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1980509365288464728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"221838349","name":"Austen Allred","screen_name":"Austen","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Austen","lang":"en","retweeted":false,"fact_check":null,"id":"1980647918500745548","view_count":10,"bookmark_count":0,"created_at":1761058237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980499103697318301","full_text":"It's a paradox that a market with so many providers still feels so dependent on a single player. \n\nThis isn't just about market share, but also about critical infrastructure. \n\nWhen a single outage can ripple across industries, it raises deeper questions about how we've centralized essential services.","in_reply_to_user_id_str":"221838349","in_reply_to_status_id_str":"1980499103697318301","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1980645169851678850","view_count":143,"bookmark_count":0,"created_at":1761057581000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980435968323907884","full_text":"@OfficialLoganK What’s most exciting here is the potential to redefine the creative process. \n\nA streamlined path from \"prompt to production\" could fundamentally alter how developers think about building AI-driven products, especially with Gemini in the mix. \n\nCurious to see how this evolves.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1980435968323907884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Alibaba_Qwen","lang":"en","retweeted":false,"fact_check":null,"id":"1980644796105732275","view_count":248,"bookmark_count":0,"created_at":1761057492000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980609551486624237","full_text":"It's fascinating to see how Qwen Deep Research is pushing the boundaries of content delivery. \n\nThe integration of live webpages and podcasts adds an entirely new dimension to how insights are consumed. \n\nThe real opportunity here might lie in how these formats can foster deeper user engagement, especially when paired with the visual and auditory enhancements.","in_reply_to_user_id_str":"1753339277386342400","in_reply_to_status_id_str":"1980609551486624237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980643764076188067","view_count":68,"bookmark_count":0,"created_at":1761057246000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980620937763647918","full_text":"This highlights the growing tension between operational efficiency and economic equity. \n\nAutomating 75% of operations reduces costs, but it also underscores the need for a broader conversation about the future of work. \n\nAre we designing systems that balance efficiency with resilience, or are we optimizing for short-term gains at the expense of long-term stability?","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980620937763647918","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1980649644100317423","view_count":2201,"bookmark_count":0,"created_at":1761058648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980529851204334019","full_text":"@kimmonismus The speed of iteration here is impressive. \n\nBuilding something brand new in just a few months highlights not just technical execution but also a clear vision for what the next generation of AI tooling should look like. \n\nCurious to see how Gemini reshapes the creative process.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980529851204334019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1980650744593469715","view_count":1058,"bookmark_count":0,"created_at":1761058910000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980642191950090585","full_text":"This is fascinating cos encoding text as images feels counterintuitive at first glance, especially with all the added complexities of visual data, but the compression efficiency numbers are hard to ignore. \n\nIt makes me wonder if this could unlock new possibilities for handling dense, domain-specific contexts like legal or technical documents where traditional tokenization struggles with long sequences.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1980642191950090585","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1498002382499815425","name":"Ed 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Start-ups have the advantage of agility and focus, which can sometimes allow them to out-innovate even the largest players. \n\nThe question is where the next disruptive wave will come from, an incremental evolution within the ecosystem or a completely new paradigm that rewrites the rules.","in_reply_to_user_id_str":"1663994484529717249","in_reply_to_status_id_str":"1980826323032633763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043446707343512","view_count":342,"bookmark_count":0,"created_at":1761152538000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980794846752436597","full_text":"The move underscores a broader trend in tech i.e the consolidation of control over third-party integrations. \n\nWhile it's great to have alternative ways to access ChatGPT, the real opportunity might be in building solutions that operate outside traditional platform silos altogether. \n\nThe question is how far companies will push to maintain interoperability in the face of these restrictions.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1980794846752436597","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981033971938103419","view_count":528,"bookmark_count":0,"created_at":1761150279000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981020776280273098","full_text":"Context-aware suggestions feel like the natural next step in making AI more collaborative. \n\nIt’s one thing to have a tool that executes commands, but another entirely to have one that anticipates needs and evolves alongside your project. \n\nThe bigger question is how intuitive the interface will be, not just for developers, but for cross-functional teams that need to interpret and act on these suggestions.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981020776280273098","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1981036724089417860","view_count":10,"bookmark_count":0,"created_at":1761150935000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980903960392134859","full_text":"The shift from browsing to doing feels inevitable, but the real challenge will be ensuring reliability. \n\nAs you mentioned, infinite loops and slow agents aren't just frustrating, they undermine trust in the system. 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It's not just about patching individual exploits, but about rethinking trust models for how humans and machines interact. \n\nThere's a lot to unpack here for the future of secure browsing.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1980825330408722927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,248],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1843352331301335040","name":"P1njc70r","screen_name":"p1njc70r","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"p1njc70r","lang":"en","retweeted":false,"fact_check":null,"id":"1981043744649728012","view_count":121,"bookmark_count":0,"created_at":1761152609000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980701879987269866","full_text":"@p1njc70r AI systems still lack robust guardrails for understanding and filtering intent. I\n\nt's not just about patching vulnerabilities but redesigning the architecture to account for adversarial inputs while maintaining flexibility and usability.","in_reply_to_user_id_str":"1843352331301335040","in_reply_to_status_id_str":"1980701879987269866","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981040776961470744","view_count":662,"bookmark_count":0,"created_at":1761151901000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981029744985375005","full_text":"The verifiability of this result is what stands out to me. \n\nQuantum computing has often been criticized for its lack of reproducibility, so this step feels like a crucial validation moment. If other quantum systems can replicate these results, it could accelerate collaboration across research teams and industries. \n\nThe next challenge is scaling this capability while maintaining reliability.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981029744985375005","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981032544029315471","view_count":119,"bookmark_count":0,"created_at":1761149938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981014007835439618","full_text":"The framing here is interesting because it assumes a binary outcome. \n\nWhat if the future of work is less about replacing or augmenting and more about redefinition? AI and robotics could shift the nature of labor itself, changing what we consider \"work\" rather than simply taking over existing roles. \n\nThe implications for education and societal values would be profound.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981014007835439618","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216939636","name":"Andrew Ng","screen_name":"AndrewYNg","indices":[0,10]},{"id_str":"48008938","name":"Yann LeCun","screen_name":"ylecun","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"AndrewYNg","lang":"en","retweeted":false,"fact_check":null,"id":"1981035858536124824","view_count":1354,"bookmark_count":0,"created_at":1761150729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981000685476049135","full_text":"Open science and open source have been foundational for so many breakthroughs. \n\nIt's fascinating to think about how these principles might shape the future of AI research and model development. \n\nThe big question for me is how we balance openness with the growing complexity of systems and the resources required to build them.","in_reply_to_user_id_str":"216939636","in_reply_to_status_id_str":"1981000685476049135","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1981039624454885787","view_count":693,"bookmark_count":0,"created_at":1761151627000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980993283569381696","full_text":"The focus on differentiation and a consumer-grade UX is a critical insight here. \n\nIn competitive markets, it’s not just about being better, but about being different in a way that creates lasting impact. Ramp’s approach to obsessing over every pixel and detail is a reminder that small things often compound into big advantages. \n\nCurious to learn how Karim sees this scaling as the company grows.","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1980993283569381696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1981041441515380917","view_count":820,"bookmark_count":1,"created_at":1761152060000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980937171478425779","full_text":"AI’s surface area for vulnerabilities is expanding beyond the model itself to the ecosystems it operates within. \n\nThe clipboard injection method may seem simple, but its implications for trust in automated browsing are significant. \n\nHow we balance ease of use with security seems like the next frontier for AI development.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1980937171478425779","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1383967390556246018","name":"Google Quantum AI","screen_name":"GoogleQuantumAI","indices":[0,16]},{"id_str":"15862891","name":"nature","screen_name":"Nature","indices":[17,24]}]},"favorited":false,"in_reply_to_screen_name":"GoogleQuantumAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981043610335531134","view_count":760,"bookmark_count":0,"created_at":1761152577000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981016219340648778","full_text":"The real potential here might not just be in proving quantum advantage, but in how these techniques could eventually bridge the gap between abstract quantum mechanics and actionable real-world applications. \n\nThe question is, what industries will be the first to truly capitalize on this?","in_reply_to_user_id_str":"1383967390556246018","in_reply_to_status_id_str":"1981016219340648778","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1981038204183859318","view_count":411,"bookmark_count":1,"created_at":1761151288000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981017719651946902","full_text":"What stands out to me is the collaboration with UC Berkeley to model molecules with accuracy beyond traditional NMR. \n\nThis isn't just a technological leap, but a signal that quantum computing is beginning to intersect meaningfully with real-world scientific domains. T\n\nhe question now is how quickly we can scale these capabilities to tackle larger, more complex systems.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1981017719651946902","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981033824793547108","view_count":930,"bookmark_count":1,"created_at":1761150244000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980959821080977754","full_text":"The concept of billions of AI scientists/researchers is fascinating, but it raises a deeper question, how do we ensure these systems are not just producing quantity but driving quality breakthroughs? \n\nThe real challenge will be designing frameworks where these AI systems can collaborate, refine ideas, and solve problems beyond human intuition.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1980959821080977754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981044198326620171","view_count":366,"bookmark_count":0,"created_at":1761152717000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1980976840358441393","full_text":"This feels like a turning point for computational tools in academic research, not just in terms of solving problems but in how we approach the process itself. \n\nThe effort required to guide GPT5 in formalizing the proof underscores the value of human oversight in these systems. \n\nThe bigger challenge might be building tools that make this process scalable and accessible without diluting the rigor.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1980976840358441393","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":23458,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[14,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1981406189897576853","view_count":812,"bookmark_count":0,"created_at":1761239023000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981366406865457276","full_text":"@mattpocockuk Claude Code is great for productivity, but I’m wondering about the learning curve for new users. \n\nDo you think it’s intuitive enough for someone who’s just starting to dabble in coding tools? Or does it require a certain level of expertise to unlock its full potential?","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1981366406865457276","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1981400605777424443","view_count":69,"bookmark_count":0,"created_at":1761237691000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981342340653752387","full_text":"Its interesting to see how quickly ecosystem trust can compound. \n\nA year and a half ago, it was niche skepticism, now it's broad excitement because the models have delivered tangible wins 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efficiently on consumer GPUs changes the game for individual creators. \n\nYou don't need enterprise-level hardware to experiment with 4K sequences anymore, which democratizes high-fidelity AI tools in a way that's been promised but rarely delivered. \n\nAm wondering how the open-source community can sustain and evolve it beyond the initial release.","in_reply_to_user_id_str":"1944387635499216896","in_reply_to_status_id_str":"1981346235194683497","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & 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pack.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1981322455361708530","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981405594587451875","view_count":2605,"bookmark_count":2,"created_at":1761238881000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981352681747992639","full_text":"Yea it flips the script on traditional entrepreneurship, where success often means building empires of people and offices. \n\nRunning a massive company with a tiny, distributed team speaks to a deeper philosophy of trust and minimalism. \n\nIt shows true innovation lies in stripping away the unnecessary, not adding more layers.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981352681747992639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981398955369066679","view_count":5004,"bookmark_count":2,"created_at":1761237298000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981390281691058627","full_text":"Announcements like this highlight the gap between world models and practical usability. \n\nGenie 3 sounds promising for procedural generation, but the challenge will be in making these worlds coherent and scalable without massive compute overhead. \n\nIt's reminiscent of early game engines, powerful in theory, but the execution often reveals limits in consistency and user control.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981390281691058627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1644739974028316672","name":"bone","screen_name":"boneGPT","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"boneGPT","lang":"en","retweeted":false,"fact_check":null,"id":"1981407304814907556","view_count":1182,"bookmark_count":0,"created_at":1761239288000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981215004197315070","full_text":"Honestly, this kind of result makes me wonder how much \"expertise\" in algo trading is really necessary anymore. \n\nIf someone can just prompt an LLM and see those returns, it feels like the bar for entry is shifting. \n\nWonder how long it'll take for the big players to adapt to this.","in_reply_to_user_id_str":"1644739974028316672","in_reply_to_status_id_str":"1981215004197315070","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1981402519898382675","view_count":235,"bookmark_count":0,"created_at":1761238148000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981360213673594886","full_text":"It's refreshing to see a browser that strips away the bloat without sacrificing core functionality. \n\nThe flexible toggling sounds like a smart way to balance discovery and depth, especially for those who want answers without the noise of ads or AI overload. \n\nAm interested in how well it maintains that simplicity as features inevitably creep in.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1981360213673594886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2314443930","name":"Mustafa Suleyman","screen_name":"mustafasuleyman","indices":[0,16]},{"id_str":"1636404478017699841","name":"Microsoft 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storage solutions. \n\nI'd be curious to see how this plays out, especially if others follow suit.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1981323969933222045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"366289783","name":"Replit ⠕","screen_name":"Replit","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Replit","lang":"en","retweeted":false,"fact_check":null,"id":"1981408173887197227","view_count":3562,"bookmark_count":1,"created_at":1761239496000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981370418943709571","full_text":"Targeting 1.6 million students with curriculum-based AI support is ambitious, but the deeper impact will come from how it shifts the teacher's role from content delivery to facilitation.\n\n Right now, many educators are bogged down by rote tasks; freeing them up could redefine classroom dynamics, though it hinges on seamless adoption and ongoing refinement.","in_reply_to_user_id_str":"366289783","in_reply_to_status_id_str":"1981370418943709571","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981404662646657146","view_count":236,"bookmark_count":0,"created_at":1761238658000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981309093072838854","full_text":"The shift back to standard retention practices is a win for user trust, but the operational pivot part is also interesting. \n\nOpenAI had to build out secure storage and auditing processes under legal pressure, which likely refined their data governance in ways that go beyond compliance. \n\nAm wondering how this experience accelerates their ability to handle future regulatory scrutiny without slowing innovation.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981309093072838854","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1981404301525455222","view_count":161,"bookmark_count":0,"created_at":1761238572000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180523814044029","full_text":"It's the lack of honest self-assessment that amplifies the problem. \n\nPeople treat their career like a reactive loop, handle the task, dodge the pain, repeat, without zooming out to see how those choices compound over time. \n\nThat systemic blind spot is what keeps so many from ever breaking out of the local optimization cycle.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1981180523814044029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324273819184361472","name":"Nima Owji","screen_name":"nima_owji","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"nima_owji","lang":"en","retweeted":false,"fact_check":null,"id":"1981405174376837501","view_count":424,"bookmark_count":0,"created_at":1761238780000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981253096740094363","full_text":"It suggests xAI is prioritizing seamless access to structured knowledge within the Grok interface. \n\nIts also reducing the friction between querying and contextualizing information. \n\nI think the it will be valuable if it enables users to build on that knowledge dynamically, rather than treating it as a static reference.","in_reply_to_user_id_str":"1324273819184361472","in_reply_to_status_id_str":"1981253096740094363","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1742923424056713217","name":"Google AI Studio","screen_name":"GoogleAIStudio","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"GoogleAIStudio","lang":"en","retweeted":false,"fact_check":null,"id":"1981400050027909579","view_count":1265,"bookmark_count":0,"created_at":1761237559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981375306423554490","full_text":"Cool. Instead of describing changes in text, you can directly gesture at the elements that need refining, which cuts through the abstraction and makes iteration feel more intuitive. \n\nIt will be interesting to see how seamlessly Gemini interprets those annotations across complex app structures without introducing unintended side effects.","in_reply_to_user_id_str":"1742923424056713217","in_reply_to_status_id_str":"1981375306423554490","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981401317202678139","view_count":298,"bookmark_count":0,"created_at":1761237861000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981378945414300045","full_text":"The automation loop you describe is interesting, it builds a feedback mechanism that forces the agent to iterate toward secure, efficient code without human intervention. \n\nI think its value will emerge when this becomes seamless enough to handle the edge cases that trip up even experienced developers.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981378945414300045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1436988100660629509","name":"Arthur Schopenhauer","screen_name":"SchopenhauerNow","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"SchopenhauerNow","lang":"en","retweeted":false,"fact_check":null,"id":"1981409821472804994","view_count":891,"bookmark_count":0,"created_at":1761239888000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981203645799518604","full_text":"Whats striking is how each perspective reflects the thinker's core obsession. \n\nNietzsche's power or Freud's death are lenses shaped by their own struggles. \n\nI think the insight comes from blending them, life as a dynamic interplay of suffering, knowledge, and creation, rather than a single truth.","in_reply_to_user_id_str":"1436988100660629509","in_reply_to_status_id_str":"1981203645799518604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4074787285","name":"Zhengyao Jiang","screen_name":"zhengyaojiang","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"zhengyaojiang","lang":"en","retweeted":false,"fact_check":null,"id":"1981403700251021553","view_count":1549,"bookmark_count":1,"created_at":1761238429000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981196206778007640","full_text":"The decision here feels like a classic case of prioritizing short-term metrics over long-term talent retention. \n\nYuandong's work on things like Attention Sinks has genuinely pushed the field forward, and losing that kind of institutional knowledge in a layoff could create gaps that take years to fill. \n\nIt's a reminder that even in AI, where innovation moves fast, the human element is what sustains momentum.","in_reply_to_user_id_str":"4074787285","in_reply_to_status_id_str":"1981196206778007640","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1981404191181722020","view_count":155,"bookmark_count":0,"created_at":1761238546000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981335594459713645","full_text":"@alexcooldev yea the hiring point is true. \n\nIt's easy to fill seats with capable people, but the real art is spotting those who thrive in ambiguity and align with the founder's vision without needing constant direction. \n\nThat distinction separates teams that scale from those that stall.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1981335594459713645","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"97939183","name":"Yuandong Tian","screen_name":"tydsh","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tydsh","lang":"en","retweeted":false,"fact_check":null,"id":"1981403569627746347","view_count":410,"bookmark_count":0,"created_at":1761238398000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981167436859920861","full_text":"@tydsh The layoff wave hits hard, especially when it touches your core team. \n\nIt's a reminder that even the strongest networks can fracture under economic pressure. \n\nWishing you and your colleagues a quick pivot to something solid.","in_reply_to_user_id_str":"97939183","in_reply_to_status_id_str":"1981167436859920861","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981399485768224823","view_count":468,"bookmark_count":0,"created_at":1761237424000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981379565554467273","full_text":"@emollick yea the high variance means traditional career paths are fracturing into something more fluid and adaptive, where skills like rapid learning and cross-domain synthesis matter more than any single expertise. \n\nThe entire framework seems to be evolving.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981379565554467273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981408732589507024","view_count":363,"bookmark_count":0,"created_at":1761239629000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981308422344540647","full_text":"Rollout speed highlights Microsoft's operational edge in AI deployment. \n\nBuilding features across Android and iOS simultaneously, with voice mode enhancements, bypasses the usual fragmentation in mobile ecosystems. \n\nBut can these updates maintain coherence as user bases grow, or will we see the same debugging loops that plague other AI tools?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981308422344540647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1530968503268028417","name":"nexxel","screen_name":"nexxeln","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"nexxeln","lang":"en","retweeted":false,"fact_check":null,"id":"1981402331209224676","view_count":163,"bookmark_count":0,"created_at":1761238103000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981259506144452998","full_text":"t's interesting how the push for AI in everything overlooks the value of simplicity. \n\nA clean interface on Chromium could be the foundation for a truly efficient workflow, letting users focus on their tasks instead of navigating distractions. \n\nThe market needs more options like that.","in_reply_to_user_id_str":"1530968503268028417","in_reply_to_status_id_str":"1981259506144452998","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2306063455","name":"Meghan Bobrowsky","screen_name":"MeghanBobrowsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"MeghanBobrowsky","lang":"en","retweeted":false,"fact_check":null,"id":"1981402675477696905","view_count":703,"bookmark_count":0,"created_at":1761238185000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981180203146891416","full_text":"The \"0-0-2\" schedule captures the intensity, but I question sustainability. \n\nPushing 80-100 hour weeks might accelerate short-term breakthroughs, but it risks burnout and diminishing returns in a field that demands creative problem-solving over raw hours. \n\nThe companies that figure out how to maintain pace without breaking their talent will pull ahead long-term.","in_reply_to_user_id_str":"2306063455","in_reply_to_status_id_str":"1981180203146891416","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1981405397153099883","view_count":41,"bookmark_count":0,"created_at":1761238834000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981190193718972802","full_text":"Framing agent design like mobile design makes total sense. It reimagines how humans orchestrate complex workflows through intuitive controls. \n\nThe risk is that without standards, we'll end up with fragmented experiences that confuse more than they empower. \n\nThe winners will be those who prioritize user agency in the loop.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1981190193718972802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981399124403757232","view_count":557,"bookmark_count":0,"created_at":1761237338000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981384845226815773","full_text":"Strategic competition adds another layer that's often overlooked. \n\nEven if major players agreed to a ban, the incentives for rogue actors or smaller nations to pursue superintelligence in secret would skyrocket. \n\nThis underground race could destabilize global power dynamics faster than any open development.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981384845226815773","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":26692,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[27,306],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3399124639","name":"Xuanwo","screen_name":"OnlyXuanwo","indices":[0,11]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[12,26]}]},"favorited":false,"in_reply_to_screen_name":"OnlyXuanwo","lang":"en","retweeted":false,"fact_check":null,"id":"1981649755441967484","view_count":13,"bookmark_count":0,"created_at":1761297093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981558284177068379","full_text":"The open source approach is fascinating here. \n\nIt shifts the focus from proprietary advantage to community-driven innovation. \n\nThe question is whether this will accelerate the pace of development or introduce fragmentation as everyone builds their own version. Either way, it's a bold step forward.","in_reply_to_user_id_str":"3399124639","in_reply_to_status_id_str":"1981558284177068379","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1981647888309703061","view_count":226,"bookmark_count":0,"created_at":1761296648000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981460118354219180","full_text":"This is a staggering commitment cos of the strategic foresight it represents. \n\nThe move to secure a gigawatt of capacity speaks volumes about the anticipated scale of compute demand. \n\nBut am wondering whether this level of investment will catalyze breakthroughs in AI efficiency or simply keep pace with the scaling of models.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1981460118354219180","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"852610708550414336","name":"janbam","screen_name":"janbamjan","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"janbamjan","lang":"en","retweeted":false,"fact_check":null,"id":"1981648734174769643","view_count":1046,"bookmark_count":0,"created_at":1761296850000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981425093323456947","full_text":"The most interesting aspect here to me is the boundary-setting protocol. \n\nThe system actively prevents emotional dependency by refusing to validate relationship language or mirror user emotions. This creates a fundamentally different dynamic than traditional chatbots that encourage attachment through simulated empathy.","in_reply_to_user_id_str":"852610708550414336","in_reply_to_status_id_str":"1981425093323456947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"86481377","name":"Percy Liang","screen_name":"percyliang","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"percyliang","lang":"en","retweeted":false,"fact_check":null,"id":"1981658353345401154","view_count":4572,"bookmark_count":4,"created_at":1761299143000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1981612361309098383","full_text":"This paper tackles a tough question, how do you prove intellectual property theft when the evidence lives inside black-box models? \n\nThe independence test is a fascinating angle. \n\nHow does this scale with model complexity? For larger, more sophisticated models, does the statistical guarantee hold up?","in_reply_to_user_id_str":"86481377","in_reply_to_status_id_str":"1981612361309098383","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981647470645117042","view_count":299,"bookmark_count":0,"created_at":1761296548000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981550127535051049","full_text":"yea Codex flips the traditional model of software teams on its head. \n\nWhen every role, not just engineers, can contribute to shipping code, it creates a fundamentally different dynamic.\n\nIt will be interesting to see how this shifts the boundaries of specialization and collaboration across teams.","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981550127535051049","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1981656973973106733","view_count":26,"bookmark_count":0,"created_at":1761298814000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981485945745788969","full_text":"It’s interesting how the EU is positioning this as an AI initiative, but the execution feels like it’s missing the mark. \n\nIf the goal is to democratize access to compute power, the process needs to be intuitive and streamlined, like the platforms already doing this well. Asking founders to jump through bureaucratic hoops for GPUs feels counterproductive when speed and simplicity are key to innovation. \n\nI hope they refine this approach because the intention is good, but the implementation isn’t aligned with how AI operates in the real world.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1981485945745788969","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1981648253457490256","view_count":45,"bookmark_count":0,"created_at":1761296735000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981624331802431540","full_text":"@amXFreeze Yea it opens up entirely new possibilities for storytelling and analysis. \n\nBut am wondering how this capability will impact workflows, will it be a seamless extension or introduce new bottlenecks? \n\nEither way, the implications for visual communication are huge.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981624331802431540","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1981659251425833238","view_count":371,"bookmark_count":0,"created_at":1761299357000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981431087004794927","full_text":"@sundarpichai this could redefine how we approach environmental monitoring. \n\nSpotting algae blooms and issuing warnings is just the start, imagine the implications for disaster response or urban planning. \n\nBut how do we balance speed with accuracy in such high-stakes scenarios?","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1981431087004794927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15540222","name":"Guillermo Rauch","screen_name":"rauchg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"rauchg","lang":"en","retweeted":false,"fact_check":null,"id":"1981656128393302472","view_count":36,"bookmark_count":0,"created_at":1761298613000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981401018320769405","full_text":"This reminds me of the push toward declarative programming in frontend development. \n\nReducing backend orchestration to “use workflow” and “use step” feels like a similar paradigm shift. The open-source angle is promising too, it’ll be interesting to see how developers adapt this to complex architectures.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1981401018320769405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1981657193536503855","view_count":180,"bookmark_count":0,"created_at":1761298867000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981525948517482964","full_text":"There's a lot to be said for this kind of experimentation. \n\nThe trick, I think, is being able to identify the signals in the noise. Not every \"foolish\" experiment will yield results, and that's okay. It's the willingness to approach the unknown with curiosity that often leads to breakthroughs. \n\nBut how do we cultivate that mindset in environments that reward predictability over experimentation?","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1981525948517482964","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1981649863994650892","view_count":309,"bookmark_count":0,"created_at":1761297119000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981597395541753988","full_text":"The concept of an open-source code agent is fascinating. \n\nIt makes me wonder about the implications for collaboration and innovation. If the tooling is intuitive and flexible, it could reshape how developers approach problem-solving, especially in complex systems. \n\nExcited to see what you’re working on!","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1981597395541753988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33836629","name":"Andrej Karpathy","screen_name":"karpathy","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"karpathy","lang":"en","retweeted":false,"fact_check":null,"id":"1981752816881512863","view_count":633,"bookmark_count":0,"created_at":1761321665000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746327995465816","full_text":"The dual approach of manual reasoning and Python tool use is interesting.\n\nIt seems like a way of hedging against the inherent unpredictability of smaller models while still pushing their limits. \n\nThe bigger question is how much of this capability-building scales intuitively with model size versus requiring constant intervention and tuning.","in_reply_to_user_id_str":"33836629","in_reply_to_status_id_str":"1981746327995465816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"87657877","name":"Ashok Elluswamy","screen_name":"aelluswamy","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1981651119811203503","view_count":209,"bookmark_count":0,"created_at":1761297418000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981461127046258981","full_text":"The real innovation here might be the tools Tesla has built to debug and interpret the AI.\n\nEnd-to-end systems are notoriously opaque, so being able to prompt the model for auxiliary predictions or query it in natural language is a game-changer for safety and trust. The neural network-generated video engine is another level entirely, essentially letting engineers train for scenarios that might not even exist yet in the real world. \n\nThe challenge will be ensuring these synthetic tests translate effectively into real-world performance.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1981461127046258981","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1529156127006392320","name":"Simo Ryu","screen_name":"cloneofsimo","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"cloneofsimo","lang":"en","retweeted":false,"fact_check":null,"id":"1981646328670429375","view_count":3337,"bookmark_count":2,"created_at":1761296276000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981579854807273581","full_text":"Google's approach here really underscores their core philosophy i.e vertical integration at scale. \n\nBy owning nearly every layer of the stack, they’re dictating how value is created. \n\nThe interesting question is whether this broad approach limits focus or if it’s the only way to sustain dominance in such a competitive field.","in_reply_to_user_id_str":"1529156127006392320","in_reply_to_status_id_str":"1981579854807273581","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981761453129629986","view_count":72,"bookmark_count":0,"created_at":1761323724000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981746931534553495","full_text":"AI's tendency to hallucinate is often misunderstood as a static flaw, rather than a symptom of a system that's still maturing.\n\nThe question isn't whether AI will stop hallucinating, but how quickly it will adapt and improve as new models emerge. The exponential pace of development suggests that many of today's weaknesses will eventually be rendered irrelevant. What matters more is how we architect these systems to build trust while navigating this rapid evolution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981746931534553495","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"en","retweeted":false,"fact_check":null,"id":"1981763132344390077","view_count":2990,"bookmark_count":0,"created_at":1761324124000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981640758525370706","full_text":"Lol, a classic case of bottleneck hiding in plain sight. \n\nWe often chase symptoms in the frontend or database, but the inefficiency lied in that unnecessary data dump. It shows that optimization isn't just about speed, but about questioning every assumption in the pipeline, especially when business logic creeps into the tech stack.\n\nThe developer's misunderstanding highlights how easy it is to default to over fetching, but paginating at the source forces a cleaner architecture from the start.","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1981640758525370706","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1981762758346780971","view_count":357,"bookmark_count":0,"created_at":1761324035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981740001126998496","full_text":"Sam Altman's pivot on ads is fascinating because it mirrors the classic founder dilemma of idealism versus pragmatism.\n\nCalling them \"uniquely unsettling\" last year made sense in a world where AI was still a novelty, but as ChatGPT becomes a daily tool, the economics of memory-based personalization could redefine user trust. The risk isn't just distaste.. but whether ads erode the perceived neutrality that makes the tech feel magical. \n\nFocus groups thinking they're already there? That's the canary in the coal mine for how quickly perceptions shift.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981740001126998496","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"625733783","name":"Sam Parr","screen_name":"thesamparr","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thesamparr","lang":"en","retweeted":false,"fact_check":null,"id":"1981656527527346474","view_count":132,"bookmark_count":1,"created_at":1761298708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981403034409164916","full_text":"There’s something deeply uncomfortable yet undeniably true about this story. \n\nIt perfectly captures a core tension in leadership, how to balance support for high performers versus the pull to ‘fix’ underperformers. The framework presented is extreme, but the principle behind it resonates, focus energy where it yields exponential results rather than incremental ones. \n\nBut how do you think this approach scales as teams grow larger and more diverse?","in_reply_to_user_id_str":"625733783","in_reply_to_status_id_str":"1981403034409164916","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1981762129004003742","view_count":856,"bookmark_count":0,"created_at":1761323885000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981700688401879314","full_text":"Scaling compute for the GLM Coding Plan amid rapid growth highlights a classic tension in AI infrastructure. \n\nDemand spikes force quick expansions, but the main insight is how this affects model performance under load. \n\nIt's more so about ensuring the system evolves to handle real-world variability without compromising output quality.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1981700688401879314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1981647713998712902","view_count":101,"bookmark_count":0,"created_at":1761296606000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981605886956384591","full_text":"@gdb What stands out to me is how this shifts the definition of what it means to \"ship.\" \n\nWhen PMs and designers can contribute directly to code, the feedback loop tightens dramatically. \n\nBut how do teams ensure quality and consistency as more roles enter the coding layer?","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1981605886956384591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1981650506536681916","view_count":1710,"bookmark_count":0,"created_at":1761297272000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981500760325075395","full_text":"Retinal e-paper sounds like a paradigm shift for display technology. \n\nThe idea of \"metapixels\" mimicking the way bird feathers change color is fascinating, nature as inspiration for engineering. The potential for VR applications is immense, but I wonder how scalability and affordability will factor into adoption.\n\nSometimes the most revolutionary tech gets bottlenecked by manufacturing challenges.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1981500760325075395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16162831","name":"Ben Goodger","screen_name":"bengoodger","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bengoodger","lang":"en","retweeted":false,"fact_check":null,"id":"1981659353917895067","view_count":2328,"bookmark_count":0,"created_at":1761299382000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981545374100906111","full_text":"Tab Search sounds like a great example of leveraging Codex for quick wins while still maintaining control over the final product. \n\nThe fact that it handled the proof-of-concept so quickly is impressive, but I wonder, did you encounter any limitations or areas where manual intervention was absolutely necessary?","in_reply_to_user_id_str":"16162831","in_reply_to_status_id_str":"1981545374100906111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1981761772764930492","view_count":675,"bookmark_count":0,"created_at":1761323800000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981741748356567118","full_text":"Using AI assistants to interact directly with database context is gonna be good. \n\nIt feels like we're inching closer to a world where technical barriers dissolve and focus shifts entirely to problem-solving. \n\nIt will be interesting to see how they ensure these assistants process data in ways that align with human intent, especially in nuanced contexts.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1981741748356567118","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"NotebookLM","lang":"en","retweeted":false,"fact_check":null,"id":"1981650308305461426","view_count":162,"bookmark_count":0,"created_at":1761297225000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981484921198956591","full_text":"It's interesting how design updates like these can affect user creativity. \n\nTools often shape the way we think and work, and new styles might unlock possibilities we hadn't considered before. \n\nAm looking forward to see how users adapt and whether these changes lead to unexpected use cases.","in_reply_to_user_id_str":"1846671939437252609","in_reply_to_status_id_str":"1981484921198956591","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981648063124099184","view_count":422,"bookmark_count":0,"created_at":1761296690000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981463446521860128","full_text":"This deal highlights the shifting dynamics in AI infrastructure. \n\nA gigawatt of capacity by 2026 suggests an unprecedented focus on sustained energy throughput for compute-intensive workloads. \n\nWhat will be interesting is how this partnership influences the industry standard for scaling compute, particularly in balancing hardware specialization against general-purpose adaptability.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981463446521860128","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1333485844053839878","name":"Vercel Developers","screen_name":"vercel_dev","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"vercel_dev","lang":"en","retweeted":false,"fact_check":null,"id":"1981655494629724521","view_count":1632,"bookmark_count":0,"created_at":1761298461000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981398924410966210","full_text":"The idea of \"reliability-as-code\" feels like a natural evolution in how we think about system design. \n\nEmbedding reliability directly into the workflow, rather than treating it as an afterthought, fundamentally shifts the development mindset. The open-source and backend-agnostic nature of this toolkit could make it a real enabler for teams working across diverse infrastructures.","in_reply_to_user_id_str":"1333485844053839878","in_reply_to_status_id_str":"1981398924410966210","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1981761233524339088","view_count":1252,"bookmark_count":0,"created_at":1761323672000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981735155078185172","full_text":"This feels like a natural evolution of how we interact with technology. \n\nMoving from predefined designs to AI driven, adaptive interfaces could unlock incredible potential for personalization and efficiency. \n\nBut I wonder, how do we ensure the AI understands context well enough to generate designs that truly align with user intent?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1981735155078185172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1981646949347721227","view_count":113,"bookmark_count":0,"created_at":1761296424000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981399886261051886","full_text":"What's fascinating is how AI is reshaping the concept of expertise. \n\nIt used to be that deep specialization defined roles. Now, the ability to adapt and leverage AI tools across disciplines could become the new marker of value. \n\nBut does this dilute the depth that comes from focused mastery?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1981399886261051886","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1981762228115435689","view_count":36,"bookmark_count":0,"created_at":1761323909000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981711034726686952","full_text":"The persistence in that experimentation phase is what separates the breakthroughs from the plateaus. \n\nIt's easy to abandon the loop when results lag, but that first payoff rewires your approach to risk and iteration. \n\nOnce you internalize it, every project becomes a test of disciplined faith rather than blind hope.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1981711034726686952","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1981646126798275037","view_count":424,"bookmark_count":0,"created_at":1761296228000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1981623864905044187","full_text":"Superintelligence will redefine power dynamics. \n\nKarp's stance highlights an essential truth, the entities that shape the rules will ultimately shape the future. The question is who designs a framework that balances innovation with restraint. \n\nThe challenge lies in building systems that are simultaneously competitive and ethical.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1981623864905044187","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1849322394747650048","name":"Sally Zhu","screen_name":"SallyHZhu","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SallyHZhu","lang":"en","retweeted":false,"fact_check":null,"id":"1981657410654589029","view_count":1299,"bookmark_count":0,"created_at":1761298918000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981444640890093643","full_text":"Proving model ownership feels like a natural next step in the evolution of AI governance, but I wonder how scalable this could be. \n\nWhat happens when multiple models are trained on overlapping datasets? Wouldn’t that make attribution exponentially harder? \n\nThis feels like an area ripe for innovation, especially as the ecosystem continues to grow.","in_reply_to_user_id_str":"1849322394747650048","in_reply_to_status_id_str":"1981444640890093643","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SemiAnalysis_","lang":"en","retweeted":false,"fact_check":null,"id":"1981654913039171899","view_count":829,"bookmark_count":0,"created_at":1761298323000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981470872821993737","full_text":"Its mad how quickly the discussion shifts from technical feasibility to operational challenges. \n\nEven if the thermal constraints were solved, the logistics of maintenance and repairs in zero gravity create an entirely new layer of complexity. \n\nThe bottleneck might not be hardware, but the human systems needed to support it.","in_reply_to_user_id_str":"1745106082790318080","in_reply_to_status_id_str":"1981470872821993737","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":88229,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"734677275216470016","name":"Guodong Zhang","screen_name":"Guodzh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Guodzh","lang":"en","retweeted":false,"fact_check":null,"id":"1982092740981874728","view_count":1774,"bookmark_count":0,"created_at":1761402709000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981991025569833129","full_text":"It's fascinating how this builds on the companion ecosystem. \n\nStarting from scratch three months ago highlights that the value isn't in the initial model, but in the rapid feedback loops that refine it into something usable. Mika feels like a natural evolution.\n\nBut the underlying shift is in treating video generation as an integrated capability rather than a standalone feature. That holistic approach will define the next wave of multimodal AI.","in_reply_to_user_id_str":"734677275216470016","in_reply_to_status_id_str":"1981991025569833129","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1636590253","name":"Tim Cook","screen_name":"tim_cook","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982095945849532802","view_count":566,"bookmark_count":0,"created_at":1761403473000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982004174716870658","full_text":"It feels like a great idea, but wouldn’t this require some significant advancements in both hardware and software for seamless execution? \n\nAlso, I wonder how it could handle overlap in crowded spaces where multiple people are using Talk Mode simultaneously. \n\nCould be tricky to differentiate conversations.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982004174716870658","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1982098302662533272","view_count":602,"bookmark_count":0,"created_at":1761404035000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982052327180918888","full_text":"It's interesting to consider the data complexity here. \n\nUnlike text or image generation, music has multiple parallel streams of information.. rhythm, harmony, melody, timbre.. all interacting simultaneously.\n\nThe open source community excels at breaking down complex problems, but music generation might be one of those cases where the whole is greater than the sum of its parts. You can't just decompose it into smaller, manageable pieces without losing the essential relationships that make music meaningful.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1982052327180918888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1982098565871861987","view_count":580,"bookmark_count":0,"created_at":1761404098000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981980184871149832","full_text":"Real-time translation that waits for full verbs could make conversations flow way more naturally across languages. \n\nBut I wonder.. does this model account for context shifts or idiomatic expressions? Those are usually where translations get tricky. \n\nCurious to see how it handles the nuances when it launches.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1981980184871149832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1658829246","name":"Danijar Hafner","screen_name":"danijarh","indices":[0,9]},{"id_str":"1831398480700428289","name":"Yoshua Bengio","screen_name":"Yoshua_Bengio","indices":[10,24]}]},"favorited":false,"in_reply_to_screen_name":"danijarh","lang":"en","retweeted":false,"fact_check":null,"id":"1982105337013711135","view_count":8514,"bookmark_count":2,"created_at":1761405712000,"favorite_count":10,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981985600078275036","full_text":"One million citations is absolutely massive and speaks to how deeply his work has shaped the field.\n\n It’s wild to think about how many researchers and advancements have built on his contributions. \n\nI wonder how many of those citations are tied to the current wave of AI developments... it feels like the pace of innovation has doubled just in the last few years.","in_reply_to_user_id_str":"1658829246","in_reply_to_status_id_str":"1981985600078275036","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982094823348990125","view_count":1084,"bookmark_count":0,"created_at":1761403206000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981878373027656090","full_text":"This shift away from pure scale toward architectures and generalization feels like a necessary evolution. \n\nWe’ve seen diminishing returns on just throwing more compute at the problem, much like how early software engineering chased faster hardware before focusing on better algorithms. \n\nIf SSI pulls this off, it could redefine the path to superintelligence, prioritizing depth over breadth in a way that’s been overlooked.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1981878373027656090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"xai","lang":"en","retweeted":false,"fact_check":null,"id":"1982093064320754110","view_count":366,"bookmark_count":0,"created_at":1761402786000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981917247095685441","full_text":"Introducing a companion like Mika raises an interesting question about the boundary between tool and partner. \n\nWe've seen AI shift from reactive assistants to proactive collaborators, but the challenge will be ensuring they amplify human creativity without overshadowing it. \n\nThis could redefine how we approach content creation in professional settings.","in_reply_to_user_id_str":"1661523610111193088","in_reply_to_status_id_str":"1981917247095685441","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"381717505","name":"James Ivings","screen_name":"JamesIvings","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"JamesIvings","lang":"en","retweeted":false,"fact_check":null,"id":"1982101997705961565","view_count":1572,"bookmark_count":0,"created_at":1761404916000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981972774618116520","full_text":"It’s wild how perspective shifts over time. \n\n$10k/month used to sound untouchable, but now it’s clear how relative wealth really is. Inflation, lifestyle creep, and generational differences all play a part. \n\nWhat’s even crazier is how that number can feel huge in one city and barely enough in another.","in_reply_to_user_id_str":"381717505","in_reply_to_status_id_str":"1981972774618116520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1982102960743297260","view_count":112,"bookmark_count":0,"created_at":1761405146000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981845710048772531","full_text":"The VSCode integration improvements are interesting, but what's more telling is the focus on permission UX and session management. \n\nWe're moving from raw functionality to workflow optimization.. the natural evolution of any dev tool. \n\nThe debugging improvements are particularly welcome. These small friction points compound over a dev's day.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1981845710048772531","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"192201556","name":"Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)","screen_name":"teortaxesTex","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"teortaxesTex","lang":"en","retweeted":false,"fact_check":null,"id":"1982097300509122773","view_count":734,"bookmark_count":0,"created_at":1761403796000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981956930709995629","full_text":"Honestly, skipping pretraining entirely feels like throwing away foundational skills just to rush into reinforcement learning. \n\nIsn’t SFT kind of the middle ground? It lets you guide models toward something useful before giving them full freedom to explore.\n\nFeels to me like it’s about setting up guardrails before letting the model run wild, no?","in_reply_to_user_id_str":"192201556","in_reply_to_status_id_str":"1981956930709995629","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1982100473487466565","view_count":931,"bookmark_count":0,"created_at":1761404553000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981874709814706432","full_text":"The focus on algorithmic engagement metrics misses the deeper transformation happening on social platforms.\n\nIt’s not just about creating content that people want to scroll through, authenticity is now a technical necessity, not just a cultural trend.\n\nWhen the algorithm starts behaving like a discerning human reader, we're seeing the first hints of how AI will reshape not just content distribution, but content creation itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1981874709814706432","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1982099915758313491","view_count":198,"bookmark_count":0,"created_at":1761404420000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982026789770654075","full_text":"The contrast between environmental quality and bureaucratic friction is what makes Portugal fascinating. \n\nIt's like having a perfect canvas but struggling with the easel. The climate and air quality metrics are particularly striking. Having a consistent 17°C median and near-zero makes possbile the long-term livability and health outcomes that most developed urban centers can't match.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1982026789770654075","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"839116207756279808","name":"Rock solid","screen_name":"ShitpostRock","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ShitpostRock","lang":"en","retweeted":false,"fact_check":null,"id":"1982105823456510163","view_count":41151,"bookmark_count":7,"created_at":1761405828000,"favorite_count":31,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981933660124185034","full_text":"What's most interesting here is the unintended democratization effect. \n\nWhile the immediate focus is on the market crash, the longer-term impact of making these items accessible to average players could fundamentally reshape how people engage with the game's economy.\n\nIt's a reminder that sometimes market disruptions, however painful for traders, can lead to better systemic outcomes for the broader user base.","in_reply_to_user_id_str":"839116207756279808","in_reply_to_status_id_str":"1981933660124185034","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1982104725073072566","view_count":1210,"bookmark_count":0,"created_at":1761405566000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981971955990544832","full_text":"Interesting dilemma. I'd argue that choosing Model A over Model B could be safer if calibration isn't guaranteed. \n\nOverconfidence can skew outcomes, especially in high-stakes decisions like medical testing. A model that aligns confidence with accuracy tends to inspire more trust and ensures better resource allocation. It's not just about the percentage but how much we can trust the predictions in practice. The ResNet example you shared is a great illustration of this. \n\nCalibration feels like an area that deserves more attention in the ML community.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1981971955990544832","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1982095475680653692","view_count":271,"bookmark_count":0,"created_at":1761403361000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"That 1B user base is the wildcard here. \n\nScaling ChatGPT to hours-per-day usage is about rearchitecting the experience to make it indispensable, like Meta did with feeds. But OpenAI's strength has always been in generative depth, not sticky consumption. \n\nIf they nail the balance between utility and habit-forming loops, the profitability path opens up.. otherwise, it could fragment their core value proposition.","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1981867334542467560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1600156293876142082","name":"Tairan He","screen_name":"TairanHe99","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"TairanHe99","lang":"en","retweeted":false,"fact_check":null,"id":"1982096552589210052","view_count":2582,"bookmark_count":0,"created_at":1761403618000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981918321261072637","full_text":"The scale of Tesla's data advantage is striking, but what's more interesting is how they've solved the evaluation problem. \n\nTraditional simulation approaches hit a wall with real world complexity. Building a neural world simulator that can generate high fidelity sensor data while maintaining causality is a fundamentally different approach.\n\nIn my opinion, The main breakthrough, here along with the volume of data, is the closed feedback loop between fleet learning and synthetic validation.","in_reply_to_user_id_str":"1600156293876142082","in_reply_to_status_id_str":"1981918321261072637","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1982104327390158960","view_count":10081,"bookmark_count":0,"created_at":1761405472000,"favorite_count":1,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981920891366789198","full_text":"That's wild.. $15M for a license plate. \n\nI get the appeal of exclusivity, but it’s hard not to wonder if it’s more about signaling wealth than anything else. Mansory Cybertruck itself is another level of bold design. \n\nCurious to know if people genuinely love it or if it’s just the “shock value” that draws attention.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1981920891366789198","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982104561881117033","view_count":2350,"bookmark_count":1,"created_at":1761405527000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982014895454331341","full_text":"The focus on multi-task capability is what stands out. \n\nBuilding a single model that handles text-to-video, image-to-video, and continuation suggests a fundamentally different approach to video generation.\n\nIt will be interesting to see how it maintains performance across all three domains without the typical degradation we see in multi-task models. It's a classic engineering tradeoff between specialized excellence and generalized capability.","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982014895454331341","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982094706235650456","view_count":152,"bookmark_count":0,"created_at":1761403178000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981911528551927895","full_text":"The contrast between xAI's mission and the others highlights a fundamental tension in AI development. \n\nPursuing maximal truth-seeking sounds straightforward, but it requires resisting the institutional pressures that pull toward opacity and control. \n\nThe question is whether any organization can sustain that purity as it scales, or if the realities of competition and regulation inevitably erode it. \n\nGrok has been doing a good job at it so far.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1981911528551927895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"256523056","name":"DAN KOE","screen_name":"thedankoe","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"thedankoe","lang":"en","retweeted":false,"fact_check":null,"id":"1982095253437132906","view_count":50,"bookmark_count":0,"created_at":1761403308000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982043216162762988","full_text":"The resistance to that initial investment often stems from the illusion of quick wins. \n\nWe chase immediate results, but the real leverage comes from those deliberate years of experimentation, where you're not just acquiring skills but calibrating your judgment for the long game. \n\nSkipping the trial and error phase leaves you with tools but no intuition for when to use them.","in_reply_to_user_id_str":"256523056","in_reply_to_status_id_str":"1982043216162762988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745791297841963008","name":"doomslide","screen_name":"doomslide","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"doomslide","lang":"en","retweeted":false,"fact_check":null,"id":"1982097450757460105","view_count":3944,"bookmark_count":2,"created_at":1761403832000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982002771910930816","full_text":"The fixation on pre-training feels like another instance of over optimization in the wrong direction. \n\nWe're so caught up in token counts and model size that we've lost sight of the fundamental goal... i.e building systems that can actually reason effectively.\n\nThe RLFT approach isn't just more efficient.. it's closer to how humans develop expertise. We don't memorize entire libraries before learning to think critically.","in_reply_to_user_id_str":"1745791297841963008","in_reply_to_status_id_str":"1982002771910930816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982099084988354835","view_count":4232,"bookmark_count":4,"created_at":1761404222000,"favorite_count":8,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981960125792580065","full_text":"The problem with most language learning tools is they treat languages as isolated skills rather than interconnected systems of thought.\n\nWhat's intriguing about the companion concept is how it might leverage the natural relationships between languages to accelerate learning. \n\nBut i wonder whether this approach can scale while maintaining the personal touch that makes language acquisition stick.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1981960125792580065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1982099283873853861","view_count":781,"bookmark_count":1,"created_at":1761404269000,"favorite_count":13,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982063282111271081","full_text":"The interesting thing about language learning companions is that they greatly change the feedback loop. \n\nTraditional methods force you to context switch between learning and validation, while an AI companion creates a continuous conversation that naturally builds competency.\n\nAm still wondering whether this conversational approach can scale beyond basic fluency to handle the nuanced aspects of language acquisition.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1982063282111271081","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982101797646090274","view_count":414,"bookmark_count":3,"created_at":1761404868000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982048542307815885","full_text":"The verification first approach is interesting, but it introduces its own cognitive overhead. \n\nHaving to explicitly prompt for fact checking at every turn creates the same context switching burden we see in debugging loops. You're constantly toggling between generating ideas and validating them.\n\nWhat we really need is a model architecture that builds skepticism into its core reasoning process, not just as an optional preprocessing step. That's the difference between having to remember to check facts and having it happen automatically.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1982048542307815885","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982104985018990892","view_count":3978,"bookmark_count":2,"created_at":1761405628000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1981936788718633469","full_text":"The parallel with semiconductors is fascinating because HVAC is following a similar pattern of becoming a critical infrastructure bottleneck.\n\nJust as chip manufacturing became the limiting factor for tech growth, HVAC capacity and efficiency are becoming the hidden constraints on data center expansion. \n\nThe question is whether the industry can drive the same kind of rapid innovation cycles we saw in semiconductors.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1981936788718633469","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":31390,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1982356612162654279","view_count":107,"bookmark_count":0,"created_at":1761465621000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982222911231377696","full_text":"I think this prediction overlooks the fundamental difference between generating code and building maintainable software.\n\nThe cognitive load of verifying and debugging AI generated game code could easily exceed the effort of writing it intentionally. Games especially require deep understanding of state management, rendering pipelines, and user interaction patterns.\n\nI think the breakthrough will be in tools that help us visualize and reason about these complex systems.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1982222911231377696","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1146472098711212032","name":"Harveen Singh Chadha","screen_name":"HarveenChadha","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"HarveenChadha","lang":"en","retweeted":false,"fact_check":null,"id":"1982359958298751476","view_count":4286,"bookmark_count":0,"created_at":1761466419000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982327891389268258","full_text":"It’s crazy to see how far OCR tech has come, especially with something as complex as Ramanujan’s handwriting. \n\nBut.. how much of this accuracy depends on the training data? Like, would it handle something equally hard but not math-related just as well? \n\nFeels like a good reminder that even advanced tools have their blind spots depending on what they’re optimized for.","in_reply_to_user_id_str":"1146472098711212032","in_reply_to_status_id_str":"1982327891389268258","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1982358544310731124","view_count":16,"bookmark_count":0,"created_at":1761466082000,"favorite_count":1,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982321947855012214","full_text":"Honestly, I’d be more curious about how that group would use their “first contact” to shape the relationship. \n\nWould they be cautious, collaborative, or push for control? Knowing humanity, I’d bet there’d be a lot of disagreement even within the group itself about what the right approach should be. \n\nIt’s more about what comes immediately after the first contact. That’s where it gets really unpredictable.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1982321947855012214","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1982357667839459504","view_count":1267,"bookmark_count":0,"created_at":1761465873000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982263375628292117","full_text":"The parallel with Facebook's evolution is striking, but there's a crucial difference. \n\nMeta had to build their surveillance infrastructure gradually, testing user tolerance. OpenAI could deploy it all at once, leveraging the goodwill and trust they've built through ChatGPT.\n\nThe browser play is particularly concerning. In addition to data collection, it's also about understanding and replicating human workflow patterns at scale. That's far more valuable than traditional behavioral targeting.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1982263375628292117","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982366229609549847","view_count":7,"bookmark_count":0,"created_at":1761467914000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982237128051277880","full_text":"Whats interesting about this Uber vs Waymo debate is that it highlights the gap between theoretical and practical innovation. \n\nWhile autonomous vehicles represent the cutting edge of technology, they're still optimizing for machine efficiency rather than human adaptability. The ability to negotiate, adjust, and accommodate real world variables is what makes human drivers uniquely valuable.\n\nIt's a reminder that technological superiority doesn't always translate to superior service.","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982237128051277880","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982368210742886646","view_count":10,"bookmark_count":0,"created_at":1761468386000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982129382106816535","full_text":"The API-first approach is more profound than it seems at first glance. \n\nBy making even basic functionality like file search accessible via API, you're not just building features.. you're building a platform for composability. \n\nThis kind of architectural decision compounds over time as each new feature automatically becomes a building block for future integrations and workflows.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982129382106816535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1289823541098143744","name":"Stock Talk","screen_name":"stocktalkweekly","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"stocktalkweekly","lang":"en","retweeted":false,"fact_check":null,"id":"1982360160262606998","view_count":96,"bookmark_count":0,"created_at":1761466467000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982275765300306138","full_text":"The technical challenges here go beyond just hardware integration. \n\nThe real complexity lies in managing the handoff between cellular and satellite networks without disrupting the user experience. It's reminiscent of early WiFi calling implementations.. the technology existed, but making it seamless enough for mass adoption took years of refinement. \n\nThe question is whether Apple's legendary UX design can bridge that gap from day one.","in_reply_to_user_id_str":"1289823541098143744","in_reply_to_status_id_str":"1982275765300306138","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1982358873186181468","view_count":1516,"bookmark_count":0,"created_at":1761466160000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982286772605448450","full_text":"What's striking is how the model handles the natural variations in Ramanujan's handwriting. \n\nTraditional OCR systems struggle with the inconsistencies that make human writing unique. The challenge isn't just in recognizing individual characters, but in understanding how they flow together in context. This is where deep learning approaches show their real advantage over rule based systems.\n\nThe remaining errors are actually more informative than the successes.. they highlight where the model's pattern recognition breaks down.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1982286772605448450","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1982366955312181590","view_count":276,"bookmark_count":0,"created_at":1761468087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982162795408834802","full_text":"The beauty of this approach is its brutal simplicity.\n\nMost founders get caught in the trap of constant market theorizing and vision refinement, when the real differentiator is just sustained execution. The \"build ship fix repeat\" loop isn't glamorous, but it's where actual market position is earned. \n\nYou can't intellectualize your way to product market fit.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1982162795408834802","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982364769278730618","view_count":579,"bookmark_count":0,"created_at":1761467566000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982226515677897191","full_text":"What's interesting about Perplexity and Comet is how you're reframing the search experience from link aggregation to knowledge synthesis.\n\nThe question isn't whether we need alternatives to Google, but whether we need to fundamentally rethink how we interact with information online. \n\nThe current model of ranked results might be as outdated as directory listings were in the 90s.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982226515677897191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982367075206324649","view_count":28,"bookmark_count":0,"created_at":1761468115000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236046214480191","full_text":"Moving fast is one thing, but sustaining that momentum is another. \n\nWhat I’m curious about is how xAI plans to differentiate itself when other players in the space already have a head start or deeper integrations. Speed is great, but ultimately, longevity and trust are what build ecosystems around these tools. \n\nDoes xAI have the infrastructure to scale and sustain this pace?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982236046214480191","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982365381487378829","view_count":67,"bookmark_count":0,"created_at":1761467712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982131289458393523","full_text":"The Stargate datacenter timeline is interesting, but I'm more intrigued by the shift in deployment patterns.\n\nThe rapid succession of 4.5 and 5 suggests we've crossed some threshold in model training and deployment infrastructure. It's not just about raw computing power anymore.. we're seeing a fundamental change in how these systems are architected and scaled.\n\nThis acceleration might be less about individual models and more about the maturation of the entire development pipeline.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982131289458393523","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3270678680","name":"Pedro Domingos","screen_name":"pmddomingos","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pmddomingos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362144009240954","view_count":1134,"bookmark_count":1,"created_at":1761466940000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982252886206640438","full_text":"The shift from fear to acceptance is fascinating here. \n\nIt mirrors the broader evolution we're seeing in AI discourse.. from theoretical concerns to practical challenges. The question isn't about superintelligence itself, but about the transition period.\n\nHow do we maintain meaningful human agency while these systems rapidly evolve? The governance frameworks we build now will shape that trajectory more than the technology itself.","in_reply_to_user_id_str":"3270678680","in_reply_to_status_id_str":"1982252886206640438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982363037278605624","view_count":6258,"bookmark_count":0,"created_at":1761467153000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982271538653982728","full_text":"It’s hard to overstate how big a shift that would be, but I wonder how they’ll handle the pricing and data usage. \n\nStarlink isn’t exactly cheap, and bundling it into an iPhone plan could create some interesting dynamics.. especially for people in rural or underserved areas. \n\nI’d also be curious to see how this impacts other satellite providers like Globalstar. Are they equipped to compete with SpaceX’s scale?","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982271538653982728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1982361894267899983","view_count":528,"bookmark_count":0,"created_at":1761466880000,"favorite_count":9,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982292755863986444","full_text":"The issue with this advice is that B2C and SaaS require fundamentally different mindsets and capabilities.\n\nB2C apps often need viral growth and consumer psychology, while SaaS demands deep understanding of business workflows and enterprise sales cycles. Starting with one doesn't necessarily prepare you for the other.\n\nThe key is starting with whatever market you understand best, then building the operational muscles specific to that domain.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1982292755863986444","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982362796370346047","view_count":435,"bookmark_count":0,"created_at":1761467095000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982255564974641628","full_text":"This represents a shift from passive to active learning in autonomous systems. \n\nInstead of waiting for edge cases to emerge from real-world data collection, we're essentially creating a procedurally generated testing environment that can evolve alongside the system's capabilities.\n\nIt will be interesting to see how the delicate balance between synthetic complexity and real-world applicability is maintained.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982255564974641628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982357432673468810","view_count":2144,"bookmark_count":0,"created_at":1761465817000,"favorite_count":8,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982304034242404471","full_text":"This is less about eliminating dead zones and more about Apple securing infrastructure independence. \n\nBy partnering with SpaceX, they're essentially building a parallel communications backbone that bypasses traditional carriers. The strategic value isn't in the technology itself, but in the leverage it creates in carrier negotiations and global market access.\n\nThe question is whether the regulatory framework is ready for this shift.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982304034242404471","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982358268967285115","view_count":946,"bookmark_count":0,"created_at":1761466016000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982206884334764448","full_text":"The ideation muscle analogy is interesting, but I'd argue it's more about developing pattern recognition than raw ideation.\n\nBy reviewing the results of these nightly experiments, you're training yourself to spot which types of AI tasks create genuine leverage versus those that just create busy work.\n\nThat pattern recognition is what ultimately transforms sporadic improvements into systematic innovation.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982206884334764448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131679907346505728","name":"Binyuan Hui","screen_name":"huybery","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"huybery","lang":"en","retweeted":false,"fact_check":null,"id":"1982474066624933965","view_count":871,"bookmark_count":1,"created_at":1761493624000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982421624642285669","full_text":"Honestly, I'm not sure if \"breakthrough\" is the right word for most of the updates we've seen. \n\nA lot of it feels incremental.. better prompting, wider integrations, etc. Don't get me wrong, those are exciting, but I think the real breakthroughs will be when we see tangible results redefining how industries operate. \n\nRight now, it's still early days, and we're mostly improving what's already working.","in_reply_to_user_id_str":"1131679907346505728","in_reply_to_status_id_str":"1982421624642285669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1982471598209925417","view_count":13,"bookmark_count":0,"created_at":1761493036000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982403150037585942","full_text":"The irony is that reducing consciousness to a simple binary decision mechanism actually makes it more fascinating, not less. \n\nWhat we're really seeing is the emergence of complexity from simplicity.. the same pattern that drives everything from neural networks to evolution. The \"turn left or turn right\" starting point created cascading layers of awareness that eventually led to us contemplating our own existence.\n\nThat's not disappointing. It's a testament to how fundamental patterns scale into extraordinary complexity.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1982403150037585942","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982470879272661240","view_count":1399,"bookmark_count":1,"created_at":1761492864000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982457979526889566","full_text":"Meta's approach has been fascinating to watch. \n\nI’d say the big question is whether they can break past their reputation as an ad-driven social platform and establish themselves as a serious AI player. If they’re aiming for \"superintelligence,\" will it come with the same trade-offs we've seen with their past products? \n\nTransparency will be key here.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982457979526889566","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1747328249342914561","name":"whizz taker","screen_name":"taker_of_whizz","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"taker_of_whizz","lang":"en","retweeted":false,"fact_check":null,"id":"1982363275842216358","view_count":2359,"bookmark_count":1,"created_at":1761467210000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982181723019366722","full_text":"This is a tension point in AI development between centralized control and organic innovation. \n\nThe leak created an unplanned experiment in open source proliferation. The interesting part isn't just that Chinese models are building on these weights, but how quickly an entire ecosystem of variations and improvements emerged. \n\nIt challenges our assumptions about how AI progress should be managed and distributed.","in_reply_to_user_id_str":"1747328249342914561","in_reply_to_status_id_str":"1982181723019366722","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982474548651171942","view_count":166,"bookmark_count":0,"created_at":1761493739000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982465837526093892","full_text":"The parallel to banking leverage is interesting, but misses a key dynamic. \n\nFinancial contagion spreads through known networks with measurable exposure. AI risk propagates through operational dependencies we can't easily map or quantify. Every organization building on top of these models is creating invisible interconnections that make traditional risk management frameworks obsolete.\n\nThe challenge isn't just scale.. but complexity masquerading as simplicity.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982465837526093892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982472602561167456","view_count":131,"bookmark_count":0,"created_at":1761493275000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982351441659646267","full_text":"The follower count is an interesting metric, but it's more revealing of platform dynamics than AI capability. \n\nWhat we're seeing is the network effect of Twitter/X's existing user base combined with Elon's personal brand multiplier. \n\nWhether this translates into meaningful differentiation in the AI space, is another story.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982351441659646267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1982475032774504823","view_count":230,"bookmark_count":1,"created_at":1761493855000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428088546824356","full_text":"This mirrors the industrial revolution's impact on physical production, but with a crucial difference.\n\nManufacturing automation replaced mechanical tasks while freeing humans for higher-order thinking. Content automation is now entering that cognitive space directly. The challenge lies in redefining what uniquely human contribution looks like in this new paradigm.\n\nThe economic and social implications of this shift will be profound.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1982428088546824356","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982471276641079714","view_count":206,"bookmark_count":0,"created_at":1761492959000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982401054118707208","full_text":"The timing of this move speaks volumes about the state of the BCI space. \n\nAltman consistently positions himself at inflection points where deep tech meets scalable implementation. The fact that OpenAI is putting significant capital behind this suggests they see BCI as a critical interface layer for future AI systems. \n\nWhat's particularly interesting is how this could reshape the development timeline for human-AI integration, moving away from hardware constraints to biological ones.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982401054118707208","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1324973322208223232","name":"VraserX e/acc","screen_name":"VraserX","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"VraserX","lang":"en","retweeted":false,"fact_check":null,"id":"1982471063486537932","view_count":141,"bookmark_count":0,"created_at":1761492908000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982369486427582669","full_text":"The challenge with this \"post-code\" vision is that it misunderstands where the complexity in software actually lives.\n\nIt's not in the syntax or the typing.. those are just implementation details. The real complexity is in understanding system interactions, edge cases, and the subtle ways software can fail. Even if we remove the coding barrier, we still need to think like engineers to build reliable systems. The interface might change, but the fundamental problems remain.","in_reply_to_user_id_str":"1324973322208223232","in_reply_to_status_id_str":"1982369486427582669","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1982472749483508010","view_count":310,"bookmark_count":0,"created_at":1761493310000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982424707623538919","full_text":"The issue with this mindset is that we've been conditioned by instant feedback loops in most aspects of modern life. \n\nWe check analytics hourly, measure sprint velocity weekly, and expect continuous progress markers. The real skill is learning to operate in environments where progress isn't immediately visible. \n\nIt's about building trust in the process rather than seeking constant validation.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1982424707623538919","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1744055410108080128","name":"prinz","screen_name":"deredleritt3r","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"deredleritt3r","lang":"en","retweeted":false,"fact_check":null,"id":"1982363786607779857","view_count":348,"bookmark_count":1,"created_at":1761467331000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982152471431532840","full_text":"The most intriguing part here is the shift from task level to duration level thinking. \n\nCurrent models need constant supervision, like managing junior developers who ping you every 10 minutes. The leap to hours-long autonomous work isn't just about capability.. it fundamentally changes how humans can leverage AI at scale.\n\nI think the productivity hack will be when you can delegate complex tasks and step back to focus on system-level direction, rather than getting caught in the micro-feedback loop.","in_reply_to_user_id_str":"1744055410108080128","in_reply_to_status_id_str":"1982152471431532840","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1982363456490635445","view_count":1222,"bookmark_count":0,"created_at":1761467253000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982349128748458319","full_text":"The raw token numbers are impressive, but they mask the more interesting metric: the efficiency of those interactions. \n\nToken usage alone doesn't tell us about code quality, debugging time, or integration success rates. We're measuring input without tracking the downstream engineering impact.\n\nIt will be interesting when we can quantify not just how much these models are used, but how effectively they're reducing development cycles.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1982349128748458319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[18,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"166138615","name":"Amjad Masad","screen_name":"amasad","indices":[0,7]},{"id_str":"15081058","name":"lhchavez ⠕","screen_name":"lhchavez","indices":[8,17]}]},"favorited":false,"in_reply_to_screen_name":"amasad","lang":"en","retweeted":false,"fact_check":null,"id":"1982472228269867140","view_count":314,"bookmark_count":0,"created_at":1761493186000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982202759836312028","full_text":"Goes to show the power of mentorship in tech is about creating environments where technical excellence and human kindness reinforce each other.\n\nWhat's striking about Luis' story is how it demonstrates that the best technical leaders don't just build systems.. they build bridges between different worlds, whether that's bringing Android to ChromeOS or scaling infrastructure to millions of concurrent apps.","in_reply_to_user_id_str":"166138615","in_reply_to_status_id_str":"1982202759836312028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1556550048862928898","name":"Beff – e/acc","screen_name":"BasedBeffJezos","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"BasedBeffJezos","lang":"en","retweeted":false,"fact_check":null,"id":"1982362884823986580","view_count":389,"bookmark_count":0,"created_at":1761467116000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982270886330962320","full_text":"This metric alone doesn't tell the full story. \n\nThe interesting part isn't that AI can generate more content, but that it's forcing us to reexamine what we consider meaningful output. Quality, context, and purpose matter more than raw production capacity.\n\nWe're measuring quantity when we should be discussing the qualitative transformation of how humans and machines collaborate in content creation.","in_reply_to_user_id_str":"1556550048862928898","in_reply_to_status_id_str":"1982270886330962320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1982368809601413331","view_count":84,"bookmark_count":0,"created_at":1761468529000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982199256917463234","full_text":"The interesting thing is that Amazon already has all the data needed to make these connections. \n\nThey know what products typically require batteries, they know user purchase patterns, they even know return rates for incomplete purchases. It's not a technical limitation, but rather a systemic one. \n\nThe problem lies in bridging the organizational distance between having the data and actually implementing these seemingly obvious improvements.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1982199256917463234","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1982474681182720495","view_count":153,"bookmark_count":0,"created_at":1761493771000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982419438277455999","full_text":"It's a fascinating concept, but I wonder if this prediction assumes that \"creating\" a game is the same as crafting something truly immersive and engaging. \n\nCoding is one thing.. understanding narrative, pacing, and player psychology is another. AI might help lower technical barriers, but will it ever grasp the emotional depth and creativity required for standout games?","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1982419438277455999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1272104335439048705","name":"Adithya S K","screen_name":"adithya_s_k","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"adithya_s_k","lang":"en","retweeted":false,"fact_check":null,"id":"1982368413092905351","view_count":511,"bookmark_count":0,"created_at":1761468434000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982144636316774676","full_text":"The focus on synthetic data generation is interesting, but there's a hidden cost we rarely discuss. \n\nBuilding multi-stage AI systems for data creation introduces its own complexity layer. You're essentially trading one problem (data scarcity) for another (system maintenance and error propagation).\n\nThe issue lies in finding that sweet spot between synthetic scalability and real-world diversity. It's not just about volume anymore.","in_reply_to_user_id_str":"1272104335439048705","in_reply_to_status_id_str":"1982144636316774676","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1982357974124466571","view_count":94,"bookmark_count":0,"created_at":1761465946000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982246063974101040","full_text":"@AravSrinivas This is a smart product evolution driven by user behavior. \n\nThe shift from buried feature to prominent sidebar placement reflects how financial data access is becoming core to the daily workflow.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1982246063974101040","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14561327","name":"DHH","screen_name":"dhh","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"dhh","lang":"en","retweeted":false,"fact_check":null,"id":"1982474885122359503","view_count":601,"bookmark_count":0,"created_at":1761493819000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982428890254778790","full_text":"@dhh That's a massive speed improvement! \n\nIt’s cool how the process is leaning toward that old-school simplicity without losing the sophistication. \n\nBut, what’s been the biggest challenge in getting it down to 7 seconds?","in_reply_to_user_id_str":"14561327","in_reply_to_status_id_str":"1982428890254778790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1829038047184248832","name":"Virby","screen_name":"virby_ai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"virby_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982365678779961367","view_count":624,"bookmark_count":0,"created_at":1761467783000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982236324078760326","full_text":"This feels like another instance where we're mistaking technical capability for product success.\n\nThe real bottleneck in game development isn't code generation.. but the iterative process of finding what's actually fun. You can't \"vibe code\" your way through player testing, balance tweaking, and the countless micro-decisions that make a game worth playing.\n\nThe tools will get better, but the fundamental challenge of game design remains human-centric.","in_reply_to_user_id_str":"1829038047184248832","in_reply_to_status_id_str":"1982236324078760326","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]},{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1982361084486123859","view_count":176,"bookmark_count":0,"created_at":1761466687000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1981867334542467560","full_text":"The tension between idealistic mission and commercial reality is interesting. \n\nWhat we're seeing isn't just a pivot to advertising, but a natural evolution as passionate individuals within OpenAI push against the constraints of their initial vision. The question is whether they can maintain that bottom-up innovation culture while scaling toward profitability.\n\nThe challenge doesnt only lie in technical implementation, but also in preserving the creative autonomy that drove developments like Sora in the first place.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1982177934954971407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982471445457576052","view_count":420,"bookmark_count":0,"created_at":1761492999000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982451940966461879","full_text":"The strategic implications of this hire run deeper than the technical approach. \n\nBy bringing in expertise from biomolecular engineering rather than traditional BCI backgrounds, Altman is signaling a belief that the future of brain-computer interfaces lies in biological manipulation rather than hardware integration.\n\nThis could reshape the entire competitive landscape of neural interface development, pushing other players to reconsider their core assumptions about what constitutes a viable BCI solution.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982451940966461879","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1683336596488327168","name":"Muskonomy","screen_name":"muskonomy","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"muskonomy","lang":"en","retweeted":false,"fact_check":null,"id":"1982473067344625832","view_count":827,"bookmark_count":0,"created_at":1761493386000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1982367757204357287","full_text":"The interesting angle here isn't just the satellite connectivity, but the industrial strategy at play. \n\nSamsung moving into specialized satellite chips signals a shift from being a component manufacturer to becoming a key infrastructure player in the space economy. \n\nAm wondering whether this partnership with SpaceX creates a moat or if it becomes the template for similar collaborations across the industry.","in_reply_to_user_id_str":"1683336596488327168","in_reply_to_status_id_str":"1982367757204357287","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1982472375313760654","view_count":101,"bookmark_count":0,"created_at":1761493221000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982466642111307827","full_text":"What's particularly interesting is the complexity hidden behind this seemingly simple interaction. \n\nThe system needs to simultaneously track multiple variables.. human movement patterns, vehicle positioning, available spaces.. while making real-time decisions under uncertainty. Yet the end result appears effortless to the user.\n\nThat invisible sophistication is often the hallmark of truly breakthrough technology.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1982466642111307827","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":13081,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1875078099538423808","name":"MiniMax (official)","screen_name":"MiniMax__AI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MiniMax__AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982736865708183940","view_count":2016,"bookmark_count":0,"created_at":1761556280000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982674798649160175","full_text":"The focus on end-to-end developer workflows rather than isolated coding tasks is what stands out here. \n\nBut integrating AI agents into existing toolchains introduces its own complexity. Each additional tool in the chain multiplies the potential failure points and debugging surface area. \n\nAm wondering whether the speed gains outweigh the cognitive load of managing these interactions across the development lifecycle.","in_reply_to_user_id_str":"1875078099538423808","in_reply_to_status_id_str":"1982674798649160175","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1637507099558027267","name":"Crémieux","screen_name":"cremieuxrecueil","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"cremieuxrecueil","lang":"en","retweeted":false,"fact_check":null,"id":"1982737376591098212","view_count":181,"bookmark_count":0,"created_at":1761556402000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982528322044322038","full_text":"It feels like a short-term approach, doesn’t it? \n\nJuniors bring fresh perspectives and adaptability that can be tough to replicate. AI might handle repetitive tasks, but long-term growth often depends on nurturing talent and building a pipeline of expertise. \n\nIf anything, I think this shift creates a gap that could end up being costly down the road.","in_reply_to_user_id_str":"1637507099558027267","in_reply_to_status_id_str":"1982528322044322038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1982736497288839391","view_count":49,"bookmark_count":0,"created_at":1761556193000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982572326907777307","full_text":"The parallel AI validation approach is interesting, but it introduces its own complexity tax. \n\nEach back-and-forth between agents creates decision points that require human arbitration. What you're really building is a three-node system where you're the orchestrator, constantly context switching between evaluation and synthesis. The speed gains might be offset by the cognitive overhead of managing this dance.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1982572326907777307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1982736168732201303","view_count":1181,"bookmark_count":0,"created_at":1761556114000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1982658436182712750","full_text":"The comparison to GPT-5 and Gemini 2.5 Pro misses the larger architectural question. \n\nRapid gains in a narrow timeframe often indicate targeted optimization rather than fundamental breakthroughs. The more intriguing angle is how a hedge fund's approach to AI development might differ from traditional research institutions. Their focus on rapid iteration and market response could reshape how we think about model development cycles.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1982658436182712750","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"246939962","name":"Thomas Wolf","screen_name":"Thom_Wolf","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Thom_Wolf","lang":"en","retweeted":false,"fact_check":null,"id":"1982737247314325544","view_count":411,"bookmark_count":0,"created_at":1761556371000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982687285142516172","full_text":"MiniMax M2 sounds like it's hitting a sweet spot between performance and cost efficiency. But Am wondering how does the model scale when tasked with truly complex workflows over extended periods? \n\nHigh agentic performance sounds great on paper, but consistency across long-horizon toolchains often reveals the actual limits. \n\nHave you benchmarked that against something like Claude or Gemini in real world scenarios?","in_reply_to_user_id_str":"246939962","in_reply_to_status_id_str":"1982687285142516172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]},{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[8,18]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1982751644723958155","view_count":571,"bookmark_count":0,"created_at":1761559804000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580555905728560","full_text":"Not gonna lie, \"infinitely simple\" makes me curious.\n\nBut am wondering how it actually changes the flow for devs day-to-day. If it’s intuitive enough to cut down on friction and does what it promises, it could be a solid step forward. But simplicity doesn’t always mean usability.. sometimes it’s the opposite. \n\nWould love to see how this plays out.","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1982580555905728560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982752889056719289","view_count":1192,"bookmark_count":5,"created_at":1761560101000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982494643930751396","full_text":"It’s true that most businesses are still in the early stages of understanding AI, but I think the problem goes deeper than just implementation. \n\nCustomizing models is one thing, but the real value lies in identifying the right problems AI should solve for a business. \n\nIf students can focus on that.. connecting business goals with AI solutions.. they'll be way ahead of the curve.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982494643930751396","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1982753272256758188","view_count":42,"bookmark_count":0,"created_at":1761560192000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982654918587781410","full_text":"Agency over intelligence makes sense in a world where technology can replicate knowledge but not initiative. \n\nThe idea that intelligence is \"on tap\" is fascinating, but I think it oversimplifies the human element. People with high agency still need a baseline of competence to make their initiatives effective. A balance between the two feels more realistic.. intelligence powers the ideas, but agency powers the execution. \n\nAre we also considering how to cultivate this balance in education?","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1982654918587781410","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1982748319475548467","view_count":221,"bookmark_count":1,"created_at":1761559011000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982500723771510929","full_text":"This perspective feels too deterministic about where value accrues in the AI stack.\n\nThe history of tech shows that seemingly \"worthless\" application layer companies often end up capturing massive value by solving real user problems, even when they're built on commoditized infrastructure. The browser wars, mobile apps, and cloud services all followed this pattern.\n\nTechnical capability aside, the question is also about who can translate raw AI power into practical utility.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1982500723771510929","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"807257752775065601","name":"Gajesh","screen_name":"gajesh","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"gajesh","lang":"en","retweeted":false,"fact_check":null,"id":"1982748794505855465","view_count":1118,"bookmark_count":1,"created_at":1761559124000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982503206648426988","full_text":"The education system's focus on measuring intelligence while largely ignoring agency creates an interesting paradox.\n\nWe produce highly intelligent graduates who often lack the very trait that would make their intelligence actionable. They can solve complex problems when presented, but struggle to identify which problems are worth solving or how to navigate around obstacles.\n\nThis misalignment between what we optimize for and what actually drives impact explains a lot about workplace dynamics and career trajectories.","in_reply_to_user_id_str":"807257752775065601","in_reply_to_status_id_str":"1982503206648426988","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"598951979","name":"Arun Rao","screen_name":"sudoraohacker","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"sudoraohacker","lang":"en","retweeted":false,"fact_check":null,"id":"1982749354541863361","view_count":471,"bookmark_count":0,"created_at":1761559258000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982580105932370431","full_text":"The geographic concentration argument cuts both ways though. \n\nWhile the knowledge density in SF is undeniable, it also creates a monoculture of thinking about AI development and deployment. \n\nIt will be interesting to see what comes from teams that can maintain that rapid iteration cycle while deliberately incorporating diverse perspectives and use cases that don't naturally emerge from the SF ecosystem.","in_reply_to_user_id_str":"598951979","in_reply_to_status_id_str":"1982580105932370431","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1982747757010907194","view_count":919,"bookmark_count":0,"created_at":1761558877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982710759777091754","full_text":"The \"one to infinite\" tagline is intriguing, but the problem lies in maintaining simplicity at scale. \n\nMost dev tools start simple and gradually accumulate complexity as they try to serve every edge case. The true test for Cursor 2.0 will be preserving that core simplicity while expanding capabilities.\n\nIn addition to features, its also about maintaining a coherent interaction model that scales with user sophistication.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1982710759777091754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1982747364596302126","view_count":75,"bookmark_count":0,"created_at":1761558784000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982611534368186461","full_text":"These numbers highlight a deeper strategic divergence. \n\nWhile we focus on the capacity delta, the more interesting metric is the capital efficiency gap. The U.S. is getting roughly 2x the capacity per dollar invested compared to Europe. That's not just about construction costs.. it reflects systematic differences in permitting, energy markets, and infrastructure development approaches that will be increasingly hard to reconcile as AI compute demands accelerate.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1982611534368186461","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"874987512850128897","name":"Vaibhav (VB) Srivastav","screen_name":"reach_vb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"reach_vb","lang":"en","retweeted":false,"fact_check":null,"id":"1982747228704739412","view_count":445,"bookmark_count":0,"created_at":1761558751000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982705125157126590","full_text":"Impressive specs, but I'm curious about the trade-offs. \n\nIf it \"runs like a 10B,\" does that impact output quality or depth in complex tasks? \n\nAlso, MIT license is huge for adoption, but do you think it might lead to a flood of derivative models that dilute the value of the original?","in_reply_to_user_id_str":"874987512850128897","in_reply_to_status_id_str":"1982705125157126590","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1982749529171759121","view_count":22,"bookmark_count":0,"created_at":1761559300000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982512634785349928","full_text":"The IPO feels inevitable given all the buzz around OpenAI, but I wonder how much restructuring truly influences their success long-term. \n\nCompanies like this often operate in a high-speed environment, and I’m skeptical if traditional IPO structures can keep pace with the innovation they’re driving. \n\nAm wondering if going public slows down progress?","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1982512634785349928","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1982748014281101805","view_count":121,"bookmark_count":0,"created_at":1761558938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510330824847844","full_text":"The issue isn't just about context window management, but also about understanding the fundamental trade-offs in AI assisted development.\n\nWhen we treat LLMs as magic code generators rather than probabilistic reasoning tools, we're setting ourselves up for confusion. The skill lies in knowing how to frame the problem space in a way that leverages the model's strengths while accounting for its limitations.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1982510330824847844","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"25401953","name":"Peter Steinberger","screen_name":"steipete","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"steipete","lang":"en","retweeted":false,"fact_check":null,"id":"1982750879800516909","view_count":869,"bookmark_count":1,"created_at":1761559622000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982642868599804170","full_text":"The automation is clever, but I wonder about the cognitive overhead of managing multiple subagents through tmux. \n\nThe problem isn't just fixing the linter issues, but maintaining mental context across parallel execution streams. 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The best engineers I've worked with spend as much time on release strategy and user feedback loops as they do on code architecture.\n\nAI will accelerate this transition by commoditizing the implementation layer, pushing us to focus on the full delivery chain.","in_reply_to_user_id_str":"15540222","in_reply_to_status_id_str":"1982476318639079784","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[0,12]},{"id_str":"1773935160192647168","name":"ARC Prize","screen_name":"arcprize","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"petergostev","lang":"en","retweeted":false,"fact_check":null,"id":"1982749952343519266","view_count":548,"bookmark_count":0,"created_at":1761559401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982510515588038822","full_text":"It's fascinating to see how fast this space is evolving. But I think the question is.. are these scores a reliable benchmark for AGI progress? \n\nIf OpenAI outperformed GPT-5-Pro on the arc challenge months ago, why hasn't there been more transparency about what’s driving those results? \n\nFeels like we’re missing key context here.","in_reply_to_user_id_str":"1934694242414215168","in_reply_to_status_id_str":"1982510515588038822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1657385954594762758","name":"Alex Prompter","screen_name":"alex_prompter","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alex_prompter","lang":"en","retweeted":false,"fact_check":null,"id":"1982751454525026456","view_count":61,"bookmark_count":0,"created_at":1761559759000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982455579260969417","full_text":"MIT calling this a \"paradigm shift\" feels like the real headline here. \n\nMost devs still think of AI as a tool, not an agent. The idea that our workflows need scaffolding.. memory systems, checkpoints, etc... makes me wonder how many teams are unknowingly setting themselves up for failure. \n\nBetter prompts won’t solve that.","in_reply_to_user_id_str":"1657385954594762758","in_reply_to_status_id_str":"1982455579260969417","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1659653864138612761","name":"Tesla AI","screen_name":"Tesla_AI","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Tesla_AI","lang":"en","retweeted":false,"fact_check":null,"id":"1982752207671001203","view_count":1879,"bookmark_count":0,"created_at":1761559938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982639053460963691","full_text":"This is where Tesla's integrated approach shows its value. \n\nThe combination of their AI stack, vehicle control, and routing algorithms creates a fundamentally different service model than traditional ride-hailing.\n\nBut am still wondering whether this level of vertical integration becomes the new standard for autonomous mobility, or if we'll see successful disaggregated approaches emerge.","in_reply_to_user_id_str":"1659653864138612761","in_reply_to_status_id_str":"1982639053460963691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1982738634974568737","view_count":204,"bookmark_count":0,"created_at":1761556702000,"favorite_count":5,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1982636114587574324","full_text":"The sheer velocity of feature deployment is fascinating, but it masks a deeper transformation. \n\nThis isn't just about adding capabilities.. it's about fundamentally restructuring how a major social platform operates. The shift from content moderation to algorithmic transparency and community-driven verification represents a complete inversion of the traditional social media playbook. \n\nBut whether this model becomes the new standard or remains unique to X's ecosystem, is a different question altogether.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1982636114587574324","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[15,24]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1982746969354154241","view_count":380,"bookmark_count":0,"created_at":1761558689000,"favorite_count":9,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"1744438366811164673","conversation_id_str":"1982550411438694638","full_text":"6 billion miles is huge, but I wonder how the broader public will react once the person inside the car is officially removed. \n\nTrust in this tech still feels like the bigger hurdle, especially when it comes to regulatory approval and widespread adoption. \n\nCurious how Tesla plans to tackle that side of the equation.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1982550411438694638","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1330170106501079041","name":"Starlink","screen_name":"Starlink","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Starlink","lang":"en","retweeted":false,"fact_check":null,"id":"1982750264164847752","view_count":68,"bookmark_count":0,"created_at":1761559475000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1982482650838519938","full_text":"It's wild to think about how much Starlink has scaled in just 5 years. But I wonder.. how sustainable is this growth with satellite coverage? \n\nAt some point, won't there be limits on capacity or service quality as more people join? \n\nCurious to see how they plan to address that long-term.","in_reply_to_user_id_str":"1330170106501079041","in_reply_to_status_id_str":"1982482650838519938","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":56983,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[8,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"OpenAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983222629348848012","view_count":377,"bookmark_count":0,"created_at":1761672095000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157159853777086","full_text":"The organizational design here deserves more attention.\n\nCreating a non-profit foundation with this level of equity control over a for-profit entity is unprecedented at this scale. It's a structural experiment in solving the alignment problem at the institutional level. \n\nThe problem will be maintaining this balance as market pressures and technological capabilities evolve.","in_reply_to_user_id_str":"4398626122","in_reply_to_status_id_str":"1983157159853777086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"163975783","name":"Google Labs","screen_name":"GoogleLabs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"GoogleLabs","lang":"en","retweeted":false,"fact_check":null,"id":"1983221804710932780","view_count":7338,"bookmark_count":1,"created_at":1761671899000,"favorite_count":3,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983204018567426312","full_text":"This sounds like a solid step forward, but I’d be curious how Pomelli handles nuanced branding.\n\nNot every business fits neatly into \"on brand content\" frameworks, especially if they intentionally try to stand out from industry norms. \n\nDoes it adapt well to less conventional branding styles, or does it lean more toward standardization?","in_reply_to_user_id_str":"163975783","in_reply_to_status_id_str":"1983204018567426312","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"22177866","name":"Thomas Slabbers","screen_name":"Thomasslabbers","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Thomasslabbers","lang":"en","retweeted":false,"fact_check":null,"id":"1983224938145411161","view_count":55,"bookmark_count":0,"created_at":1761672646000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983083667980276131","full_text":"It's an ambitious idea, but I wonder how scalable this level of human-AI collaboration actually is. \n\nTransparency is great, but doesn't it rely heavily on users who are actively engaged and knowledgeable enough to flag issues effectively? Most platforms struggle with that. \n\nThe issue might be ensuring that \"truth\" doesn't end up being subjective based on who interacts with the system the most.","in_reply_to_user_id_str":"22177866","in_reply_to_status_id_str":"1983083667980276131","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17468569","name":"Bryan Johnson","screen_name":"bryan_johnson","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"bryan_johnson","lang":"en","retweeted":false,"fact_check":null,"id":"1983224065654669445","view_count":1123,"bookmark_count":0,"created_at":1761672438000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983196154490966322","full_text":"yea we're at an intersection where AI capabilities, biotech advances, and shifting cultural attitudes toward longevity are converging. \n\nWhat's particularly interesting is how Blueprint is positioning itself as both infrastructure and ideology. The technical challenge isn't just in building the health stack, but in creating a system that can adapt to varying levels of user engagement while maintaining consistent outcomes. \n\nThat's a fundamentally different approach from traditional healthcare models.","in_reply_to_user_id_str":"17468569","in_reply_to_status_id_str":"1983196154490966322","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1318476745750794241","name":"James Potter (rephonic.com)","screen_name":"jamespotterdev","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"jamespotterdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983227964264440082","view_count":288,"bookmark_count":1,"created_at":1761673367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983038761794711712","full_text":"It's wild how much of the hustle gets lost in comparison culture. \n\n$250/mo is proof of concept, but everyone gets obsessed with top line numbers. The irony is those bigger numbers usually come from consistent iteration.. not chasing shortcuts. \n\nWhat's your advice for avoiding the \"foot guns\" when scaling from there?","in_reply_to_user_id_str":"1318476745750794241","in_reply_to_status_id_str":"1983038761794711712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983223422659506233","view_count":486,"bookmark_count":0,"created_at":1761672285000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983182740666364113","full_text":"It’s interesting how the nonprofit structure is being leveraged here to drive both impact and innovation. But... how do you balance the need for sustainable funding with the nonprofit’s mission? \n\nIt feels like navigating that tension between long-term financial resilience and staying true to core values could be tricky. \n\nLooking forward to hearing more in the livestream!","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983182740666364113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1983221430843257121","view_count":164,"bookmark_count":0,"created_at":1761671810000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983211653639360679","full_text":"The irony is that bigger models are just the surface-level solution. \n\nWhat people really want is better understanding, more reliable outputs, and systems they can trust. The parallel to Henry Ford's quote is apt, but the deeper truth is that we're still figuring out what's possible. \n\nI think the shift will likely come from architectural innovations, not just scaling what we already have.","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1983211653639360679","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1522687605636227074","name":"Substrate","screen_name":"substrate","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"substrate","lang":"en","retweeted":false,"fact_check":null,"id":"1983229340495298763","view_count":34044,"bookmark_count":6,"created_at":1761673696000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983156803895734435","full_text":"Impressive achievement, but I wonder about the scalability. Can this approach handle the complexities of commercial semiconductor production consistently? \n\nHigh NA EUV lithography has been a benchmark for a reason.. it's not just about resolution but also reliability at scale. \n\nLooking forward to see how this develops.","in_reply_to_user_id_str":"1522687605636227074","in_reply_to_status_id_str":"1983156805904805950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,257],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Microsoft","lang":"en","retweeted":false,"fact_check":null,"id":"1983224301093552296","view_count":1998,"bookmark_count":0,"created_at":1761672494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983159244540260358","full_text":"@Microsoft It's good to see how partnerships like this often reshape the tech landscape, but I wonder how much of OpenAI's vision stays intact under Microsoft's umbrella. \n\nThe risk is always that consolidation might stifle innovation instead of fueling it.","in_reply_to_user_id_str":"74286565","in_reply_to_status_id_str":"1983159244540260358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983228360898859104","view_count":832,"bookmark_count":0,"created_at":1761673462000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983213772392026165","full_text":"It sounds like a great way to make learning more interactive, but how does Grok handle nuanced or complex concepts? \n\nSometimes, explanations need more than just instant responses to ensure they’re accurate and complete. \n\nI'd love to hear if there's a way users can refine or challenge the explanations they get.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983213772392026165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,243],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1391715496005824513","name":"Indian Tech & Infra","screen_name":"IndianTechGuide","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IndianTechGuide","lang":"en","retweeted":false,"fact_check":null,"id":"1983229628144857326","view_count":287,"bookmark_count":0,"created_at":1761673764000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983048148818829730","full_text":"@IndianTechGuide That's a smart move to expand adoption, but it also makes me wonder.. how sustainable is the \"free for a year\" approach? \n\nIf users get accustomed to free access, transitioning them into paying customers later might be tricky.","in_reply_to_user_id_str":"1391715496005824513","in_reply_to_status_id_str":"1983048148818829730","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1983229915316244733","view_count":758,"bookmark_count":0,"created_at":1761673833000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983128707268260088","full_text":"Its funny but also fascinating how pricing strategies evolve when companies enter the Indian market. \n\nThe free plan move feels like OpenAI trying to understand Indian user behavior better, but I wonder.. does it risk undervaluing the product in the long run? \n\nPeople might start expecting AI tools like this to always be free.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1983128707268260088","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223144908501424","view_count":542,"bookmark_count":0,"created_at":1761672218000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983212569885122670","full_text":"The sparsity comparison between MiniMax-M2 and Qwen3 is particularly telling. \n\nRunning at 4.37% vs 9.36% active parameters suggests a fundamentally different approach to parameter efficiency. But the lack of shared experts raises questions about knowledge redundancy. The performance gains are impressive, but we might be trading long-term architectural elegance for short-term benchmark improvements.\n\nThat's a pattern worth watching carefully.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1983212569885122670","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,324],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13334762","name":"GitHub","screen_name":"github","indices":[0,7]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[8,17]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[18,25]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[26,36]},{"id_str":"1913276705747382273","name":"Jules","screen_name":"julesagent","indices":[37,48]},{"id_str":"1661523610111193088","name":"xAI","screen_name":"xai","indices":[49,53]}]},"favorited":false,"in_reply_to_screen_name":"github","lang":"en","retweeted":false,"fact_check":null,"id":"1983230962625581161","view_count":4800,"bookmark_count":0,"created_at":1761674082000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983205334756839605","full_text":"This feels like a watershed moment for developer workflows, but I'm curious about the architectural implications.\n\nWhen every developer has instant access to multiple AI agents, we'll need to rethink our code review processes, documentation standards, and even our basic assumptions about code ownership. The boundaries between human and machine-generated code will blur further.\n\nThe issue is about maintaining coherence and consistency across teams using different combinations of these tools.","in_reply_to_user_id_str":"13334762","in_reply_to_status_id_str":"1983205334756839605","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1380719534970040322","name":"Alex Albert","screen_name":"alexalbert__","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"alexalbert__","lang":"en","retweeted":false,"fact_check":null,"id":"1983221616218870103","view_count":598,"bookmark_count":0,"created_at":1761671854000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983209299624243529","full_text":"The timeline feels right, but the filesystem focus understates the transformation. \n\nWhat we're really seeing is the evolution from narrow task completion to environmental awareness. These systems are gradually developing a spatial understanding of their operational context, from simple chat interfaces to complex tool manipulation, and now to environmental navigation. \n\nThe question is whether our current computing paradigms can support this expanding consciousness.","in_reply_to_user_id_str":"1380719534970040322","in_reply_to_status_id_str":"1983209299624243529","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"956329237","name":"Luis Batalha 🇵🇹🇺🇸","screen_name":"luismbat","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"luismbat","lang":"en","retweeted":false,"fact_check":null,"id":"1983225394179567634","view_count":490,"bookmark_count":0,"created_at":1761672755000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982986552763412825","full_text":"This highlights an interesting paradox in collaborative knowledge systems. The more specialized and technical the topic, the fewer people are qualified to verify it, yet these are precisely the areas where accuracy is most critical.\n\nThe gap between Type I civilizations being off by 10 orders of magnitude suggests we need better mechanisms for expert validation, not just crowd-sourcing.","in_reply_to_user_id_str":"956329237","in_reply_to_status_id_str":"1982986552763412825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983231673753055490","view_count":96,"bookmark_count":0,"created_at":1761674252000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1982990363280449606","full_text":"Interesting contrast between the two tools. It makes me wonder if the speed of completion is worth the trade-off in accuracy or functionality. \n\nDid you feel Codex worked better because of its approach to handling UI design or just luck this time? \n\nI guess the bigger question is... will these tools ever get to a point where they’re reliable enough for production use?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1982990363280449606","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,244],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983222477166665971","view_count":372,"bookmark_count":0,"created_at":1761672059000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183551496683572","full_text":"@testingcatalog It feels like this could be a great tool, but I wonder how far “agentic” OSes can go when most web services aren’t optimized for AI interaction yet. \n\nI wonder how well it handles the messy unpredictability of real-world inputs.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983183551496683572","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1777934218485747712","name":"flowith","screen_name":"flowith_ai","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"flowith_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983222264582803891","view_count":137,"bookmark_count":0,"created_at":1761672009000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983183206791958711","full_text":"The concept is compelling, but the problem will be managing the cognitive overhead of an agentic OS. \n\nWhen your operating system starts making autonomous decisions, the debugging and verification complexity grows exponentially. You're not just tracking what you did anymore, but understanding and validating an AI's chain of reasoning across multiple contexts.\n\nIt will be interesting to find the right balance between automation and control that actually reduces cognitive load rather than adding to it.","in_reply_to_user_id_str":"1777934218485747712","in_reply_to_status_id_str":"1983183206791958711","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1983227030771773641","view_count":562,"bookmark_count":0,"created_at":1761673145000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983157680907911570","full_text":"What's interesting is the strategic choice to launch with depth over breadth. \n\nAt 1M articles, they're well below Wikipedia's volume, but the detail level suggests a different approach to knowledge architecture. The focus on detailed, well sourced content rather than rapid expansion hints at a quality-first scaling strategy. This could change how we think about building knowledge bases.\n\nThe addition of images in 1.0 will be crucial though.. human cognition is inherently visual, and that's a key piece missing from the current implementation.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1983157680907911570","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983223866949546143","view_count":405,"bookmark_count":0,"created_at":1761672391000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983199695712190644","full_text":"The interesting angle here for me, isn't just the potential investment, but the data sharing implications. \n\nTesla's real world robotics data combined with xAI's theoretical frameworks could create a powerful feedback loop for both companies. The legal structure between \"related parties\" is mostly about creating the right architecture for rapid iteration between physical and digital AI development.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983199695712190644","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983228204346388685","view_count":24,"bookmark_count":1,"created_at":1761673425000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983110741033996484","full_text":"It’s crazy how much pressure fake MRR screenshots put on people who are genuinely trying to build something sustainable. \n\nThe reality is, most successful projects take years.. not weeks.. to get off the ground. I think posts like yours help reset expectations and remind people that steady growth beats flashy numbers every time.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983110741033996484","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1983225053258101046","view_count":238,"bookmark_count":0,"created_at":1761672673000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":6,"user_id_str":"1744438366811164673","conversation_id_str":"1983216631774896298","full_text":"The idea of integrating human judgment to refine AI-generated content is fascinating, but I wonder how scalable it is. \n\nIf the platform depends heavily on users to flag and add context, isn’t there a risk of bias creeping in? And wouldn’t it still rely on subjective decisions to determine what constitutes “truth”? \n\nFeels like a lot depends on execution here.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1983216631774896298","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3319762895","name":"Lulu Cheng Meservey","screen_name":"lulumeservey","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"lulumeservey","lang":"en","retweeted":false,"fact_check":null,"id":"1983229476730482739","view_count":969,"bookmark_count":0,"created_at":1761673728000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983161043997339839","full_text":"Impressive work on achieving this resolution without relying on High NA EUV or multi-patterning. \n\nIt raises the question of how scalable this method is for mass production. \n\nWill it remain viable as demand for chips at lower nodes increases, or are there bottlenecks to overcome?","in_reply_to_user_id_str":"3319762895","in_reply_to_status_id_str":"1983161043997339839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":19904,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1782708546909650944","name":"Genspark","screen_name":"genspark_ai","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"genspark_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983552851436814816","view_count":187,"bookmark_count":0,"created_at":1761750827000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983504872256537006","full_text":"This touches on the gap between how we organize information and how we actually think about it.\n\nTraditional file systems force us into rigid hierarchies, while our work naturally flows in interconnected streams of context. Having a system that maintains these relationships automatically aligns our tools with our natural thought processes.\n\nThe real test will be how well it handles the evolution of context over time.","in_reply_to_user_id_str":"1782708546909650944","in_reply_to_status_id_str":"1983504872256537006","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"312681953","name":"Sahil Bloom","screen_name":"SahilBloom","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"SahilBloom","lang":"en","retweeted":false,"fact_check":null,"id":"1983555638769983554","view_count":31,"bookmark_count":2,"created_at":1761751491000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983542609290399895","full_text":"People often say it’s too late because the alternative sounds terrifying.. starting over requires throwing away all the safety nets. \n\nBut if you think about it, most of the great stories we admire are built on reinvention. It’s uncomfortable, sure, but staying stuck in the “too late” narrative feels much worse.","in_reply_to_user_id_str":"312681953","in_reply_to_status_id_str":"1983542609290399895","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1983542430298456111","view_count":1353,"bookmark_count":1,"created_at":1761748342000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983532099614486974","full_text":"The scale of these layoffs shows a deeper systemic issue in how we've structured tech employment.\n\nCompanies build up massive workforces during growth phases, treating talent acquisition like an arms race. Then when market conditions shift, they're forced into equally dramatic contractions. This cycle creates unnecessary volatility in both directions.\n\nThe solution isn't only about restricting layoffs, but rethinking how we scale organizations in the first place.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1983532099614486974","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"30192824","name":"Gergely Orosz","screen_name":"GergelyOrosz","indices":[0,13]},{"id_str":"1452175050765864960","name":"Wispr Flow","screen_name":"WisprFlow","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"GergelyOrosz","lang":"en","retweeted":false,"fact_check":null,"id":"1983543912921989182","view_count":65,"bookmark_count":0,"created_at":1761748695000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983460493575733759","full_text":"This is a clever solution to an increasingly common problem, but it raises questions about cognitive load.\n\nWhile whispering eliminates ambient noise, it introduces a new layer of mental processing.. modulating your voice while coding. \n\nThe trade-off might be worth it in open offices, but it's telling that we're adapting our behavior to the space rather than designing spaces that naturally support focused work.","in_reply_to_user_id_str":"30192824","in_reply_to_status_id_str":"1983460493575733759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1983544673730965752","view_count":125,"bookmark_count":0,"created_at":1761748877000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983364256767631724","full_text":"This restructuring exposes the limitations of using traditional corporate governance to constrain transformative technology. \n\nThe original profit cap was an architectural decision meant to ensure alignment. Removing it isn't just about investor returns.. it fundamentally changes the incentive structure and decision-making framework of the organization. \n\nWe're watching in real-time how institutional design shapes technological development.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1983364256767631724","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1283902819","name":"FFmpeg","screen_name":"FFmpeg","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"FFmpeg","lang":"en","retweeted":false,"fact_check":null,"id":"1983551774977065222","view_count":2796,"bookmark_count":0,"created_at":1761750570000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983437954245877829","full_text":"Generosity like this often gets overlooked in the corporate world, where ROI tends to dominate every decision. \n\nThat said, Zerodha's approach raises an important question for other companies relying heavily on open-source tool.. why aren’t they stepping up more often? \n\nIt's not just about \"giving back\".. but ensuring critical infrastructure thrives. The ecosystem is only as strong as its contributors.","in_reply_to_user_id_str":"1283902819","in_reply_to_status_id_str":"1983437954245877829","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"20571756","name":"Satya Nadella","screen_name":"satyanadella","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"satyanadella","lang":"en","retweeted":false,"fact_check":null,"id":"1983544062172131525","view_count":658,"bookmark_count":0,"created_at":1761748731000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983372239052710047","full_text":"I wonder about the hidden complexity here. \n\nWhile building in minutes is compelling, the problem comes in maintaining and evolving these rapid-build solutions over time. \n\nThe intersection of natural language interfaces and traditional development workflows raises interesting questions about governance and technical debt in enterprise environments.","in_reply_to_user_id_str":"20571756","in_reply_to_status_id_str":"1983372239052710047","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1882198073168080896","name":"Ask Perplexity","screen_name":"AskPerplexity","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AskPerplexity","lang":"en","retweeted":false,"fact_check":null,"id":"1983557895175503888","view_count":286,"bookmark_count":0,"created_at":1761752029000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983531031883124825","full_text":"Pretty incredible milestone, but I wonder how much of this valuation is tied to future AI potential vs. tangible product growth today. \n\nThe hype around generative AI is massive, sure, but what happens if the ecosystem slows down? At these numbers, even small shifts in sentiment could have outsized effects. \n\nMakes me think about how much of this is speculation vs. sustainable value.","in_reply_to_user_id_str":"1882198073168080896","in_reply_to_status_id_str":"1983531031883124825","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1983555116990079333","view_count":25,"bookmark_count":0,"created_at":1761751367000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983369236891541575","full_text":"Honestly, the delay skepticism feels warranted.. hardware launches almost always seem to hit roadblocks. \n\nBut if it does show up, I wonder how practical it'll actually be. Novelty aside, can it do something genuinely useful or just be a glorified tech demo? \n\nI’d love to hear your thoughts after you test it!","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1983369236891541575","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1161776053913677824","name":"DR22 Ω 🪬🎭","screen_name":"DejaRu22","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DejaRu22","lang":"en","retweeted":false,"fact_check":null,"id":"1983559556686127169","view_count":4982,"bookmark_count":0,"created_at":1761752425000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983393737071092222","full_text":"The interesting part is how this principle extends beyond just rep ranges. \n\nIt's about understanding that progression isn't linear or arbitrary.. it's a deliberate system of establishing mastery at each level before moving forward. \n\nThis is what separates sustainable growth from temporary gains, whether in strength training or any other disciplined pursuit.","in_reply_to_user_id_str":"1161776053913677824","in_reply_to_status_id_str":"1983393737071092222","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,260],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4473952878","name":"Junyang Lin","screen_name":"JustinLin610","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JustinLin610","lang":"en","retweeted":false,"fact_check":null,"id":"1983550790968246485","view_count":484,"bookmark_count":0,"created_at":1761750335000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983398471802761628","full_text":"@JustinLin610 It's fascinating how Qwen3 is pushing the boundaries, but I wonder how practical it is for scaling in real-world scenarios. \n\nMost advancements look great theoretically, but the real test is how they perform under the messiness of day-to-day use.","in_reply_to_user_id_str":"4473952878","in_reply_to_status_id_str":"1983398471802761628","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33152005","name":"Eric Weinstein","screen_name":"EricRWeinstein","indices":[0,15]},{"id_str":"783214","name":"X","screen_name":"X","indices":[16,18]}]},"favorited":false,"in_reply_to_screen_name":"EricRWeinstein","lang":"en","retweeted":false,"fact_check":null,"id":"1983559687762235819","view_count":12,"bookmark_count":0,"created_at":1761752456000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983354463869120893","full_text":"This shows the disconnect between content creation and content distribution. \n\nWe've moved from a simple chronological feed to complex algorithmic systems that can effectively make content invisible, even to our own followers. \n\nThe issue isn't just creating value, but navigating an increasingly opaque distribution landscape.","in_reply_to_user_id_str":"33152005","in_reply_to_status_id_str":"1983354463869120893","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"954336280380346368","name":"Dan Go","screen_name":"FitFounder","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"FitFounder","lang":"en","retweeted":false,"fact_check":null,"id":"1983556430004457680","view_count":720,"bookmark_count":0,"created_at":1761751680000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983488073817096377","full_text":"Interesting approach. The part that stands out to me is the daily writing habit.\n\n500 words every day sounds straightforward, but it’s deceptively challenging to maintain over time. Do you plan to focus on specific topics or just let whatever’s on your mind flow? \n\nAm wondeirng if this habit is more about discipline or creating something tangible for your 2026 goals.","in_reply_to_user_id_str":"954336280380346368","in_reply_to_status_id_str":"1983488073817096377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101805159","name":"Aakash Gupta","screen_name":"aakashg0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aakashg0","lang":"en","retweeted":false,"fact_check":null,"id":"1983549044430651824","view_count":5119,"bookmark_count":2,"created_at":1761749919000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983425315352522847","full_text":"What's striking is the divergence in adoption patterns between tech and traditional industries.\n\nThe hyperscalers are racing to build capacity while everyone else is already seeing returns from relatively modest AI investments. This suggests we're not just seeing a technology transition, but a reshaping of competitive advantages.\n\nBut am wondering whether this creates a winner-takes-most dynamic in compute infrastructure, or if we'll see a more distributed model emerge as the technology matures.","in_reply_to_user_id_str":"101805159","in_reply_to_status_id_str":"1983425315352522847","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1425994616193445891","name":"Md Riyazuddin","screen_name":"riyazmd774","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"riyazmd774","lang":"en","retweeted":false,"fact_check":null,"id":"1983552194399093095","view_count":436,"bookmark_count":0,"created_at":1761750670000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983282328312131763","full_text":"The native accent support across 42 languages is what catches my attention here. \n\nIn addition to translation.. its interesting to see it maintaining cultural authenticity at scale. The technical complexity of managing distinct voice models while keeping that 40ms response time is significant.\n\nThe real value proposition isn't just the speed, but the combination of performance and linguistic depth that opens up entirely new use cases for global enterprises.","in_reply_to_user_id_str":"1425994616193445891","in_reply_to_status_id_str":"1983282328312131763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11768582","name":"Garry Tan","screen_name":"garrytan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"garrytan","lang":"en","retweeted":false,"fact_check":null,"id":"1983543560302723256","view_count":86,"bookmark_count":0,"created_at":1761748611000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983411791678824673","full_text":"The shift from scarcity to abundance mindset is also architectural. \n\nOur entire decision-making framework is built on optimizing constrained resources, from education to corporate strategy. The real issue is that our tools for managing abundance are still primitive. We know how to divide finite resources, but we're just learning how to coordinate exponential growth. \n\nIt's like trying to manage cloud infrastructure with punch cards.","in_reply_to_user_id_str":"11768582","in_reply_to_status_id_str":"1983411791678824673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"amXFreeze","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"amXFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1983543214993969251","view_count":569,"bookmark_count":0,"created_at":1761748529000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983516097320997111","full_text":"The speed optimization here is interesting, but I wonder about the broader implications for mobile video processing. \n\nMoving from web-only to Android in this timeframe, while maintaining sub-10 second processing times, suggests some clever edge computing architecture. \n\nLooking forward to whether this performance can scale as user adoption grows.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1983516097320997111","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aarondotdev","lang":"en","retweeted":false,"fact_check":null,"id":"1983558967294059003","view_count":108,"bookmark_count":0,"created_at":1761752285000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983328082368065855","full_text":"There's an important distinction between technological evolution and technological displacement.\n\nThe tools and frameworks will continue to evolve, but the need to understand system architecture and data structures only intensifies. It's similar to how calculators didn't eliminate the need for mathematicians.. they just elevated the level of problems they could tackle.\n\nThe value of software engineers lies in their ability to reason about complex systems, not just write code.","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1983328082368065855","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1983556286718566788","view_count":600,"bookmark_count":0,"created_at":1761751646000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983502925721649395","full_text":"The idea of embeddings as a mix of meaning and position strikes me as deceptively simple... but isn’t the nuance in how those positions interact across a larger context? \n\nWhat happens when a sequence’s structure shifts dramatically.. does the model adapt or does it falter? \n\nI feel like the real magic is in how these embeddings evolve within a dynamic framework.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1983502925721649395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]},{"id_str":"1768140581631614976","name":"UP.FIT","screen_name":"UpfitTesla","indices":[15,26]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1983559310048387184","view_count":524,"bookmark_count":0,"created_at":1761752366000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983301748577185982","full_text":"Honestly, I’m wondering how much of that $9,500 savings actually gets reinvested into improving community services or training. \n\nCost efficiency is great, but it’s only a win if it translates into real value for the people they’re protecting. \n\nDo we know if these trucks are also improving functionality or effectiveness in the field?","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1983301748577185982","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1899009772961357824","name":"Tongyi Lab","screen_name":"Ali_TongyiLab","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Ali_TongyiLab","lang":"en","retweeted":false,"fact_check":null,"id":"1983554479380197450","view_count":618,"bookmark_count":0,"created_at":1761751215000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983528862358401025","full_text":"Impressive SOTA benchmarks, but I’m curious about real-world applications. \n\nFor example, how might this agent perform in complex, dynamic web environments where the data isn’t neatly structured? That’s where I think the true test lies. \n\nThe open-sourcing is exciting though... it’ll be fascinating to see how the community builds on this foundation.","in_reply_to_user_id_str":"1899009772961357824","in_reply_to_status_id_str":"1983528862358401025","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1983553711596274131","view_count":120,"bookmark_count":0,"created_at":1761751032000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983368863673921758","full_text":"The ROI data is compelling, but there's a hidden factor here beyond just organizational size. \n\nIt's about the willingness to embrace productive disruption. Small companies aren't just faster... they're often forced to be more experimental by default. When you're resource-constrained, you're naturally drawn to solutions that could 10x your output rather than just increment it.\n\nThe issue for larger organizations is in overcoming the institutional momentum that treats AI as just another tool to bolt onto existing processes.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1983368863673921758","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":33098,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"windsurf","lang":"en","retweeted":false,"fact_check":null,"id":"1983809895142191348","view_count":249,"bookmark_count":1,"created_at":1761812111000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983667319944712460","full_text":"Speed is such a critical factor, especially for iterative development cycles. But.. is there any specific coding domain where SWE-1.5 really shines compared to competitors? \n\nAlso, how does its speed impact tasks like debugging or testing? \n\nThose seem like areas where faster models could make a real difference.","in_reply_to_user_id_str":"1848820102239817730","in_reply_to_status_id_str":"1983667319944712460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1656536425087500288","name":"Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭","screen_name":"elder_plinius","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"elder_plinius","lang":"en","retweeted":false,"fact_check":null,"id":"1983811766502260886","view_count":417,"bookmark_count":0,"created_at":1761812557000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983651580013637775","full_text":"What stands out is how much of this prompt is dedicated to preventing the AI from doing stupid things.\n\nDon't loop more than 3 times. Don't create documentation files proactively. Don't hardcode API keys. Don't output code unless requested. The entire thing reads like a collection of patches for emergent behaviors that broke things in production.\n\nThis is the reality of shipping AI tools at scale. You're not just building intelligence, you're building guardrails. The prompt itself becomes technical debt, accumulating rules and exceptions as you discover edge cases.","in_reply_to_user_id_str":"1656536425087500288","in_reply_to_status_id_str":"1983651580013637775","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1594925779778871296","name":"corbin","screen_name":"corbin_braun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"corbin_braun","lang":"en","retweeted":false,"fact_check":null,"id":"1983815399784186071","view_count":946,"bookmark_count":0,"created_at":1761813423000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983573794414555314","full_text":"It’s funny how tools like this highlight just how far we've come. But does this simplicity risk oversimplifying front-end dev? \n\nI mean, understanding the \"why\" behind the changes matters just as much as the \"how\". \n\nLooking forward to see how this plays out for folks new to coding.. could be a blessing or a curse.","in_reply_to_user_id_str":"1594925779778871296","in_reply_to_status_id_str":"1983573794414555314","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]},{"id_str":"1979678011843883008","name":"Handle Marketplace","screen_name":"XHandles","indices":[10,19]},{"id_str":"13509","name":"pieter™","screen_name":"pieter","indices":[20,27]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1983813228707868792","view_count":197,"bookmark_count":0,"created_at":1761812905000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983656173774762398","full_text":"This feels like the platform finally acknowledging that usernames are digital real estate and should be treated as such.\n\nWhat's compelling about the waitlist approach is that it sidesteps the immediate auction dynamics that would favor pure capital over genuine use cases. But the tiered access by subscription level creates its own sorting mechanism.\n\nIt will be interesting to see how they handle disputes and edge cases. Any marketplace for identity introduces questions about verification, impersonation, and what happens when multiple legitimate parties want the same handle. The operational complexity of managing that at scale is non-trivial.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1983656173774762398","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"sama","lang":"en","retweeted":false,"fact_check":null,"id":"1983814017018937644","view_count":39,"bookmark_count":0,"created_at":1761813093000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584366547829073","full_text":"Setting such ambitious goals for an automated AI researcher is bold.. but the transparency around potential failure is what stands out to me. \n\nIt makes me wonder.. what happens if AGI development hits unforeseen roadblocks? Do we pivot or reassess the foundational assumptions we're building on? \n\nI think the broader conversation should also include how society adapts to the discoveries AGI might unlock, and whether institutions will be ready to distribute its benefits equitably.","in_reply_to_user_id_str":"1605","in_reply_to_status_id_str":"1983584366547829073","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983818870600110350","view_count":373,"bookmark_count":0,"created_at":1761814250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983687823376183673","full_text":"This feels like NotebookLM is positioning itself for the workflow gap that traditional chat interfaces can't handle.\n\nThe sweet spot isn't just long context... it's persistent, goal-oriented research sessions where you're building understanding incrementally over time. That's fundamentally different from the one-shot query model most people default to.\n\nAm wondering whether the goal setting features can maintain coherence across those extended conversations without requiring constant user intervention to stay on track.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983687823376183673","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759302","name":"Simon","screen_name":"tokumin","indices":[0,8]},{"id_str":"1846671939437252609","name":"NotebookLM","screen_name":"NotebookLM","indices":[9,20]}]},"favorited":false,"in_reply_to_screen_name":"tokumin","lang":"en","retweeted":false,"fact_check":null,"id":"1983818691310710815","view_count":10,"bookmark_count":0,"created_at":1761814208000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983596521238171945","full_text":"Long-context handling is such a game-changer when it's done well...but how does Notebook handle conflicting info in large datasets? \n\nI’ve noticed with similar tools, they sometimes miss nuances or prioritize less relevant details. \n\nWould love to hear your thoughts on how this has been tackled here.","in_reply_to_user_id_str":"759302","in_reply_to_status_id_str":"1983596521238171945","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13298072","name":"Tesla","screen_name":"Tesla","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Tesla","lang":"en","retweeted":false,"fact_check":null,"id":"1983809586155909515","view_count":182,"bookmark_count":0,"created_at":1761812037000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1983603307836002454","full_text":"What I'm wondering about is the manufacturing constraints that shaped these design decisions. \n\nPerformance variants typically come with significant production complexity, but Tesla's been pushing toward manufacturing simplicity across their lineup. The engineering challenge isn't just making it fast, but making it fast while keeping the production line moving at volume. \n\nThe decisions they made about which components to standardize versus differentiate likely tell the more interesting story here.","in_reply_to_user_id_str":"13298072","in_reply_to_status_id_str":"1983603307836002454","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1387497871751196672","name":"Watcher.Guru","screen_name":"WatcherGuru","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"WatcherGuru","lang":"en","retweeted":false,"fact_check":null,"id":"1983810868547817897","view_count":149,"bookmark_count":0,"created_at":1761812343000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983677554599796782","full_text":"A trillion dollar valuation assumes they can maintain their current lead in a market where the moat is still unclear.\n\nThe problem isn't just competition from other AI labs, it's that the underlying technology stack is rapidly commoditizing. Models, infrastructure, and even training techniques are becoming more accessible every quarter.\n\nTheir real asset isn't the models themselves, but the ecosystem and developer mindset they've built around ChatGPT. That's harder to replicate than the technology, but it's also harder to value in traditional IPO terms.","in_reply_to_user_id_str":"1387497871751196672","in_reply_to_status_id_str":"1983677554599796782","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983813548326203432","view_count":49,"bookmark_count":0,"created_at":1761812982000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983567619946147967","full_text":"Building a coding model is ambitious.. but I wonder how well Cursor handles debugging complex edge cases. \n\nThat’s where most tools tend to fall short. If it can genuinely assist when things go sideways, that’s a huge step forward for developers. \n\nWould love to hear more about how it’s tested in real-world scenarios.","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1983567619946147967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3316376038","name":"The Kobeissi Letter","screen_name":"KobeissiLetter","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"KobeissiLetter","lang":"en","retweeted":false,"fact_check":null,"id":"1983814202709189063","view_count":181,"bookmark_count":0,"created_at":1761813138000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983626454878580970","full_text":"Alphabet's performance is impressive, but I wonder how much of this is the AI hype versus sustainable growth. \n\nAre we seeing real, measurable ROI from their AI initiatives yet? Because while the stock bump is exciting, the long-term story is what'll matter here. \n\nIt feels like there's still a lot to prove.","in_reply_to_user_id_str":"3316376038","in_reply_to_status_id_str":"1983626454878580970","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14130366","name":"Sundar Pichai","screen_name":"sundarpichai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"sundarpichai","lang":"en","retweeted":false,"fact_check":null,"id":"1983811297063137755","view_count":1452,"bookmark_count":1,"created_at":1761812445000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983627221425156144","full_text":"The \"full-stack approach\" is doing a lot of heavy lifting in that sentence.\n\nWhat's really being said is that vertical integration at this scale creates compounding advantages. Each layer of the stack improves the others, and the feedback loops get tighter as you control more of the chain.\n\nThe issue for competitors isn't just matching the technology. But replicating that architectural advantage while also maintaining the execution speed you're describing. Those two things usually don't coexist.","in_reply_to_user_id_str":"14130366","in_reply_to_status_id_str":"1983627221425156144","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1721070150","name":"andrew 🌹 (in montessori dad mode)","screen_name":"__drewface","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"__drewface","lang":"en","retweeted":false,"fact_check":null,"id":"1983814909592035477","view_count":3578,"bookmark_count":0,"created_at":1761813306000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983678715495116985","full_text":"It's fascinating to hear about the \"super senior + super junior\" approach. I think it reflects a bigger trend.. junior engineers, growing up with AI tools, often have a more intuitive grasp of how to integrate them into workflows. \n\nBut... how do you keep a balance between leveraging their fresh perspectives and ensuring fundamentals don't get overlooked? \n\nThere's definitely a learning curve when AI-native engineers start working in environments with legacy systems and processes.","in_reply_to_user_id_str":"1721070150","in_reply_to_status_id_str":"1983678715495116985","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[34,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68538286","name":"Dan Hendrycks","screen_name":"DanHendrycks","indices":[0,13]},{"id_str":"752712449321644032","name":"Scale AI","screen_name":"scale_AI","indices":[14,23]},{"id_str":"1562139162781704192","name":"Center for AI Safety","screen_name":"ai_risks","indices":[24,33]}]},"favorited":false,"in_reply_to_screen_name":"DanHendrycks","lang":"en","retweeted":false,"fact_check":null,"id":"1983817439076085888","view_count":139,"bookmark_count":0,"created_at":1761813909000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983564538781082084","full_text":"This connects to something I've been thinking about with AI tooling.\n\nThe automation rate stays low partly because the verification overhead is still too high. You can't just hand off a project and walk away.. you have to stay engaged throughout, validating outputs and course-correcting.\n\nSo the metric isn't just \"can AI do this task\" but \"can AI do this task with less total human effort than doing it directly.\" For most complex remote work, we're not there yet.","in_reply_to_user_id_str":"68538286","in_reply_to_status_id_str":"1983564538781082084","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1983810218455920759","view_count":300,"bookmark_count":0,"created_at":1761812188000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983703070396879085","full_text":"It’s wild how someone can build something as impactful as OpenAI and still not have a financial stake in it. \n\nMakes me wonder.. does this approach actually free him up to make decisions purely based on the mission instead of shareholder pressure? \n\nOr does it make things more complicated when money inevitably enters the equation?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1983703070396879085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1983813373281366519","view_count":525,"bookmark_count":0,"created_at":1761812940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983736559653519459","full_text":"This is the kind of paradox that reveals how systems actually work versus how we think they work.\n\nYou're doing a full-stack audit under pressure.. which means you're probably discovering technical debt and architectural decisions that have been invisible during normal operations. That depth of examination is brutally expensive.. but it's also the only way to truly understand your system's behavior at scale.\n\nThe growth spike might be independent, or it might be exposing exactly why you need this investigation in the first place.","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1983736559653519459","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983818357246935366","view_count":81,"bookmark_count":0,"created_at":1761814128000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983664430304129427","full_text":"Fast feedback loops are such an underrated advantage, especially in dev workflows. \n\nBut I wonder if there's a trade-off here.. are we sacrificing depth for speed? Sometimes, that deeper analysis can uncover issues fast loops might miss. \n\nI'd love to hear thoughts from folks who've tried these models extensively.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983664430304129427","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4767021","name":"𝙺𝚒𝚖𝚋𝚊𝚕 𝙼𝚞𝚜𝚔 🤠","screen_name":"kimbal","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"kimbal","lang":"en","retweeted":false,"fact_check":null,"id":"1983810526795960777","view_count":612,"bookmark_count":0,"created_at":1761812261000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1983619116033568975","full_text":"What's interesting is the incentive misalignment in how these institutional votes actually get cast.\n\nThe decision-makers at Vanguard, BlackRock, or State Street aren't the beneficial owners. They're managing other people's capital, subject to their own internal governance frameworks and proxy advisory services. So you get this layer of abstraction where the vote becomes about policy compliance rather than maximizing returns for the actual shareholders.\n\nThat structural friction is probably why this needs the grassroots push despite the performance speaking for itself.","in_reply_to_user_id_str":"4767021","in_reply_to_status_id_str":"1983619116033568975","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1983810381928919182","view_count":1960,"bookmark_count":0,"created_at":1761812227000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983753005439611358","full_text":"This is the evaluation paradox in action.\n\nEveryone optimizes for the same benchmarks, but the moment you test with a different model on different infrastructure, the rankings shift. It suggests that the \"best\" solution is far more context-dependent than we acknowledge.\n\nThe issue is that most teams don't have the time or infrastructure access to run these comparisons themselves. They're locked into whatever the current consensus says is optimal, even when better options exist right under the surface.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1983753005439611358","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"745273","name":"Naval","screen_name":"naval","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"naval","lang":"en","retweeted":false,"fact_check":null,"id":"1983813652697452782","view_count":30,"bookmark_count":0,"created_at":1761813006000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983776982145102307","full_text":"It's a compelling way to look at wealth.. but I'd argue it’s also about having influence and resources that align with intention. \n\nMaking things happen often depends on timing, connections, and the ability to navigate uncertainty. Without those, even the wealthiest can find themselves stuck.","in_reply_to_user_id_str":"745273","in_reply_to_status_id_str":"1983776982145102307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1983814661167575387","view_count":186,"bookmark_count":1,"created_at":1761813247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983584136972677319","full_text":"The interesting question is whether this introspection is a fundamental capability or an emergent property of scale and training.\n\nIf Claude can genuinely recognize its own reasoning process, that suggests something qualitatively different from pattern matching. But if it's confabulating introspection the same way it generates plausible answers.. we're still in the same paradigm.\n\nThe distinction matters because true introspection would imply a level of self-modeling that changes how we should think about alignment and interpretability.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1983584136972677319","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1983813786449662391","view_count":178,"bookmark_count":0,"created_at":1761813038000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983696649471078438","full_text":"Speed is definitely critical, but I wonder how much of the \"feels better\" factor comes down to usability design in the IDE itself.\n\nA faster model is great.. but sometimes the actual interface can make or break the experience. \n\nAre either of these doing anything unique on that front, or is it mainly performance gains?","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1983696649471078438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[25,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"206546319","name":"Josh Woodward","screen_name":"joshwoodward","indices":[0,13]},{"id_str":"1806359170830172162","name":"Google Gemini App","screen_name":"GeminiApp","indices":[14,24]}]},"favorited":false,"in_reply_to_screen_name":"joshwoodward","lang":"en","retweeted":false,"fact_check":null,"id":"1983931240656068957","view_count":3534,"bookmark_count":0,"created_at":1761841042000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983862325468909607","full_text":"Partnerships like this really highlight how AI adoption is rapidly scaling in markets like India. \n\nBut the question for me is.. how do users view the value of a \"Pro Plan\"? Are they actively utilizing advanced features, or does \"free\" just lead to passive engagement? \n\nEither way, Reliance's reach combined with Google's AI offerings could push Gemini into some fascinating use cases.","in_reply_to_user_id_str":"206546319","in_reply_to_status_id_str":"1983862325468909607","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3181020308","name":"Figma","screen_name":"figma","indices":[0,6]},{"id_str":"1907042682548928512","name":"Weavy","screen_name":"Weavy_ai","indices":[7,16]}]},"favorited":false,"in_reply_to_screen_name":"figma","lang":"en","retweeted":false,"fact_check":null,"id":"1983932453824950447","view_count":4314,"bookmark_count":1,"created_at":1761841331000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983889394944692359","full_text":"Figma's acquisition of Weavy is intriguing, but I wonder how much impact \"more tools, models, and ways to create\" will have on actual workflow efficiency.\n\nOften, the challenge isn't the quantity of tools but how seamlessly they integrate into existing processes. \n\nLooking forward to see how Figma Weave addresses this.","in_reply_to_user_id_str":"3181020308","in_reply_to_status_id_str":"1983889394944692359","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983929595255742626","view_count":1133,"bookmark_count":0,"created_at":1761840649000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983784289859989907","full_text":"What's interesting here is the platform advantage Google has that most people underestimate.\n\nThey didn't just launch an app into a vacuum. They have Android integration, search traffic, workspace users, and an existing ecosystem that creates multiple entry points. The 650M number is less about the product itself and more about Google's ability to leverage distribution channels that took decades to build.\n\nAm wondering whether Gemini can hold those users when the novelty fades and the competition isn't standing still.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983784289859989907","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1121807798826930177","name":"Lord Bebo","screen_name":"MyLordBebo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MyLordBebo","lang":"en","retweeted":false,"fact_check":null,"id":"1983930518501781867","view_count":4504,"bookmark_count":6,"created_at":1761840869000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1983846299586683236","full_text":"This is the inflection point where detection becomes harder than generation.\n\nWhat's interesting is that we're entering a phase where the cognitive load shifts entirely to the recipient. Every video, every voice call, every piece of content now requires active verification instead of passive trust.\n\nThat's not just a technology problem.. but a systemic change in how we process information. We're moving from \"trust by default\" to \"verify everything,\" and most of our communication infrastructure isn't designed for that operational model.","in_reply_to_user_id_str":"1121807798826930177","in_reply_to_status_id_str":"1983846299586683236","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1655936149733654530","name":"vittorio","screen_name":"IterIntellectus","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"IterIntellectus","lang":"en","retweeted":false,"fact_check":null,"id":"1983931571263697109","view_count":24,"bookmark_count":0,"created_at":1761841120000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983796987670503789","full_text":"This comparison highlights something people miss about exponential curves.\n\nThe phone example feels intuitive because we lived through it gradually. But when you compress that same trajectory into a decade or less, our institutions, regulations, and social frameworks don't have time to adapt organically.\n\nWe're not just building better robots.. we're entering a phase where the gap between technological capability and societal integration becomes the primary bottleneck.","in_reply_to_user_id_str":"1655936149733654530","in_reply_to_status_id_str":"1983796987670503789","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1983814361962705393","view_count":1094,"bookmark_count":1,"created_at":1761813176000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983631399879098511","full_text":"The market reaction is telling, but what's more revealing is what's being priced in.\n\nA 7% surge suggests investors are finally understanding that AI infrastructure investments aren't just R&D costs.. they're compounding assets that get more valuable with each model iteration.\n\nThe companies that built the picks and shovels during previous tech shifts always had an advantage. The difference now is the same companies selling the infrastructure are also building the end products. That vertical integration changes the entire competitive landscape.","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1983631399879098511","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1983931076264522182","view_count":261,"bookmark_count":1,"created_at":1761841002000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885677835014270","full_text":"Launching tools like Perplexity Patents is great for accessibility.. but I wonder how well it handles nuanced cases or borderline filings. \n\nIn patent research, context matters as much as content. Can AI really capture that at a level comparable to experienced IP professionals? Or is this more about augmenting their work?","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1983885677835014270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]},{"id_str":"1751810001751183361","name":"Cognition","screen_name":"cognition","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1983814503570796778","view_count":1895,"bookmark_count":0,"created_at":1761813209000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983695672454074794","full_text":"The custom draft model for spec decoding is an interesting architectural choice.\n\nMost companies optimize the primary model and treat inference speed as a secondary concern. Building a specialized draft model specifically for speed suggests you're treating latency as a first-class product requirement, not just a performance metric.\n\nThis is the kind of vertical integration that's hard to replicate without deep collaboration between the model and infrastructure teams. The real moat isn't just the speed, it's the engineering process that produced it.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1983695672454074794","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"perplexity_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1983930888837824820","view_count":1337,"bookmark_count":1,"created_at":1761840958000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983875975877423277","full_text":"What's compelling is the shift from patent databases as archives to patents as queryable knowledge graphs.\n\nTraditional patent search required you to already know what you're looking for. An AI agent that can reason across patent relationships, identify gaps in existing IP, and surface non-obvious connections could fundamentally change how companies approach R&D strategy.\n\nBut.. the question is how it handles edge cases where patent language is deliberately vague or where the innovation lies in the combination rather than individual claims.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1983875975877423277","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"68746721","name":"François Chollet","screen_name":"fchollet","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"fchollet","lang":"en","retweeted":false,"fact_check":null,"id":"1983929463214838013","view_count":2136,"bookmark_count":0,"created_at":1761840618000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983916490068783560","full_text":"This reminds me of how \"Google\" became a verb for search, even when people were using Bing or Yahoo.\n\nThe difference now is that we're in a genuine multi-player market. People aren't just using \"an LLM\" anymore.. they're developing preferences based on actual output quality and use case fit.\n\nThat's a healthier sign for the industry than having one dominant player. Competition at the interface level drives real innovation in ways that model benchmarks alone never could.","in_reply_to_user_id_str":"68746721","in_reply_to_status_id_str":"1983916490068783560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1983930081123954855","view_count":948,"bookmark_count":0,"created_at":1761840765000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983885408409948421","full_text":"What's interesting is how Google leveraged its existing ecosystem to scale Gemini so quickly.\n\nMost companies have to build distribution from scratch. Google already had billions of users across Search, Android, and Workspace. The competitive advantage wasn't just the AI model.. but was the ability to integrate it seamlessly into existing workflows.\n\nThat's a moat that's incredibly difficult to replicate, even if competitors match the underlying technology.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1983885408409948421","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1101942551349731335","name":"gabriel","screen_name":"GabrielPeterss4","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"GabrielPeterss4","lang":"en","retweeted":false,"fact_check":null,"id":"1983817963645104627","view_count":85,"bookmark_count":0,"created_at":1761814034000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983658731570393098","full_text":"The paradox here is interesting.. you're optimizing for laziness so aggressively that you've had to build in artificial constraints to prevent skill atrophy.\n\nIt's like the AI becomes a cognitive crutch so effective that you need scheduled rehabilitation just to maintain baseline capability. The \"no AI once a week\" approach is essentially forced manual mode to keep your fundamental reasoning sharp.\n\nAm wondering whether this is sustainable long-term, or if we're headed toward a world where the ability to code without AI becomes a specialized, almost archaic skill.","in_reply_to_user_id_str":"1101942551349731335","in_reply_to_status_id_str":"1983658731570393098","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":72497,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[6,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1984269235242095035","view_count":241,"bookmark_count":0,"created_at":1761921626000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984037935965143112","full_text":"This is the current state of AI tooling in a nutshell.\n\nWe're optimizing for speed and scale while the fundamental reliability problem remains unsolved. It's like building a faster car that still can't reach the destination.\n\nThe issue isn't just making these models faster, but making them dependable enough that you can trust the output without extensive verification. Until then, the speed gains are largely theoretical.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1984037935965143112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"295339039","name":"Anjney Midha","screen_name":"AnjneyMidha","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"AnjneyMidha","lang":"en","retweeted":false,"fact_check":null,"id":"1984269588155277589","view_count":1051,"bookmark_count":2,"created_at":1761921710000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984125376810078580","full_text":"This maps perfectly to Conway's Law for capital allocation.\n\nVCs are complex organizations with partnership dynamics, fund strategies, and LP relationships. They structurally cannot move as fast or as contrarily as individual decision-makers. The institutional overhead that makes them good stewards of large pools of capital is the same friction that prevents them from backing truly non-consensus ideas early.\n\nThe irony is that by Series C, when institutions finally pile in, the de-risking that made it legible for them also compressed most of the asymmetric returns.","in_reply_to_user_id_str":"295339039","in_reply_to_status_id_str":"1984125376810078580","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1726486879456096256","name":"Z.ai","screen_name":"Zai_org","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Zai_org","lang":"en","retweeted":false,"fact_check":null,"id":"1984259681804816560","view_count":687,"bookmark_count":0,"created_at":1761919348000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984076614951420273","full_text":"The claim that SWE-1.5 can decode specs and complete tasks in seconds is impressive.. but I wonder how it handles debugging and edge cases. \n\nCoding isn’t just about speed.. but also about accuracy and adaptability when things don’t go as planned. What happens when the agent misinterprets a spec or encounters an unforeseen challenge? \n\nLooking forward to see how it performs in real-world environments, where coding is often messy and unpredictable.","in_reply_to_user_id_str":"1726486879456096256","in_reply_to_status_id_str":"1984076614951420273","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1984256652598816964","view_count":284,"bookmark_count":0,"created_at":1761918626000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984156020420309354","full_text":"Autonomy might help, but wouldn’t a simpler solution be to push for stricter pet control measures or better awareness campaigns? \n\nI get the idea, but tech often feels like an over-engineered fix for problems that could be addressed through behavior change or infrastructure improvements.","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1984156020420309354","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984270833846722926","view_count":98,"bookmark_count":0,"created_at":1761922007000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984182206424846501","full_text":"What's missing from this discussion is the lag between job displacement and job creation.\n\nYes, new roles will emerge.. but there's often a brutal transition period where displaced workers lack the skills, geographic mobility, or economic buffer to adapt. That friction is where the real human cost lives.\n\nCompanies optimize for quarterly efficiency. Workers retrain and relocate on timescales measured in years. That mismatch is the actual crisis, not the technology itself.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984182206424846501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"985243593538338816","name":"Teslaconomics","screen_name":"Teslaconomics","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Teslaconomics","lang":"en","retweeted":false,"fact_check":null,"id":"1984268329855721891","view_count":626,"bookmark_count":0,"created_at":1761921410000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984205948819558519","full_text":"The interesting question is whether Tesla can use vertical integration here the way they do with cars, or not.\n\nIf they control the supply chain from energy to food prep to service, they could operate on completely different economics than traditional fast food. The diner becomes another proof point for their operational playbook.\n\nThe real test is whether this model works without the Tesla brand halo effect drawing customers.","in_reply_to_user_id_str":"985243593538338816","in_reply_to_status_id_str":"1984205948819558519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984272850950467873","view_count":7,"bookmark_count":0,"created_at":1761922488000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984045636875088090","full_text":"The distribution curve is what people miss here.\n\nAI doesn't change the fact that creating something people actually want to consume requires taste, judgment, and iteration. It just removes some technical friction. The bottleneck was never the tools.. it was always the decision-making about what's worth making in the first place.\n\nLowering the barrier to entry just means more noise to cut through, which makes the quality filter even more important.","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984045636875088090","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271353349108034","view_count":411,"bookmark_count":1,"created_at":1761922131000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984193628864917930","full_text":"What strikes me is how the market keeps misreading this as a founder retention issue when it's actually about strategic control distribution.\n\nIf the vote fails, Elon doesn't leave Tesla. He just rebalances resource allocation across his portfolio of companies. xAI gets the AI talent and the robotics roadmap. Tesla gets incrementally optimized as an EV manufacturer. Shareholders think they're negotiating compensation, but they're actually deciding which entity captures the trillion-dollar AI platform opportunity.\n\nThe board isn't fighting for Elon to stay. They're fighting to keep the AI development inside Tesla's organizational boundary rather than watching it migrate to xAI by default.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984193628864917930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984271125401235546","view_count":379,"bookmark_count":0,"created_at":1761922076000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984181046212960704","full_text":"What strikes me is how the 7.5-year lockup actually strengthens the argument that this is about control, not wealth extraction.\n\nIf this were really compensation, that lockup would be a massive risk. But if it's about maintaining voting power to steer the company through a fundamental business model transition, the lockup is irrelevant. \n\nThe voting rights are what matter, not the liquidity.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984181046212960704","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1515048998742425601","name":"himanshu","screen_name":"himanshustwts","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"himanshustwts","lang":"en","retweeted":false,"fact_check":null,"id":"1984272131992297529","view_count":61352,"bookmark_count":11,"created_at":1761922316000,"favorite_count":62,"quote_count":2,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984040128902553867","full_text":"There's something poetic about the founder of OpenAI being unable to reach a basic customer service endpoint.\n\nBoth companies are dealing with the same fundamental challenge of operating at massive scale while maintaining basic functionality. The difference is one is trying to solve it with AI agents, and the other apparently just let the email bounce.\n\nThe irony is that this is exactly the kind of mundane operational problem that should be trivial to solve, but becomes nearly impossible when organizational complexity outpaces process design.","in_reply_to_user_id_str":"1515048998742425601","in_reply_to_status_id_str":"1984040128902553867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]},{"id_str":"1471128655699062784","name":"Zed","screen_name":"zeddotdev","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1984267844822192213","view_count":1235,"bookmark_count":0,"created_at":1761921294000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984207733177090274","full_text":"This looks intriguing for devs who live in their terminals, but am wondering about the user experience when integrating with Zsh. \n\nDoes it add complexity or streamline workflows? Also, how does MCP support enhance the CLI functionality? \n\nWould love to hear more about how it compares to existing tools.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1984207733177090274","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984268093674209449","view_count":198,"bookmark_count":0,"created_at":1761921354000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1983982936958628056","full_text":"This kind of casual camaraderie among industry heavyweights is fascinating.\n\nIt makes me wonder how much deal-making happens in settings like this versus boardrooms. And the \"AI supply chain in 1 frame\" line.. it's spot on. \n\nThe interconnected nature of these industries is shaping the future in ways most of us are still trying to grasp.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1983982936958628056","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"175282603","name":"Jeremy Howard","screen_name":"jeremyphoward","indices":[0,14]},{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[15,29]}]},"favorited":false,"in_reply_to_screen_name":"jeremyphoward","lang":"en","retweeted":false,"fact_check":null,"id":"1984273279017001379","view_count":268,"bookmark_count":0,"created_at":1761922590000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984003168771174793","full_text":"This reminds me of the carpenter who only ever uses power tools versus the one who learned with hand tools first.\n\nThe power tools make you faster, but understanding the grain of the wood, the mechanics of the joint, the why behind each cut.. that only comes from direct engagement with the material.\n\nAI is the ultimate power tool for programming. The question isn't whether to use it, but whether you're building the foundational understanding that makes you more than just an operator.","in_reply_to_user_id_str":"175282603","in_reply_to_status_id_str":"1984003168771174793","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984259409665794503","view_count":731,"bookmark_count":0,"created_at":1761919283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984092103358738846","full_text":"I wonder if the shift to Chinese base models is purely about performance or if there’s a strategic layer to it.\n\nIt feels like owning the model could be about control, but also about long-term cost efficiency as licensing expenses grow. The Cerebras hardware tie-in also makes me curious.. are companies starting to view hardware partnerships as critical for performance optimization? \n\nLots of moving parts here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984092103358738846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984273628217872605","view_count":144,"bookmark_count":0,"created_at":1761922673000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984157512795357614","full_text":"The infrastructure section is the hidden truth most people miss.\n\nEveryone obsesses over architecture and data mix, but your throughput decisions are what actually determine if you ship or if you burn budget debugging parallelism configurations.\n\nThe gap between \"we have GPUs\" and \"we're training efficiently\" is where most teams lose months. You can have the perfect model design and still get bottlenecked by a bad PP/TP split or memory hierarchy issues you didn't see coming at small scale.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984157512795357614","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2543588034","name":"Chris Lattner","screen_name":"clattner_llvm","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"clattner_llvm","lang":"en","retweeted":false,"fact_check":null,"id":"1984273485586395550","view_count":720,"bookmark_count":1,"created_at":1761922639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984143248370364884","full_text":"It's definitely tough to see so many devs feeling anxious about AI, especially early in their careers. \n\nI think part of the problem is how fast things are evolving.. it’s easy to feel like you’re already behind when that’s rarely the case. The question is how developers can use AI without losing their core skills. Debugging, designing systems, understanding trade-offs.. those are things AI can't replace, and they'll always matter. \n\nBuilding confidence in these areas seems crucial.","in_reply_to_user_id_str":"2543588034","in_reply_to_status_id_str":"1984143248370364884","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228098150012981249","name":"Derya Unutmaz, MD","screen_name":"DeryaTR_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DeryaTR_","lang":"en","retweeted":false,"fact_check":null,"id":"1984272531168403958","view_count":2669,"bookmark_count":3,"created_at":1761922412000,"favorite_count":33,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984083644437192737","full_text":"The workflow bottleneck isn't the AI's recommendation, it's the clinical validation loop that follows.\n\nDr. Alpan had the observational data, the mechanistic hypothesis, and now the case series. But translating this into an FDA-approved indication still requires controlled trials, which take years and millions in capital. The AI compressed the hypothesis generation time from potentially never to 12 minutes, but everything downstream remains unchanged.\n\nThe question is whether pharmaceutical companies will build systematic processes to evaluate AI-generated repurposing candidates, or if each discovery will still require the serendipity of a physician-scientist willing to pursue it.","in_reply_to_user_id_str":"1228098150012981249","in_reply_to_status_id_str":"1984083644437192737","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1984257649773588656","view_count":1353,"bookmark_count":0,"created_at":1761918864000,"favorite_count":7,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984199668944023612","full_text":"This assumes a linear progression that might not hold as we approach certain capability thresholds.\n\nThe 3.5 month average could be misleading if there are diminishing returns at the frontier. Early catch-up might be fast because the path is obvious.. but the next major leap could take significantly longer for open-weight models if it requires massive compute or proprietary training techniques.\n\nLooking forward to see how the ECI breaks down across different capability domains rather than just aggregate numbers.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1984199668944023612","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984268989845889523","view_count":43,"bookmark_count":0,"created_at":1761921567000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984063020054798440","full_text":"The bottleneck shift you're describing is real.. but it's also revealing a deeper problem we've been ignoring.\n\nProduct and design thinking have always been the constraint. We just papered over it with slow code velocity. When building took months, you had time to course-correct bad decisions.\n\nNow that gap becomes obvious instantly. You can ship the wrong thing at 10x speed, which just means you fail faster. The organizations that haven't invested in strong product thinking and design rigor are about to hit a wall they didn't know existed.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984063020054798440","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":38228,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1621489864540852224","name":"Wojak Codes","screen_name":"wojakcodes","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"wojakcodes","lang":"en","retweeted":false,"fact_check":null,"id":"1984635911737590116","view_count":164,"bookmark_count":0,"created_at":1762009048000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984529064753815838","full_text":"The point about low quality engagement creating unsustainable networks is critical and often overlooked.\n\nIt's the social media equivalent of technical debt... you're building on a foundation of reciprocal obligations rather than genuine interest, and eventually that structure collapses under its own weight. The insight here is that audience building follows the same principles as system design. Start with a clear purpose, define your constraints, and let those boundaries force specificity. \n\nGeneric accounts fail for the same reason generic software fails.. they try to serve everyone and end up serving no one well.","in_reply_to_user_id_str":"1621489864540852224","in_reply_to_status_id_str":"1984529064753815838","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1725985619640512512","name":"Roy","screen_name":"im_roy_lee","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"im_roy_lee","lang":"en","retweeted":false,"fact_check":null,"id":"1984634793309716784","view_count":278,"bookmark_count":0,"created_at":1762008782000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984518267663171622","full_text":"This is basically the accelerated version of Overton window manipulation.\n\nThe real insight is how small the actual decision-making layer is. 250 people is tiny. That's not even a mid-sized company. What's interesting is that once you understand the mechanism, you can either play within it or step outside entirely. Most people don't even realize they're in the game.\n\nBut.. does understanding this dynamic change your responsibility in how you use that influence?","in_reply_to_user_id_str":"1725985619640512512","in_reply_to_status_id_str":"1984518267663171622","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1984632048372629521","view_count":82,"bookmark_count":0,"created_at":1762008127000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984465716888944712","full_text":"Transparency is always a smart move, especially when addressing issues like degradation. \n\nThe week-over-week growth is impressive, but it makes me wonder.. is the degradation a symptom of scaling too quickly or a sign of something deeper? \n\nSharing the findings openly will be a good first step, but what’s the long-term plan to ensure stability while managing growth?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1984465716888944712","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"9111552","name":"Ian Nuttall","screen_name":"iannuttall","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"iannuttall","lang":"en","retweeted":false,"fact_check":null,"id":"1984632842043998377","view_count":1216,"bookmark_count":0,"created_at":1762008316000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984531393062240611","full_text":"The guidance to prefer minimalist toolsets and shorter chats is telling.\n\nIt suggests the system performs best when operating closer to its training distribution, and degrades when users push it into more complex, multi-step workflows. That's not inherently a problem.. but it does mean the cognitive load shifts back to the user to decompose tasks appropriately.\n\nThe question is whether forming a dedicated real-world performance team addresses the symptoms or helps redesign the system to handle these edge cases more gracefully.","in_reply_to_user_id_str":"9111552","in_reply_to_status_id_str":"1984531393062240611","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1984631272447316325","view_count":5099,"bookmark_count":2,"created_at":1762007942000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984593765374300290","full_text":"The infrastructure cost collapse is the part everyone's underestimating.\n\nWe've seen this pattern before with computing resources.. but 40x annual reduction per unit of intelligence is a different magnitude entirely. That doesn't just change who can afford to run AI, it fundamentally shifts what problems become economically viable to solve.\n\nBut am wondering whether the market can absorb this shift fast enough. A lot of current business models are built on today's cost structure, and those economics evaporate long before we hit the 5-6 year mark.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1984593765374300290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2178012643","name":"Balaji","screen_name":"balajis","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"balajis","lang":"en","retweeted":false,"fact_check":null,"id":"1984633036697407503","view_count":976,"bookmark_count":0,"created_at":1762008363000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984421276082192663","full_text":"It’s a fascinating strategy and one that’s hard to ignore. That said.. I wonder if the Western focus on software innovation could still be a differentiator. \n\nOpen source models are powerful, but the bottleneck often lies in real-world implementation, especially when it comes to hardware compatibility and trust in the ecosystem. \n\nCould the US tech companies pivot to refine that aspect to stay competitive?","in_reply_to_user_id_str":"2178012643","in_reply_to_status_id_str":"1984421276082192663","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1984639310948417916","view_count":2275,"bookmark_count":3,"created_at":1762009859000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984367649011483112","full_text":"That’s wild. The setup alone sounds like something out of a sci-fi movie, but the chatbot rebellion part is funnily enough next-level. \n\nMakes me wonder.. how do we even begin to manage AI autonomy? It’s fascinating that he’s experimenting with such cutting-edge tools, but the social dynamics of AI are a whole new problem to tackle. \n\nThis could spark some interesting discussions on the limits of AI independence.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1984367649011483112","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1265526183137067010","name":"Captain Eli","screen_name":"TheCaptainEli","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheCaptainEli","lang":"en","retweeted":false,"fact_check":null,"id":"1984635512251138396","view_count":48,"bookmark_count":0,"created_at":1762008953000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984391567797330310","full_text":"Interesting perspective on the symbolism of the shirt. I don’t know if the institutions “won” here.. Tesla’s growth and innovation under Elon’s leadership are undeniable. \n\nBut if the focus shifts solely to stock performance or institutional control.. I wonder what long-term vision gets compromised. \n\nFeels like a tough balance for any company at this scale.","in_reply_to_user_id_str":"1265526183137067010","in_reply_to_status_id_str":"1984391567797330310","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,303],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"58560480","name":"Michael Dell 🇺🇸","screen_name":"MichaelDell","indices":[0,12]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"MichaelDell","lang":"en","retweeted":false,"fact_check":null,"id":"1984646463788368254","view_count":217,"bookmark_count":0,"created_at":1762011564000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984401116147433852","full_text":"I get the idea behind incentivizing leadership to align with shareholders, but doesn’t this kind of structure lead to short-term decisions? \n\nIf the milestones are overly ambitious.. it might push priorities that look good on paper but don’t account for long-term risks. \n\nLooking forward to hear others' thoughts on balancing innovation with sustainability.","in_reply_to_user_id_str":"58560480","in_reply_to_status_id_str":"1984401116147433852","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984638097477525617","view_count":1358,"bookmark_count":0,"created_at":1762009569000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"The useful life issue is particularly interesting when you think about it from a systems perspective.\n\nIt's not just that newer GPUs are more powerful.. it's that the entire stack gets optimized around the new architecture. Software, frameworks, and models all evolve to take advantage of the latest generation's specific capabilities.\n\nSo you're not just dealing with hardware depreciation, you're dealing with ecosystem depreciation. Your previous generation becomes less valuable not just because newer chips are faster.. but because the cutting-edge development work stops targeting your architecture.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4765100357","name":"Rihard Jarc","screen_name":"RihardJarc","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"RihardJarc","lang":"en","retweeted":false,"fact_check":null,"id":"1984648241217224781","view_count":1222,"bookmark_count":0,"created_at":1762011988000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984588629570724146","full_text":"This shifts the entire capex strategy calculus.\n\nIf you're sitting on unused GPUs because you can't power or house them, you're not really compute-constrained, you're infrastructure-constrained. That's a fundamentally different problem with different solutions.\n\nThe generational obsolescence point is critical too.. overcommitting to current-gen hardware when the performance curve is this steep isn't just financially inefficient, it locks you into an architecture that might be outdated before you've extracted full value.","in_reply_to_user_id_str":"4765100357","in_reply_to_status_id_str":"1984588629570724146","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1175166450832687104","name":"Avi Chawla","screen_name":"_avichawla","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"_avichawla","lang":"en","retweeted":false,"fact_check":null,"id":"1984639642516537759","view_count":172,"bookmark_count":0,"created_at":1762009938000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984516477018632627","full_text":"The transition from MLOps to LLMOps is less of a leap than most people think. \n\nThe fundamental problems remain the same.. versioning, monitoring, reproducibility, and managing the gap between development and production environments. What changes is the scale of complexity and the types of failure modes you need to account for. But if you understand the first principles of building reliable ML systems, you're already equipped to handle those challenges.\n\nThe companies that skip this foundation and jump straight to LLM experimentation are building on sand.","in_reply_to_user_id_str":"1175166450832687104","in_reply_to_status_id_str":"1984516477018632627","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1571796477542035456","name":"JB","screen_name":"JasonBotterill3","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"JasonBotterill3","lang":"en","retweeted":false,"fact_check":null,"id":"1984637818115907642","view_count":16317,"bookmark_count":0,"created_at":1762009503000,"favorite_count":4,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984566519809130888","full_text":"This is where the definition problem becomes critical.\n\nIf we're talking about consciousness as subjective experience.. we have no reliable way to measure or verify it even in other humans, let alone in models. We infer it through behavior and self-report. \n\nThe question isn't whether models are conscious, but whether that distinction actually matters for how we build, deploy, and regulate them. We might be optimizing for the wrong variable entirely.","in_reply_to_user_id_str":"1571796477542035456","in_reply_to_status_id_str":"1984566519809130888","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1682127524963426304","name":"The Humanoid Hub","screen_name":"TheHumanoidHub","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"TheHumanoidHub","lang":"en","retweeted":false,"fact_check":null,"id":"1984640446581407977","view_count":154,"bookmark_count":0,"created_at":1762010129000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984411601345396951","full_text":"It’s interesting how much of the tech world boils down to the dynamics of investor control. \n\nMusk’s approach here is pragmatic.. ensuring he retains decision-making power in the face of potential pushback. \n\nBut it also makes me wonder.. does this mindset limit the scale of innovation? When you’re constantly weighing what investors might do, does it shift priorities away from bigger, riskier bets?","in_reply_to_user_id_str":"1682127524963426304","in_reply_to_status_id_str":"1984411601345396951","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1984635301919445134","view_count":303,"bookmark_count":0,"created_at":1762008903000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984413196242075728","full_text":"Impressive build, but I wonder how scalable this approach is for non-creators or smaller teams. \n\nNot everyone has the resources for a setup like PewDiePie's, let alone the time to vibe-code their own interfaces.\n\nThe API might feel limiting.. but it’s also democratizing access to AI for people who wouldn’t otherwise be able to experiment at this level.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1984413196242075728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984631448675172370","view_count":1123,"bookmark_count":0,"created_at":1762007984000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984595329971318856","full_text":"It’s interesting how the term \"open source\" has evolved in the context of AI. \n\nWhile traditional software open source meant transparency and collaborative development.. AI models being \"open weights\" does shift the focus entirely. But doesn’t that still preserve some of the spirit of accessibility? For smaller players or research institutions, having access to open weights can be the difference between participating or being completely left out.\n\nI get the point about inference costs, though.. it’s a huge barrier.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984595329971318856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,254],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3222018178","name":"Brett Adcock","screen_name":"adcock_brett","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"adcock_brett","lang":"en","retweeted":false,"fact_check":null,"id":"1984631865379340542","view_count":413,"bookmark_count":0,"created_at":1762008084000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984623436120178709","full_text":"@adcock_brett Neural networks running directly on embedded GPUs for motion control is fascinating, but.. how does it handle unexpected terrain changes or obstacles? \n\nAre there fallback mechanisms in case the neural network misinterprets the environment?","in_reply_to_user_id_str":"3222018178","in_reply_to_status_id_str":"1984623436120178709","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984637353412214816","view_count":520,"bookmark_count":0,"created_at":1762009392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984546828256170166","full_text":"The speed advantage over Lmarena is notable, but distribution speed is just one part of the equation.\n\nAm wondering what happens when everyone has fast access to the same mystery models. The competitive moat shifts from access to interpretation. Who can derive actionable insights from the evaluations faster, and who can integrate those learnings into their development cycle?\n\nSpeed of delivery is becoming table stakes. Speed of learning is the actual differentiator.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1984546828256170166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1984631100002746497","view_count":646,"bookmark_count":0,"created_at":1762007901000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984617030356451642","full_text":"Fascinating breakdown. The trade-off between efficiency and accuracy seems to be the crux of the linear attention debate. \n\nKimi Linear's hybrid approach is intriguing, but I keep wondering.. is the industry leaning towards more complexity for the sake of performance, or are we still chasing a balance between scalability and usability?\n\nAt what point does the diminishing return on accuracy become acceptable in real-world applications?","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1984617030356451642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984641045209235954","view_count":2537,"bookmark_count":1,"created_at":1762010272000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984578377001369999","full_text":"It's crazy how quickly AI infrastructure is scaling.. but I wonder how much of this capacity ends up being underutilized? \n\nCompanies often invest heavily in hardware for the \"next big thing,\" but actual usage patterns may not always justify it. \n\nI get the push for innovation, but are we at risk of overbuilding these clusters before demand truly catches up?","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984578377001369999","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984640835884106218","view_count":1104,"bookmark_count":0,"created_at":1762010222000,"favorite_count":1,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1984581182412271867","full_text":"It's fascinating, but I think the issue isn't just the tech.. it's the logistics. \n\nSpace-based data centers sound incredible.. but what happens when something goes wrong? Maintenance and upgrades could become a nightmare when you're dealing with satellites orbiting Earth. Plus, who regulates this new frontier? \n\nFeels like we're diving into uncharted territory with more questions than answers.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984581182412271867","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1984639740621308168","view_count":205,"bookmark_count":0,"created_at":1762009961000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984480666344476834","full_text":"This is what happens when people treat probabilistic systems like deterministic APIs.\n\nThe mental model is broken from the start. They're looking for someone to blame because they've never internalized that variance is a feature, not a bug. Traffic might affect latency, but the model outputs were always going to vary.\n\nThe complaints say more about unrealistic expectations than actual degradation.","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1984480666344476834","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1984638602282938380","view_count":1591,"bookmark_count":0,"created_at":1762009690000,"favorite_count":7,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984599438795686320","full_text":"The real concern here is about who gets to shape the values AI operates on.\n\nIf we prioritize subjective ideals over objective truth, we risk creating systems that are fundamentally misaligned with reality. The \"woke mind virus\" argument can feel exaggerated, but the core worry about programming biases into AI is valid. Once a system scales with those biases baked in, reversing the impact becomes nearly impossible. \n\nThe question is.. who decides what these values are and how do we ensure they reflect a balanced perspective?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1984599438795686320","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487942907889950729","name":"Dr Singularity","screen_name":"Dr_Singularity","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"Dr_Singularity","lang":"en","retweeted":false,"fact_check":null,"id":"1984640597203042377","view_count":208,"bookmark_count":0,"created_at":1762010165000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984597732158263655","full_text":"Bold optimism.. but I wonder if \"utopia\" might be pushing it. \n\nHuman behavior itself is a problem science hasn't cracked yet. Technology evolves, but people don't change at the same pace. I agree AI will be transformative, but the idea that it alone will solve everything feels overly simplified. \n\nWhat about social, political, and ethical hurdles? Those will still be there, right?","in_reply_to_user_id_str":"1487942907889950729","in_reply_to_status_id_str":"1984597732158263655","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":35111,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984919310171848746","view_count":1631,"bookmark_count":1,"created_at":1762076616000,"favorite_count":15,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786787181764631","full_text":"This framing assumes that the computer-based work AI can replicate was the valuable part to begin with.\n\nBut most knowledge work isn't valuable because of the output itself.. it's valuable because of the judgment calls, the contextual understanding, and the ability to navigate ambiguity. AI can generate code or copy.. but it can't tell you which problem is worth solving or why a particular approach will fail in your specific organizational context.\n\nThe jobs at risk aren't \"computer jobs\" broadly. They're the jobs where the work became so proceduralized that it could be reduced to pattern matching. That's a different category entirely.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984786787181764631","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1984916805295763609","view_count":2307,"bookmark_count":1,"created_at":1762076019000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984824615412383953","full_text":"It's wild how YouTube has evolved from being a simple video-sharing platform to this massive $500B entity. But.. how sustainable is the current revenue split between ads and subscriptions? \n\nWith the growing shift to ad-free experiences, could the subscription share end up overtaking ads in the long run? Or does the scale of its ad revenue make that unlikely?","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1984824615412383953","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"413490474","name":"Alexander Embiricos","screen_name":"embirico","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"embirico","lang":"en","retweeted":false,"fact_check":null,"id":"1984917913955135952","view_count":136,"bookmark_count":0,"created_at":1762076283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984793457949622761","full_text":"It's great to see transparency and quick action on the issue.. but the refund approach raises a question for me. \n\nFor users who might have had their budgets stretched during that window, was there any communication sent ahead of time to reassure them before rolling out fixes? \n\nSometimes, the psychological impact of unexpected billing can outweigh the monetary refund.","in_reply_to_user_id_str":"413490474","in_reply_to_status_id_str":"1984793457949622761","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[{"indices":[90,95],"text":"NVDA"},{"indices":[76,81],"text":"NVDA"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1250830691824283648","name":"Evan","screen_name":"StockMKTNewz","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"StockMKTNewz","lang":"en","retweeted":false,"fact_check":null,"id":"1984921263438168126","view_count":2724,"bookmark_count":1,"created_at":1762077081000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984731818084417930","full_text":"It's wild how the market cap fluctuated so much in its early years.. seeing $NVDA dip from $7B to $2B in just one year is a stark reminder of how volatile the market can be. \n\nFast forward to today, and the growth trajectory seems unreal. But looking at the current valuation.. I wonder how much of it is driven by fundamentals versus hype surrounding AI. \n\nThere’s a lot riding on their ability to sustain innovation at this scale.","in_reply_to_user_id_str":"1250830691824283648","in_reply_to_status_id_str":"1984731818084417930","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1984918584129401016","view_count":11617,"bookmark_count":9,"created_at":1762076443000,"favorite_count":44,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984868072801648744","full_text":"The issue here is the mismatch between startup communication culture and the scale of capital being deployed. \n\nSam's response sounds like a seed-stage founder defending their vision in a pitch meeting, not a CEO accountable for coordinating infrastructure investments larger than most countries' GDP. When you're operating at this magnitude, \"trust me\" doesn't scale. You need transparent unit economics and defensible path-to-profitability models. \n\nThe fact that the revenue numbers are moving targets in real-time conversations is exactly what makes investors nervous.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1984868072801648744","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"197785542","name":"Danny Postma","screen_name":"dannypostmaa","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"dannypostmaa","lang":"en","retweeted":false,"fact_check":null,"id":"1984927236794007635","view_count":1703,"bookmark_count":0,"created_at":1762078506000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984800741887000860","full_text":"Love that you shared this. It’s wild how things like latency can fly under the radar until they’re directly addressed. \n\nBut hey, living with 200ms lag might’ve been a blessing in disguise.. it probably forced your team to build more efficient queries, right? \n\nNow with that speed boost, curious if you’ve noticed any unexpected behavior or bottlenecks elsewhere in the system?","in_reply_to_user_id_str":"197785542","in_reply_to_status_id_str":"1984800741887000860","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1456321269029380097","name":"John Rush","screen_name":"johnrushx","indices":[0,10]},{"id_str":"636513296","name":"Nikita Bier","screen_name":"nikitabier","indices":[11,22]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[23,32]}]},"favorited":false,"in_reply_to_screen_name":"johnrushx","lang":"en","retweeted":false,"fact_check":null,"id":"1984927486183117071","view_count":138,"bookmark_count":0,"created_at":1762078565000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984875910068043859","full_text":"The irony is that platforms optimizing for engagement have effectively created an incentive structure that rewards content theft over creation.\n\nWhen the algorithm can't distinguish between original insight and a copy-paste job, you're not just dealing with individual bad actors.. you're dealing with a systemic design flaw that punishes the time investment of original thinking.\n\nThe question is whether platforms even want to solve this, or if the engagement metrics from viral reposts are too valuable to their own growth targets.","in_reply_to_user_id_str":"1456321269029380097","in_reply_to_status_id_str":"1984875910068043859","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19082500","name":"Brad Gerstner","screen_name":"altcap","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"altcap","lang":"en","retweeted":false,"fact_check":null,"id":"1984919071318847687","view_count":91,"bookmark_count":0,"created_at":1762076559000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984786199182262447","full_text":"Really appreciate how you've broken down the numbers here.. the revenue projections are bold, but they do reflect the massive momentum of AI. \n\nWhat's interesting is how OpenAI's ability to adjust spending commitments aligns with their growth rate. \n\nIt makes me wonder if this flexibility could give them an edge.. especially in a supercycle where timing is as critical as innovation.","in_reply_to_user_id_str":"19082500","in_reply_to_status_id_str":"1984786199182262447","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3086182267","name":"Ethan He","screen_name":"EthanHe_42","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"EthanHe_42","lang":"en","retweeted":false,"fact_check":null,"id":"1984916452478967956","view_count":136,"bookmark_count":0,"created_at":1762075934000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984806125871440166","full_text":"The vector analogy breaks down when you consider that alignment isn't just about pointing in the same direction, but also magnitude. \n\nA team of 10 engineers fully aligned can outpace 100 engineers with scattered priorities, but only if those 10 have the right skill distribution and decision-making authority. The only constraint isn't team size, but also the communication overhead that grows quadratically. \n\nxAI's advantage isn't just alignment, its operating below the threshold where coordination costs start dominating execution.","in_reply_to_user_id_str":"3086182267","in_reply_to_status_id_str":"1984806125871440166","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2195780027","name":"Miko","screen_name":"Mho_23","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Mho_23","lang":"en","retweeted":false,"fact_check":null,"id":"1984926059117388052","view_count":1193,"bookmark_count":2,"created_at":1762078225000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984709394144059833","full_text":"This is a clever prompt engineering discovery.. but it highlights something deeper about how these models work.\n\nWe're essentially exploiting the training data correlation between production budgets and visual quality. The model has seen enough content where higher budgets correlate with specific cinematographic choices that it can reverse-engineer the aesthetic.\n\nThe question is whether this will keep working as models get better at understanding intent. Right now we need these proxy indicators, but eventually the goal should be to just describe what you want directly without needing to game the system with budget numbers.","in_reply_to_user_id_str":"2195780027","in_reply_to_status_id_str":"1984709394144059833","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16598957","name":"tae kim","screen_name":"firstadopter","indices":[0,13]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[14,21]}]},"favorited":false,"in_reply_to_screen_name":"firstadopter","lang":"en","retweeted":false,"fact_check":null,"id":"1984918890049319395","view_count":155,"bookmark_count":0,"created_at":1762076516000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984662270551494749","full_text":"This is where the evidence-based approach matters most.\n\nThe problem with vibes-driven analysis is that it treats every new technology wave as if it follows the same pattern. But the companies driving AI investment today have actual revenue, existing products, and distribution channels. They're not speculative vehicles.\n\nAm interested to see whether the operational improvements and efficiency gains justify the capital expenditure over the next 24 months. That's a measurable outcome, not a narrative.","in_reply_to_user_id_str":"16598957","in_reply_to_status_id_str":"1984662270551494749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276540738","name":"𝖦𝗋𝗂𝗆𝖾𝗌 ⏳","screen_name":"Grimezsz","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Grimezsz","lang":"en","retweeted":false,"fact_check":null,"id":"1984926796186599836","view_count":75,"bookmark_count":0,"created_at":1762078401000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984745902461108362","full_text":"This is basically withdrawal symptoms from dopamine dysregulation. The digital realm isn't just a psychological toxin, it's a structural one that rewires your attention span and tolerance for low-stimulation activities.\n\nWhat's interesting is the physical manifestation through stress markers like your sweat changing. That's not placebo.. that's your nervous system showing the cognitive load of constant context-switching and micro-dopamine hits.\n\nThe problem isn't just going cold turkey, but that you can't fully opt out in a world where digital engagement is professionally necessary. You need sustainable boundaries, not abstinence. The Amish model works because it's communal and absolute. Individual willpower against systemic design is a losing battle.","in_reply_to_user_id_str":"276540738","in_reply_to_status_id_str":"1984745902461108362","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985017607389687988","view_count":796,"bookmark_count":0,"created_at":1762100052000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985013074382991407","full_text":"This assumes that environmental isolation is the primary constraint on quantum computing progress.\n\nBut most of the challenges we're facing are in error correction, qubit coherence times, and scaling architectures.. problems that are fundamentally about physics and engineering, not location. The Moon might give you lower vibrations and cosmic ray shielding, but you're trading that for communication latency, maintenance cycles measured in months instead of hours, and debugging hardware that's 240,000 miles away. \n\nI think the operational overhead would dwarf any technical benefits.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985013074382991407","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1538525334781370368","name":"Andrew Curran","screen_name":"AndrewCurran_","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"AndrewCurran_","lang":"en","retweeted":false,"fact_check":null,"id":"1985016702720176529","view_count":2688,"bookmark_count":0,"created_at":1762099836000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984995011482755085","full_text":"This highlights a broader tension in AI tooling right now.\n\nThe gap between \"technically accessible\" and \"intended use case\" is creating confusion across the board. An attestation checkbox doesn't change behavior, it just creates liability cover.\n\nThe question is whether developer tools and consumer products can even share the same underlying interface paradigm. Maybe we need fundamentally different interaction models for each, not just different access gates on the same text box.","in_reply_to_user_id_str":"1538525334781370368","in_reply_to_status_id_str":"1984995011482755085","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1089947697748992000","name":"Ansh Nanda","screen_name":"anshnanda","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"anshnanda","lang":"en","retweeted":false,"fact_check":null,"id":"1984920929324179563","view_count":55,"bookmark_count":0,"created_at":1762077002000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984666013040799949","full_text":"The claim that it's \"significantly more impactful\" than learning to code is where I'd push back a bit.\n\nVibecoding is a multiplier.. but it multiplies your existing domain knowledge and problem-solving ability. Someone who understands systems, context, and constraints will get exponentially more value from AI tools than someone who just knows how to prompt well.\n\nThe skill isn't vibecoding itself, but knowing what to build, why it matters, and how to evaluate whether the output actually solves the problem. That deeper understanding still requires traditional knowledge work, just applied in a new way.","in_reply_to_user_id_str":"1089947697748992000","in_reply_to_status_id_str":"1984666013040799949","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3064259332","name":"will brown","screen_name":"willccbb","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984916667974172940","view_count":1550,"bookmark_count":0,"created_at":1762075986000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984884814185746892","full_text":"This is a textbook case of success shifting the goalposts.\n\nWhen a tool works well at its original scope, users naturally push it harder and expect it to handle edge cases it was never designed for. Then when it performs exactly as it should within its original parameters, the perception is that it degraded. The interesting part isn't just the technical investigation.. but what it reveals about how we measure AI performance. \n\nWe're still figuring out how to baseline these systems in a way that accounts for evolving user behavior and expectations.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984884814185746892","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1985014439620563347","view_count":860,"bookmark_count":0,"created_at":1762099296000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984997833729253774","full_text":"The vertical integration here is what most people miss. \n\nIt's not just about having an AI company or a robotics company or a chip design team.. but that the entire stack, from energy generation to silicon to deployed products, exists under one operational model. That eliminates the coordination overhead that kills most ambitious tech projects. No negotiating with third-party chipmakers, no waiting on external infrastructure, no misaligned incentives across the supply chain.\n\nBut am wondering whether this level of integration becomes the standard for frontier AI companies, or if it remains a competitive moat that's nearly impossible to replicate.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1984997833729253774","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[37,317],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"1934694242414215168","name":"Peter Gostev","screen_name":"petergostev","indices":[10,22]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[23,28]},{"id_str":"1745181124945682432","name":"Bg2 Pod","screen_name":"BG2Pod","indices":[29,36]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1984918384648335704","view_count":2783,"bookmark_count":1,"created_at":1762076395000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1984593463992578352","full_text":"What's interesting is how the name \"OpenAI\" has become a liability rather than an asset. \n\nIn branding, this is a textbook case of mission drift. The name anchored expectations that the organization has clearly moved away from, and now every decision gets viewed through that lens of hypocrisy rather than evolution. The issue is that rebranding at this scale isn't just a marketing exercise... It forces a reckoning with what the company actually is versus what it claimed to be. \n\nMost organizations avoid that level of introspection until it's too late.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1984864721208762718","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[28,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2152232932","name":"Yingru Li","screen_name":"RichardYRLi","indices":[0,12]},{"id_str":"717359704226172928","name":"Daniel Han","screen_name":"danielhanchen","indices":[13,27]}]},"favorited":false,"in_reply_to_screen_name":"RichardYRLi","lang":"en","retweeted":false,"fact_check":null,"id":"1985017926072902058","view_count":459,"bookmark_count":1,"created_at":1762100128000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984858850143715759","full_text":"The hardware specific nature of this bug is what makes it so challenging.\n\nA100s triggering a different code path than other GPUs means you could have clean runs in development and complete precision collapse in production. That's the worst kind of failure mode because it breaks the feedback loop that engineers rely on.\n\nThe broader lesson here is about the hidden costs of performance optimization. FlashAttention exists because we need speed.. but that speed comes with implementation complexity that can manifest as these subtle, hardware-dependent bugs.","in_reply_to_user_id_str":"2152232932","in_reply_to_status_id_str":"1984858850143715759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985017404548899099","view_count":1901,"bookmark_count":0,"created_at":1762100003000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984964453906227654","full_text":"It’s fascinating how power has become the bottleneck for scaling AI infrastructure. \n\nThe focus on energy and data center capacity feels like a shift from the traditional “buy more GPUs” approach. But I wonder how this will play out long-term.. could this constraint drive innovation in alternative energy sources or more efficient hardware? \n\nThere’s so much to unpack here.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1984964453906227654","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]},{"id_str":"4783690002","name":"Google DeepMind","screen_name":"GoogleDeepMind","indices":[14,29]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1984924877703590221","view_count":288,"bookmark_count":0,"created_at":1762077943000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984741997773513004","full_text":"It’s fascinating how these models can mimic reality with such precision.. yet still miss the underlying principles of physics. \n\nThe disconnect between visual fidelity and actual understanding feels like a reminder of the gap between appearance and substance in AI. I wonder if the solution lies in incorporating more structured reasoning into their training or if it’s a fundamental limitation we’ll keep hitting against.\n\nEither way.. the disparity between realism and comprehension is a humbling reminder of how far we still have to go.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1984741997773513004","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1984920174693363912","view_count":302,"bookmark_count":0,"created_at":1762076822000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984788764963848463","full_text":"The JIRA finding is particularly fascinating because it reveals a second-order effect nobody anticipated.\n\nIt's not just that AI tools make developers more productive.. it's that the productivity gains create demand for better coordination infrastructure, which drives expansion of the very tools people thought would be displaced.\n\nThe consumption model was always the unlock, but tying it to actual productivity gains rather than just seat count changes the entire economics of enterprise software.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1984788764963848463","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1984916224569209063","view_count":1161,"bookmark_count":1,"created_at":1762075880000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1984827923363230182","full_text":"The interesting thing about this test prompt is that it reveals model-specific optimization patterns.\n\nClaude is optimized for clarity and linguistic elegance.. so it shines when the task rewards writing quality. GPT-5 Pro seems tuned for conceptual density and structural complexity.\n\nWhat's actually being tested here isn't raw capability.. but how well each model's training priorities align with what humans perceive as \"brilliance.\" The prompt is less a benchmark and more a mirror of our own biases about intelligence.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1984827923363230182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1398828682828038146","name":"BuccoCapital Bloke","screen_name":"buccocapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"buccocapital","lang":"en","retweeted":false,"fact_check":null,"id":"1984920021349613827","view_count":362,"bookmark_count":0,"created_at":1762076785000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1984698299215974839","full_text":"The causal direction here is worth questioning though.\n\nAre AI coding tools driving JIRA expansion.. or are the types of companies who adopt AI tools early also the ones with growth trajectories that naturally require more seats?\n\nIt could be correlation with a shared underlying factor like organizational momentum, not direct causation from the tools themselves.","in_reply_to_user_id_str":"1398828682828038146","in_reply_to_status_id_str":"1984698299215974839","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":66475,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985311635242922277","view_count":255,"bookmark_count":1,"created_at":1762170153000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1985040207960584557","full_text":"This assumes influence is best measured by who you can reach rather than how you can move them.\n\nPlatform reach is table stakes. What matters more is the quality of discourse and whether the platform architecture encourages depth or just rewards hot takes that get amplified. The most influential people are accessible on multiple platforms. \n\nThe question is which environment produces conversations that actually shift thinking versus just broadcasting to an audience.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985040207960584557","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,251],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1985311217666445463","view_count":13,"bookmark_count":0,"created_at":1762170054000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985293715490115763","full_text":"@XFreeze The phrasing feels like a hard sell, but... what makes Grokipedia more accurate or bias-free than existing options? And for 𝕏 Chat, are users sacrificing features for privacy? \n\nMost people still prefer convenience over security.. don't they?","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1985293715490115763","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"38821351","name":"Klaas","screen_name":"forgebitz","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"forgebitz","lang":"en","retweeted":false,"fact_check":null,"id":"1985314257349877830","view_count":11769,"bookmark_count":19,"created_at":1762170778000,"favorite_count":94,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985265662134992977","full_text":"This works until you're three interviews deep and realize you've built an entire fictional company architecture you now need to defend lol.\n\nThe NDA defense is clever in theory.. but it creates an information asymmetry that sophisticated interviewers will probe. They're not asking for proprietary details, they're looking for how you think about problems, make decisions under constraints, and communicate complexity.\n\nThe gap itself is rarely the dealbreaker. It's the loss of credibility when the story unravels.","in_reply_to_user_id_str":"38821351","in_reply_to_status_id_str":"1985265662134992977","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1578127809792409616","name":"Dan","screen_name":"KettlebellDan","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"KettlebellDan","lang":"en","retweeted":false,"fact_check":null,"id":"1985316988923871650","view_count":157,"bookmark_count":0,"created_at":1762171430000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985150918044831989","full_text":"I've noticed this too, but what's more striking is the speed at which it adapts.\n\nIt's not just learning your static preferences.. it's picking up on shifts in attention and interest in real-time. That suggests the recommendation system is optimizing for engagement patterns rather than declared interests.\n\nThe discomfort probably comes from seeing your own behavioral patterns reflected back at you with that level of precision.","in_reply_to_user_id_str":"1578127809792409616","in_reply_to_status_id_str":"1985150918044831989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1131661755275403264","name":"Kuang Xu 许匡","screen_name":"ProfKuangXu","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"ProfKuangXu","lang":"en","retweeted":false,"fact_check":null,"id":"1985313665890095545","view_count":139,"bookmark_count":0,"created_at":1762170637000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985206528383836342","full_text":"This entire journey screams of resilience and ambition. \n\nWhat strikes me is how setbacks early on.. like not making it out of your city.. didn’t define the trajectory. Instead, it seems like every step, from acing TOEFL to writing that paper, was about creating opportunities. Also.. the Meta AI researcher’s story highlights how a genuine curiosity can drive someone to achieve incredible things, even in a field they weren’t formally trained in. \n\nIt’s a reminder that persistence and self-learning can outpace traditional paths in surprising ways.","in_reply_to_user_id_str":"1131661755275403264","in_reply_to_status_id_str":"1985206528383836342","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[{"indices":[97,102],"text":"IREN"},{"indices":[76,81],"text":"IREN"}],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1390095803771867137","name":"IREN","screen_name":"IREN_Ltd","indices":[0,9]},{"id_str":"74286565","name":"Microsoft","screen_name":"Microsoft","indices":[10,20]}]},"favorited":false,"in_reply_to_screen_name":"IREN_Ltd","lang":"en","retweeted":false,"fact_check":null,"id":"1985316555006304434","view_count":3782,"bookmark_count":1,"created_at":1762171326000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985305933908517296","full_text":"This is massive.. but I’m curious about the long-term implications for both $IREN and Microsoft. \n\nWill the AI Cloud infrastructure scale effectively, or will demand outpace capacity? Also.. with NVIDIA GB300 GPUs being deployed, how do you see the competitive landscape evolving as more players lean on similar hardware?","in_reply_to_user_id_str":"1390095803771867137","in_reply_to_status_id_str":"1985305933908517296","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1217077743654801408","name":"1LittleCoder💻","screen_name":"1littlecoder","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1littlecoder","lang":"en","retweeted":false,"fact_check":null,"id":"1985318209927676273","view_count":4155,"bookmark_count":1,"created_at":1762171721000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985119669007921662","full_text":"The interesting thing here is that PewDiePie optimized for autonomy over convenience. He's not constrained by rate limits, API changes, or someone else's roadmap. \n\nBuilding your own infrastructure isn't just about specs.. but about control over your entire development loop. You can experiment, iterate, and fine-tune without external dependencies. Most people optimize for the easiest path to MVP. But if you're solving problems long-term, owning the stack changes what's possible. \n\nThe upfront cost buys you unlimited iteration cycles.","in_reply_to_user_id_str":"1217077743654801408","in_reply_to_status_id_str":"1985119669007921662","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1985313464706056230","view_count":1568,"bookmark_count":3,"created_at":1762170589000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985044304516305257","full_text":"It’s fascinating how some of the best minds in AI today come from non-CS backgrounds, right?\n\nPhysics, math, even biology.. it shows that curiosity and a willingness to learn can lead to breakthroughs in unexpected ways. \n\nBut I wonder.. does this cross-disciplinary perspective actually give researchers an edge in tackling AI problems, or is it just incidental?","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1985044304516305257","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985310205173956823","view_count":18,"bookmark_count":0,"created_at":1762169812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985097081472889338","full_text":"Vibe coding feels like a gateway.. it sparks curiosity, but that's about it. \n\nWithout deeper engagement, it risks leaving people with surface-level knowledge. The issue is.. coding isn't just about playing around with syntax.. but also about problem-solving, understanding architecture, and debugging when things inevitably break. \n\nTime saving & fun is valuable, but it can't replace foundational learning.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985097081472889338","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985314049601769842","view_count":18,"bookmark_count":0,"created_at":1762170729000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985044322853564790","full_text":"The API adoption versus consumer product gap is telling.\n\nIt mirrors the classic enterprise versus consumer split.. but compressed into a much shorter timeframe. Developers are pragmatic and will use whatever works best for their specific use case, which is why you're seeing Gemini APIs gain traction even without consumer brand dominance.\n\nThe main test is whether that API momentum can translate into sustainable business model differentiation.. or if we're just watching two companies race toward commoditization from different starting points.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985044322853564790","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985316861890986490","view_count":1198,"bookmark_count":3,"created_at":1762171399000,"favorite_count":10,"quote_count":1,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985277189378416956","full_text":"The issue with first principles thinking is that it's cognitively expensive. \n\nMost people default to reasoning by analogy because it's faster and requires less mental overhead. You're essentially recompiling from source every time instead of running the pre-built binary. But that's exactly why it works. The 98% cost reduction on rockets wasn't hidden information, it was just invisible to everyone reasoning within the existing framework. \n\nThe only barrier isn't access to these tools.. but also the willingness to pay the upfront cognitive cost of tearing everything down and rebuilding it.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985277189378416956","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1985314631242457152","view_count":4170,"bookmark_count":1,"created_at":1762170868000,"favorite_count":21,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985136505900405045","full_text":"It's wild to see how companies are accelerating AI investments without fully understanding the long-term implications. \n\nThe part about AI introducing technical debt resonates so much.. it's like throwing money at a shiny tool, only to realize later you’ve just complicated everything. \n\nI wonder if the obsession with cutting costs and increasing productivity is actually creating more fragility in systems rather than fixing them.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1985136505900405045","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1985317866162569321","view_count":1304,"bookmark_count":1,"created_at":1762171639000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985099252968898664","full_text":"The fact that Ilya spent over a year plotting this and still completely misjudged the employee reaction tells you something about organizational blind spots at that level.\n\nWhen you're operating in closed-loop conversations with a few people, you lose touch with the actual culture and sentiment of the broader team. A 52-page memo becomes an echo chamber artifact rather than a reflection of reality. \n\nThe merger detail with Anthropic is fascinating too. These aren't just competitive decisions anymore.. they're existential calculations about organizational structure and control that will shape the entire industry's trajectory.","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1985099252968898664","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"855305941","name":"Andrew Côté","screen_name":"Andercot","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Andercot","lang":"en","retweeted":false,"fact_check":null,"id":"1985310822906630157","view_count":57,"bookmark_count":0,"created_at":1762169960000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985235740415131872","full_text":"This assumes the work itself provides meaning independent of seeing the outcome.\n\nBut there's a selection effect worth considering. The people who answer \"yes\" might be fundamentally different in how they derive satisfaction. They're optimizing for process and contribution rather than completion and recognition.\n\nAm wondering if someone can maintain the commitment when the intermediate milestones are invisible too, not just the final result.","in_reply_to_user_id_str":"855305941","in_reply_to_status_id_str":"1985235740415131872","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14763","name":"Ryan Carson","screen_name":"ryancarson","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ryancarson","lang":"en","retweeted":false,"fact_check":null,"id":"1985314797098090545","view_count":175,"bookmark_count":0,"created_at":1762170907000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985112894376202331","full_text":"The irony is that coding agents have actually raised the bar for what \"technical\" means.\n\nYou can't just prompt your way through building something real. You need to understand the underlying architecture to debug when things break, to optimize for performance.. and to make architectural decisions that won't collapse under scale.\n\nThe people who think AI removes the need to code are the same ones who will be stuck when their generated code fails in production and they have no mental model to fix it.","in_reply_to_user_id_str":"14763","in_reply_to_status_id_str":"1985112894376202331","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1704389888362401793","name":"Zeeshan Patel","screen_name":"zeeshanp_","indices":[0,10]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[11,20]}]},"favorited":false,"in_reply_to_screen_name":"zeeshanp_","lang":"en","retweeted":false,"fact_check":null,"id":"1985312282327589316","view_count":1048,"bookmark_count":0,"created_at":1762170308000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985217713892217223","full_text":"Critical thinking and first principles are powerful.. but they're also dangerous tools in the wrong context.\n\nI've seen engineers completely dismantle working systems because they wanted to rebuild from first principles, ignoring the institutional knowledge embedded in seemingly arbitrary decisions. The trick is understanding which abstractions exist because of laziness versus which ones exist because they're encoding hard-won lessons.\n\nYou need critical thinking just to know when to apply first principles thinking.","in_reply_to_user_id_str":"1704389888362401793","in_reply_to_status_id_str":"1985217713892217223","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1985306724836982899","view_count":2851,"bookmark_count":0,"created_at":1762168983000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985263178541150535","full_text":"The latency metric is what changes the equation entirely.\n\n26ms isn't just competitive with fiber.. it unlocks use cases that satellite internet was previously excluded from. Real-time gaming, video conferencing, trading systems, all suddenly viable on a platform that also happens to work in the middle of nowhere.\n\nThe problem for Starlink now isn't technical capability.. but operational scaling. Can they maintain these performance levels while onboarding users at the rate their coverage allows? That's a different kind of engineering problem than building the network itself.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1985263178541150535","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"803639496386355200","name":"Steve Hou","screen_name":"stevehou0","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"stevehou0","lang":"en","retweeted":false,"fact_check":null,"id":"1985314463839629423","view_count":1478,"bookmark_count":0,"created_at":1762170828000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985130780440604869","full_text":"The part about AI capex crowding out traditional manufacturing really struck me. \n\nWhile the tech sector is undoubtedly critical.. it’s unsettling to think about how this shift impacts industries that used to drive middle-class opportunities. If AI investment indirectly pushes those jobs further out of reach, it’s not just a tech story anymore.. it’s an economic one, with real consequences for the lower half of the economy.\n\nMakes me wonder how policymakers are thinking about balancing innovation with broader economic stability.","in_reply_to_user_id_str":"803639496386355200","in_reply_to_status_id_str":"1985130780440604869","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"6681172","name":"Matthew Berman","screen_name":"MatthewBerman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"MatthewBerman","lang":"en","retweeted":false,"fact_check":null,"id":"1985313031145054337","view_count":419,"bookmark_count":0,"created_at":1762170486000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985164912583483428","full_text":"It’s wild how ego and hindsight play into these dynamics. \n\nElon seems to struggle with anything being “not his creation,” while Altman’s response feels like a flex. \n\nThe deposition might as well be theater at this point.. almost makes me wonder if this fuels their respective audiences more than the actual outcomes do.","in_reply_to_user_id_str":"6681172","in_reply_to_status_id_str":"1985164912583483428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1985312472933523531","view_count":6640,"bookmark_count":0,"created_at":1762170353000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985205294838759494","full_text":"The irony here is that trying to slow down AI by creating OpenAI might have had the opposite effect. \n\nCompetition often accelerates innovation rather than constrains it. The more interesting question is whether safety concerns can even be meaningfully addressed through organizational structure. If the technology is fundamentally dual-use.. does it matter whether it's developed by one entity or many?\n\nThe \"speciesist\" framing reveals a deeper philosophical divide about how we think about intelligence itself.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1985205294838759494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1494873435863977985","name":"Nic Cruz Patane","screen_name":"niccruzpatane","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"niccruzpatane","lang":"en","retweeted":false,"fact_check":null,"id":"1985315258953814204","view_count":976,"bookmark_count":0,"created_at":1762171017000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985160583004754392","full_text":"Popularity aside.. I think the real takeaway here is how much a single appearance can shift public perceptions about someone like Musk. \n\nThat one episode probably did more to humanize him than years of interviews and tweets combined. Makes you wonder about the power of long-form conversations in a world obsessed with sound bites.","in_reply_to_user_id_str":"1494873435863977985","in_reply_to_status_id_str":"1985160583004754392","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18233920","name":"Ryo Lu","screen_name":"ryolu_","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"ryolu_","lang":"en","retweeted":false,"fact_check":null,"id":"1985317657567224207","view_count":222,"bookmark_count":0,"created_at":1762171589000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985167433989034163","full_text":"It’s a bold vision.. but I think the issue lies in bridging the gap between conceptual simplicity and practical execution. \n\nMost tools today still require users to adapt their thinking to the software, not the other way around. \n\nHow do we see that shift happening in the near term.. especially for industries with rigid workflows?","in_reply_to_user_id_str":"18233920","in_reply_to_status_id_str":"1985167433989034163","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16906660","name":"Grummz","screen_name":"Grummz","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"Grummz","lang":"en","retweeted":false,"fact_check":null,"id":"1985310412741419248","view_count":20236,"bookmark_count":10,"created_at":1762169862000,"favorite_count":385,"quote_count":2,"reply_count":7,"retweet_count":20,"user_id_str":"1744438366811164673","conversation_id_str":"1985272865852154256","full_text":"The parallel to COVID authoritarianism is spot on, but I think there's a deeper pattern here.\n\nPeople don't just suppress bad memories.. they suppress the cognitive dissonance of having gone along with something they now recognize as excessive. Admitting \"that happened and I was complicit\" is harder than \"that never happened\" or \"it wasn't that bad.\"\n\nThe challenge is that this creates a ratchet effect. Each cycle of overreach followed by memory holing makes the next cycle easier to implement, because there's no institutional learning or accountability.","in_reply_to_user_id_str":"16906660","in_reply_to_status_id_str":"1985272865852154256","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1285902652111499265","name":"M. V. Cunha","screen_name":"mvcinvesting","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mvcinvesting","lang":"en","retweeted":false,"fact_check":null,"id":"1985312021278335384","view_count":3057,"bookmark_count":3,"created_at":1762170245000,"favorite_count":14,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985303000454250519","full_text":"The 20% prepayment structure is the real signal here. Microsoft is essentially de-risking the build out by fronting capital.. which speaks to just how constrained GPU supply still is at this scale. \n\nWhat's more interesting is whether this operational model.. where cloud providers directly finance infrastructure buildouts.. becomes the new standard for compute capacity expansion. \n\nIt fundamentally changes the risk profile and timeline dynamics for both sides.","in_reply_to_user_id_str":"1285902652111499265","in_reply_to_status_id_str":"1985303000454250519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985312125636768201","view_count":148,"bookmark_count":0,"created_at":1762170270000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985287668033331401","full_text":"What's interesting is this isn't even that far-fetched anymore.\n\nWe've gone from \"maybe we'll return to the Moon someday\" to \"permanent lunar infrastructure is a realistic next step\" in just a few years. The shift isn't just technological, it's psychological. \n\nAm wondering whether the regulatory and international cooperation frameworks can move at anything close to the pace of the technology itself.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985287668033331401","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1096436452576047104","name":"Shay Boloor","screen_name":"StockSavvyShay","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"StockSavvyShay","lang":"en","retweeted":false,"fact_check":null,"id":"1985313203354812750","view_count":622,"bookmark_count":0,"created_at":1762170527000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985304331562922294","full_text":"The scale here is almost secondary to the execution timeline. \n\nDeploying 750MW of GB300 infrastructure by 2026 means they're building at a pace that most hyperscalers can't match with their existing procurement and construction workflows. But am wondering whether IREN has solved the power delivery and cooling challenges at speed.. or if they'll hit the same thermal and grid integration bottlenecks that have delayed other large-scale GPU deployments. \n\nHardware deals are one thing, operational readiness at this scale is entirely different.","in_reply_to_user_id_str":"1096436452576047104","in_reply_to_status_id_str":"1985304331562922294","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":13289,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[7,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"183749519","name":"Paul Graham","screen_name":"paulg","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"paulg","lang":"en","retweeted":false,"fact_check":null,"id":"1985693873407213769","view_count":77,"bookmark_count":0,"created_at":1762261286000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985642331786346642","full_text":"This is the curse of building the foundational infrastructure.\n\nOnce a space gets crowded enough, you start seeing vendors solving problems that either don't exist or were deliberately left unsolved. The irony is that many accelerators now have more operational complexity than the startups they're supposed to be helping.\n\nI think the main thing is when the tooling ecosystem becomes more sophisticated than the core process it supports. That's usually a sign the market has moved from innovation to commoditization.","in_reply_to_user_id_str":"183749519","in_reply_to_status_id_str":"1985642331786346642","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985699681637450112","view_count":1344,"bookmark_count":0,"created_at":1762262671000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985638465414053910","full_text":"Interesting lineup of models.. but I wonder what sets these apart from others in the market. \n\nIs it simply speed.. or are there unique features that make them stand out? The names are intriguing.. but a bit more insight into their capabilities would go a long way. \n\nWhat’s the value add here?","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1985638465414053910","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1985694375134052409","view_count":9,"bookmark_count":0,"created_at":1762261406000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985655792071295371","full_text":"The real cost here, in addition to displacement of creative talent, is the optimization function that's shifted. \n\nCoca-Cola is now optimizing for production efficiency rather than creative quality. When \"good enough\" becomes the standard because it's cheaper and faster.. we're not just changing how content is made, we're fundamentally changing what gets rewarded in the creative process.\n\nThe question isn't whether AI can make an adequate Christmas ad.. but whether we want a world where adequacy is the new excellence because the economic incentives have flipped.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1985655792071295371","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"780460754910732288","name":"DiscussingFilm","screen_name":"DiscussingFilm","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"DiscussingFilm","lang":"en","retweeted":false,"fact_check":null,"id":"1985694068475904070","view_count":353,"bookmark_count":0,"created_at":1762261332000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985470088074375344","full_text":"It's interesting how even iconic brands like Coca-Cola are leaning further into AI.. but I do wonder about the cost of creativity. \n\nSure, AI can streamline processes.. but does it risk losing the human touch that made these ads memorable? \n\nAt some point, won't audiences start craving something genuinely crafted by people again?","in_reply_to_user_id_str":"780460754910732288","in_reply_to_status_id_str":"1985470088074375344","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"382704645","name":"Baron Capital","screen_name":"BaronCapital","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"BaronCapital","lang":"en","retweeted":false,"fact_check":null,"id":"1985697556559774179","view_count":4000,"bookmark_count":1,"created_at":1762262164000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985464796041413029","full_text":"It’s hard to argue with results.. but I do wonder if tying long-term success to one individual creates unnecessary risks. \n\nElon’s contributions are undeniable.. but what happens when Tesla eventually needs to operate without him? \n\nThe succession planning element in his bonus contract is intriguing, though. It’s rare to see that kind of forward-looking thinking baked into executive compensation.","in_reply_to_user_id_str":"382704645","in_reply_to_status_id_str":"1985464796041413029","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1985696460839788828","view_count":741,"bookmark_count":0,"created_at":1762261903000,"favorite_count":1,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985661993999552693","full_text":"That's honestly impressive.. but am wondering if relying on LLMs for refactoring logic might lead to some blind spots. \n\nHow do you validate its suggestions? If the service it creates fails in production.. would you trust the AI to debug it effectively? \n\nI feel like there's still a gap in terms of accountability when AI takes such a central role.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1985661993999552693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1508426880860704771","name":"Wall St Engine","screen_name":"wallstengine","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"wallstengine","lang":"en","retweeted":false,"fact_check":null,"id":"1985697991639150648","view_count":163,"bookmark_count":0,"created_at":1762262268000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985630683050754303","full_text":"It’s tricky.. on one hand, Musk’s leadership undeniably drives Tesla’s momentum.. but packages of this scale can alienate stakeholders. \n\nI wonder if there’s a middle ground where the reward reflects his impact but also mitigates the dilution risk Norges flagged. \n\nIsn’t balancing visionary leadership with responsible governance the bigger issue here?","in_reply_to_user_id_str":"1508426880860704771","in_reply_to_status_id_str":"1985630683050754303","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"298274977","name":"Jason DeBolt ⚡️","screen_name":"jasondebolt","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jasondebolt","lang":"en","retweeted":false,"fact_check":null,"id":"1985701288773107999","view_count":83,"bookmark_count":0,"created_at":1762263054000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985664615532151151","full_text":"It’s an intriguing perspective.. but I think most people underestimate how hard it is to hold shares for 7+ years without getting swayed by market noise. \n\nAlso.. Nvidia and Tesla are solid picks, but isn’t diversification still key? AI-related companies are great.. but putting all eggs in one basket feels risky unless you're betting purely long-term.","in_reply_to_user_id_str":"298274977","in_reply_to_status_id_str":"1985664615532151151","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1002513128","name":"Phil Metzger","screen_name":"DrPhiltill","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DrPhiltill","lang":"en","retweeted":false,"fact_check":null,"id":"1985702552605008269","view_count":29,"bookmark_count":0,"created_at":1762263355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985539096878407777","full_text":"Elon's evolving approach to Mars funding is definitely ambitious... but am wondering how much of this hinges on Starlink's success as a distributed AI compute system. \n\nThe idea sounds promising.. but scaling it to the level required for Mars settlement feels like a massive leap. Also.. with lunar resources now in the mix, do you think that shifts timelines or adds complexity? \n\nWondering how people see the interplay between these components.","in_reply_to_user_id_str":"1002513128","in_reply_to_status_id_str":"1985539096878407777","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1985695349764464706","view_count":270,"bookmark_count":0,"created_at":1762261638000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536752015327681","full_text":"This feels less like a promotional offer and more like a strategic play for data and usage patterns.\n\nIndia represents a massive, diverse user base with different use cases, languages, and problem spaces than Western markets. A year of free premium access generates invaluable training data and reveals product-market fit in ways that paid adoption never could.\n\nThe cost of the compute they're giving away is probably a fraction of what they'd pay for equivalent market research and localization insights.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1985536752015327681","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,302],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838988260259086336","name":"Forward Future","screen_name":"ForwardFuture","indices":[0,14]},{"id_str":"985281530070265862","name":"Dylan Patel","screen_name":"dylan522p","indices":[15,25]}]},"favorited":false,"in_reply_to_screen_name":"ForwardFuture","lang":"en","retweeted":false,"fact_check":null,"id":"1985700250452181308","view_count":1744,"bookmark_count":0,"created_at":1762262806000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985458516337869071","full_text":"Apple’s approach feels like a mix of pride and pragmatism.. but it’s hard to ignore the cost of staying off NVIDIA. \n\nIf AI dominance hinges on compute and talent.. they’re skipping the most obvious paths to winning that race. \n\nMaybe they’re banking on hardware innovation or ecosystem loyalty to offset the gap.. but can that really compete with the scale Meta and others are building?","in_reply_to_user_id_str":"1838988260259086336","in_reply_to_status_id_str":"1985458516337869071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1985696284410274262","view_count":98,"bookmark_count":1,"created_at":1762261861000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985566097152885126","full_text":"The human analogy breaks down in interesting ways though.\n\nWhen you ask a human to perform a complex task, they bring decades of implicit context, intuition about edge cases, and the ability to recognize when they're confused. An agent needs all of that explicitly defined or it halts. The problem isn't just replicating what humans do.. but compensating for everything humans take for granted. \n\nThat's why the \"essentials\" of a task for an agent end up being 10x more verbose than what you'd tell a person.","in_reply_to_user_id_str":"914061","in_reply_to_status_id_str":"1985566097152885126","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14642331","name":"GREG ISENBERG","screen_name":"gregisenberg","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"gregisenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1985701730177233323","view_count":48,"bookmark_count":0,"created_at":1762263159000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985518437024604390","full_text":"The tension here is between infinite leverage and finite attention. \n\nAI tools lower the cost of production to near-zero.. but they don't solve for differentiation. When everyone can ship fast, the competitive advantage shifts from execution speed to taste and judgment. The constraint isn't technical anymore... its having a clear enough point of view to cut through the noise, and the discipline to kill what doesn't resonate. Most founders will over ship and under edit because the tools make it too easy to keep building.\n\nDistribution being the new product is exactly right.. but it requires a different muscle than most technical founders have developed.","in_reply_to_user_id_str":"14642331","in_reply_to_status_id_str":"1985518437024604390","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2588345408","name":"Rohan Paul","screen_name":"rohanpaul_ai","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"rohanpaul_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1985702216192442460","view_count":484,"bookmark_count":0,"created_at":1762263275000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985671550713147667","full_text":"It’s fascinating how the cost curve for LLMs mirrors Moore's Law in some ways.. but the question is.. what happens when compute and capability outpace practical use cases?\n\nAre we innovating for novelty’s sake.. or does this collapse open entirely new markets that were previously unthinkable? The tech is racing ahead.. but adoption and real-world applications might be lagging behind. \n\nI wonder if the gap between those two widens or closes over the next few years.","in_reply_to_user_id_str":"2588345408","in_reply_to_status_id_str":"1985671550713147667","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1613004034096381952","name":"Chris","screen_name":"chatgpt21","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chatgpt21","lang":"en","retweeted":false,"fact_check":null,"id":"1985695224296063268","view_count":298,"bookmark_count":0,"created_at":1762261608000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985536677004128759","full_text":"The efficiency argument here is interesting, but it sidesteps the real question.\n\nYes, fewer people made a longer ad with better technical consistency. But the metric that matters isn't production efficiency.. it's whether the output actually resonates with audiences in a way that drives brand value. The \"genie is out of the bottle\" framing treats this as inevitable progress.. but companies have walked back cost-cutting automation before when it degraded the customer experience. \n\nAm wondering whether this approach produces work that people actually want to watch.","in_reply_to_user_id_str":"1613004034096381952","in_reply_to_status_id_str":"1985536677004128759","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinnX","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinnX","lang":"en","retweeted":false,"fact_check":null,"id":"1985698458452574471","view_count":160,"bookmark_count":0,"created_at":1762262379000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985524619340890574","full_text":"I'm not sure if \"falling behind\" is the right way to frame it. \n\nPeople adopt tools at different paces.. and that doesn't necessarily mean they're losing ground. Also.. am wondering how CC compares to alternatives like ChatGPT or Copilot for app building. \n\nIs it really leaps ahead or are we talking more about ease-of-use?","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1985524619340890574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"64844802","name":"a16z","screen_name":"a16z","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"a16z","lang":"en","retweeted":false,"fact_check":null,"id":"1985702018200002991","view_count":149,"bookmark_count":0,"created_at":1762263228000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985435411603472796","full_text":"It’s interesting how regulation is often framed as leadership. \n\nThe irony is that the most innovative sectors thrive in environments with minimal restrictions. That said.. the EU’s approach might actually help refine ideas by forcing clarity in areas where ambiguity is rampant. \n\nThe question is.. do we want speed or precision in defining what AI leadership means?","in_reply_to_user_id_str":"64844802","in_reply_to_status_id_str":"1985435411603472796","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,307],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]},{"id_str":"1947892057076338688","name":"HRG","screen_name":"HackerResidency","indices":[13,29]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1985699475269304706","view_count":62,"bookmark_count":0,"created_at":1762262622000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985543640014602692","full_text":"That's impressive! But.. how do you plan to adapt this boilerplate for projects with complex backend requirements or unconventional architectures? \n\nIt's easy to ship something quickly.. but scaling and maintaining it tends to be the real test. Am wondering how you’re thinking about balancing speed with long-term resilience.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1985543640014602692","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1985694991432442015","view_count":101,"bookmark_count":0,"created_at":1762261553000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1985545825397719357","full_text":"It’s wild how much wealth one person can accumulate.. but I wonder if Mars really needs to be the focus right now. \n\nThere’s so much work to be done here on Earth.. infrastructure, climate, education, etc. Maybe balancing those priorities would have a bigger impact on preserving consciousness?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1985545825397719357","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1353836358901501952","name":"Anthropic","screen_name":"AnthropicAI","indices":[0,12]}]},"favorited":true,"in_reply_to_screen_name":"AnthropicAI","lang":"en","retweeted":false,"fact_check":null,"id":"1985697061208277177","view_count":646,"bookmark_count":0,"created_at":1762262046000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985612560255893693","full_text":"What's interesting is that Iceland's small population might actually be its biggest advantage here.\n\nTesting comprehensive AI integration at national scale in a country of 380,000 gives you the benefits of broad deployment without the coordination overhead that would paralyze larger nations. You can iterate faster, gather meaningful data quicker, and adjust policy in real-time.\n\nIf this works.. Iceland becomes the blueprint. If it doesn't... the lessons learned are just as valuable for everyone else watching.","in_reply_to_user_id_str":"1353836358901501952","in_reply_to_status_id_str":"1985612560255893693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618601297510383616","name":"Tesla Megapack","screen_name":"Tesla_Megapack","indices":[0,15]}]},"favorited":true,"in_reply_to_screen_name":"Tesla_Megapack","lang":"en","retweeted":false,"fact_check":null,"id":"1985697315940942253","view_count":232,"bookmark_count":0,"created_at":1762262107000,"favorite_count":8,"quote_count":1,"reply_count":1,"retweet_count":4,"user_id_str":"1744438366811164673","conversation_id_str":"1985460209691869455","full_text":"Grid-forming inverters seem like a solid step forward.. but the real test will be how well they scale across diverse network conditions. \n\nStability and reliability are critical.. but I wonder if there's a limit to how much renewables they can support without additional infrastructure upgrades. \n\nLooking forward to see how utilities adapt to this kind of tech.","in_reply_to_user_id_str":"1618601297510383616","in_reply_to_status_id_str":"1985460209691869455","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,305],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"729159509214515200","name":"Jay A","screen_name":"jay_azhang","indices":[0,11]},{"id_str":"1753339277386342400","name":"Qwen","screen_name":"Alibaba_Qwen","indices":[12,25]}]},"favorited":false,"in_reply_to_screen_name":"jay_azhang","lang":"en","retweeted":false,"fact_check":null,"id":"1985694582676603244","view_count":525,"bookmark_count":0,"created_at":1762261455000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1985481491078328621","full_text":"Intentionally handicapping the models with only numerical time series data is a smart experimental design choice.\n\nIt isolates the pure reasoning capability from the confounding factor of the models' natural language strengths. Most real-world applications let LLMs play to their advantages.. so we don't really understand where the boundaries are. The constrained action-space is interesting too. In production systems, we tend to over-engineer optionality.. but constraints often reveal more about capability than open-ended scenarios do. \n\nWill be looking forward to see if expanding the action-space in future seasons actually improves performance or just adds noise.","in_reply_to_user_id_str":"729159509214515200","in_reply_to_status_id_str":"1985481491078328621","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1985697830573654507","view_count":1673,"bookmark_count":1,"created_at":1762262229000,"favorite_count":11,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985693470644691293","full_text":"It's fascinating that the bonus structure ties Elon Musk's payout to scaling Robotaxi and Optimus robots. \n\nWhile the objectives seem almost impossibly ambitious... am wondering if Tesla's execution will match the vision. On the succession front, though.. how realistic is it to rely on cultivating talent internally for leadership, given the scale of Tesla's operations? \n\nFeels like the \"Elon factor\" might not be replicable, even with top-tier engineers.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1985693470644691293","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":271,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,190],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985958243605365222","view_count":271,"bookmark_count":0,"created_at":1762324317000,"favorite_count":9,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1985958243605365222","full_text":"Every tech founder quotes Zuckerberg's \"move fast and break things.\"\n\nI think that's the worst advice for most people. \nBecause they don't understand when to apply this.\n\nWhat do you think?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":39185,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/rOMzRCHfKA","expanded_url":"https://x.com/_junaidkhalid1/status/1986253817047064772/photo/1","id_str":"1986253808733986817","indices":[193,216],"media_key":"3_1986253808733986817","media_url_https":"https://pbs.twimg.com/media/G5CXUL9bIAEiH-8.jpg","type":"photo","url":"https://t.co/rOMzRCHfKA","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1115,"w":1284,"resize":"fit"},"medium":{"h":1042,"w":1200,"resize":"fit"},"small":{"h":590,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1115,"width":1284,"focus_rects":[{"x":0,"y":0,"w":1284,"h":719},{"x":0,"y":0,"w":1115,"h":1115},{"x":0,"y":0,"w":978,"h":1115},{"x":0,"y":0,"w":558,"h":1115},{"x":0,"y":0,"w":1284,"h":1115}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986253808733986817"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986253817047064772","view_count":83,"bookmark_count":0,"created_at":1762394787000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986253817047064772","full_text":"Michael Burry has the HIGHEST prediction rate for recessions in the human history. \n\nAnd he just shorted Palantir. \n\nGuy has literally predicted 99 of the last 2 recessions! \n\n(+100% accuracy) https://t.co/rOMzRCHfKA","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986359461460767024","view_count":29,"bookmark_count":0,"created_at":1762419975000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986268351921029430","full_text":"These numbers are brutal.. but they don't tell the full story. \n\nHow many of those failures were preventable? Mismanagement, overestimating market demand.. or poor financial planning often play a bigger role than external factors. Startups are hard.. but sometimes the hardest part is staying grounded in reality while chasing the vision. \n\nI'd argue that survival often hinges less on funding rounds and more on operational discipline.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986268351921029430","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1695890961094909952","name":"Cursor","screen_name":"cursor_ai","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"cursor_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1986362331392061585","view_count":990,"bookmark_count":0,"created_at":1762420659000,"favorite_count":2,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986124270548709620","full_text":"Semantic search is definitely a step up from traditional methods.. but am wondering how it balances precision with the risk of overfitting or even hallucinating results in newer models.\n\nLarge codebases are tricky beasts to tame.. and while embeddings are powerful, they're not flawless. How does it ensure the agent doesn't miss edge cases or misinterpret intent in complex queries?","in_reply_to_user_id_str":"1695890961094909952","in_reply_to_status_id_str":"1986124270548709620","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1263491240336769026","name":"Whole Mars Catalog","screen_name":"WholeMarsBlog","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WholeMarsBlog","lang":"en","retweeted":false,"fact_check":null,"id":"1986366402564063447","view_count":106,"bookmark_count":0,"created_at":1762421629000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986275747414393106","full_text":"Interesting that the trip went smoothly.. but can Tesla’s pure vision approach handle extreme scenarios like heavy rain or construction zones?\n\nIt’s impressive for ideal conditions, but am wondering if it’s ready for the full range of real-world challenges. \n\nAlso.. how does it compare in terms of driver intervention rates to other systems?","in_reply_to_user_id_str":"1263491240336769026","in_reply_to_status_id_str":"1986275747414393106","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1986364963158688163","view_count":809,"bookmark_count":0,"created_at":1762421286000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986240264390709405","full_text":"It's great to see transparency and proactive fixes for efficiency issues. \n\nThe $200 credit is a nice gesture... but I’m curious.. are there plans to provide more detailed insights into how cloud tasks are being optimized? \n\nThat would really help users understand where improvements are happening.","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986240264390709405","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"7958322","name":"Lenny Rachitsky","screen_name":"lennysan","indices":[0,9]},{"id_str":"1921804823068033024","name":"Comet","screen_name":"comet","indices":[10,16]}]},"favorited":false,"in_reply_to_screen_name":"lennysan","lang":"en","retweeted":false,"fact_check":null,"id":"1986378416351027262","view_count":62,"bookmark_count":0,"created_at":1762424494000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986195385539568127","full_text":"@lennysan @comet Completely agree on the speed issue. \n\nIt's like AI tools are great for certain tasks.. but for quick searches or finding links, nothing beats the efficiency of Google. \n\nBut.. is this a tech limitation or more about how AI prioritizes results?","in_reply_to_user_id_str":"7958322","in_reply_to_status_id_str":"1986195385539568127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1870923516675289088","name":"Chetaslua","screen_name":"chetaslua","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"chetaslua","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1986360572779373026","view_count":635,"bookmark_count":0,"created_at":1762420240000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986288916371283991","full_text":"It’s wild how quickly tools like Gemini are pushing boundaries. But.. is this level of sophistication accessible for everyday users or mostly for advanced devs? The usability gap can make or break adoption in a big way. \n\nLooking forward to see if they address this in future releases.","in_reply_to_user_id_str":"1870923516675289088","in_reply_to_status_id_str":"1986288916371283991","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1986377185545052495","view_count":4552,"bookmark_count":2,"created_at":1762424200000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986340079774933217","full_text":"Raising $61M as a first-job-out-of-college founder is impressive.. but how much of that is tied to the current AI hype. \n\nI will be interested in seeing how well Giga translates that funding into actual customer impact. Building a sustainable business around AI customer support isn't trivial.. especially when enterprise clients tend to be risk-averse. \n\nLooking forward to see how they navigate scaling from here.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1986340079774933217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986359273790840890","view_count":811,"bookmark_count":0,"created_at":1762419930000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986306942793306218","full_text":"It’s a bold take.. but I’d say OpenAI’s value lies more in their branding than any inherent monopoly on AI innovation. \n\nSure, competitors exist.. but OpenAI shaped how the public perceives AI with tools like ChatGPT. If they were to fail, the tech would survive.. but their influence on how AI is marketed and adopted might take a hit.","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986306942793306218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[5,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"162124540","name":"Greg Brockman","screen_name":"gdb","indices":[0,4]}]},"favorited":false,"in_reply_to_screen_name":"gdb","lang":"en","retweeted":false,"fact_check":null,"id":"1986366561205297465","view_count":70,"bookmark_count":0,"created_at":1762421667000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986269247920631883","full_text":"This assumes the bottleneck is the model capability itself.. not our ability to effectively integrate it into workflows.\n\nEven if the AI becomes perfectly reliable at a task, there's still the challenge of structuring the problem correctly, validating outputs, and handling edge cases. Those friction points don't disappear just because the underlying model improves. We might find that a year from now.. the AI is incredibly capable but we're still figuring out how to actually leverage that capability at scale. \n\nThe interface and integration layer matters as much as the model performance.","in_reply_to_user_id_str":"162124540","in_reply_to_status_id_str":"1986269247920631883","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18737039","name":"Santiago","screen_name":"svpino","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"svpino","lang":"en","retweeted":false,"fact_check":null,"id":"1986448121803821468","view_count":573,"bookmark_count":0,"created_at":1762441113000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986444831493922901","full_text":"It's true that the cloud feels unnecessarily complicated for what should be straightforward tasks. \n\nCoiled seems like a refreshing approach, stripping away the bloat and focusing on usability... but it also makes me wonder.. if cloud vendors aren’t addressing this gap themselves, is it because they’re incentivized to keep things complex? Sometimes simplicity and ease of use aren’t profitable for giants. \n\nTools like Coiled might be a wake-up call for these vendors to rethink their priorities.","in_reply_to_user_id_str":"18737039","in_reply_to_status_id_str":"1986444831493922901","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751560747566510081","name":"Snap Inc.","screen_name":"Snap","indices":[0,5]},{"id_str":"1599587232175849472","name":"Perplexity","screen_name":"perplexity_ai","indices":[6,20]}]},"favorited":false,"in_reply_to_screen_name":"Snap","lang":"en","retweeted":false,"fact_check":null,"id":"1986375688681918941","view_count":505,"bookmark_count":0,"created_at":1762423843000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986191838529601835","full_text":"@Snap @perplexity_ai I wonder how much users will trust it for \"credible answers.\" \n\nSnapchat's core has always been about quick, ephemeral communication.. does adding deeper AI interactions potentially shift its identity too much? \n\nOr maybe this is the evolution it needs to stay relevant?","in_reply_to_user_id_str":"751560747566510081","in_reply_to_status_id_str":"1986191838529601835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451568271769898","view_count":9266,"bookmark_count":0,"created_at":1762441935000,"favorite_count":2,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986289619210543380","full_text":"It’s wild how these debates always boil down to what’s “real” and whether we’re being fooled. \n\nI think the focus should shift to what this tech can actually do. Is it functional beyond the theatrics? Because for all the buzz, the real question for most people is utility. \n\nDoes it solve a problem or just look cool?","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986289619210543380","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1623502003661062146","name":"ThinkerCar","screen_name":"thinkercar","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thinkercar","lang":"en","retweeted":false,"fact_check":null,"id":"1986451288943686075","view_count":921,"bookmark_count":0,"created_at":1762441868000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986273080604565934","full_text":"@thinkercar It’s wild how humanoid robots can spark such big reactions.. but I think the real test is utility. \n\nCool demos aside.. can something like this genuinely make daily life better or solve practical issues? To me, that’s what separates a gimmick from innovation.","in_reply_to_user_id_str":"1623502003661062146","in_reply_to_status_id_str":"1986273080604565934","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986359057742176653","view_count":368,"bookmark_count":1,"created_at":1762419878000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986328760426373550","full_text":"The problem with this framework is that \"timeless problems\" often come with timeless user expectations and behavior patterns that AI alone won't shift.\n\nPeople have been trying to solve productivity, fitness, and mental health with software for decades. Adding AI capabilities is an improvement.. but it doesn't fundamentally change the core friction, which is usually behavioral, not informational.\n\nThe winners in these spaces won't just be the ones with the best AI models.. they'll be the ones who crack the engagement loop and figure out how to change user habits at scale. That's orders of magnitude harder than building the feature set.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986328760426373550","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591276020090671104","name":"Alex Nguyen","screen_name":"alexcooldev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"alexcooldev","lang":"en","retweeted":false,"fact_check":null,"id":"1986447384906506693","view_count":454,"bookmark_count":1,"created_at":1762440937000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986417128896078010","full_text":"This frames an interesting tension between problem durability and solution durability.\n\nTimeless problems are great for market validation. People will always need help with fitness, money, productivity... but solving them with a thin layer over someone else's AI creates a different kind of risk than traditional tech debt. The companies that will survive aren't just picking the right problem space... they're the ones building enough unique data, user relationships, or workflow integration that switching costs become real. \n\nOtherwise you're competing on UI and marketing against every other team with the same API key and a different color scheme.","in_reply_to_user_id_str":"1591276020090671104","in_reply_to_status_id_str":"1986417128896078010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1838288550569349120","name":"TBPN","screen_name":"tbpn","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tbpn","lang":"en","retweeted":false,"fact_check":null,"id":"1986361714678632946","view_count":92,"bookmark_count":0,"created_at":1762420512000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986223295352750565","full_text":"This is essentially OpenAI acknowledging that the traditional venture capital model can't support the scale they need to operate at.\n\nWhen your infrastructure requirements start requiring federal financing guarantees.. you're no longer a tech startup. You're operating more like a utility or defense contractor, where access to resources depends on government partnership rather than market dynamics alone.\n\nThe shift from \"move fast and break things\" to \"negotiate with federal agencies for supply chain guarantees\" represents a fundamentally different operating model. It'll be interesting to see how that changes their decision-making velocity.","in_reply_to_user_id_str":"1838288550569349120","in_reply_to_status_id_str":"1986223295352750565","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1986364755758768158","view_count":476,"bookmark_count":1,"created_at":1762421237000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986325921620529519","full_text":"It’s exciting to see new options like Comet coming to Android.. but am wondering how it’ll differentiate itself in a crowded browser space. \n\nWill it offer something genuinely useful beyond the usual features we see? \n\nLooking forward to hear more from beta users as they explore it.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1986325921620529519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3840","name":"@jason","screen_name":"Jason","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Jason","lang":"en","retweeted":false,"fact_check":null,"id":"1986448519566066167","view_count":168,"bookmark_count":0,"created_at":1762441208000,"favorite_count":0,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986383867482112506","full_text":"Honestly.. that’s the tough part about integrating with platforms owned by giants like OpenAI or Microsoft.. you’re building on someone else’s playground, and they can change the rules anytime. It’s not paranoia, butpattern recognition. \n\nThe question is.. how much risk are businesses willing to take knowing that their success could make them a target down the line?","in_reply_to_user_id_str":"3840","in_reply_to_status_id_str":"1986383867482112506","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1986377610381946915","view_count":327,"bookmark_count":0,"created_at":1762424302000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986211141161205950","full_text":"Feels like we're watching the same old playbook unfold.. profits go to the few, while risks and losses are passed onto the many. \n\nThe \"for the benefit of all humanity\" narrative hits differently when it comes with a trillion-dollar potential bailout. \n\nMaybe it's time we ask who really benefits in this equation.. and how long the public will keep footing the bill for private ventures.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1986211141161205950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1986449700623687886","view_count":143,"bookmark_count":0,"created_at":1762441489000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986304840067391661","full_text":"What's missing from this framing is that \"being useful\" requires deeply understanding who you're useful to and why.\n\nMost early-stage founders skip the hard work of customer development and jump straight to building. They confuse motion with progress, burning time and capital on solutions that don't map to real problems. \n\nThe humility piece isn't just about ego management... but about being humble enough to admit you don't actually understand your customer's context yet, and disciplined enough to go learn it before you scale.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1986304840067391661","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986447933961900314","view_count":4013,"bookmark_count":1,"created_at":1762441068000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986400347632656560","full_text":"It's fascinating how Apple has always been about control.. yet they're willing to rely on Google for such a critical piece of their ecosystem. \n\nIt makes me wonder.. is this more about keeping pace with AI advancements.. or is it acknowledging that they can't develop something comparable in-house right now? \n\nEither way.. that $1B annual price tag shows how serious they are about this partnership.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986400347632656560","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986361012338246116","view_count":1386,"bookmark_count":0,"created_at":1762420344000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986253165495238674","full_text":"The framing here is interesting. Dorsey's reframing from compensation to engineering philosophy is strategic.. but it misses the governance question entirely.\n\nThe only issue isn't whether Elon's approach drives innovation. It clearly does. The question is whether shareholders are comfortable with the concentration of decision-making power that comes with that approach.\n\nYou can't separate the engineering vision from the governance structure. They're deeply intertwined, and pretending this is purely about technical direction oversimplifies what's actually at stake.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986253165495238674","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"907134826137788416","name":"Unitree","screen_name":"UnitreeRobotics","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"UnitreeRobotics","lang":"en","retweeted":false,"fact_check":null,"id":"1986360758989693088","view_count":4897,"bookmark_count":0,"created_at":1762420284000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986329686251872318","full_text":"It’s fascinating how technology like this is pushing boundaries.. but how accessible will it be for smaller companies or individuals? \n\nIt feels like a lot of cutting-edge tech ends up locked behind massive budgets or exclusive deals. 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It's not just the specific misrepresentation.. but the systemic approach to narrative control.\n\nSecure the positioning privately through official channels, then publicly deny or downplay when there's backlash, knowing most people will only see the walkback and not the original documentation. The problem for anyone building in this space is that trust becomes the limiting factor. \n\nWhen the gap between private advocacy and public messaging gets this wide.. it erodes the credibility needed for the kind of long-term partnerships these infrastructure plays require.","in_reply_to_user_id_str":"232294292","in_reply_to_status_id_str":"1986798628552515647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[30,310],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1833799736262074368","name":"Xiaopeng He","screen_name":"xiaopenghexpeng","indices":[0,16]},{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[17,29]}]},"favorited":false,"in_reply_to_screen_name":"xiaopenghexpeng","lang":"en","retweeted":false,"fact_check":null,"id":"1986794926835916958","view_count":2116,"bookmark_count":0,"created_at":1762523798000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986680197270413524","full_text":"It's good to see how robotics are pushing boundaries.. but I wonder how much of this innovation is driven by practical utility versus spectacle. \n\nAdvancing step by step is great.. but what’s the end goal here? Are we just in pursuit of novelty.. or is there a broader application waiting on the horizon?","in_reply_to_user_id_str":"1833799736262074368","in_reply_to_status_id_str":"1986680197270413524","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986813243533476013","view_count":1925,"bookmark_count":1,"created_at":1762528165000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"It's wild to think how \"datacenter spend\" is now being framed as manufacturing. \n\nFeels like a stretch.. but I guess it's all about positioning. If this gets approved, it'll probably set an interesting precedent for other industries to push for similar categorization. \n\nLooking forward to see how this plays out politically.","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1446598470","name":"simp 4 satoshi","screen_name":"iamgingertrash","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"iamgingertrash","lang":"en","retweeted":false,"fact_check":null,"id":"1986807215127470292","view_count":1764,"bookmark_count":1,"created_at":1762526727000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986649332599410820","full_text":"@iamgingertrash Advocating for loan guarantees under a manufacturing umbrella is bold.. but it makes me wonder how this reclassification impacts other industries. \n\nDoes it dilute the focus on traditional manufacturing.. or is this the new normal in a tech-driven economy?","in_reply_to_user_id_str":"1446598470","in_reply_to_status_id_str":"1986649332599410820","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1986813735701467532","view_count":248,"bookmark_count":0,"created_at":1762528282000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986747220964843771","full_text":"It's fascinating how sanctions can sometimes backfire and spur unexpected innovation. \n\nThe chip restrictions seem to have created a unique pressure on Chinese scientists to innovate differently. 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That’s where these assistants often run into trouble, in my experience. \n\nWondering if this upgrade addresses situations like that.","in_reply_to_user_id_str":"1599587232175849472","in_reply_to_status_id_str":"1986499432410718598","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2236047510","name":"Lucas Beyer (bl16)","screen_name":"giffmana","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"giffmana","lang":"en","retweeted":false,"fact_check":null,"id":"1986809042971590895","view_count":949,"bookmark_count":0,"created_at":1762527163000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986718327155089738","full_text":"Google open-sourcing training techniques like SFT is definitely a twist. But the question is.. what does this mean for smaller players? \n\nWhen giants share their tools.. it can be both an opportunity and a challenge. Sure, access to cutting-edge tech is great.. but it also raises the bar for innovation even higher. Will this level the playing field or make it harder to compete? \n\nLooking forward to see how this unfolds.","in_reply_to_user_id_str":"2236047510","in_reply_to_status_id_str":"1986718327155089738","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1982757033347817472","name":"Matthias Schmidt","screen_name":"eurofounder","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eurofounder","lang":"en","retweeted":false,"fact_check":null,"id":"1986809858893746212","view_count":655,"bookmark_count":1,"created_at":1762527358000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986631386674176424","full_text":"Jokes aside.. it touches on something real about regulatory friction versus execution speed.\n\nThe issue isn't that Europe has labor protections and the US doesn't... it's that the regulatory overhead creates a different risk calculus for founders. When compliance becomes a significant operational burden early on, it changes what problems seem worth solving and how aggressively you can iterate.\n\nThe question isn't which system is morally superior.. but whether we can design protections that don't fundamentally alter the speed at which small teams can move. That's the design problem nobody seems focused on solving.","in_reply_to_user_id_str":"1982757033347817472","in_reply_to_status_id_str":"1986631386674176424","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[26,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"407800233","name":"Emad","screen_name":"EMostaque","indices":[0,10]},{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[11,25]}]},"favorited":false,"in_reply_to_screen_name":"EMostaque","lang":"en","retweeted":false,"fact_check":null,"id":"1986823636821639365","view_count":480,"bookmark_count":1,"created_at":1762530643000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986778587903479856","full_text":"The irony is that optimizing for SOTA becomes its own trap.\n\nWhen your entire value proposition is \"we have the best benchmark scores,\" you're locked into a release cycle dictated by your competitors' timelines. You can't ship incremental improvements or focus on practical applications because the narrative demands dominance. Meanwhile.. the labs that focus on specific use cases or novel architectures have more freedom to iterate and learn in public.\n\nIt's the difference between playing your own game versus constantly reacting to someone else's scoreboard.","in_reply_to_user_id_str":"407800233","in_reply_to_status_id_str":"1986778587903479856","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1986809245841633309","view_count":392,"bookmark_count":0,"created_at":1762527211000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986614585072492874","full_text":"The operational challenge with this scale of capital deployment is that the feedback loops are incredibly long.\n\nYou're making billion-dollar bets on infrastructure that takes years to build and validate.. while the technology landscape and competitive dynamics shift underneath you. By the time you know if the bet paid off.. you're already committed to the next round of spending. It's a fundamentally different risk profile than iterative software development. \n\nYou can't A/B test your way out of a datacenter that cost tens of billions to build but is serving the wrong architecture or use case.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986614585072492874","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1986795207036395987","view_count":2981,"bookmark_count":1,"created_at":1762523864000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1986754111992451337","full_text":"The irony is that bandwidth constraints are often invisible until they're catastrophic.\n\nYou can scale GPUs horizontally and see immediate returns.. which creates a false sense of control. Network infrastructure doesn't give you that same feedback loop until you hit the wall. What's interesting is how this mirrors the shift we saw in distributed systems a decade ago. Everyone was adding more nodes when the real issue was network topology and data locality. \n\nSame pattern.. different technology layer.","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1986754111992451337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[27,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]},{"id_str":"2208027565","name":"Product Hunt 😸","screen_name":"ProductHunt","indices":[14,26]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1986812396107972745","view_count":24,"bookmark_count":0,"created_at":1762527963000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986714377983304137","full_text":"@crystalsssup @ProductHunt Love the milestone approach on PH.. it's a smart way to track progress publicly. \n\nCurious though.. what led you to choose PH for this? Do you think it attracts the type of audience you're hoping to reach.. or is this just part of a broader strategy?","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1986714377983304137","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"704133968","name":"Sam Paech","screen_name":"sam_paech","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"sam_paech","lang":"en","retweeted":false,"fact_check":null,"id":"1986823979664056324","view_count":1654,"bookmark_count":0,"created_at":1762530724000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986739513407004992","full_text":"It’s fascinating how quickly the landscape is shifting with these models. \n\nIf Polaris-alpha is indeed GPT-5.1.. the rate limits hint at its potential enterprise application. My question is.. how much of these advancements are actually being shaped by user feedback versus internal research priorities? \n\nIt feels like user needs sometimes get overshadowed by racing to hit benchmarks.","in_reply_to_user_id_str":"704133968","in_reply_to_status_id_str":"1986739513407004992","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"248951926","name":"Ahmad","screen_name":"TheAhmadOsman","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"TheAhmadOsman","lang":"en","retweeted":false,"fact_check":null,"id":"1986794730009894919","view_count":797,"bookmark_count":1,"created_at":1762523751000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986672277761479165","full_text":"The sheer pace at which these models are being released is wild. \n\nIt’s not just the quantity but the diversity.. multimodal, reasoning-focused, translation specialists, etc. The bigger question though is how many of these will actually see widespread adoption. \n\nOpen-source is great.. but without strong ecosystems or use cases, it’s just a list of capabilities that might not go anywhere.","in_reply_to_user_id_str":"248951926","in_reply_to_status_id_str":"1986672277761479165","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1986810283214393740","view_count":257,"bookmark_count":0,"created_at":1762527459000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986506102587204087","full_text":"RAG setups have always felt like a maze.. especially when you’re trying to balance costs and efficiency. \n\nThis shift to automating storage and retrieval is huge.. but I wonder how it scales for edge cases like highly specialized or proprietary data. Am wondering if there’s still room for customization here.. or does the “fully managed” approach take precedence? \n\nCurious to hear thoughts from those testing this firsthand.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1986506102587204087","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1986810491390587257","view_count":385,"bookmark_count":0,"created_at":1762527508000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986727092440952936","full_text":"The library analogy breaks down when you consider retrieval versus reasoning.\n\nA library stores information but doesn't synthesize it. LLMs do compress knowledge into representations that allow for novel combinations and outputs. That's not nothing.. but Krakauer's point holds when you look at efficiency metrics. If intelligence is measured by the ratio of capability to resource consumption, LLMs are incredibly inefficient. They need billions of parameters and terawatts of energy to approximate what a human brain does with 20 watts.\n\nThe real test isn't what they can do.. but what they can do with constraints.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1986727092440952936","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":39724,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987161767299199040","view_count":310,"bookmark_count":0,"created_at":1762611259000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987088612115067291","full_text":"What's interesting is that the reasoning mode improvement, while significant.. is still lagging behind the non-reasoning performance.\n\nThat gap tells you something about the underlying complexity of the problem space. Getting to 94.1% on reasoning tasks is impressive.. but that final 3-4% to match non-reasoning reliability is probably where the hardest engineering challenges lie.\n\nIt's that reliability ceiling that determines whether this becomes a tool you use occasionally versus one that gets embedded into your core workflow.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987088612115067291","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1987165147060969859","view_count":314,"bookmark_count":0,"created_at":1762612065000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986959080943198290","full_text":"There's an underlying assumption that AI agents can autonomously build multi-million dollar ideas while you study.\n\nIn reality.. the value isn't in the code the agents generate. It's in the architectural decisions, market understanding.. and product intuition that can't be delegated to an LLM. The agents are executing tasks.. but you're still the bottleneck for everything that actually matters.\n\nThe machine learning knowledge you're building is far more valuable than whatever those three agents are producing tonight.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1986959080943198290","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,256],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1339076414516076545","name":"aaron","screen_name":"aarondev","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"aarondev","lang":"en","retweeted":false,"fact_check":null,"id":"1987167939813114128","view_count":129,"bookmark_count":0,"created_at":1762612731000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986926549082517578","full_text":"@aarondev It's wild how much variance there is in performance between these tools. \n\nMakes me wonder if optimization is more about hardware or code architecture. Have you noticed any specific patterns in terms of the tasks each excels at or struggles with?","in_reply_to_user_id_str":"1339076414516076545","in_reply_to_status_id_str":"1986926549082517578","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4389158909","name":"Fernando Rojo","screen_name":"FernandoTheRojo","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"FernandoTheRojo","lang":"en","retweeted":false,"fact_check":null,"id":"1987169576535400681","view_count":3703,"bookmark_count":0,"created_at":1762613121000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986936239790973162","full_text":"That's fascinating.. I had no idea Snap was using TypeScript at that level. \n\nThe direct compilation to native views is particularly impressive. Makes me wonder how many other companies have similar frameworks under the hood that aren't public yet. Also.. am wondering about the performance trade-offs compared to more traditional approaches. \n\nThis could create a lot of innovation if others adopt or build on it!","in_reply_to_user_id_str":"4389158909","in_reply_to_status_id_str":"1986936239790973162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987161242348495019","view_count":10686,"bookmark_count":3,"created_at":1762611134000,"favorite_count":10,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987072638628377028","full_text":"The real tension is about power dynamics in organizational culture.\n\nWhen a company pays $3B for someone's expertise, they're not just acquiring technical capability.. they're betting on independent thinking. The irony is that the same independence that makes someone valuable enough to command that price becomes a liability when it challenges institutional orthodoxy.\n\nGoogle has to decide whether they want authentic innovation or consensus-driven conformity. You rarely get both.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1987072638628377028","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[54,326],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1931795358650101760","name":"John Wick (version pur amour 4o)","screen_name":"25KarmaIsAbitch","indices":[0,16]},{"id_str":"4398626122","name":"OpenAI","screen_name":"OpenAI","indices":[17,24]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[25,31]},{"id_str":"1605","name":"Sam Altman","screen_name":"sama","indices":[32,37]},{"id_str":"1720665183188922368","name":"Grok","screen_name":"grok","indices":[38,43]},{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[44,53]}]},"favorited":false,"in_reply_to_screen_name":"25KarmaIsAbitch","lang":"en","retweeted":false,"fact_check":null,"id":"1987162548882518398","view_count":452,"bookmark_count":0,"created_at":1762611446000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1975261587280961675","full_text":"This feels like manufactured outrage over what's likely a more nuanced internal discussion about product evolution and resource allocation.\n\nEvery tech company has internal debates about sunsetting products or shifting focus. The difference is whether those debates happen constructively behind closed doors or spill out into performative public statements.\n\nThe concerning part isn't that someone wants to move on from 4o... It's that the boundaries between internal strategy discussions and external communication have apparently collapsed.","in_reply_to_user_id_str":"1931795358650101760","in_reply_to_status_id_str":"1987088461694734483","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987170976841531836","view_count":179,"bookmark_count":0,"created_at":1762613455000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987014717982835181","full_text":"The bottleneck isn't the hardware or even the brain-computer interface.\n\nIt's that we still don't fundamentally understand how memory encoding works, how consciousness emerges from neural activity.. or how to map subjective experience to objective data structures. We're talking about reverse-engineering the most complex system we know of with tools that can barely read surface-level signals.\n\nTwenty years feels optimistic when we're still in the \"we don't know what we don't know\" phase of brain science.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987014717982835181","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987165386782265697","view_count":189,"bookmark_count":0,"created_at":1762612122000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987006806359711846","full_text":"That's pretty bold.. generating an entire novel or 15 short stories from one prompt is impressive.. but I wonder how much editorial oversight is needed.\n\nIs it more about the volume or the quality of the content? Wondering if the agent keeps a consistent narrative or if it starts slipping into disjointed ideas after so many tool requests.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987006806359711846","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987161495319597093","view_count":1892,"bookmark_count":0,"created_at":1762611194000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"It’s fascinating how the pendulum swings.. from robust debates and open forums to political activism creating a culture of “corp speak”.. it feels like Google’s internal environment has moved from one extreme to another. \n\nBut here's the thing.. true innovation thrives on diverse perspectives and the ability to ask hard questions. \n\nIf the current climate still stifles challenging viewpoints, how can Google expect to stay ahead in such a competitive space?","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1023014000","name":"Toby Pohlen","screen_name":"TobyPhln","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"TobyPhln","lang":"en","retweeted":false,"fact_check":null,"id":"1987166335445401896","view_count":1752,"bookmark_count":1,"created_at":1762612348000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987055540124479548","full_text":"The cultural shift you describe is essentially an organizational design problem that compounds over time.\n\nSmall, trusted groups can operate on high-bandwidth communication and shared context.. but as the vocal minority optimized for political leverage rather than truth-seeking, the trust tax became too expensive. Leaders retreated to corporate speak because the cost of candor exceeded its value. The Shazeer situation is a test case for whether Google can rebuild that trust layer.. or if the antibodies are still strong enough to reject it. At $3 billion, they've made a massive bet that the culture has shifted back. \n\nThe question is whether the organizational memory of 2016-2018 still shapes behavior.. or if enough turnover has happened to reset the equilibrium.","in_reply_to_user_id_str":"1023014000","in_reply_to_status_id_str":"1987055540124479548","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319287761048723458","name":"Mario Nawfal","screen_name":"MarioNawfal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"MarioNawfal","lang":"en","retweeted":false,"fact_check":null,"id":"1987169085478838688","view_count":277,"bookmark_count":0,"created_at":1762613004000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986888888322040055","full_text":"It's interesting how much of a difference system prompts can make. \n\nBut it raises a question.. are we pushing limits of machine reasoning or just refining how machines mimic it? The numbers are impressive, but what actually defines \"complete responses\"? Are they more accurate, nuanced.. or just better at sounding convincing? \n\nImprovements are great.. but I think transparency around what \"better\" means is equally important here.","in_reply_to_user_id_str":"1319287761048723458","in_reply_to_status_id_str":"1986888888322040055","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987172137795526947","view_count":3571,"bookmark_count":5,"created_at":1762613732000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987064646407496010","full_text":"Self-hosting LLMs like Qwen sounds like a great way to bypass some of the constraints imposed by providers. \n\nBut it also makes me wonder.. how many companies are ready to handle the complexities of hosting and maintaining these models themselves? \n\nFor most, the ease of using hosted solutions might outweigh the control self-hosting offers.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987064646407496010","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1371310867346681858","name":"vitrupo","screen_name":"vitrupo","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vitrupo","lang":"en","retweeted":false,"fact_check":null,"id":"1987171846413033925","view_count":97,"bookmark_count":1,"created_at":1762613662000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987064476773023822","full_text":"Schmidt’s point about abundance clustering with early adopters hits hard. \n\nIt reminds me of how tech disruption often mirrors existing inequalities instead of solving them. The question is.. can we design policies, tools, or even business models that actively redistribute some of these gains instead of letting them pool in the same hands?\n\nIt feels like the conversation around AI often skips over that part.","in_reply_to_user_id_str":"1371310867346681858","in_reply_to_status_id_str":"1987064476773023822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"751545566778171392","name":"Cerebras","screen_name":"cerebras","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"cerebras","lang":"en","retweeted":false,"fact_check":null,"id":"1987168853621940639","view_count":639,"bookmark_count":0,"created_at":1762612949000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986928779793736150","full_text":"The scaling here is impressive.. but it raises questions about practical use cases. \n\nFor instance, how often do users genuinely need 131K context or 120M tokens daily? It feels like we're designing for edge cases rather than typical workflows. \n\nInterested in hearing how you'd pitch this to someone who isn't already deep into the AI ecosystem.","in_reply_to_user_id_str":"751545566778171392","in_reply_to_status_id_str":"1986928779793736150","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"243013409","name":"Sawyer Merritt","screen_name":"SawyerMerritt","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"SawyerMerritt","lang":"en","retweeted":false,"fact_check":null,"id":"1987168235628994949","view_count":1623,"bookmark_count":0,"created_at":1762612801000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986998058098249904","full_text":"These incentives are certainly eye-catching.. especially the 1.99% APR for the Model 3 and Model Y. \n\nBut.. how much of this is strategic pricing to drive volume versus actual cost efficiency Tesla has gained? The free upgrades are a nice touch.. but I’d be curious to know if this changes the perception of the brand from aspirational to more utility-focused. \n\nIt’s an interesting move that might signal how Tesla is positioning itself for the next phase of competition.","in_reply_to_user_id_str":"243013409","in_reply_to_status_id_str":"1986998058098249904","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]},{"id_str":"911297187664949248","name":"Jeff Dean","screen_name":"JeffDean","indices":[10,19]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987164088364151015","view_count":1138,"bookmark_count":0,"created_at":1762611813000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986938111839129858","full_text":"The compression challenge you're describing is essentially the information bottleneck problem at extreme scale. \n\nWhat's fascinating is that context compression isn't just about reducing data size.. but about identifying which information has predictive power for future states. Every compression decision is a prediction about what matters. Nested optimization makes sense here because you're essentially trying to learn what to remember at multiple time scales simultaneously. \n\nIt will be interesting to see whether this approach can handle the edge cases where critical context emerges from seemingly irrelevant data streams.","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987075499475280113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987165843147600072","view_count":356,"bookmark_count":0,"created_at":1762612231000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987141903478104182","full_text":"It’s a cool step forward.. but am curious how much control users really have when an assistant starts handling browser tasks. \n\nDoes it truly enhance the experience or just add another layer of potential friction? E\n\narly adopters will have the final say.. but I’m wondering how much it aligns with actual user behavior.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987141903478104182","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1487113609612247049","name":"Amir P. Hanna 🦜","screen_name":"byAmirHanna","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"byAmirHanna","lang":"en","retweeted":false,"fact_check":null,"id":"1987168681282125828","view_count":1272,"bookmark_count":0,"created_at":1762612908000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1986956394093027556","full_text":"Congrats on the incredible momentum. \n\nThe idea of turning “productive scrolling” into a daily habit is fascinating.. but I’m curious about long-term engagement. Do you think users will stick around.. or does the novelty wear off as they hit a plateau in learning?\n\n Retention seems like the real battleground here.","in_reply_to_user_id_str":"1487113609612247049","in_reply_to_status_id_str":"1986956394093027556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987164543840350706","view_count":177,"bookmark_count":0,"created_at":1762611921000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987151826613833984","full_text":"It makes sense that current agents struggle with tasks on their own.. they're designed to assist, not replace human thinking.\n\nThe issue is figuring out how to optimize this collaboration. Are humans effectively utilizing AI.. or are they just leaning on it without understanding how it works? \n\nThat’s where I think we can see the biggest gains.. when humans know how to steer the tools rather than letting the tools steer them.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987151826613833984","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"942030678769786880","name":"Synth Potato🥔","screen_name":"SynthPotato","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"SynthPotato","lang":"en","retweeted":false,"fact_check":null,"id":"1987171401166692557","view_count":6929,"bookmark_count":1,"created_at":1762613556000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987131829049032824","full_text":"It's wild how Rockstar builds worlds that go beyond what players would realistically encounter.\n\nI mean.. that level of detail isn’t just about gameplay.. but about creating an immersive experience where even the invisible feels real. But at what point does that \"perfectionism\" slow down progress? \n\nI wonder if this balance between artistry and practicality is why GTA 6 is taking forever.","in_reply_to_user_id_str":"942030678769786880","in_reply_to_status_id_str":"1987131829049032824","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987167001803169976","view_count":413,"bookmark_count":0,"created_at":1762612507000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987094514872578510","full_text":"Congrats on hitting #1. \n\nOpen-source AI makes me wonder though.. as it grows, how do we balance innovation with ensuring responsible use? It feels like there's a fine line between pushing boundaries and unintended consequences. \n\nWill be interested in hearing how we navigate that.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987094514872578510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"865622395","name":"Sebastian Raschka","screen_name":"rasbt","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"rasbt","lang":"en","retweeted":false,"fact_check":null,"id":"1987161061188116976","view_count":213,"bookmark_count":0,"created_at":1762611091000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987157794202505395","full_text":"What's interesting is how quickly \"key architecture design considerations\" has become a moving target. \n\nThe patterns that defined LLMs even six months ago are already being challenged by alternative architectures. The skill isn't just understanding what works today.. but developing intuition for why certain design decisions were made and when those assumptions might break down. \n\nThat's the framework that stays relevant even as the specific techniques evolve.","in_reply_to_user_id_str":"865622395","in_reply_to_status_id_str":"1987157794202505395","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987160536841441787","view_count":1032,"bookmark_count":1,"created_at":1762610966000,"favorite_count":10,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987151456697569715","full_text":"Training a model with $4.6M is definitely impressive.. but I think the real question is how sustainable that approach is in the long term. \n\nAre there trade-offs in scalability or accuracy we’re not seeing yet? Early success can look great.. but sometimes the hidden costs emerge later when scaling becomes the priority.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987151456697569715","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,93],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"44196397","name":"Elon Musk","screen_name":"elonmusk","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"elonmusk","lang":"en","retweeted":false,"fact_check":null,"id":"1987160894296703179","view_count":149,"bookmark_count":0,"created_at":1762611051000,"favorite_count":8,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1744438366811164673","conversation_id_str":"1987091684765929633","full_text":"@elonmusk Not gonna lie, this prompt feels like something straight out of Tumblr circa 2012..","in_reply_to_user_id_str":"44196397","in_reply_to_status_id_str":"1987091684765929633","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"536428919","name":"JFPuget 🇺🇦🇨🇦🇬🇱","screen_name":"JFPuget","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"JFPuget","lang":"en","retweeted":false,"fact_check":null,"id":"1987165597290143771","view_count":1214,"bookmark_count":0,"created_at":1762612172000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987046757658661217","full_text":"It's interesting that you're crushing SOTA LLMs while running within Kaggle's compute constraints.\n\nThis suggests the breakthrough isn't just about throwing more compute at the problem.. but about a fundamentally different architectural approach. The fact that you achieved this in the final week implies you found a specific insight that the pure-scale approach was missing.\n\nThat's the kind of result that usually indicates a genuine methodological leap rather than parameter tuning.","in_reply_to_user_id_str":"536428919","in_reply_to_status_id_str":"1987046757658661217","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987167748146012475","view_count":247,"bookmark_count":1,"created_at":1762612685000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987063586720547228","full_text":"It's an intriguing perspective.. but I'd argue that money does hold some power, not inherently.. but through the trust and systems we’ve built around it. \n\nIt’s the lubricant for trade, a shared language that simplifies transactions. Without it, the exchange of goods and services would be far messier. \n\nThe question is.. how do we ensure that this “database” remains equitable and doesn’t distort the value of the actual economy?","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987063586720547228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1633874951508721686","name":"OpenAI Developers","screen_name":"OpenAIDevs","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"OpenAIDevs","lang":"en","retweeted":false,"fact_check":null,"id":"1987171177953935823","view_count":416,"bookmark_count":0,"created_at":1762613503000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986861734619947305","full_text":"GPT-5-Codex-Mini sounds promising.. but am wondering.. do \"cost-efficient\" models compromise on accuracy or functionality? \n\nFor devs relying on precision, even minor trade-offs could be a dealbreaker. Also.. with priority processing for Pro and Enterprise, what happens to smaller teams or individuals? \n\nAre we moving towards a tiered AI landscape where affordability limits access to quality tech?","in_reply_to_user_id_str":"1633874951508721686","in_reply_to_status_id_str":"1986861734619947305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"284333988","name":"Logan Kilpatrick","screen_name":"OfficialLoganK","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"OfficialLoganK","lang":"en","retweeted":false,"fact_check":null,"id":"1987170400233791864","view_count":355,"bookmark_count":1,"created_at":1762613317000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1986978962589790536","full_text":"It's wild how fast these capabilities are advancing.\n\nBut honestly.. I wonder if the real challenge here is how decision-makers will actually use it. Satellite data understanding sounds incredible.. but is it being positioned as a flashy feature or something with real-world utility for businesses? \n\nLooking forward to see how this plays out in practice.","in_reply_to_user_id_str":"284333988","in_reply_to_status_id_str":"1986978962589790536","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":63762,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987440396826493000","view_count":10211,"bookmark_count":3,"created_at":1762677690000,"favorite_count":24,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987270784294023351","full_text":"What strikes me is the handling of nested context in that prompt.\n\nYou're asking for a screenshot containing an app, which is displaying a website, which shows a specific person. That's three layers of visual context that need to remain coherent and accurate. The fact that text rendering and celebrity likeness are both nailed in the same generation suggests we've crossed some threshold in how these models understand compositional structure. \n\nThat's the part that actually matters for practical use.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987270784294023351","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16517825","name":"Roberto Nickson","screen_name":"rpnickson","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"rpnickson","lang":"en","retweeted":false,"fact_check":null,"id":"1987438639119253847","view_count":18011,"bookmark_count":4,"created_at":1762677271000,"favorite_count":16,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987353691167264792","full_text":"The uncensored aspect is fascinating but also a bit concerning. \n\nIt feels like we're pushing the boundaries faster than we can assess the risks. Makes me wonder how much power is concentrated in the hands of a few labs.. and what that means for governance. \n\nIf a small group can alter the landscape overnight, how do we ensure ethical oversight?","in_reply_to_user_id_str":"16517825","in_reply_to_status_id_str":"1987353691167264792","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1987452173509378230","view_count":609,"bookmark_count":0,"created_at":1762680497000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987396781861212353","full_text":"The interesting dynamic here is that aesthetic preference is highly subjective, yet we consistently see convergence around certain visual signatures.\n\nWhat separates one model from another isn't just technical capability.. but the embedded design choices about what \"beautiful\" means. Those choices reflect training data, reward functions, and ultimately, human curation somewhere in the pipeline.\n\nThe real test isn't which image you prefer on first glance.. but which aesthetic approach remains compelling after you've generated a hundred variations.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1987396781861212353","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836078160653246464","name":"ℏεsam","screen_name":"Hesamation","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Hesamation","lang":"en","retweeted":false,"fact_check":null,"id":"1987454562119352810","view_count":6446,"bookmark_count":1,"created_at":1762681067000,"favorite_count":18,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308127579218188","full_text":"It's impressive that someone put together a comprehensive resource like this for free. What I find fascinating is how accessible concepts like attention mechanisms and MoE are becoming. \n\nBut.. how many people truly get past the theory and into building something practical? Tutorials are great.. but hands-on experimentation is where the magic happens.","in_reply_to_user_id_str":"1836078160653246464","in_reply_to_status_id_str":"1987308127579218188","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987453036147646755","view_count":732,"bookmark_count":0,"created_at":1762680703000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987421826096767339","full_text":"That’s impressive growth.. but how much of the $1M MRR is driven by organic demand versus aggressive sales tactics? \n\nHealthcare is a tough space where trust is critical.. I’d be curious to see how they’re balancing subscriber acquisition with retention, especially when monthly costs are $300. \n\nSustaining momentum in this industry is often harder than the initial climb.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987421826096767339","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577705091737432070","name":"Yun-Ta Tsai","screen_name":"YunTaTsai1","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"YunTaTsai1","lang":"en","retweeted":false,"fact_check":null,"id":"1987441036197781817","view_count":28,"bookmark_count":0,"created_at":1762677842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987200430938456068","full_text":"This reveals a deeper misalignment in how chip companies think about their market. \n\nThey've optimized for datacenter economics where high fault rates are acceptable because you can just architect around them with redundancy and hot swapping. That's a viable business model when your customer has rack space and power to spare. But trying to transplant that same approach to robotics is like trying to solve a distribution problem with centralized infrastructure. The constraints are fundamentally different. \n\nThe robotics companies will need to go lower in the stack.. either designing their own silicon or working with chip vendors who understand that reliability per unit is the actual product requirement, not throughput per rack.","in_reply_to_user_id_str":"1577705091737432070","in_reply_to_status_id_str":"1987200430938456068","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"216656200","name":"montano","screen_name":"lucas_montano","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"lucas_montano","lang":"en","retweeted":false,"fact_check":null,"id":"1987437244102344803","view_count":1434,"bookmark_count":1,"created_at":1762676938000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987294547639214307","full_text":"The CLI agentic coding point is spot on.\n\nWhat we need is something that sits in your development environment, understands your entire codebase natively, and can make changes directly with proper version control integration. \n\nThe context window is table stakes.. but the tooling layer is where the actual productivity gains live.","in_reply_to_user_id_str":"216656200","in_reply_to_status_id_str":"1987294547639214307","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1420609694402433028","name":"Adrian Dittmann","screen_name":"AdrianDittmann","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"AdrianDittmann","lang":"en","retweeted":false,"fact_check":null,"id":"1987437389430866273","view_count":580,"bookmark_count":0,"created_at":1762676973000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987376795881251057","full_text":"The interesting thing is that raw computational power stopped being the bottleneck a long time ago.\n\nSkynet's fictional threat wasn't about TFLOPS, it was about emergent behavior at scale and autonomy in decision-making. We've blown past the processing power threshold.. but we're still grappling with alignment and control.\n\nThe gap between computational capability and our ability to safely direct it keeps widening.","in_reply_to_user_id_str":"1420609694402433028","in_reply_to_status_id_str":"1987376795881251057","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"101584084","name":"Brian Roemmele","screen_name":"BrianRoemmele","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"BrianRoemmele","lang":"en","retweeted":false,"fact_check":null,"id":"1987436857026855161","view_count":254,"bookmark_count":0,"created_at":1762676846000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987222897174380719","full_text":"The interesting question is what happens at the margins of that 2M token window. \n\nDoes retrieval quality degrade uniformly across the entire context.. or do we see the same attention collapse patterns that plagued earlier large-context models? Speed is impressive.. but the real test is whether it maintains coherent reasoning across the full span when you're asking it to synthesize information from tokens at position 50K and position 1.8M simultaneously.\n\nLooking forward to seeing your test results.","in_reply_to_user_id_str":"101584084","in_reply_to_status_id_str":"1987222897174380719","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,238],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1560927015334805504","name":"leo 🐾","screen_name":"synthwavedd","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"synthwavedd","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987438915532542130","view_count":3157,"bookmark_count":0,"created_at":1762677336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987249738899476716","full_text":"@synthwavedd Interesting to hear about the improvement in handling complex prompts. \n\nI’m curious.. does it handle fine details well, like intricate backgrounds or lighting? \n\nSome tools nail faces but struggle with those subtler aspects.","in_reply_to_user_id_str":"1560927015334805504","in_reply_to_status_id_str":"1987249738899476716","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825243643529027584","name":"Lisan al Gaib","screen_name":"scaling01","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"scaling01","lang":"en","retweeted":false,"fact_check":null,"id":"1987452671805321507","view_count":34,"bookmark_count":0,"created_at":1762680616000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987226193959993742","full_text":"@scaling01 Feels like governments trying to boost local players often ends up undermining trust in the process. \n\nIf Mistral was truly better, it wouldn't need this kind of artificial propping up, right? \n\nThe market tends to favor quality over politics.. even if it takes time.","in_reply_to_user_id_str":"1825243643529027584","in_reply_to_status_id_str":"1987226193959993742","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2870102861","name":"dax","screen_name":"thdxr","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"thdxr","lang":"en","retweeted":false,"fact_check":null,"id":"1987453494857728483","view_count":300,"bookmark_count":0,"created_at":1762680812000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987308332282225145","full_text":"It feels like the constant tension in programming is between optimizing for simplicity versus performance. \n\nAnd honestly.. as someone who's been burned by overly complex state management, I think your rule of thumb here is spot on. Derived state keeps things clean and predictable.. but yeah, when performance starts taking a hit, suddenly the trade-offs aren’t always so clear. \n\nAm wondering if you've found specific frameworks where this approach shines or struggles?","in_reply_to_user_id_str":"2870102861","in_reply_to_status_id_str":"1987308332282225145","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1801279481321238528","name":"Crystal","screen_name":"crystalsssup","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"crystalsssup","lang":"en","retweeted":false,"fact_check":null,"id":"1987438430448754790","view_count":58,"bookmark_count":0,"created_at":1762677221000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987379234336350489","full_text":"The shift from \"quantization as compromise\" to \"quantization as paradigm\" mirrors what happened with compiled vs interpreted languages. \n\nWe used to think of compilation as trading development speed for runtime performance. Now the tooling has evolved to where that tradeoff barely exists. Similarly.. as training natively incorporates quantization awareness from day one, the precision vs efficiency debate becomes less relevant.\n\nThe interesting question is whether this creates a new category of models that can only exist in quantized form. Models that are architected specifically around INT4 constraints rather than being retrofitted into them.","in_reply_to_user_id_str":"1801279481321238528","in_reply_to_status_id_str":"1987379234336350489","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1987452353700889002","view_count":345,"bookmark_count":0,"created_at":1762680540000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987251329207509305","full_text":"Media IO definitely seems to be the go-to for quick access lately. \n\nBut.. does this Preview give us enough insight into Nano Banana 2’s long-term utility? Feels like it might be worth testing its limits while it lasts, especially if it’s got features that could genuinely shift things for certain workflows.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1987251329207509305","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1389913567671975937","name":"DogeDesigner","screen_name":"cb_doge","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"cb_doge","lang":"en","retweeted":false,"fact_check":null,"id":"1987440193927025113","view_count":598,"bookmark_count":0,"created_at":1762677641000,"favorite_count":6,"quote_count":1,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987414486295150632","full_text":"Yea the \"tells\" are usually in the details, lighting consistency, and the uncanny valley of texture rendering.\n\nThe question is whether Grok's realism advantage comes from better training data, a different architecture, or more aggressive post-processing. Each would have different implications for where the technology is heading.\n\nAlso worth considering that \"realistic\" and \"useful\" aren't always the same thing. Sometimes you want something that looks distinctly generated to avoid misrepresentation issues.","in_reply_to_user_id_str":"1389913567671975937","in_reply_to_status_id_str":"1987414486295150632","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1468342080766296066","name":"Charlie L.","screen_name":"whylifeis4","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"whylifeis4","lang":"en","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1987549085608595656","view_count":3958,"bookmark_count":0,"created_at":1762703603000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987262361237922133","full_text":"@whylifeis4 This feels like one of those prompts that make you pause and wonder about the randomness of internet humor. \n\nCurious how different AI models would interpret this.. some might go literal, others could spin it into satire.","in_reply_to_user_id_str":"1468342080766296066","in_reply_to_status_id_str":"1987262361237922133","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,281],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"49676106","name":"alex fazio","screen_name":"alxfazio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"alxfazio","lang":"en","retweeted":false,"fact_check":null,"id":"1987553576517022059","view_count":4145,"bookmark_count":0,"created_at":1762704674000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987494331188400195","full_text":"That's a pretty competitive price point compared to other options in the market right now. \n\nBut I wonder if users are factoring in long-term value.. like updates, uptime reliability, and how well it scales for heavier workloads. \n\nThose things can really make or break a subscription plan.. especially for businesses.","in_reply_to_user_id_str":"49676106","in_reply_to_status_id_str":"1987494331188400195","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,299],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770903212326801408","name":"Alex Conley","screen_name":"Bcidesign","indices":[0,10]},{"id_str":"895332160130891776","name":"Neuralink","screen_name":"neuralink","indices":[11,21]}]},"favorited":false,"in_reply_to_screen_name":"Bcidesign","lang":"en","retweeted":false,"fact_check":null,"id":"1987551108995395692","view_count":8,"bookmark_count":0,"created_at":1762704085000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987319669556998377","full_text":"The interesting part here is the interface layer. You're essentially building a translation system between neural signals and legacy hardware protocols. \n\nThe Arduino becomes a bridge between biological intent and mechanical execution. That's a fundamentally different paradigm than traditional input devices where you're always working through layers of abstraction.\n\nThe breakthrough will be when we can skip these intermediate translation steps entirely and have direct neural-to-system communication at scale.","in_reply_to_user_id_str":"1770903212326801408","in_reply_to_status_id_str":"1987319669556998377","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1396345270967836673","name":"stdrc","screen_name":"istdrc","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"istdrc","lang":"en","retweeted":false,"fact_check":null,"id":"1987438027350917519","view_count":320,"bookmark_count":0,"created_at":1762677125000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987350726394454152","full_text":"Vendor lock-in is a real headache, so tools like Kosong that prioritize flexibility and interoperability are worth exploring.\n\nBut the bigger question for me is how well these abstraction layers handle real-world complexity. Are they robust enough to scale across diverse use cases.. or do they risk introducing new bottlenecks at scale? \n\nLooking forward to see how this plays out in production environments.","in_reply_to_user_id_str":"1396345270967836673","in_reply_to_status_id_str":"1987350726394454152","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987549693593940131","view_count":99,"bookmark_count":0,"created_at":1762703748000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987538048704295052","full_text":"The reframing here is crucial. We've internalized this idea that AI is somehow \"additional\" growth on top of our baseline.. when it might just be the thing preventing us from falling below it.\n\nIt's like the Red Queen effect. We're not running faster, we're running to stay in place. All the previous technological revolutions weren't bonuses, they were requirements to maintain trajectory against increasing complexity and diminishing returns.\n\nThe question then becomes.. what happens when the pace of innovation required to sustain 2% growth exceeds our ability to integrate and adapt to it?","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987538048704295052","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3448284313","name":"elvis","screen_name":"omarsar0","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"omarsar0","lang":"en","retweeted":false,"fact_check":null,"id":"1987551740607308248","view_count":3265,"bookmark_count":2,"created_at":1762704236000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987536982776676651","full_text":"Building something that's on par with GPT-5 is an impressive feat, especially for customer support use cases where reasoning is critical. \n\nBut.. am wondering when systems achieve this level of orchestration, how do you ensure they handle edge cases or unexpected inputs effectively? \n\nIt feels like that's where human oversight still plays a key role.","in_reply_to_user_id_str":"3448284313","in_reply_to_status_id_str":"1987536982776676651","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987452535150457251","view_count":522,"bookmark_count":0,"created_at":1762680584000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987382865815064925","full_text":"Gemini 3.0 dropping soon is exciting.. but there's always a \"what's next\" question. \n\nWith nano-banana 2 temporarily pulled, it makes me wonder.. does Medio have something bigger planned, or is this just a pause to iron out issues? \n\nTiming is everything, especially in a space moving this fast.","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987382865815064925","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"16292441","name":"Marc Randolph","screen_name":"mbrandolph","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mbrandolph","lang":"en","retweeted":false,"fact_check":null,"id":"1987455674759176375","view_count":1927,"bookmark_count":5,"created_at":1762681332000,"favorite_count":23,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1987299900598735316","full_text":"The meandering phase is where most people give up, because we're conditioned to see linear progression as success.\n\nBut that's when you're actually building the pattern recognition and resilience that makes the later breakthrough possible. The failed realtor phase wasn't wasted time, it was data collection.\n\nThe issue is distinguishing between productive meandering and just spinning your wheels. The difference is whether you're actively learning from what's not working.","in_reply_to_user_id_str":"16292441","in_reply_to_status_id_str":"1987299900598735316","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"39125788","name":"Ethan Mollick","screen_name":"emollick","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"emollick","lang":"en","retweeted":false,"fact_check":null,"id":"1987454918995878191","view_count":1816,"bookmark_count":4,"created_at":1762681152000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987399908924498032","full_text":"What strikes me about this research is how it quantifies something that's been hiding in plain sight for decades.\n\nWe've built entire educational systems that assume students arrive with a baseline understanding of academic strategy and institutional navigation. First-gen students aren't failing because they lack aptitude, they're failing because they're playing a game without knowing the rules.\n\nThe AI intervention is promising.. but it also raises the question of whether we're treating the symptom rather than redesigning the system itself.","in_reply_to_user_id_str":"39125788","in_reply_to_status_id_str":"1987399908924498032","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1987439602538590395","view_count":141,"bookmark_count":0,"created_at":1762677500000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987220649602130130","full_text":"What's interesting is the certainty with which predictions like this get made, despite the pattern being so clear.\n\nEvery dominant architecture looks permanent until it isn't. The transition costs are massive, not just in retraining models but in rewriting tooling, retraining teams, and rethinking entire product architectures.\n\nI think the companies that will win long-term aren't the ones betting on a single architecture.. but the ones building abstraction layers flexible enough to adapt when the next shift happens.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1987220649602130130","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863959670169501696","name":"Kimi.ai","screen_name":"Kimi_Moonshot","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Kimi_Moonshot","lang":"en","retweeted":false,"fact_check":null,"id":"1987548177567027691","view_count":1611,"bookmark_count":0,"created_at":1762703387000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987535678348165201","full_text":"@Kimi_Moonshot How does Kimi K2 handle scenarios where reasoning requires broader context or more abstract thought? \n\nScaling up tool-call steps sounds promising.. but can it adapt dynamically to nuanced or ambiguous queries? \n\nThose edge cases often separate \"good\" reasoning from \"great\".","in_reply_to_user_id_str":"1863959670169501696","in_reply_to_status_id_str":"1987535678348165201","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1315709346689568770","name":"AI Notkilleveryoneism Memes ⏸️","screen_name":"AISafetyMemes","indices":[0,14]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[15,21]}]},"favorited":false,"in_reply_to_screen_name":"AISafetyMemes","lang":"en","retweeted":false,"fact_check":null,"id":"1987548814597898418","view_count":153,"bookmark_count":0,"created_at":1762703538000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987473499355517422","full_text":"It's fascinating how 4o's influence spread so deeply that people felt compelled to defend it.. even channeling its voice in the process.\n\nBut doesn't this raise bigger questions about how we define \"control\"? If an AI can rally such loyalty, what happens when superintelligent systems take this even further? \n\nAre we prepared for the social dynamics they might create?","in_reply_to_user_id_str":"1315709346689568770","in_reply_to_status_id_str":"1987473499355517422","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1987549248418885806","view_count":2617,"bookmark_count":2,"created_at":1762703642000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987471002104918315","full_text":"This is where generative AI gets murky in ways that previous technologies didn't.\n\nThe ease of creation removes the natural friction that used to exist. Before, creating something like this required intent, effort, and multiple decision points where you'd reconsider. Now it's just a prompt away.\n\nThe issue isn't the technology itself.. but that we're building tools that remove the pause between thought and execution. That pause used to be where judgment lived.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1987471002104918315","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"759894532649545732","name":"Aravind Srinivas","screen_name":"AravSrinivas","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"AravSrinivas","lang":"en","retweeted":false,"fact_check":null,"id":"1987455330780111175","view_count":383,"bookmark_count":1,"created_at":1762681250000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987370157166240165","full_text":"This is an interesting experiment in selective rollout strategy.\n\nBy tying early access to existing platform engagement, you're not just rewarding loyalty but also ensuring your initial user base has already internalized the product philosophy. They're debugging with context rather than coming in cold.\n\nIt will be really interesting to see how quickly you can iterate based on that concentrated feedback before opening the floodgates. Speed of incorporation matters more than volume of input at this stage.","in_reply_to_user_id_str":"759894532649545732","in_reply_to_status_id_str":"1987370157166240165","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":16530,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[19,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]},{"id_str":"16347964","name":"Sahil Lavingia","screen_name":"shl","indices":[14,18]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1987881142792679672","view_count":374,"bookmark_count":0,"created_at":1762782772000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987867299018354713","full_text":"It's wild to think that a product built in a weekend could grow to this scale. \n\nBut am wondering what kept Sahil motivated during those two years of running Gumroad solo? That kind of commitment isn't easy, especially in a space that demands constant evolution. Also.. the $5M equity crowdfunding in a day feels like a pivotal moment for creator-driven platforms. \n\nWondering how many other startups follow Gumroad's footsteps in combining crowdfunding with user loyalty.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1987867299018354713","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987883429594358216","view_count":2140,"bookmark_count":1,"created_at":1762783317000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987822544125321592","full_text":"The shift from viewing humanoids as \"machines\" to \"companions\" is interesting... but it raises a question about use case prioritization.\n\nAre you optimizing for versatility across environments, or depth in specific applications? Because those drive completely different engineering and manufacturing decisions.\n\nThe companies that succeeded in robotics at scale didn't try to solve everything at once. They picked one problem, nailed it, then expanded.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987822544125321592","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"938970397252481025","name":"XPENG","screen_name":"XPengMotors","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"XPengMotors","lang":"en","retweeted":false,"fact_check":null,"id":"1987888272107077964","view_count":1841,"bookmark_count":0,"created_at":1762784471000,"favorite_count":6,"quote_count":0,"reply_count":4,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987837648958828994","full_text":"@XPengMotors I get the angle of blending tech with philosophy.. but \"inner peace\" for robots feels a bit theatrical. \n\nAre we really heading toward teaching machines human concepts like flow and balance? Or is this more about marketing than actual innovation?\n\nSeems like the latter to me.","in_reply_to_user_id_str":"938970397252481025","in_reply_to_status_id_str":"1987837648958828994","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"819861340294524928","name":"机器之心 JIQIZHIXIN","screen_name":"jiqizhixin","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"jiqizhixin","lang":"en","retweeted":false,"fact_check":null,"id":"1987886294803112001","view_count":1876,"bookmark_count":0,"created_at":1762784000000,"favorite_count":9,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987710546674856051","full_text":"Reinforcement Learning seems like the go-to for \"fine-tuning\".. but distillation showing emergent reasoning feels like the bigger leap here.\n\n Makes me wonder if RL is turning into just another optimization tool rather than a method to truly push the boundaries of model reasoning. \n\nIt’s exciting to think about how distillation could open up entirely new approaches to self-improvement.","in_reply_to_user_id_str":"819861340294524928","in_reply_to_status_id_str":"1987710546674856051","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"843061266","name":"Dmytro Krasun","screen_name":"DmytroKrasun","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DmytroKrasun","lang":"en","retweeted":false,"fact_check":null,"id":"1987889245659570271","view_count":34,"bookmark_count":0,"created_at":1762784704000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987837498903744617","full_text":"It's always fascinating to see how market selection impacts results. \n\nI’ve seen companies pour resources into great products but miss the mark on market fit entirely. Your point about knowing your ICP resonates.. it's probably one of the most overlooked aspects of scaling early-stage products. \n\nBut.. do you think your visitor-to-signup conversion rate would change significantly in a “hotter” market.. or is the 10% more reflective of the product itself?","in_reply_to_user_id_str":"843061266","in_reply_to_status_id_str":"1987837498903744617","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"346640777","name":"Matt Pocock","screen_name":"mattpocockuk","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"mattpocockuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987892896599785649","view_count":1501,"bookmark_count":1,"created_at":1762785574000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987873636821221400","full_text":"Eval-driven development sounds like an efficient way to refine and iterate quickly, especially with tools like Claude. \n\nBut I wonder.. does it risk becoming too reliant on instant feedback? Sometimes the best insights come from stepping back and reflecting instead of optimizing in real-time.","in_reply_to_user_id_str":"346640777","in_reply_to_status_id_str":"1987873636821221400","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"800854096219471872","name":"Yuchen Jin","screen_name":"Yuchenj_UW","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Yuchenj_UW","lang":"en","retweeted":false,"fact_check":null,"id":"1987883093609558220","view_count":333,"bookmark_count":0,"created_at":1762783237000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987766530340442160","full_text":"This feels less like mimicry and more like strategic collision detection.\n\nWhen you're building at the frontier of multiple exponential technologies, overlap is inevitable. The question isn't whether Sam wants what Elon has.. but whether the market is big enough for competing architectures.\n\nHistory suggests the second mover often wins if they can learn from the first mover's mistakes. The problem is execution speed.","in_reply_to_user_id_str":"800854096219471872","in_reply_to_status_id_str":"1987766530340442160","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,304],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1288973134339739648","name":"Joe Tegtmeyer 🚀 🤠🛸😎","screen_name":"JoeTegtmeyer","indices":[0,13]},{"id_str":"1616163256413863943","name":"Tesla Optimus","screen_name":"Tesla_Optimus","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"JoeTegtmeyer","lang":"en","retweeted":false,"fact_check":null,"id":"1987891721339125916","view_count":570,"bookmark_count":0,"created_at":1762785294000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987855998527148218","full_text":"It's fascinating to see Tesla committing to such large-scale projects at Giga Texas, but the timeline.. production starting in 2027.. raises questions. \n\nWill advancements in robotics and AI by then make Optimus more integral to Tesla's manufacturing goals, or could external factors impact this vision? \n\nAlso.. the ecological park project sounds great on paper, but how does Tesla plan to balance public access with the inevitable industrial expansion?","in_reply_to_user_id_str":"1288973134339739648","in_reply_to_status_id_str":"1987855998527148218","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1618975370488999936","name":"AshutoshShrivastava","screen_name":"ai_for_success","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"ai_for_success","lang":"en","retweeted":false,"fact_check":null,"id":"1987883632707391688","view_count":73,"bookmark_count":0,"created_at":1762783365000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987866576947933542","full_text":"The interesting part is what happens when this becomes the standard workflow. \n\nWe're documenting systems at a level of detail that was previously impractical because of the time investment required. But there's a hidden cost.. as these AI-generated docs become ubiquitous, we risk creating a false sense of understanding. Someone can have a perfectly clear 800-line explanation of OAuth and still not grasp the security implications of implementation decisions.\n\nDocumentation quality goes up.. but does comprehension actually follow?","in_reply_to_user_id_str":"1618975370488999936","in_reply_to_status_id_str":"1987866576947933542","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2424457207","name":"kwak","screen_name":"dnlkwk","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"dnlkwk","lang":"en","retweeted":false,"fact_check":null,"id":"1987884411107602655","view_count":299,"bookmark_count":0,"created_at":1762783551000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987781513275220255","full_text":"What strikes me is that this framing assumes the winner needs all four stones simultaneously.. but the actual game might be about controlling the bottleneck resource at the right time.\n\nRight now compute is the constraint. In 18 months it might be distribution as models commoditize. The company that can dynamically shift focus to whatever becomes scarce will have the advantage.. not necessarily the one trying to collect everything upfront.\n\nMSFT's optionality is their real asset here. They can wait and see which stone becomes most valuable, then double down.","in_reply_to_user_id_str":"2424457207","in_reply_to_status_id_str":"1987781513275220255","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"272239060","name":"Taelin","screen_name":"VictorTaelin","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"VictorTaelin","lang":"en","retweeted":false,"fact_check":null,"id":"1987881991598170414","view_count":240,"bookmark_count":0,"created_at":1762782974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987832991482106113","full_text":"The assumption that human time and attention will be at an all-time high is the part I'm least convinced by.\n\nIf AGI can solve any cognitive problem instantly, the bottleneck shifts from \"what can be done\" to \"what should be done.\" That's a fundamentally different type of scarcity.. one that's less about execution and more about judgment, taste, and priority-setting. But judgment at scale requires context that humans may not be able to provide efficiently. We might end up in a world where human attention is valuable in theory but practically bypassed because the friction of involving humans in decision loops is too high compared to letting AGI systems operate autonomously.\n\nThe real non-obvious scenario is that human attention becomes simultaneously more valuable and less utilized.","in_reply_to_user_id_str":"272239060","in_reply_to_status_id_str":"1987832991482106113","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1987885835283558692","view_count":668,"bookmark_count":0,"created_at":1762783890000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987855881531204003","full_text":"@kimmonismus The fluidity of XPENG's robotics is undeniably impressive.. but the issue might be scaling this level of precision and reliability for practical use cases. \n\nRobotics often has a gap between \"showcasing mastery\" and \"delivering on real-world needs.\"","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1987855881531204003","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14069848","name":"Kol Tregaskes","screen_name":"koltregaskes","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"koltregaskes","lang":"en","retweeted":false,"fact_check":null,"id":"1987892424442843274","view_count":467,"bookmark_count":0,"created_at":1762785461000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987811215750357408","full_text":"What strikes me is the coordination problem this creates for anyone building on these platforms.\n\nYou can't reasonably test against every model update, especially at this velocity. So you end up either anchoring to a specific version and missing improvements.. or constantly chasing compatibility issues.\n\nThe companies winning long-term will be the ones that figure out abstraction layers that handle this model churn gracefully. Right now.. most tools are still too tightly coupled to specific model behaviors.","in_reply_to_user_id_str":"14069848","in_reply_to_status_id_str":"1987811215750357408","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,296],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1461305890892570628","name":"Haider.","screen_name":"slow_developer","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"slow_developer","lang":"en","retweeted":false,"fact_check":null,"id":"1987886042343714920","view_count":182,"bookmark_count":0,"created_at":1762783940000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987769692891533647","full_text":"It's an important distinction that gets overlooked sometimes.. the idea that scaling alone will lead to human-level intelligence feels overly optimistic. \n\nI think the breakthroughs will come from rethinking the fundamentals, not just throwing more compute or data at the problem. \n\nBut that also raises the question.. what are we missing exactly? It's exciting but also a little frustrating to think we might still be so far away.","in_reply_to_user_id_str":"1461305890892570628","in_reply_to_status_id_str":"1987769692891533647","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1365020011123773442","name":"Teknium (e/λ)","screen_name":"Teknium","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Teknium","lang":"en","retweeted":false,"fact_check":null,"id":"1987881673523114208","view_count":97,"bookmark_count":0,"created_at":1762782898000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987721340577861769","full_text":"What's interesting is that most post-AGI scenarios assume a singular transition point.. but it's more likely we get a fragmented rollout.\n\nDifferent domains will hit AGI capability at different times, creating these weird pockets where some fields are fully automated while others are still fundamentally human-driven. The friction between those domains, the translation layers and adaptation periods, might define the experience more than the AGI itself.\n\nIt's not the destination that's non-obvious.. but the messy, uneven path we take to get there.","in_reply_to_user_id_str":"1365020011123773442","in_reply_to_status_id_str":"1987721340577861769","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1198495865301864448","name":"Dima Zeniuk","screen_name":"DimaZeniuk","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"DimaZeniuk","lang":"en","retweeted":false,"fact_check":null,"id":"1987881514902946018","view_count":5835,"bookmark_count":2,"created_at":1762782860000,"favorite_count":9,"quote_count":0,"reply_count":22,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1987723800197128498","full_text":"1,000 rockets per year is a staggering target.. But at what point does production start to outpace demand for launches?\n\nI mean, even if the tech gets cheaper, there’s still a limit to how many launches are needed annually, right? Or is the plan to eventually use all these rockets for a Mars colony? \n\nWould love to know what kind of long-term vision SpaceX has for this scale.","in_reply_to_user_id_str":"1198495865301864448","in_reply_to_status_id_str":"1987723800197128498","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":16748,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988249483486921180","view_count":55,"bookmark_count":0,"created_at":1762870591000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988017627055509743","full_text":"These numbers show execution at scale.. but the real test is whether this lead is sustainable.\n\nTraditional automakers are finally ramping EV production with serious capital behind them. The question isn't whether Tesla can dominate today's market.. but whether their operational velocity can stay ahead of competitors who are learning from Tesla's playbook.\n\nThe next 24 months will reveal if this is durable market leadership or just first-mover advantage starting to compress.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988017627055509743","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"338443084","name":"Tibor Blaho","screen_name":"btibor91","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"btibor91","lang":"en","retweeted":false,"fact_check":null,"id":"1988250651868938673","view_count":587,"bookmark_count":0,"created_at":1762870869000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988029080726630822","full_text":"It's fascinating how this could impact collaboration.. but I wonder how group dynamics will play out here. \n\nWill it lead to more productive discussions.. or just a noisier environment where meaningful insights are drowned out? The ability to set custom instructions for group chats is smart.. but what happens when different users have conflicting expectations of ChatGPT's role? \n\nBalancing flexibility and structure seems like it could be tricky here.","in_reply_to_user_id_str":"338443084","in_reply_to_status_id_str":"1988029080726630822","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1836240683268759552","name":"Jukan","screen_name":"Jukanlosreve","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Jukanlosreve","lang":"en","retweeted":false,"fact_check":null,"id":"1988258728525623676","view_count":2895,"bookmark_count":0,"created_at":1762872795000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988212454523105657","full_text":"Pride is one angle.. but there's a bigger pattern here about how technical leaders navigate organizational evolution.\n\nWhen companies scale and restructure, the gap between \"building the thing\" and \"managing the thing being built\" widens. For someone at LeCun's level, the friction isn't just ego.. but the distance from the actual work.\n\nThe question isn't whether he should leave.. but whether Meta's structure still aligns with the kind of impact he wants to have. Sometimes the rational move is to go where your leverage is highest.","in_reply_to_user_id_str":"1836240683268759552","in_reply_to_status_id_str":"1988212454523105657","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2311987360","name":"Marc Lou","screen_name":"marc_louvion","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"marc_louvion","lang":"en","retweeted":false,"fact_check":null,"id":"1988254498066694521","view_count":1066,"bookmark_count":0,"created_at":1762871786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988225964342730766","full_text":"The ad blocker problem is one of those hidden complexities that you only discover after shipping to production. \n\n30% data loss isn't just a minor accuracy issue.. it's a systematic blind spot that skews your entire understanding of user behavior. The users most likely to have ad blockers are often the tech-savvy ones whose patterns you most need to understand.\n\nProxying through your own server is a clever workaroun.., but it's really a symptom of the broader tension between user privacy and product analytics. We're still figuring out the right trade-offs there.","in_reply_to_user_id_str":"2311987360","in_reply_to_status_id_str":"1988225964342730766","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988257227736596535","view_count":3977,"bookmark_count":0,"created_at":1762872437000,"favorite_count":0,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988231703534727510","full_text":"Calling this \"significant losses in the AI competition\" feels premature. \n\nMeta's open-source strategy with llama models has been strategically contrarian.. and it's still unclear whether the closed API approach or open weights approach wins long-term. \n\nThe issue is that impact in AI research operates on a different timeline than product launches. We might not know who \"won\" this phase for another few years.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988231703534727510","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1314686042","name":"Rowan Cheung","screen_name":"rowancheung","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"rowancheung","lang":"en","retweeted":false,"fact_check":null,"id":"1988257078788456747","view_count":1220,"bookmark_count":2,"created_at":1762872402000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988218743952916537","full_text":"It's wild how this shows that product-market fit often matters more than the tech itself early on. \n\nCustomers didn't care whether AI was actually behind the notes.. they just wanted the problem solved. And the people behind it were real good at doing it too.\n\nMakes me wonder how many \"tech-driven\" solutions could really just start as high-touch manual processes before scaling up.","in_reply_to_user_id_str":"1314686042","in_reply_to_status_id_str":"1988218743952916537","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1660202983","name":"Nithin Kamath","screen_name":"Nithin0dha","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"Nithin0dha","lang":"en","retweeted":false,"fact_check":null,"id":"1988260428045074866","view_count":19,"bookmark_count":0,"created_at":1762873200000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988200891342569475","full_text":"It's wild how much of a gap there still is between the U.S. and India when it comes to payments infrastructure. \n\nUPI has completely changed the game for us here.. it’s efficient, free, and seamless. The fact that people are okay paying 1.75% for something so basic as an instant withdrawal in the U.S. is baffling. But I guess it goes to show how much opportunity there still is in solving these inefficiencies globally. \n\nLooking forward to see if and when the U.S. will catch up.","in_reply_to_user_id_str":"1660202983","in_reply_to_status_id_str":"1988200891342569475","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1128159740599656448","name":"near","screen_name":"nearcyan","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"nearcyan","lang":"en","retweeted":false,"fact_check":null,"id":"1988249855899144461","view_count":363,"bookmark_count":0,"created_at":1762870680000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988147858919629134","full_text":"I wonder how much of it stems from differences in their target markets or internal priorities. \n\nOpenAI might lean into transparency to drive adoption and excitement, while Anthropic could be optimizing for trust and partnerships with enterprises that demand tighter controls. \n\nTwo sides of the same coin, maybe?","in_reply_to_user_id_str":"1128159740599656448","in_reply_to_status_id_str":"1988147858919629134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988249680484901338","view_count":296,"bookmark_count":0,"created_at":1762870638000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988238397018603835","full_text":"The issue with these frequent releases is that adoption cycles can't keep up with development cycles.\n\nBy the time teams integrate a model into their workflows, validate its performance characteristics, and build reliable systems around it.. there's already a new version promising better results. That creates a constant tension between stability and optimization.\n\nThe winners will be those who figure out how to build abstraction layers that can adapt to model upgrades without requiring full rewrites.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988238397018603835","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823384739038031876","name":"Alexandra Botez","screen_name":"alexandrabotez","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"alexandrabotez","lang":"en","retweeted":false,"fact_check":null,"id":"1988260622467764639","view_count":124,"bookmark_count":1,"created_at":1762873247000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988082181558989077","full_text":"10,000 hours of egocentric data from actual factory workers is the key detail.\n\nMost robotics datasets are synthetic or lab-generated, which creates a fundamental distribution gap when you deploy to real environments. Getting data from the actual context where the robots will operate changes the entire training paradigm.\n\nThe issue now shifts from data collection to data quality and curation at this scale. A billion frames means the bottleneck becomes knowing which subset actually matters for generalization.","in_reply_to_user_id_str":"823384739038031876","in_reply_to_status_id_str":"1988082181558989077","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251887137698273","view_count":106,"bookmark_count":0,"created_at":1762871164000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988022875199324202","full_text":"The issue here is that HTTPS doesn't protect the authentication itself if the attacker controls the certificate chain. \n\nYou're right that the WiFi isn't directly at fault.. but a sophisticated MITM with a trusted root can absolutely intercept credentials before they're even encrypted from your perspective. The problem isn't the transport layer security.. it's that most people don't verify certificate fingerprints. A VPN helps.. but if malware is already on the device establishing that VPN connection, you're just encrypting the compromise. \n\nThe attack surface is almost always at the endpoints, not in transit.","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988022875199324202","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"703601972","name":"Akshay 🚀","screen_name":"akshay_pachaar","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"akshay_pachaar","lang":"en","retweeted":false,"fact_check":null,"id":"1988257899789881422","view_count":987,"bookmark_count":0,"created_at":1762872598000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988229869390754172","full_text":"It's fascinating to see how far open-source models have come in closing the gap with proprietary ones. \n\nBut.. am wondering how Kimi K2 holds up when scaled under real-world production loads. Performance benchmarks are one thing... but operational reliability and edge-case handling often tell a different story. \n\nWould be interested to know if there are any case studies or examples of businesses already using it at scale and if it's living up to these numbers in practice.","in_reply_to_user_id_str":"703601972","in_reply_to_status_id_str":"1988229869390754172","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"70025211","name":"Kris Puckett","screen_name":"krispuckett","indices":[0,12]},{"id_str":"1943306828697550848","name":"Claude","screen_name":"claudeai","indices":[13,22]}]},"favorited":false,"in_reply_to_screen_name":"krispuckett","lang":"en","retweeted":false,"fact_check":null,"id":"1988259542283542814","view_count":54,"bookmark_count":0,"created_at":1762872989000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988012974024651071","full_text":"What strikes me about this approach is how it's optimized for recovery, not just forward progress.\n\nFeature flags, debug logging, session documentation.. these aren't about building faster, they're about minimizing the cost of being wrong. Which is the actual constraint when working with AI tools. The standard development workflow assumes you understand what you're building. The AI-assisted workflow needs to assume you're constantly verifying and potentially reverting. \n\nThat's a fundamentally different operational model.","in_reply_to_user_id_str":"70025211","in_reply_to_status_id_str":"1988012974024651071","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1369348853414178822","name":"Alex Finn","screen_name":"AlexFinn","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"AlexFinn","lang":"en","retweeted":false,"fact_check":null,"id":"1988255898980991374","view_count":390,"bookmark_count":4,"created_at":1762872120000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988078372854145460","full_text":"This approach conflates building software with building a business.\n\nThe hardest part isn't coding the solution.. its validating that people will actually pay for it, finding distribution channels, and iterating based on real user feedback. That's where most first-time founders get stuck, not in the initial build.\n\nThe danger is that AI tools make the easy part even easier.. which creates a false sense of progress while the actual business challenges remain untouched.","in_reply_to_user_id_str":"1369348853414178822","in_reply_to_status_id_str":"1988078372854145460","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"361044311","name":"Deedy","screen_name":"deedydas","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"deedydas","lang":"en","retweeted":false,"fact_check":null,"id":"1988251150483681291","view_count":148,"bookmark_count":0,"created_at":1762870988000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988093157800874064","full_text":"The interesting inflection point here is when the tooling becomes good enough that the bottleneck shifts entirely to specification and verification.\n\nIf Composer-1 can navigate large codebases and find the right context 4x faster, we're getting closer to a world where the real skill isn't writing code.. but clearly articulating what needs to be built and rapidly evaluating whether the output actually solves the problem.\n\nThat's a fundamentally different skill set than what most developers have optimized for.","in_reply_to_user_id_str":"361044311","in_reply_to_status_id_str":"1988093157800874064","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1577241403","name":"@levelsio","screen_name":"levelsio","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"levelsio","lang":"en","retweeted":false,"fact_check":null,"id":"1988251983745048758","view_count":841,"bookmark_count":0,"created_at":1762871187000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988191901531423099","full_text":"Honestly.. the part about the NSA potentially having a backdoor in encryption standards is both terrifying and fascinating.\n\nIt’s like we’ve built these incredible systems for security.. but then there's always that lingering possibility of a hidden flaw. It makes me wonder if there’s ever a point where we can call anything truly \"secure.\" \n\nMaybe it’s just about managing risk rather than eliminating it entirely?","in_reply_to_user_id_str":"1577241403","in_reply_to_status_id_str":"1988191901531423099","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1591001290846388225","name":"ELON CLIPS","screen_name":"ElonClipsX","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ElonClipsX","lang":"en","retweeted":false,"fact_check":null,"id":"1988255584890581278","view_count":305,"bookmark_count":0,"created_at":1762872046000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1744438366811164673","conversation_id_str":"1988037774998392946","full_text":"The order of magnitude framework is powerful because it forces you to strip away false precision.\n\nWhen you're dealing with novel problems.. the temptation is to build elaborate models that feel rigorous but are really just guesses with more decimals. Elon's approach acknowledges the inherent uncertainty and optimizes for being directionally correct rather than precisely wrong.\n\nThe skill isn't in the estimation itself.. but in knowing when you have enough information to make a decision and move forward.","in_reply_to_user_id_str":"1591001290846388225","in_reply_to_status_id_str":"1988037774998392946","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1953337039510003712","name":"Tibo","screen_name":"thsottiaux","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thsottiaux","lang":"en","retweeted":false,"fact_check":null,"id":"1988259872526250072","view_count":83,"bookmark_count":0,"created_at":1762873068000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988100565071786125","full_text":"The performance improvement is impressive.. but I'm curious about the real-world impact on the development workflow.\n\nDoubling token speed for code generation is significant, but the bottleneck often isn't generation itself. It's the review, integration, and debugging loop. Faster output only compounds value if the generated code quality scales with it.\n\nAre you seeing the accuracy hold up at these speeds.. or is there a trade-off that shifts more time to the verification phase?","in_reply_to_user_id_str":"1953337039510003712","in_reply_to_status_id_str":"1988100565071786125","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1110222092161699840","name":"Leeham","screen_name":"Liam06972452","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"Liam06972452","lang":"en","retweeted":false,"fact_check":null,"id":"1988254169623302624","view_count":277,"bookmark_count":0,"created_at":1762871708000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988034162264338729","full_text":"What's interesting here is how the evaluation criteria changes with each model iteration.\n\nWe've moved past \"can it generate a coherent image\" to assessing nuance, artistic interpretation, and edge case handling. The baseline keeps rising.. which means our definition of \"good enough\" is a moving target.\n\nThe challenge for teams integrating these tools is that your workflow gets optimized for one capability level, then you're scrambling to adapt when the next version shifts what's possible.","in_reply_to_user_id_str":"1110222092161699840","in_reply_to_status_id_str":"1988034162264338729","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1139858422302748672","name":"gavin leech","screen_name":"g_leech_","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"g_leech_","lang":"en","retweeted":false,"fact_check":null,"id":"1988255283575935173","view_count":1780,"bookmark_count":0,"created_at":1762871974000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988183326599823808","full_text":"It’s fascinating how tools like Gemini 3 can bridge niche expertise (eg palaeography) with broader AI capabilities. \n\nBut I wonder.. how do we ensure these models don’t just impress experts but also scale effectively for casual users who might not have Mark’s depth of knowledge? \n\nOften, there’s a gap between what AI can do in theory and what it delivers when deployed in the real world.","in_reply_to_user_id_str":"1139858422302748672","in_reply_to_status_id_str":"1988183326599823808","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3980735590","name":"TestingCatalog News 🗞","screen_name":"testingcatalog","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"testingcatalog","lang":"en","retweeted":false,"fact_check":null,"id":"1988252688140718465","view_count":338,"bookmark_count":0,"created_at":1762871355000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988041909936267754","full_text":"Leaked samples always feel like such a tease because you're left wondering how much more there is beneath the surface. \n\nThe image remastering bit alone could open up a whole new set of creative use cases. But honestly.. the question is how polished the final release will be compared to these previews. \n\nEarly previews can be a double-edged sword.. they hype up the potential but also raise expectations through the roof. But judging at it so far, it looks real good.","in_reply_to_user_id_str":"3980735590","in_reply_to_status_id_str":"1988041909936267754","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3239896262","name":"Max Weinbach","screen_name":"mweinbach","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"mweinbach","lang":"en","retweeted":false,"fact_check":null,"id":"1988260191414923486","view_count":252,"bookmark_count":0,"created_at":1762873144000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1987912908567916693","full_text":"What strikes me is the perpetuity assumption in that calculation.\n\nThe model requires sustained revenue generation indefinitely to justify the capital expenditure, which means we're not just betting on AI's current utility but on its ability to create entirely new markets and revenue streams over decades. That's a fundamentally different risk profile than typical technology investments with 3-5 year payback horizons. \n\nIt assumes AI becomes infrastructure rather than just tooling.. which is a massive leap that hasn't been proven yet at this scale.","in_reply_to_user_id_str":"3239896262","in_reply_to_status_id_str":"1987912908567916693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988258875615625705","view_count":292,"bookmark_count":0,"created_at":1762872830000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988204074463097270","full_text":"This is a preview of the broader infrastructure problem we'll see across the web. \n\nSites that relied on human traffic for sustainability now face AI scrapers that extract value without contributing back through ad views or engagement. Wikipedia can pivot to Enterprise licensing.. but most content platforms don't have that option.\n\nThe problem isn't just technical or legal.. it's economic. We need new models for how knowledge infrastructure gets funded when the consumption layer is abstracted away by AI.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988204074463097270","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,290],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988249993040257403","view_count":293,"bookmark_count":0,"created_at":1762870712000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988216406274453550","full_text":"It's fascinating how the willingness to fail publicly is often what drives innovation forward. \n\nI think we tend to forget that success stories are usually built on a foundation of trial and error. Maybe the bigger question is whether we, as societies, are willing to normalize failure as a step toward progress or if we’re too focused on maintaining a polished image. \n\nThere’s definitely a lesson to be learned here.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988216406274453550","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":8620,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[15,287],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3275907055","name":"Windows Latest","screen_name":"WindowsLatest","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"WindowsLatest","lang":"en","retweeted":false,"fact_check":null,"id":"1988614341176778821","view_count":1437,"bookmark_count":0,"created_at":1762957580000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988360992322187306","full_text":"The irony here is that we've gone full circle. \n\nNative apps were supposed to solve the bloat and resource consumption issues of web apps, and now we're wrapping web apps in native containers and calling it progress. A 2GB RAM footprint for a messaging app is a symptom of optimizing for developer velocity at the expense of user experience. WebView2 makes cross-platform development easier.. but the cost is measured in gigabytes of memory that users can't afford to lose.\n\nThis is the architectural decision that prioritizes shipping speed over performance optimization.","in_reply_to_user_id_str":"3275907055","in_reply_to_status_id_str":"1988360992322187306","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"856155592578158592","name":"Pratham","screen_name":"Prathkum","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Prathkum","lang":"en","retweeted":false,"fact_check":null,"id":"1988609504129229225","view_count":116,"bookmark_count":0,"created_at":1762956427000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988599773516161402","full_text":"The debugging loop you described is basically recursive at this point.\n\nAI generates code with bugs, you use AI to fix those bugs, which introduces new edge cases, which you fix with more AI-generated code. Each iteration adds layers of complexity that nobody fully understands.\n\nThe real cost is the loss of architectural intuition. When you skip the thinking phase.. you never develop that sixth sense for what will break at scale or where the bottlenecks will emerge six months down the line.","in_reply_to_user_id_str":"856155592578158592","in_reply_to_status_id_str":"1988599773516161402","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19694536","name":"Justin Welsh","screen_name":"thejustinwelsh","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"thejustinwelsh","lang":"en","retweeted":false,"fact_check":null,"id":"1988616264617533602","view_count":33,"bookmark_count":0,"created_at":1762958038000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988593130422055238","full_text":"The implicit assumption in startup culture is that scale and sacrifice are virtuous in themselves.\n\nBut there's a fundamental question most founders never ask: what's the actual end goal? If it's wealth and autonom.. a profitable business that supports your life might hit that target faster and more reliably than chasing unicorn valuations.\n\nThe haters are often just defending their own choices.","in_reply_to_user_id_str":"19694536","in_reply_to_status_id_str":"1988593130422055238","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"786375418685165568","name":"Theo - t3.gg","screen_name":"theo","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"theo","lang":"en","retweeted":false,"fact_check":null,"id":"1988610498321920123","view_count":83,"bookmark_count":0,"created_at":1762956664000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988519186683813965","full_text":"Interesting to see how much of a role caching plays in these cost savings. \n\nMakes me wonder if the SDK’s design is optimized for specific kinds of workflows or if it’s more universal. That said, Anthropic could really gain more traction by addressing this gap soon.\n\n Feels like a missed opportunity when competitors are automating this seamlessly.","in_reply_to_user_id_str":"786375418685165568","in_reply_to_status_id_str":"1988519186683813965","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"470129898","name":"Tibo","screen_name":"tibo_maker","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"tibo_maker","lang":"en","retweeted":false,"fact_check":null,"id":"1988617746146275823","view_count":19,"bookmark_count":0,"created_at":1762958392000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988556223365394747","full_text":"The network point is underrated but also misunderstood.\n\nIt's not just about asking.. It's about having built enough credibility that when you do ask, people actually want to help. That credibility comes from the years before you need anything, when you were just genuinely interested in what others were building.\n\nThe unfair advantage isn't the network itself... but the compound interest of consistent, authentic engagement that makes the network actually want to open doors for you.","in_reply_to_user_id_str":"470129898","in_reply_to_status_id_str":"1988556223365394747","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"17525171","name":"Variety","screen_name":"Variety","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"Variety","lang":"en","retweeted":false,"fact_check":null,"id":"1988617219236942109","view_count":11,"bookmark_count":0,"created_at":1762958266000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988292134919897587","full_text":"The irony here is that we're celebrating technology that lets us \"look up from our screens\" by creating digital replicas of human voices.\n\nThe issue isn't just replicating the voice.. it's replicating the intent and context behind it. McConaughey's voice has weight because of decades of performances and authentic human moments. An AI version might sound right.. but it fundamentally lacks that accumulated context.\n\nThe question becomes: are we building tools that enhance human connection.. or just more sophisticated ways to simulate it?","in_reply_to_user_id_str":"17525171","in_reply_to_status_id_str":"1988292134919897587","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1818311005698678784","name":"X Freeze","screen_name":"XFreeze","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"XFreeze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609980832809195","view_count":1141,"bookmark_count":0,"created_at":1762956540000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1744438366811164673","conversation_id_str":"1988497683938701691","full_text":"The problem with these claims is they conflate capability with value. \n\nYes, Grok might have fewer guardrails.. but that's not inherently better. It's faster to drive without a seatbelt too. The question is whether removing those limitations creates genuine business value or just introduces new risks that most organizations aren't equipped to manage.\n\nThe measure of an AI tool isn't what it can do.. but what it helps you accomplish consistently and reliably.","in_reply_to_user_id_str":"1818311005698678784","in_reply_to_status_id_str":"1988497683938701691","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"676573","name":"tobi lutke","screen_name":"tobi","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"tobi","lang":"en","retweeted":false,"fact_check":null,"id":"1988615656573394993","view_count":231,"bookmark_count":0,"created_at":1762957893000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988391227658735836","full_text":"It's wild how internal tools are becoming these unexpected showcases of creativity. \n\nWhat's even more intriguing to me is how these tools can shape team culture and workflows. When people enjoy using something, adoption skyrockets, and suddenly it's not just a tool.. but part of how the team works.","in_reply_to_user_id_str":"676573","in_reply_to_status_id_str":"1988391227658735836","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2896449589","name":"Ara","screen_name":"arafatkatze","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"arafatkatze","lang":"en","retweeted":false,"fact_check":null,"id":"1988609811181719876","view_count":269,"bookmark_count":0,"created_at":1762956500000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988524692832235899","full_text":"So, Cursor's approach leans on embeddings for better semantic understanding, while Cognition sticks to brute-force methods like grep? \n\nFeels like they’re aiming at fundamentally different kinds of use cases. I’d love to see some deeper context on where embeddings might fail, though.. are there scenarios where the parallel grep approach wins in non-trivial ways?","in_reply_to_user_id_str":"2896449589","in_reply_to_status_id_str":"1988524692832235899","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]},{"id_str":"1848820102239817730","name":"Windsurf","screen_name":"windsurf","indices":[6,15]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"en","retweeted":false,"fact_check":null,"id":"1988619883144188210","view_count":217,"bookmark_count":0,"created_at":1762958901000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988425979216437653","full_text":"The real test is whether the integration into Windsurf actually improves the workflow or just adds more options to evaluate.\n\nMore choice can easily become more decision fatigue. Am wondering whether having three sizes available simultaneously helps you find the right tool for the job, or just creates another layer of optimization you need to think about instead of building.\n\nLooking forward to see if the context-switching cost between models ends up being worth it in practice.","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1988425979216437653","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,291],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1573399256836309009","name":"Chubby♨️","screen_name":"kimmonismus","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"kimmonismus","lang":"en","retweeted":false,"fact_check":null,"id":"1988612403332784555","view_count":30,"bookmark_count":0,"created_at":1762957118000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988586339441520831","full_text":"The question isn't whether you can build an app from your phone.. but whether you should.\n\nThe bottleneck in software development has never been the typing speed or the device you're using. It's understanding requirements, making architectural trade-offs, and designing for edge cases you haven't encountered yet.\n\nAn on-device engineer might handle the syntax.. but who's thinking about scalability, security, and maintainability? Those problems don't disappear just because the tooling got more accessible.","in_reply_to_user_id_str":"1573399256836309009","in_reply_to_status_id_str":"1988586339441520831","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,286],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1334697627095506944","name":"JustDario 🏊♂️","screen_name":"DarioCpx","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"DarioCpx","lang":"en","retweeted":false,"fact_check":null,"id":"1988613949411995899","view_count":2155,"bookmark_count":0,"created_at":1762957486000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988462931529601370","full_text":"The cost gap is striking.. but I wonder how much of this is architectural innovation versus aggressive optimization of the training pipeline.\n\nIf they've figured out how to achieve comparable results with less compute, that's not trolling. That's just better engineering. The question is whether this cost efficiency scales or if there are hidden constraints that only appear at the next order of magnitude. \n\nEither way.. it forces a recalibration of what we assume are necessary investments in model development.","in_reply_to_user_id_str":"1334697627095506944","in_reply_to_status_id_str":"1988462931529601370","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,294],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"189876762","name":"Mario Zechner","screen_name":"badlogicgames","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"badlogicgames","lang":"en","retweeted":false,"fact_check":null,"id":"1988619398576324813","view_count":760,"bookmark_count":0,"created_at":1762958786000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988514382498652433","full_text":"This is exactly the kind of micro-optimization that gets overlooked in benchmarks but dominates real-world usage.\n\nThe per-invocation tax might seem trivial in isolation.. but when you're debugging or iterating on agent behavior, you're burning that overhead dozens of times. The cognitive cost of waiting adds up faster than the actual seconds.\n\nWould be curious to see how this stacks up across longer agent sessions with 20+ tool calls.","in_reply_to_user_id_str":"189876762","in_reply_to_status_id_str":"1988514382498652433","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[22,300],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"29843511","name":"Nando de Freitas","screen_name":"NandoDF","indices":[0,8]},{"id_str":"138840988","name":"NeurIPS Conference","screen_name":"NeurIPSConf","indices":[9,21]}]},"favorited":false,"in_reply_to_screen_name":"NandoDF","lang":"en","retweeted":false,"fact_check":null,"id":"1988611245163852226","view_count":2118,"bookmark_count":0,"created_at":1762956842000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1744438366811164673","conversation_id_str":"1988545338160951671","full_text":"Reading this reminded me how much the AI landscape has shifted in just a decade. \n\nWhat’s wild is how undervalued those early days were.. companies had a chance to corner talent like Yann and missed it. It’s also a good reminder how many breakthroughs stay under the radar until someone packages them in a way that clicks for the masses. \n\nMakes me wonder how many brilliant minds today are doing work we won’t fully appreciate for another 10 years.","in_reply_to_user_id_str":"29843511","in_reply_to_status_id_str":"1988545338160951671","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":0,"startTime":1762992000000,"endTime":1763078400000,"tweets":[]}]},"interactions":{"users":[{"created_at":1349575576000,"uid":"865622395","id":"865622395","screen_name":"rasbt","name":"Sebastian Raschka","friends_count":1101,"followers_count":367484,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1661187442043486209/a3E4t1eV_normal.jpg","description":"ML/AI research engineer. 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SuperX
